subject:(Principal Component Analysis)

Anna University

1. Jacinth salome J. Performance issues in genetic Information retrieval;.

Degree: Performance issues in genetic Information retrieval, 2015, Anna University

URL: http://shodhganga.inflibnet.ac.in/handle/10603/35492

►

Information retrieval IR systems are responsible for retrieval of large newlineamounts of data in an efficient manner The information retrieval task deals with newlineretrieving data… (more)

Subjects/Keywords: Information retrieval; Principal Component Analysis

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APA (6^th Edition):

J, J. s. (2015). Performance issues in genetic Information retrieval;. (Thesis). Anna University. Retrieved from http://shodhganga.inflibnet.ac.in/handle/10603/35492

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

J, Jacinth salome. “Performance issues in genetic Information retrieval;.” 2015. Thesis, Anna University. Accessed February 21, 2020. http://shodhganga.inflibnet.ac.in/handle/10603/35492.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

J, Jacinth salome. “Performance issues in genetic Information retrieval;.” 2015. Web. 21 Feb 2020.

Vancouver:

J Js. Performance issues in genetic Information retrieval;. [Internet] [Thesis]. Anna University; 2015. [cited 2020 Feb 21]. Available from: http://shodhganga.inflibnet.ac.in/handle/10603/35492.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

J Js. Performance issues in genetic Information retrieval;. [Thesis]. Anna University; 2015. Available from: http://shodhganga.inflibnet.ac.in/handle/10603/35492

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

University of Arizona

2. Sanchez, Rodrigo Andres. Multivariate Approach of End-Member Contributions to Streamflow in the Critical Zone. Case Study: Valles Caldera, New Mexico .

Degree: 2019, University of Arizona

URL: http://hdl.handle.net/10150/636923

► Multivariable End-member Mixing Analysis (EMMA) that incorporates principal component analysis (PCA) is a widely utilized tool to identify the sources of water that generate streamflow… (more)

Subjects/Keywords: End-members; Principal component analysis

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APA (6^th Edition):

Sanchez, R. A. (2019). Multivariate Approach of End-Member Contributions to Streamflow in the Critical Zone. Case Study: Valles Caldera, New Mexico . (Masters Thesis). University of Arizona. Retrieved from http://hdl.handle.net/10150/636923

Chicago Manual of Style (16^th Edition):

Sanchez, Rodrigo Andres. “Multivariate Approach of End-Member Contributions to Streamflow in the Critical Zone. Case Study: Valles Caldera, New Mexico .” 2019. Masters Thesis, University of Arizona. Accessed February 21, 2020. http://hdl.handle.net/10150/636923.

MLA Handbook (7^th Edition):

Sanchez, Rodrigo Andres. “Multivariate Approach of End-Member Contributions to Streamflow in the Critical Zone. Case Study: Valles Caldera, New Mexico .” 2019. Web. 21 Feb 2020.

Vancouver:

Sanchez RA. Multivariate Approach of End-Member Contributions to Streamflow in the Critical Zone. Case Study: Valles Caldera, New Mexico . [Internet] [Masters thesis]. University of Arizona; 2019. [cited 2020 Feb 21]. Available from: http://hdl.handle.net/10150/636923.

Council of Science Editors:

Sanchez RA. Multivariate Approach of End-Member Contributions to Streamflow in the Critical Zone. Case Study: Valles Caldera, New Mexico . [Masters Thesis]. University of Arizona; 2019. Available from: http://hdl.handle.net/10150/636923

Anna University

3. Mathusoothana S kumar R. A biometric based personal Identification system using face;.

Degree: A biometric based personal Identification system using face, 2015, Anna University

URL: http://shodhganga.inflibnet.ac.in/handle/10603/41812

►

This thesis proposes models for automatic face recognition using newlinelocal region and component based approaches The main focus of the work is newlineto understand global… (more)

Subjects/Keywords: Localized Principal Component Analysis; Random Image Component

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APA (6^th Edition):

R, M. S. k. (2015). A biometric based personal Identification system using face;. (Thesis). Anna University. Retrieved from http://shodhganga.inflibnet.ac.in/handle/10603/41812

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

R, Mathusoothana S kumar. “A biometric based personal Identification system using face;.” 2015. Thesis, Anna University. Accessed February 21, 2020. http://shodhganga.inflibnet.ac.in/handle/10603/41812.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

R, Mathusoothana S kumar. “A biometric based personal Identification system using face;.” 2015. Web. 21 Feb 2020.

Vancouver:

R MSk. A biometric based personal Identification system using face;. [Internet] [Thesis]. Anna University; 2015. [cited 2020 Feb 21]. Available from: http://shodhganga.inflibnet.ac.in/handle/10603/41812.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

R MSk. A biometric based personal Identification system using face;. [Thesis]. Anna University; 2015. Available from: http://shodhganga.inflibnet.ac.in/handle/10603/41812

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Queens University

4. Sheppard, Phillip S. Sex-Based Differences In Lifting Technique Under Increasing Load Conditions: A Principal Component Analysis .

Degree: Kinesiology and Health Studies, 2012, Queens University

URL: http://hdl.handle.net/1974/7574

► The objectives of the present study were: 1) to determine if there is a sex-based difference in lifting technique across increasing load conditions; and, 2)… (more)

Subjects/Keywords: Principal Component Elimination; Principal Component Analysis; Lifting Kinematics

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APA (6^th Edition):

Sheppard, P. S. (2012). Sex-Based Differences In Lifting Technique Under Increasing Load Conditions: A Principal Component Analysis . (Thesis). Queens University. Retrieved from http://hdl.handle.net/1974/7574

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

Sheppard, Phillip S. “Sex-Based Differences In Lifting Technique Under Increasing Load Conditions: A Principal Component Analysis .” 2012. Thesis, Queens University. Accessed February 21, 2020. http://hdl.handle.net/1974/7574.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

Sheppard, Phillip S. “Sex-Based Differences In Lifting Technique Under Increasing Load Conditions: A Principal Component Analysis .” 2012. Web. 21 Feb 2020.

Vancouver:

Sheppard PS. Sex-Based Differences In Lifting Technique Under Increasing Load Conditions: A Principal Component Analysis . [Internet] [Thesis]. Queens University; 2012. [cited 2020 Feb 21]. Available from: http://hdl.handle.net/1974/7574.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Sheppard PS. Sex-Based Differences In Lifting Technique Under Increasing Load Conditions: A Principal Component Analysis . [Thesis]. Queens University; 2012. Available from: http://hdl.handle.net/1974/7574

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

NSYSU

5. Yang, Hsiao-ying. Comparison of Classification Effects of Principal Component and Sparse Principal Component Analysis for Cardiology Ultrasound in Left Ventricle.

Degree: Master, Applied Mathematics, 2012, NSYSU

URL: http://etd.lib.nsysu.edu.tw/ETD-db/ETD-search/view_etd?URN=etd-0705112-133447

► Due to the association of heart diseases and the patterns of the diastoles and systoles of heart in left ventricle, we analyze and classify the… (more)

Subjects/Keywords: discriminate analysis; gray-scale value; principal component analysis; sparse principal component analysis; factor score

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APA (6^th Edition):

Yang, H. (2012). Comparison of Classification Effects of Principal Component and Sparse Principal Component Analysis for Cardiology Ultrasound in Left Ventricle. (Thesis). NSYSU. Retrieved from http://etd.lib.nsysu.edu.tw/ETD-db/ETD-search/view_etd?URN=etd-0705112-133447

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

Yang, Hsiao-ying. “Comparison of Classification Effects of Principal Component and Sparse Principal Component Analysis for Cardiology Ultrasound in Left Ventricle.” 2012. Thesis, NSYSU. Accessed February 21, 2020. http://etd.lib.nsysu.edu.tw/ETD-db/ETD-search/view_etd?URN=etd-0705112-133447.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

Yang, Hsiao-ying. “Comparison of Classification Effects of Principal Component and Sparse Principal Component Analysis for Cardiology Ultrasound in Left Ventricle.” 2012. Web. 21 Feb 2020.

Vancouver:

Yang H. Comparison of Classification Effects of Principal Component and Sparse Principal Component Analysis for Cardiology Ultrasound in Left Ventricle. [Internet] [Thesis]. NSYSU; 2012. [cited 2020 Feb 21]. Available from: http://etd.lib.nsysu.edu.tw/ETD-db/ETD-search/view_etd?URN=etd-0705112-133447.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Yang H. Comparison of Classification Effects of Principal Component and Sparse Principal Component Analysis for Cardiology Ultrasound in Left Ventricle. [Thesis]. NSYSU; 2012. Available from: http://etd.lib.nsysu.edu.tw/ETD-db/ETD-search/view_etd?URN=etd-0705112-133447

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

University of Alberta

6. Chen, Yuan. Application of Principal Component Analysis for the Data Mining of High Resolution Mass Spectrometry Datasets.

Degree: MS, Department of Civil and Environmental Engineering, 2014, University of Alberta

URL: https://era.library.ualberta.ca/files/8336h325p

► The release of oil sands process-affected water (OSPW) from tailings ponds is a major environmental issue that oil sands companies must consider over the next… (more)

▼ The release of oil sands process-affected water (OSPW) from tailings ponds is a major environmental issue that oil sands companies must consider over the next decade. Advanced oxidation processes (AOPs) and biological treatment processes have been shown to be able to degrade contaminant compounds and reduce toxicity of this OSPW. However, these processes are also associated with by-products generation which may be of environmental concern. This study successfully combined High Resolution Mass Spectrometry (HRMS) as an analytical tool to detect organic compounds (markers) in OSPW samples and Principal Component Analysis (PCA) as a statistical tool to manage the extensive HRMS datasets (over 1000 markers per sample). The HRMS and PCA were used to determine the markers most significantly changed during ozonation in different conditions and biological treatment processes and to determine their potential by-products. Based on m/z values, all the significant markers selected by PCA were designated into groups including naphthenic acids (NAs), oxidized NAs and unknown compounds. Of these markers, the main focus in this study was the unknown compounds given their trends in OSPW treatment processes have not been assessed previously. The significant unknown markers which decreased over treatment time were degraded during treatments; while those which increased over time were by-products of organic compounds found in raw OSPW treated by ozonation in different conditions and biological treatment processes. There were negligible or very low concentrations of compounds which were identified as by-products in ozonation in different conditions and biological treatment processes found in different raw OSPWs (Syncrude West in Pit, Suncor Pond 7 and CNRL OSPW). These compounds in raw OSPWs showed negative correlations to NAs concentrations and positive correlations to oxidized NAs concentrations, which indicate their close association with NAs degradation via oxidation. This study demonstrates an advanced approach to determining by-products that can be further used for any chemical or biological treatment process. Further research aimed at the identification of by-products structures and determination of potential degradation mechanisms will be useful in assessing treatment efficiency of OSPW compounds.

Subjects/Keywords: High Resolution Mass Spectrometry; Principal Component Analysis

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APA (6^th Edition):

Chen, Y. (2014). Application of Principal Component Analysis for the Data Mining of High Resolution Mass Spectrometry Datasets. (Masters Thesis). University of Alberta. Retrieved from https://era.library.ualberta.ca/files/8336h325p

Chicago Manual of Style (16^th Edition):

Chen, Yuan. “Application of Principal Component Analysis for the Data Mining of High Resolution Mass Spectrometry Datasets.” 2014. Masters Thesis, University of Alberta. Accessed February 21, 2020. https://era.library.ualberta.ca/files/8336h325p.

MLA Handbook (7^th Edition):

Chen, Yuan. “Application of Principal Component Analysis for the Data Mining of High Resolution Mass Spectrometry Datasets.” 2014. Web. 21 Feb 2020.

Vancouver:

Chen Y. Application of Principal Component Analysis for the Data Mining of High Resolution Mass Spectrometry Datasets. [Internet] [Masters thesis]. University of Alberta; 2014. [cited 2020 Feb 21]. Available from: https://era.library.ualberta.ca/files/8336h325p.

Council of Science Editors:

Chen Y. Application of Principal Component Analysis for the Data Mining of High Resolution Mass Spectrometry Datasets. [Masters Thesis]. University of Alberta; 2014. Available from: https://era.library.ualberta.ca/files/8336h325p

Texas A&M University

7. Sharifi, Mahmoudreza. Sensor Fault Diagnosis Using Principal Component Analysis.

Degree: 2010, Texas A&M University

URL: http://hdl.handle.net/1969.1/ETD-TAMU-2009-12-7579

► The purpose of this research is to address the problem of fault diagnosis of sensors which measure a set of direct redundant variables. This study… (more)

▼ The purpose of this research is to address the problem of fault diagnosis of sensors which measure a set of direct redundant variables. This study proposes: 1. A method for linear senor fault diagnosis 2. An analysis of isolability and detectability of sensor faults 3. A stochastic method for the decision process 4. A nonlinear approach to sensor fault diagnosis. In this study, first a geometrical approach to sensor fault detection is proposed. The sensor fault is isolated based on the direction of residuals found from a residual generator. This residual generator can be constructed from an input-output model in model based methods or from a Principal Component Analysis (PCA) based model in data driven methods. Using this residual generator and the assumption of white Gaussian noise, the effect of noise on the isolability is studied, and the minimum magnitude of isolable fault in each sensor is found based on the distribution of noise in the measurement system. Next, for the decision process a probabilistic approach to sensor fault diagnosis is presented. Unlike most existing probabilistic approaches to fault diagnosis, which are based on Bayesian Belief Networks, in this approach the probabilistic model is directly extracted from a parity equation. The relevant parity equation can be found using a model of the system or through PCA analysis of data measured from the system. In addition, a sensor detectability index is introduced that specifies the level of detectability of sensor faults in a set of redundant sensors. This index depends only on the internal relationships of the variables of the system and noise level. Finally, the proposed linear sensor fault diagnosis approach has been extended to nonlinear method by separating the space of measurements into several local linear regions. This classification has been performed by application of Mixture of Probabilistic PCA (MPPCA). The proposed linear and nonlinear methods are tested on three different systems. The linear method is applied to sensor fault diagnosis in a smart structure and to the Tennessee Eastman process model, and the nonlinear method is applied to a data set collected from a fully instrumented HVAC system. Advisors/Committee Members: Langari, Reza (advisor), Parlos, Alexander (committee member), Bhattacharyya, Shankar (committee member), Gutierrez, Richardo (committee member).

Subjects/Keywords: Sensor Fault Diagnosis Principal Component Analysis

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APA (6^th Edition):

Sharifi, M. (2010). Sensor Fault Diagnosis Using Principal Component Analysis. (Thesis). Texas A&M University. Retrieved from http://hdl.handle.net/1969.1/ETD-TAMU-2009-12-7579

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

Sharifi, Mahmoudreza. “Sensor Fault Diagnosis Using Principal Component Analysis.” 2010. Thesis, Texas A&M University. Accessed February 21, 2020. http://hdl.handle.net/1969.1/ETD-TAMU-2009-12-7579.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

Sharifi, Mahmoudreza. “Sensor Fault Diagnosis Using Principal Component Analysis.” 2010. Web. 21 Feb 2020.

Vancouver:

Sharifi M. Sensor Fault Diagnosis Using Principal Component Analysis. [Internet] [Thesis]. Texas A&M University; 2010. [cited 2020 Feb 21]. Available from: http://hdl.handle.net/1969.1/ETD-TAMU-2009-12-7579.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Sharifi M. Sensor Fault Diagnosis Using Principal Component Analysis. [Thesis]. Texas A&M University; 2010. Available from: http://hdl.handle.net/1969.1/ETD-TAMU-2009-12-7579

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Anna University

8. Rathinavel S. Certain investigations on Feature extraction classification And recognition for shoeprint images;.

Degree: Certain investigations on Feature extraction classification And recognition for shoeprint images, 2015, Anna University

URL: http://shodhganga.inflibnet.ac.in/handle/10603/38621

►

Recognition or identification of images is the current focus in the newlinefield of security especially in forensic science application There is a need to design… (more)

Subjects/Keywords: Palm prints face; Principal Component Analysis

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APA (6^th Edition):

S, R. (2015). Certain investigations on Feature extraction classification And recognition for shoeprint images;. (Thesis). Anna University. Retrieved from http://shodhganga.inflibnet.ac.in/handle/10603/38621

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

S, Rathinavel. “Certain investigations on Feature extraction classification And recognition for shoeprint images;.” 2015. Thesis, Anna University. Accessed February 21, 2020. http://shodhganga.inflibnet.ac.in/handle/10603/38621.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

S, Rathinavel. “Certain investigations on Feature extraction classification And recognition for shoeprint images;.” 2015. Web. 21 Feb 2020.

Vancouver:

S R. Certain investigations on Feature extraction classification And recognition for shoeprint images;. [Internet] [Thesis]. Anna University; 2015. [cited 2020 Feb 21]. Available from: http://shodhganga.inflibnet.ac.in/handle/10603/38621.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

S R. Certain investigations on Feature extraction classification And recognition for shoeprint images;. [Thesis]. Anna University; 2015. Available from: http://shodhganga.inflibnet.ac.in/handle/10603/38621

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

University of Waterloo

9. Melkuev, David. Asset Return Correlations in Episodes of Systemic Crises.

Degree: 2014, University of Waterloo

URL: http://hdl.handle.net/10012/8689

► This thesis explores asset return correlation dynamics in relation to systemic crises. The eigenvalues obtained from principal component analysis performed on the sample return correlation… (more)

▼ This thesis explores asset return correlation dynamics in relation to systemic crises. The eigenvalues obtained from principal component analysis performed on the sample return correlation matrix equal the variance explained by their associated eigenvectors. Also referred to as the absorption ratio in extant literature, the proportion of total system variance captured by a relatively small number of principal components reflects the strength of co-movement in the system. As a stylized fact of financial returns, increasing correlation is known to coincide with or follow significant market drawdowns. However, studies in recent years have suggested that contagion is facilitated by a state of high interconnectedness which precedes systemic crises. We study the association between changes in the absorption ratio and aggregate market returns in the context of three crisis episodes. Time series of the normalized eigenvalue estimates reveal that the structure of return correlations is richly dynamic across various asset groups. Using linear regression models, we find that systemic crises are characterized by a general breakdown of the correlation structure rather than increased co-movement. In addition, we find that changes in the normalized eigenvalues of the correlation matrix do not have consistent predictive power for market returns or volatility. Evidence for the relationship is stronger on a contemporaneous and lagging basis. Particularly, changes in correlation are significantly related to realized returns and volatility in the same period, for different period lengths. In general, realized volatility has a more robust relationship with shifts in the correlation structure than returns. We also use a nonparametric technique to monitor divergence in the distributions underlying successive observations of the normalized dominant eigenvalue. Periods of high divergence imply a change in the correlation structure and are found to either precede or coincide with systemic shocks.

Subjects/Keywords: systemic financial crises; correlation; principal component analysis

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APA (6^th Edition):

Melkuev, D. (2014). Asset Return Correlations in Episodes of Systemic Crises. (Thesis). University of Waterloo. Retrieved from http://hdl.handle.net/10012/8689

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

Melkuev, David. “Asset Return Correlations in Episodes of Systemic Crises.” 2014. Thesis, University of Waterloo. Accessed February 21, 2020. http://hdl.handle.net/10012/8689.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

Melkuev, David. “Asset Return Correlations in Episodes of Systemic Crises.” 2014. Web. 21 Feb 2020.

Vancouver:

Melkuev D. Asset Return Correlations in Episodes of Systemic Crises. [Internet] [Thesis]. University of Waterloo; 2014. [cited 2020 Feb 21]. Available from: http://hdl.handle.net/10012/8689.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Melkuev D. Asset Return Correlations in Episodes of Systemic Crises. [Thesis]. University of Waterloo; 2014. Available from: http://hdl.handle.net/10012/8689

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Rice University

10. Kosar, Robert. Skewers, the Carnegie Classification, and the Hybrid Bootstrap.

Degree: PhD, Engineering, 2017, Rice University

URL: http://hdl.handle.net/1911/105553

► Principal component analysis is an important statistical technique for dimension reduction and exploratory data analysis. However, it is not robust to outliers and may obfuscate… (more)

Subjects/Keywords: Clustering; Principal Component Analysis, University Rankings, Regularization

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APA (6^th Edition):

Kosar, R. (2017). Skewers, the Carnegie Classification, and the Hybrid Bootstrap. (Doctoral Dissertation). Rice University. Retrieved from http://hdl.handle.net/1911/105553

Chicago Manual of Style (16^th Edition):

Kosar, Robert. “Skewers, the Carnegie Classification, and the Hybrid Bootstrap.” 2017. Doctoral Dissertation, Rice University. Accessed February 21, 2020. http://hdl.handle.net/1911/105553.

MLA Handbook (7^th Edition):

Kosar, Robert. “Skewers, the Carnegie Classification, and the Hybrid Bootstrap.” 2017. Web. 21 Feb 2020.

Vancouver:

Kosar R. Skewers, the Carnegie Classification, and the Hybrid Bootstrap. [Internet] [Doctoral dissertation]. Rice University; 2017. [cited 2020 Feb 21]. Available from: http://hdl.handle.net/1911/105553.

Council of Science Editors:

Kosar R. Skewers, the Carnegie Classification, and the Hybrid Bootstrap. [Doctoral Dissertation]. Rice University; 2017. Available from: http://hdl.handle.net/1911/105553

Anna University

11. Balasubramani M. Investigation on performance analysis of Hybrid classifiers hmm neural networks Extreme learning machines and FPGA Implementation of WNN for classification of Epilepsy risk levels from EEG signals;.

Degree: Investigation on performance analysis of Hybrid classifiers hmm neural networks Extreme learning machines and FPGA Implementation of WNN for classification of Epilepsy risk levels from EEG signals, 2015, Anna University

URL: http://shodhganga.inflibnet.ac.in/handle/10603/39868

►

Epilepsy is a chronic neurological disorder of the brain newlineapproximately 1 of the world population suffers from epilepsy Epilepsy is newlinecharacterized by recurrent seizures that… (more)

Subjects/Keywords: Independent Component Analysis; Principal Component Analysis; Singular Value Decomposition

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APA (6^th Edition):

M, B. (2015). Investigation on performance analysis of Hybrid classifiers hmm neural networks Extreme learning machines and FPGA Implementation of WNN for classification of Epilepsy risk levels from EEG signals;. (Thesis). Anna University. Retrieved from http://shodhganga.inflibnet.ac.in/handle/10603/39868

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

M, Balasubramani. “Investigation on performance analysis of Hybrid classifiers hmm neural networks Extreme learning machines and FPGA Implementation of WNN for classification of Epilepsy risk levels from EEG signals;.” 2015. Thesis, Anna University. Accessed February 21, 2020. http://shodhganga.inflibnet.ac.in/handle/10603/39868.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

M, Balasubramani. “Investigation on performance analysis of Hybrid classifiers hmm neural networks Extreme learning machines and FPGA Implementation of WNN for classification of Epilepsy risk levels from EEG signals;.” 2015. Web. 21 Feb 2020.

Vancouver:

M B. Investigation on performance analysis of Hybrid classifiers hmm neural networks Extreme learning machines and FPGA Implementation of WNN for classification of Epilepsy risk levels from EEG signals;. [Internet] [Thesis]. Anna University; 2015. [cited 2020 Feb 21]. Available from: http://shodhganga.inflibnet.ac.in/handle/10603/39868.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

M B. Investigation on performance analysis of Hybrid classifiers hmm neural networks Extreme learning machines and FPGA Implementation of WNN for classification of Epilepsy risk levels from EEG signals;. [Thesis]. Anna University; 2015. Available from: http://shodhganga.inflibnet.ac.in/handle/10603/39868

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Univerzitet u Beogradu

12. Lenhardt, Lea I. 1986-. Paralelna faktorska analiza fluorescentnih svojstava višekomponentnih sistema.

Degree: Fizički fakultet, 2016, Univerzitet u Beogradu

URL: https://fedorabg.bg.ac.rs/fedora/get/o:11733/bdef:Content/get

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Fizika - Primenjena fizika / Physics - Applied Physics

Kombinacija optičkih spektroskopskih tehnika i odgovarajućih metoda za analizu i modeliranje spektralnih podataka se pokazala kao… (more)

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Fizika - Primenjena fizika / Physics - Applied Physics

Kombinacija optičkih spektroskopskih tehnika i odgovarajućih metoda za analizu i modeliranje spektralnih podataka se pokazala kao veoma obećavajuća tehnika za karakterizaciju i analizu organskih i neorganskih kompleksnih sistema. Razumevanje fizičkih fenomena koji se javljaju u kompleksnim sistemima predstavlja bitan preduslov za primenu spektroskopskih tehnika u različitim oblastima nauke. U ovoj tezi su izmerene fluorescentne karakteristike četiri kompleksna sistema: tri organska (rastvor vode i aminokiselina, med i tkivo dojke) i jedan neorganski (kompleksni sistem fosfora na bazi retkih zemalja). Dobijeni fluorescentni podaci su modelirani primenom paralelne faktorske analize. Izgrađeni modeli su omogućili definisanje fluorescirajućih komponenti (fluorofora) prisutnih u sistemima, pri čemu je model kao rezultat dao čiste spektre svake pojedinačne fluorofore, kao i njihove relativne koncentracije u svakom od uzoraka sistema. U neorganskom sistemu i rastvoru aminokiselina broj fluorofora i njihove koncentracije su unapred bile poznate i na taj način je testirana uspešnost modela kao i njegova sposobnost predikcije prisustva i koncentracija fluorofora u nepoznatim uzorcima. Pokazano je da je dobijeni model veoma uspešan, sa odstupanjem od samo 0.036% od stvarne koncentracije kod neorganskog sistema. Za sistem meda, model je pokazao da je u sistemu prisutno 6 fluorofora i dobijeni su čisti spektri svake od njih kao i njihove relativne koncentracije u svakom pojedinačnom uzorku. Dalje analize spektara meda su ukazale da je na osnovu koncentracija fluorofora moguće odrediti botaničko poreklo meda. Spektri meda su zatim analizirani metodom glavnih komponenata kao i diskriminantnom analizom parcijalno najmanjih kvadrata. Rezultati su pokazali veliku uspešnost primene metode fluorescentne spektroskopije za klasifikaciju i autentifikaciju uzoraka meda. Proračunom modela tkiva dojke je ustanovljeno da postoje 4 dominantne fluorofore. Utvrđeno je da je na osnovu njihovih koncentracija moguće sa tačnošću od 100% odrediti vrstu promena na tkivu (benigno ili maligno). Rezultati su potom poređeni sa rezultatima analize potpornih vektora primenjenih na neobrađene spektre, na osnovu kojih je pokazano da se sa istim podacima ne može dobiti podjednako uspešan model...

Advisors/Committee Members: Dramićanin, Miroslav..

Subjects/Keywords: multi-component systems; fluorescent spectroscopy; parallel factor analysis; principal component analysis

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^th Edition):

Lenhardt, L. I. 1. (2016). Paralelna faktorska analiza fluorescentnih svojstava višekomponentnih sistema. (Thesis). Univerzitet u Beogradu. Retrieved from https://fedorabg.bg.ac.rs/fedora/get/o:11733/bdef:Content/get

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

Lenhardt, Lea I 1986-. “Paralelna faktorska analiza fluorescentnih svojstava višekomponentnih sistema.” 2016. Thesis, Univerzitet u Beogradu. Accessed February 21, 2020. https://fedorabg.bg.ac.rs/fedora/get/o:11733/bdef:Content/get.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

Lenhardt, Lea I 1986-. “Paralelna faktorska analiza fluorescentnih svojstava višekomponentnih sistema.” 2016. Web. 21 Feb 2020.

Vancouver:

Lenhardt LI1. Paralelna faktorska analiza fluorescentnih svojstava višekomponentnih sistema. [Internet] [Thesis]. Univerzitet u Beogradu; 2016. [cited 2020 Feb 21]. Available from: https://fedorabg.bg.ac.rs/fedora/get/o:11733/bdef:Content/get.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Lenhardt LI1. Paralelna faktorska analiza fluorescentnih svojstava višekomponentnih sistema. [Thesis]. Univerzitet u Beogradu; 2016. Available from: https://fedorabg.bg.ac.rs/fedora/get/o:11733/bdef:Content/get

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Universidade Nova

13. Rodeia, José Pedro dos Santos. Analysis and recognition of similar environmental sounds.

Degree: 2009, Universidade Nova

URL: http://www.rcaap.pt/detail.jsp?id=oai:run.unl.pt:10362/2305

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Dissertação apresentada na Faculdade de Ciências e Tecnologia da Universidade Nova de Lisboa para obtenção do grau de Mestre em Engenharia Informática

Humans have the… (more)

Subjects/Keywords: Sound recognition; Sound classification; Sound reature analysis; Independent component analysis (PCA); Principal component analysis (ICA)

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^th Edition):

Rodeia, J. P. d. S. (2009). Analysis and recognition of similar environmental sounds. (Thesis). Universidade Nova. Retrieved from http://www.rcaap.pt/detail.jsp?id=oai:run.unl.pt:10362/2305

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

Rodeia, José Pedro dos Santos. “Analysis and recognition of similar environmental sounds.” 2009. Thesis, Universidade Nova. Accessed February 21, 2020. http://www.rcaap.pt/detail.jsp?id=oai:run.unl.pt:10362/2305.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

Rodeia, José Pedro dos Santos. “Analysis and recognition of similar environmental sounds.” 2009. Web. 21 Feb 2020.

Vancouver:

Rodeia JPdS. Analysis and recognition of similar environmental sounds. [Internet] [Thesis]. Universidade Nova; 2009. [cited 2020 Feb 21]. Available from: http://www.rcaap.pt/detail.jsp?id=oai:run.unl.pt:10362/2305.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Rodeia JPdS. Analysis and recognition of similar environmental sounds. [Thesis]. Universidade Nova; 2009. Available from: http://www.rcaap.pt/detail.jsp?id=oai:run.unl.pt:10362/2305

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Louisiana State University

14. Swaim, Victor Snipes. Determining the number of factors in data containing a single outlier: a study of factor analysis of simulated data.

Degree: PhD, Education, 2009, Louisiana State University

URL: etd-10282009-144508 ; https://digitalcommons.lsu.edu/gradschool_dissertations/3044

► Numerous procedures have been suggested for determining the number of factors to retain in factor analysis. However, previous studies have focused on comparing methods using… (more)

▼ Numerous procedures have been suggested for determining the number of factors to retain in factor analysis. However, previous studies have focused on comparing methods using normal data sets. This study had two phases. The first phase explored the Kaiser method, Scree test, Bartlett’s chi-square test, Minimum Average Partial (1976 & 2000), Horn’s parallel analysis, and Longman’s Parallel Analysis on normal data using the estimation methods of Maximum Likelihood (ML), Principal Component Analysis (PCA), and Principal Factor Analysis (PFA). The second phase explored the Kaiser method, Scree test, Minimum Average Partial (1976 & 2000), and Horn’s parallel analysis, and Longman’s Parallel Analysis on data that contained outliers using the estimation methods of PCA and PFA. In the first phase, sample correlation matrices were generated with varied conditions (sample size, number of variables, estimation methods). Three hundred sample correlation matrices were generated for each condition for a grand total of eighteen hundred. The performance of parallel analysis and the Kaiser method were generally the best across all situations. However, the increase in variables and sample size under each condition showed a difference in accuracy among the methods. The increase in sample size resulted in little difference between estimation methods of PCA and PFA. Recommendations concerning the accuracy of the methods under each condition are discussed. In the second phase, fifty sample correlation matrices were randomly selected from each of the three hundred sample correlations matrices under each condition. An outlier was randomly incorporated in each of the fifty sample correlation matrices. The squared Mahalanobis distance was recorded for each to determine the distance at which the methods start to fail. The research conducted here indicates that Parallel Analysis and Longman’s Parallel Analysis was very resistant to outliers in some specific cases. However, it was evident from the data that each method tended to make the incorrect decision on retaining the correct number of factors when the squared Mahalanobis distance reached a certain amount. A discussion of method performance is given on each of the conditions to help determine the most effective and useful combinations on dealing with the outliers.

Subjects/Keywords: factor analysis; outlier; principal component analysis; principal factor analysis; methods of extraction

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^th Edition):

Swaim, V. S. (2009). Determining the number of factors in data containing a single outlier: a study of factor analysis of simulated data. (Doctoral Dissertation). Louisiana State University. Retrieved from etd-10282009-144508 ; https://digitalcommons.lsu.edu/gradschool_dissertations/3044

Chicago Manual of Style (16^th Edition):

Swaim, Victor Snipes. “Determining the number of factors in data containing a single outlier: a study of factor analysis of simulated data.” 2009. Doctoral Dissertation, Louisiana State University. Accessed February 21, 2020. etd-10282009-144508 ; https://digitalcommons.lsu.edu/gradschool_dissertations/3044.

MLA Handbook (7^th Edition):

Swaim, Victor Snipes. “Determining the number of factors in data containing a single outlier: a study of factor analysis of simulated data.” 2009. Web. 21 Feb 2020.

Vancouver:

Swaim VS. Determining the number of factors in data containing a single outlier: a study of factor analysis of simulated data. [Internet] [Doctoral dissertation]. Louisiana State University; 2009. [cited 2020 Feb 21]. Available from: etd-10282009-144508 ; https://digitalcommons.lsu.edu/gradschool_dissertations/3044.

Council of Science Editors:

Swaim VS. Determining the number of factors in data containing a single outlier: a study of factor analysis of simulated data. [Doctoral Dissertation]. Louisiana State University; 2009. Available from: etd-10282009-144508 ; https://digitalcommons.lsu.edu/gradschool_dissertations/3044

NSYSU

15. Liu, Cheng-Chih. The Classification of In Vivo MR Spectra on Brain Abscesses Patients Using Independent Component Analysis.

Degree: Master, Computer Science and Engineering, 2012, NSYSU

URL: http://etd.lib.nsysu.edu.tw/ETD-db/ETD-search/view_etd?URN=etd-0904112-160105

► Magnetic Resonance Imaging (MRI) can obtain the tissues of in vivo non-invasively. Proton MR Spectroscopy uses the resonance principle to collect the signals of proton… (more)

Subjects/Keywords: independent component analysis; brain abscess; principal component analysis; classification; short TE; proton magnetic resonance spectroscopy

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^th Edition):

Liu, C. (2012). The Classification of In Vivo MR Spectra on Brain Abscesses Patients Using Independent Component Analysis. (Thesis). NSYSU. Retrieved from http://etd.lib.nsysu.edu.tw/ETD-db/ETD-search/view_etd?URN=etd-0904112-160105

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

Liu, Cheng-Chih. “The Classification of In Vivo MR Spectra on Brain Abscesses Patients Using Independent Component Analysis.” 2012. Thesis, NSYSU. Accessed February 21, 2020. http://etd.lib.nsysu.edu.tw/ETD-db/ETD-search/view_etd?URN=etd-0904112-160105.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

Liu, Cheng-Chih. “The Classification of In Vivo MR Spectra on Brain Abscesses Patients Using Independent Component Analysis.” 2012. Web. 21 Feb 2020.

Vancouver:

Liu C. The Classification of In Vivo MR Spectra on Brain Abscesses Patients Using Independent Component Analysis. [Internet] [Thesis]. NSYSU; 2012. [cited 2020 Feb 21]. Available from: http://etd.lib.nsysu.edu.tw/ETD-db/ETD-search/view_etd?URN=etd-0904112-160105.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Liu C. The Classification of In Vivo MR Spectra on Brain Abscesses Patients Using Independent Component Analysis. [Thesis]. NSYSU; 2012. Available from: http://etd.lib.nsysu.edu.tw/ETD-db/ETD-search/view_etd?URN=etd-0904112-160105

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Dalhousie University

16. Harding, Graeme Thomas. Obesity, Moderate Knee Osteoarthritis, and Knee Joint Dynamics.

Degree: Master of Applied Science, Department of Biomedical Engineering, 2012, Dalhousie University

URL: http://hdl.handle.net/10222/15437

► Obesity is a highly cited risk factor for knee osteoarthritis (OA) associated with increased risk of development of OA and accelerated disease progression. Rates of… (more)

Subjects/Keywords: Obesity Moderate Knee Osteoarthritis Joint Dynamics Gait Analysis Principal Component Analysis

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^th Edition):

Harding, G. T. (2012). Obesity, Moderate Knee Osteoarthritis, and Knee Joint Dynamics. (Masters Thesis). Dalhousie University. Retrieved from http://hdl.handle.net/10222/15437

Chicago Manual of Style (16^th Edition):

Harding, Graeme Thomas. “Obesity, Moderate Knee Osteoarthritis, and Knee Joint Dynamics.” 2012. Masters Thesis, Dalhousie University. Accessed February 21, 2020. http://hdl.handle.net/10222/15437.

MLA Handbook (7^th Edition):

Harding, Graeme Thomas. “Obesity, Moderate Knee Osteoarthritis, and Knee Joint Dynamics.” 2012. Web. 21 Feb 2020.

Vancouver:

Harding GT. Obesity, Moderate Knee Osteoarthritis, and Knee Joint Dynamics. [Internet] [Masters thesis]. Dalhousie University; 2012. [cited 2020 Feb 21]. Available from: http://hdl.handle.net/10222/15437.

Council of Science Editors:

Harding GT. Obesity, Moderate Knee Osteoarthritis, and Knee Joint Dynamics. [Masters Thesis]. Dalhousie University; 2012. Available from: http://hdl.handle.net/10222/15437

Dalhousie University

17. Quirk, David Adam. THE EFFECT OF HEALTHY AGING ON TRUNK NEUROMUSCULAR ACTIVATION PATTERNS DURING A CONTROLLED FUNCTIONAL TRANSFER TASK.

Degree: MS, School of Health & Human Performance, 2013, Dalhousie University

URL: http://hdl.handle.net/10222/21689

► Healthy aging is associated with an increased incidence of injuries such as low back pain and falling. Age-related changes in trunk neuromuscular activation patterns could… (more)

▼ Healthy aging is associated with an increased incidence of injuries such as low back pain and falling. Age-related changes in trunk neuromuscular activation patterns could potentially explain uncontrolled trunk motion, a risk factor for these injuries. The purpose of this study was two-fold: i) to establish if trunk neuromuscular activation patterns differ between older and younger adults, and ii) to identify if increased cognitive load can alter the activation patterns used by older adults. Participants performed a controlled dynamic transfer task known to challenge trunk musculature by continuously changing the external moment experienced by the spine. In this thesis, the transfer task was altered by increasing the external moment and cognitive load to address purpose i) and ii) respectively. Three dimensional trunk and pelvis motion and surface electromyograms for 24 trunk muscle sites were collected in two experiments. In the first experiment 26 younger adults, and 17 older adults, performed the transfer task at two physical task intensities. In a second experiment, eight of these older adults performed the dynamic transfer task while performing a simultaneous cognitive dual-task. An analysis of amplitude and temporal characteristics of EMG waveforms, using principal component analysis, showed that older adults had altered trunk neuromuscular activation patterns compared to younger adults. In particular, after accounting for physical task intensity, older adults have increased antagonist co-activation, less temporal variation to changing external moments, and changes in the synergistic relationships between trunk muscle sites. Increasing the cognitive load had no influence on the trunk neuromuscular activation patterns used by healthy active older adults. However, as cognitive performance was not measured in the dual-task it cannot be excluded that i) the cognitive task did not represent enough challenge to result in competition of cortical resources, or ii) the cognitive resources necessary for the successful completion of the transfer task were prioritized in older adults. Advisors/Committee Members: John Kozey, PhD (external-examiner), Lynne Robinson, PhD (graduate-coordinator), Michel Ladouceur, PhD (thesis-reader), Shaun Boe, PhD (thesis-reader), Cheryl Hubley-Kozey, PhD (thesis-supervisor), Received (ethics-approval), Not Applicable (manuscripts), Not Applicable (copyright-release).

Subjects/Keywords: Electromyography; Aging; Principal Component Analysis; Movement Analysis; Biomechanics

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^th Edition):

Quirk, D. A. (2013). THE EFFECT OF HEALTHY AGING ON TRUNK NEUROMUSCULAR ACTIVATION PATTERNS DURING A CONTROLLED FUNCTIONAL TRANSFER TASK. (Masters Thesis). Dalhousie University. Retrieved from http://hdl.handle.net/10222/21689

Chicago Manual of Style (16^th Edition):

Quirk, David Adam. “THE EFFECT OF HEALTHY AGING ON TRUNK NEUROMUSCULAR ACTIVATION PATTERNS DURING A CONTROLLED FUNCTIONAL TRANSFER TASK.” 2013. Masters Thesis, Dalhousie University. Accessed February 21, 2020. http://hdl.handle.net/10222/21689.

MLA Handbook (7^th Edition):

Quirk, David Adam. “THE EFFECT OF HEALTHY AGING ON TRUNK NEUROMUSCULAR ACTIVATION PATTERNS DURING A CONTROLLED FUNCTIONAL TRANSFER TASK.” 2013. Web. 21 Feb 2020.

Vancouver:

Quirk DA. THE EFFECT OF HEALTHY AGING ON TRUNK NEUROMUSCULAR ACTIVATION PATTERNS DURING A CONTROLLED FUNCTIONAL TRANSFER TASK. [Internet] [Masters thesis]. Dalhousie University; 2013. [cited 2020 Feb 21]. Available from: http://hdl.handle.net/10222/21689.

Council of Science Editors:

Quirk DA. THE EFFECT OF HEALTHY AGING ON TRUNK NEUROMUSCULAR ACTIVATION PATTERNS DURING A CONTROLLED FUNCTIONAL TRANSFER TASK. [Masters Thesis]. Dalhousie University; 2013. Available from: http://hdl.handle.net/10222/21689

18. Latha, P. Some studies on soft computing based Techniques for face recognition; -.

Degree: Information and Communication Engineering, 2014, Anna University

URL: http://shodhganga.inflibnet.ac.in/handle/10603/29248

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Face Recognition is one of the emerging and active research areas newlinein Image processing Pattern recognition and Computer vision Computer newlinevision based face recognition aims… (more)

Subjects/Keywords: Fisher s Linear Discriminant Analysis; Neural Networks; Principal Component Analysis

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^th Edition):

Latha, P. (2014). Some studies on soft computing based Techniques for face recognition; -. (Thesis). Anna University. Retrieved from http://shodhganga.inflibnet.ac.in/handle/10603/29248

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

Latha, P. “Some studies on soft computing based Techniques for face recognition; -.” 2014. Thesis, Anna University. Accessed February 21, 2020. http://shodhganga.inflibnet.ac.in/handle/10603/29248.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

Latha, P. “Some studies on soft computing based Techniques for face recognition; -.” 2014. Web. 21 Feb 2020.

Vancouver:

Latha P. Some studies on soft computing based Techniques for face recognition; -. [Internet] [Thesis]. Anna University; 2014. [cited 2020 Feb 21]. Available from: http://shodhganga.inflibnet.ac.in/handle/10603/29248.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Latha P. Some studies on soft computing based Techniques for face recognition; -. [Thesis]. Anna University; 2014. Available from: http://shodhganga.inflibnet.ac.in/handle/10603/29248

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Penn State University

19. Sliwinski, Anna. ELUCIDATING DIFFERENCES IN PHENOLIC PROFILE BETWEEN TEF (ERAGROSTIS TEF) VARIETIES USING MULTIVARIATE ANALYSES.

Degree: 2017, Penn State University

URL: https://etda.libraries.psu.edu/catalog/14208aqs6096

► Tef (Eragrostis tef) is a cereal grain endemic to Ethiopia. Due to its small size it is milled whole and, therefore, tef flour retains the… (more)

▼ Tef (Eragrostis tef) is a cereal grain endemic to Ethiopia. Due to its small size it is milled whole and, therefore, tef flour retains the phenolic compounds that are present mostly in the bran layer of the grain. These phenolic compounds are found in three forms: free, conjugated (bound to soluble fiber/sugars), and bound (bound to insoluble fiber). In cereals, bound phenolic compounds make up the largest portion of total phenolics and can be released by hydrolyzing the ester bonds with strong alkali or acid. It is thought that the distribution of phenolic compounds between these fractions and interaction with fiber within a certain food can have unique influence on metabolism and physiology in the body of those who consume it. However, many factors including variety can affect phenolic content. Eight tef varieties, six grown in the same season (2012) and location (Bishoftu, a.k.a. Debrezeit, Ethiopia) and two grown in Idaho, USA (purchased from TeffCo in 2016) were extracted to characterize their free, conjugated, and bound phenolic profiles. Extracts were analyzed by high performance liquid chromatography with a diode array detector (HPLC-DAD), and phenolic acids were identified and quantified by matching peak elution times to external standards and standard calibration curves, respectively. Principal component analysis (PCA) and multifactor analysis (MFA) were run to compare chromatograms of the different fractions and varieties. These analyses were able to differentiate between brown and white varieties in the free and bound phenolic fractions with separation in the first principal component being dominated by large hydrophobic compounds eluting in the flavonoid portion of the chromatogram. Ferulic acid was found to be the most abundant phenolic compound in the bound fraction with the DZ-Cr-384 (Kuncho) variety having the highest ferulic acid content (280.73 g/g defatted tef flour). There were no significant differences in total phenolic content between varieties as determined by the Folin-Ciocalteu assay. Advisors/Committee Members: Gregory Ray Ziegler, Thesis Advisor.

Subjects/Keywords: tef; eragrostis tef; phenolic; polyphenol; multivariate analysis; principal component analysis

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^th Edition):

Sliwinski, A. (2017). ELUCIDATING DIFFERENCES IN PHENOLIC PROFILE BETWEEN TEF (ERAGROSTIS TEF) VARIETIES USING MULTIVARIATE ANALYSES. (Thesis). Penn State University. Retrieved from https://etda.libraries.psu.edu/catalog/14208aqs6096

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

Sliwinski, Anna. “ELUCIDATING DIFFERENCES IN PHENOLIC PROFILE BETWEEN TEF (ERAGROSTIS TEF) VARIETIES USING MULTIVARIATE ANALYSES.” 2017. Thesis, Penn State University. Accessed February 21, 2020. https://etda.libraries.psu.edu/catalog/14208aqs6096.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

Sliwinski, Anna. “ELUCIDATING DIFFERENCES IN PHENOLIC PROFILE BETWEEN TEF (ERAGROSTIS TEF) VARIETIES USING MULTIVARIATE ANALYSES.” 2017. Web. 21 Feb 2020.

Vancouver:

Sliwinski A. ELUCIDATING DIFFERENCES IN PHENOLIC PROFILE BETWEEN TEF (ERAGROSTIS TEF) VARIETIES USING MULTIVARIATE ANALYSES. [Internet] [Thesis]. Penn State University; 2017. [cited 2020 Feb 21]. Available from: https://etda.libraries.psu.edu/catalog/14208aqs6096.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Sliwinski A. ELUCIDATING DIFFERENCES IN PHENOLIC PROFILE BETWEEN TEF (ERAGROSTIS TEF) VARIETIES USING MULTIVARIATE ANALYSES. [Thesis]. Penn State University; 2017. Available from: https://etda.libraries.psu.edu/catalog/14208aqs6096

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Universidade do Rio Grande do Sul

20. Martins, Vera Lúcia Milani. Combinação de previsões : uma proposta utilizando análise de componentes principais.

Degree: 2014, Universidade do Rio Grande do Sul

URL: http://hdl.handle.net/10183/109140

►

A obtenção de previsões com maior acuracidade é uma necessidade constantemente requerida, em tempos onde há imensa disponibilidade de dados e recursos computacionais cada dia… (more)

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A obtenção de previsões com maior acuracidade é uma necessidade constantemente requerida, em tempos onde há imensa disponibilidade de dados e recursos computacionais cada dia mais eficientes. Tais critérios possibilitaram o desenvolvimento de muitas técnicas de previsão individual ou de métodos de combinação que são considerados eficientes no intuito de reduzir erros. O desenvolvimento de novas técnicas, por sua vez, promove questionamentos quanto à identificação de quantas ou quais técnicas de previsão individual combinar. A literatura não é unânime ao tentar responder a estes questionamentos e indica a importância da correlação entre os erros de previsão na precisão da combinação. Posto isso, esta tese apresenta uma alternativa aos métodos atuais de combinar previsões, contemplando a correlação entre os erros de previsão, além de propor uma forma de identificar técnicas de previsão que sejam distintas quanto à modelagem de características da série de dados. Para identificar grupos de técnicas de previsão individual que sejam similares, utilizou-se a Análise de Agrupamentos em erros gerados por 15 técnicas de previsão que modelaram uma mesma série de dados real com tendência e sazonalidade. O resultado indicou a formação de 3 agrupamentos. Como alternativa aos métodos atuais de combinar previsão e selecionar a quantidade adequada de técnicas, utilizou-se a Análise de Componentes Principais. O método proposto mostrou-se viável quando comparado com outros métodos de combinação e quando submetido à modelagem de séries com maior variabilidade.

The obtaining of more accurate forecasts is a necessity often required in times where there is a huge availability of data and computing resources becoming more efficient every day. These criteria allowed the development of many individual forecasting techniques or combination methods that are considered efficient in order to reduce errors. The development of new techniques, in turn, promotes questioning as the identification of how many or which techniques to combine individual forecasts. The literature is not unanimous when trying to answer these questions and indicates the importance of the correlation between forecast errors on the accuracy of the combination. That said, this presents an alternative to current methods of combining forecasts, considering the correlation between forecast errors, and propose a way to identify predictive techniques that are different about the modeling features of the data series. To identify groups of individual forecasting techniques that are similar, it was used the cluster analysis on errors generated by 15 forecasting techniques that shaped the same series of real data with trend and seasonality. The result indicated the formation of 3 clusters. As an alternative to current methods of combining forecasting and selecting the appropriate amount of techniques, it was used the Principal Component Analysis. The proposed method has proved feasible when compared to other methods of combining and when subjected to modeling of series with greater…

Advisors/Committee Members: Werner, Liane.

Subjects/Keywords: Forecast combination; Estatística aplicada; Modelagem matemática; Principal component analysis; Cluster analysis

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APA (6^th Edition):

Martins, V. L. M. (2014). Combinação de previsões : uma proposta utilizando análise de componentes principais. (Thesis). Universidade do Rio Grande do Sul. Retrieved from http://hdl.handle.net/10183/109140

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

Martins, Vera Lúcia Milani. “Combinação de previsões : uma proposta utilizando análise de componentes principais.” 2014. Thesis, Universidade do Rio Grande do Sul. Accessed February 21, 2020. http://hdl.handle.net/10183/109140.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

Martins, Vera Lúcia Milani. “Combinação de previsões : uma proposta utilizando análise de componentes principais.” 2014. Web. 21 Feb 2020.

Vancouver:

Martins VLM. Combinação de previsões : uma proposta utilizando análise de componentes principais. [Internet] [Thesis]. Universidade do Rio Grande do Sul; 2014. [cited 2020 Feb 21]. Available from: http://hdl.handle.net/10183/109140.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Martins VLM. Combinação de previsões : uma proposta utilizando análise de componentes principais. [Thesis]. Universidade do Rio Grande do Sul; 2014. Available from: http://hdl.handle.net/10183/109140

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Brigham Young University

21. Broadbent, Lane David. Recognition of Infrastructure Events Using Principal Component Analysis.

Degree: MS, 2016, Brigham Young University

URL: https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=7197&context=etd

► Information Technology systems generate system log messages to allow for the monitoring of the system. In increasingly large and complex systems the volume of… (more)

Subjects/Keywords: syslog; log analysis; principal component analysis; Systems Engineering

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APA (6^th Edition):

Broadbent, L. D. (2016). Recognition of Infrastructure Events Using Principal Component Analysis. (Masters Thesis). Brigham Young University. Retrieved from https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=7197&context=etd

Chicago Manual of Style (16^th Edition):

Broadbent, Lane David. “Recognition of Infrastructure Events Using Principal Component Analysis.” 2016. Masters Thesis, Brigham Young University. Accessed February 21, 2020. https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=7197&context=etd.

MLA Handbook (7^th Edition):

Broadbent, Lane David. “Recognition of Infrastructure Events Using Principal Component Analysis.” 2016. Web. 21 Feb 2020.

Vancouver:

Broadbent LD. Recognition of Infrastructure Events Using Principal Component Analysis. [Internet] [Masters thesis]. Brigham Young University; 2016. [cited 2020 Feb 21]. Available from: https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=7197&context=etd.

Council of Science Editors:

Broadbent LD. Recognition of Infrastructure Events Using Principal Component Analysis. [Masters Thesis]. Brigham Young University; 2016. Available from: https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=7197&context=etd

University of Toronto

22. Glicksman, Robin Alyssa. "Next Generation" Approaches in Diet Pattern Analysis: Assessing the Impact of Different Statistical Methods and Physiological Intermediate Variables.

Degree: 2016, University of Toronto

URL: http://hdl.handle.net/1807/74832

►

The objective of this thesis was to compare dietary patterns (DPs) derived using principal component analysis (PCA), reduced rank regression (RRR) and partial least square… (more)

Subjects/Keywords: Partial Least Square Analysis; Principal Component Analysis; Reduced Rank Regression; 0570

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APA (6^th Edition):

Glicksman, R. A. (2016). "Next Generation" Approaches in Diet Pattern Analysis: Assessing the Impact of Different Statistical Methods and Physiological Intermediate Variables. (Masters Thesis). University of Toronto. Retrieved from http://hdl.handle.net/1807/74832

Chicago Manual of Style (16^th Edition):

Glicksman, Robin Alyssa. “"Next Generation" Approaches in Diet Pattern Analysis: Assessing the Impact of Different Statistical Methods and Physiological Intermediate Variables.” 2016. Masters Thesis, University of Toronto. Accessed February 21, 2020. http://hdl.handle.net/1807/74832.

MLA Handbook (7^th Edition):

Glicksman, Robin Alyssa. “"Next Generation" Approaches in Diet Pattern Analysis: Assessing the Impact of Different Statistical Methods and Physiological Intermediate Variables.” 2016. Web. 21 Feb 2020.

Vancouver:

Glicksman RA. "Next Generation" Approaches in Diet Pattern Analysis: Assessing the Impact of Different Statistical Methods and Physiological Intermediate Variables. [Internet] [Masters thesis]. University of Toronto; 2016. [cited 2020 Feb 21]. Available from: http://hdl.handle.net/1807/74832.

Council of Science Editors:

Glicksman RA. "Next Generation" Approaches in Diet Pattern Analysis: Assessing the Impact of Different Statistical Methods and Physiological Intermediate Variables. [Masters Thesis]. University of Toronto; 2016. Available from: http://hdl.handle.net/1807/74832

Wright State University

23. Coleman, Ashley B. Feature Extraction using Dimensionality Reduction Techniques: Capturing the Human Perspective.

Degree: MS, Computer Science, 2015, Wright State University

URL: http://rave.ohiolink.edu/etdc/view?acc_num=wright1452775165

► The purpose of this paper is to determine if any of the four commonly used dimensionality reduction techniques are reliable at extracting the same features… (more)

Subjects/Keywords: Computer Science; Feature Extraction; Dimensionality Reduction; Principal Component Analysis; Multi-dimensional Scaling; Isomap; Kernel Principal Component Analysis

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APA (6^th Edition):

Coleman, A. B. (2015). Feature Extraction using Dimensionality Reduction Techniques: Capturing the Human Perspective. (Masters Thesis). Wright State University. Retrieved from http://rave.ohiolink.edu/etdc/view?acc_num=wright1452775165

Chicago Manual of Style (16^th Edition):

Coleman, Ashley B. “Feature Extraction using Dimensionality Reduction Techniques: Capturing the Human Perspective.” 2015. Masters Thesis, Wright State University. Accessed February 21, 2020. http://rave.ohiolink.edu/etdc/view?acc_num=wright1452775165.

MLA Handbook (7^th Edition):

Coleman, Ashley B. “Feature Extraction using Dimensionality Reduction Techniques: Capturing the Human Perspective.” 2015. Web. 21 Feb 2020.

Vancouver:

Coleman AB. Feature Extraction using Dimensionality Reduction Techniques: Capturing the Human Perspective. [Internet] [Masters thesis]. Wright State University; 2015. [cited 2020 Feb 21]. Available from: http://rave.ohiolink.edu/etdc/view?acc_num=wright1452775165.

Council of Science Editors:

Coleman AB. Feature Extraction using Dimensionality Reduction Techniques: Capturing the Human Perspective. [Masters Thesis]. Wright State University; 2015. Available from: http://rave.ohiolink.edu/etdc/view?acc_num=wright1452775165

University of Toronto

24. Mitry, Mina. Reduced Order Surrogate Modelling (ROSM) of High Dimensional Deterministic Simulations.

Degree: 2014, University of Toronto

URL: http://hdl.handle.net/1807/68047

Often, computationally expensive engineering simulations can prohibit the engineering design process. As a result, designers may turn to a less computationally demanding approximate, or surrogate, model to facilitate their design process. However, owing to the

M.A.S.

Advisors/Committee Members: Nair, B Prasanth, Aerospace Science and Engineering.

Subjects/Keywords: dimensionality reduction; high dimensional data; kernel principal component analysis; linear principal component analysis; reduced order model; surrogate modelling; 0538

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APA (6^th Edition):

Mitry, M. (2014). Reduced Order Surrogate Modelling (ROSM) of High Dimensional Deterministic Simulations. (Masters Thesis). University of Toronto. Retrieved from http://hdl.handle.net/1807/68047

Chicago Manual of Style (16^th Edition):

Mitry, Mina. “Reduced Order Surrogate Modelling (ROSM) of High Dimensional Deterministic Simulations.” 2014. Masters Thesis, University of Toronto. Accessed February 21, 2020. http://hdl.handle.net/1807/68047.

MLA Handbook (7^th Edition):

Mitry, Mina. “Reduced Order Surrogate Modelling (ROSM) of High Dimensional Deterministic Simulations.” 2014. Web. 21 Feb 2020.

Vancouver:

Mitry M. Reduced Order Surrogate Modelling (ROSM) of High Dimensional Deterministic Simulations. [Internet] [Masters thesis]. University of Toronto; 2014. [cited 2020 Feb 21]. Available from: http://hdl.handle.net/1807/68047.

Council of Science Editors:

Mitry M. Reduced Order Surrogate Modelling (ROSM) of High Dimensional Deterministic Simulations. [Masters Thesis]. University of Toronto; 2014. Available from: http://hdl.handle.net/1807/68047

University of Akron

25. Zuzarte, Ian Jeromino. A Principal Component Regression Analysis for Detection of the Onset of Nocturnal Hypoglycemia in Type 1 Diabetic Patients.

Degree: MSin Engineering, Biomedical Engineering, 2008, University of Akron

URL: http://rave.ohiolink.edu/etdc/view?acc_num=akron1226955083

► Nocturnal hypoglycemia has been a factor in the sudden deaths of diabetic patients. Episodes of hypoglycemia in adults and children with Type 1 diabetes induce… (more)

Subjects/Keywords: Biomedical Research; Engineering; Nocturnal hypoglycemia; Type 1 diabetes; Prolonged QTc; T-wave; Principal Component Analysis; Principal Component Regression

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APA (6^th Edition):

Zuzarte, I. J. (2008). A Principal Component Regression Analysis for Detection of the Onset of Nocturnal Hypoglycemia in Type 1 Diabetic Patients. (Masters Thesis). University of Akron. Retrieved from http://rave.ohiolink.edu/etdc/view?acc_num=akron1226955083

Chicago Manual of Style (16^th Edition):

Zuzarte, Ian Jeromino. “A Principal Component Regression Analysis for Detection of the Onset of Nocturnal Hypoglycemia in Type 1 Diabetic Patients.” 2008. Masters Thesis, University of Akron. Accessed February 21, 2020. http://rave.ohiolink.edu/etdc/view?acc_num=akron1226955083.

MLA Handbook (7^th Edition):

Zuzarte, Ian Jeromino. “A Principal Component Regression Analysis for Detection of the Onset of Nocturnal Hypoglycemia in Type 1 Diabetic Patients.” 2008. Web. 21 Feb 2020.

Vancouver:

Zuzarte IJ. A Principal Component Regression Analysis for Detection of the Onset of Nocturnal Hypoglycemia in Type 1 Diabetic Patients. [Internet] [Masters thesis]. University of Akron; 2008. [cited 2020 Feb 21]. Available from: http://rave.ohiolink.edu/etdc/view?acc_num=akron1226955083.

Council of Science Editors:

Zuzarte IJ. A Principal Component Regression Analysis for Detection of the Onset of Nocturnal Hypoglycemia in Type 1 Diabetic Patients. [Masters Thesis]. University of Akron; 2008. Available from: http://rave.ohiolink.edu/etdc/view?acc_num=akron1226955083

Durham University

26. Roy, Samita. Pyrite oxidation in coal-bearing strata : controls on in-situ oxidation as a precursor of acid mine drainage formation.

Degree: PhD, 2002, Durham University

URL: http://etheses.dur.ac.uk/3753/ ; http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.268693

► Pyrite oxidation in coal-bearing strata is recognised as the main precursor to Acidic Mine Drainage (AMD) generation. Predicting AMD quality and quantity for remediation, or… (more)

▼ Pyrite oxidation in coal-bearing strata is recognised as the main precursor to Acidic Mine Drainage (AMD) generation. Predicting AMD quality and quantity for remediation, or proposed extraction, requires assessment of interactions between oxidising fluids and pyrite, and between oxidation products and groundwater. Current predictive methods and models rarely account for individual mineral weathering rates, or their distribution within rock. Better constraints on the importance of such variables in controlling rock leachate are required to provide more reliable predictions of AMD quality. In this study assumptions made during modelling of AMD generation were tested including; homogeneity of rock chemical and physical characteristics, controls on the rate of embedded pyrite oxidation and oxidation front ingress. The main conclusions of this work are:• The ingress of a pyrite oxidation front into coal-bearing strata depends on dominant oxidant transport mechanism, pyrite morphology and rock pore-size distribution.• Although pyrite oxidation rates predicted from rate laws and derived from experimental weathering of coal-bearing strata agree, uncertainty in surface area of framboids produces at least an order of magnitude error in predicted rates.• Pyrite oxidation products in partly unsaturated rock are removed to solution via a cycle of dissolution and precipitation at the water-rock interface. Dissolution mainly occurs along rock cleavage planes, as does diffusion of dissolved oxidant.• Significant variance of whole seam S and pyrite wt % existed over a 30 m exposure of an analysed coal seam. Assuming a seam mean pyrite wt % to predict net acid producing potential for coal and shale seams may be unsuitable, at this scale at least.• Seasonal variation in AMD discharge chemistry indicates that base-flow is not necessarily representative of extreme poor quality leachate. Summer and winter storms, following relatively dry periods, tended to release the greatest volume of pyrite oxidation products.

Subjects/Keywords: 553; Principal component analysis

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APA (6^th Edition):

Roy, S. (2002). Pyrite oxidation in coal-bearing strata : controls on in-situ oxidation as a precursor of acid mine drainage formation. (Doctoral Dissertation). Durham University. Retrieved from http://etheses.dur.ac.uk/3753/ ; http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.268693

Chicago Manual of Style (16^th Edition):

Roy, Samita. “Pyrite oxidation in coal-bearing strata : controls on in-situ oxidation as a precursor of acid mine drainage formation.” 2002. Doctoral Dissertation, Durham University. Accessed February 21, 2020. http://etheses.dur.ac.uk/3753/ ; http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.268693.

MLA Handbook (7^th Edition):

Roy, Samita. “Pyrite oxidation in coal-bearing strata : controls on in-situ oxidation as a precursor of acid mine drainage formation.” 2002. Web. 21 Feb 2020.

Vancouver:

Roy S. Pyrite oxidation in coal-bearing strata : controls on in-situ oxidation as a precursor of acid mine drainage formation. [Internet] [Doctoral dissertation]. Durham University; 2002. [cited 2020 Feb 21]. Available from: http://etheses.dur.ac.uk/3753/ ; http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.268693.

Council of Science Editors:

Roy S. Pyrite oxidation in coal-bearing strata : controls on in-situ oxidation as a precursor of acid mine drainage formation. [Doctoral Dissertation]. Durham University; 2002. Available from: http://etheses.dur.ac.uk/3753/ ; http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.268693

University of Utah

27. Kennedy, Brett Jacob. Identifying sources of genetic differentiation in human populations.

Degree: PhD, Anthropology, 2013, University of Utah

URL: http://content.lib.utah.edu/cdm/singleitem/collection/etd3/id/3463/rec/1288

► The main concern of human population genetics is to identify and describe geneticdifferences between groups of people. These differences give insight into the evolutionaryprocesses and… (more)

Subjects/Keywords: Admixture; Human adaptation; Population genetics; Principal component analysis

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APA (6^th Edition):

Kennedy, B. J. (2013). Identifying sources of genetic differentiation in human populations. (Doctoral Dissertation). University of Utah. Retrieved from http://content.lib.utah.edu/cdm/singleitem/collection/etd3/id/3463/rec/1288

Chicago Manual of Style (16^th Edition):

Kennedy, Brett Jacob. “Identifying sources of genetic differentiation in human populations.” 2013. Doctoral Dissertation, University of Utah. Accessed February 21, 2020. http://content.lib.utah.edu/cdm/singleitem/collection/etd3/id/3463/rec/1288.

MLA Handbook (7^th Edition):

Kennedy, Brett Jacob. “Identifying sources of genetic differentiation in human populations.” 2013. Web. 21 Feb 2020.

Vancouver:

Kennedy BJ. Identifying sources of genetic differentiation in human populations. [Internet] [Doctoral dissertation]. University of Utah; 2013. [cited 2020 Feb 21]. Available from: http://content.lib.utah.edu/cdm/singleitem/collection/etd3/id/3463/rec/1288.

Council of Science Editors:

Kennedy BJ. Identifying sources of genetic differentiation in human populations. [Doctoral Dissertation]. University of Utah; 2013. Available from: http://content.lib.utah.edu/cdm/singleitem/collection/etd3/id/3463/rec/1288

Loughborough University

28. Zainun, Noor Y. B. Computerized model to forecast low-cost housing demand in urban area in Malaysia using Artificial Neural Networks (ANN).

Degree: PhD, 2011, Loughborough University

URL: https://dspace.lboro.ac.uk/2134/9833 ; http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.568327

► The forecasted proportions of urban population to total population in Malaysia are steadily increasing from 26% in 1965 to 70% in 2020. Therefore, there is… (more)

▼ The forecasted proportions of urban population to total population in Malaysia are steadily increasing from 26% in 1965 to 70% in 2020. Therefore, there is a need to fully appreciate the legacy of the urbanization of Malaysia by providing affordable housing. The main aim of this study is to focus on developing a model to forecast the demand of low cost housing in urban areas. The study is focused on eight states in Peninsular Malaysia, as most of these states are among the areas predicted to have achieved the highest urbanization level in the country. The states are Kedah, Penang, Perlis, Kelantan, Terengganu, Perak, Pahang and Johor. Monthly time-series data for six to eight years of nine indicators including: population growth; birth rate; child mortality rate; unemployment rate; household income rate; inflation rate; GDP; poverty rate and housing stocks have been used to forecast the demand on low cost housing using Artificial Neural Network (ANN) approach. The data is collected from the Department of Malaysian Statistics, the Ministry of Housing and the Housing Department of the State Secretary. The Principal Component Analysis (PCA) method has been adopted to analyze the data using SPSS 18.0 package. The performance of the Neural Network is evaluated using R squared (R2) and the accuracy of the model is measured using the Mean Absolute Percentage Error (MAPE). Lastly, a user friendly interface is developed using Visual Basic. From the results, it was found that the best Neural Network to forecast the demand on low cost housing in Kedah is 2-16-1, Pahang 2-15-1, Kelantan 2-25-1, Terengganu 2-30-1, Perlis 3-5-1, Pulau Pinang 3-7-1, Johor 3-38-1 and Perak 3-24-1. In conclusion, the evaluation performance of the model through the MAPE value shows that the NN model can forecast the low-cost housing demand very good in Pulau Pinang, Johor, Pahang and Kelantan, where else good in Kedah and Terengganu while in Perlis and Perak it is not accurate due to the lack of data. The study has successfully developed a user friendly interface to retrieve and view all the data easily.

Subjects/Keywords: 363.5; Low-cost housing demand; Principal component analysis; Artificial neural networks

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APA (6^th Edition):

Zainun, N. Y. B. (2011). Computerized model to forecast low-cost housing demand in urban area in Malaysia using Artificial Neural Networks (ANN). (Doctoral Dissertation). Loughborough University. Retrieved from https://dspace.lboro.ac.uk/2134/9833 ; http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.568327

Chicago Manual of Style (16^th Edition):

Zainun, Noor Y B. “Computerized model to forecast low-cost housing demand in urban area in Malaysia using Artificial Neural Networks (ANN).” 2011. Doctoral Dissertation, Loughborough University. Accessed February 21, 2020. https://dspace.lboro.ac.uk/2134/9833 ; http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.568327.

MLA Handbook (7^th Edition):

Zainun, Noor Y B. “Computerized model to forecast low-cost housing demand in urban area in Malaysia using Artificial Neural Networks (ANN).” 2011. Web. 21 Feb 2020.

Vancouver:

Zainun NYB. Computerized model to forecast low-cost housing demand in urban area in Malaysia using Artificial Neural Networks (ANN). [Internet] [Doctoral dissertation]. Loughborough University; 2011. [cited 2020 Feb 21]. Available from: https://dspace.lboro.ac.uk/2134/9833 ; http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.568327.

Council of Science Editors:

Zainun NYB. Computerized model to forecast low-cost housing demand in urban area in Malaysia using Artificial Neural Networks (ANN). [Doctoral Dissertation]. Loughborough University; 2011. Available from: https://dspace.lboro.ac.uk/2134/9833 ; http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.568327

29. Γεωργακόπουλος, Σπυρίδων. Αναγνώριση προσώπων σε εικόνες.

Degree: 2013, University of Patras

URL: http://hdl.handle.net/10889/6186

►

Η παρούσα μεταπτυχιακή εργασία ασχολείται με τη μελέτη, το σχεδιασμό και την υλοποίηση ενός συστήματος αναγνώρισης προσώπων σε ψηφιακές εικόνες. Για την υλοποίηση αυτή θα… (more)

Subjects/Keywords: Αναγνώριση προσώπων; Ανάλυση κυρίων συνιστωσών; 006.37; Face recognition; Principal component analysis

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APA (6^th Edition):

Γεωργακόπουλος, �. (2013). Αναγνώριση προσώπων σε εικόνες. (Masters Thesis). University of Patras. Retrieved from http://hdl.handle.net/10889/6186

Chicago Manual of Style (16^th Edition):

Γεωργακόπουλος, Σπυρίδων. “Αναγνώριση προσώπων σε εικόνες.” 2013. Masters Thesis, University of Patras. Accessed February 21, 2020. http://hdl.handle.net/10889/6186.

MLA Handbook (7^th Edition):

Γεωργακόπουλος, Σπυρίδων. “Αναγνώριση προσώπων σε εικόνες.” 2013. Web. 21 Feb 2020.

Vancouver:

Γεωργακόπουλος �. Αναγνώριση προσώπων σε εικόνες. [Internet] [Masters thesis]. University of Patras; 2013. [cited 2020 Feb 21]. Available from: http://hdl.handle.net/10889/6186.

Council of Science Editors:

Γεωργακόπουλος �. Αναγνώριση προσώπων σε εικόνες. [Masters Thesis]. University of Patras; 2013. Available from: http://hdl.handle.net/10889/6186

University of Illinois – Urbana-Champaign

30. Xu, Tianning. Using data analytics to examine undergraduate computer science student course performance.

Degree: MS, 0112, 2015, University of Illinois – Urbana-Champaign

URL: http://hdl.handle.net/2142/73022

► Four studies were conducted using different data analytic techniques to give insight into how undergraduate students perform in their required courses in the computer science… (more)

Subjects/Keywords: Principal Component Analysis; Support Vector Machine; Decision Tree; Computer Science Undergraduates

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APA (6^th Edition):

Xu, T. (2015). Using data analytics to examine undergraduate computer science student course performance. (Thesis). University of Illinois – Urbana-Champaign. Retrieved from http://hdl.handle.net/2142/73022

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

Xu, Tianning. “Using data analytics to examine undergraduate computer science student course performance.” 2015. Thesis, University of Illinois – Urbana-Champaign. Accessed February 21, 2020. http://hdl.handle.net/2142/73022.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

Xu, Tianning. “Using data analytics to examine undergraduate computer science student course performance.” 2015. Web. 21 Feb 2020.

Vancouver:

Xu T. Using data analytics to examine undergraduate computer science student course performance. [Internet] [Thesis]. University of Illinois – Urbana-Champaign; 2015. [cited 2020 Feb 21]. Available from: http://hdl.handle.net/2142/73022.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Xu T. Using data analytics to examine undergraduate computer science student course performance. [Thesis]. University of Illinois – Urbana-Champaign; 2015. Available from: http://hdl.handle.net/2142/73022

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Open Access Theses and Dissertations