Advanced search options

Advanced Search Options 🞨

Browse by author name (“Author name starts with…”).

Find ETDs with:

in
/  
in
/  
in
/  
in

Written in Published in Earliest date Latest date

Sorted by

Results per page:

Sorted by: relevance · author · university · dateNew search

You searched for subject:(Cost sensitive learning). Showing records 1 – 16 of 16 total matches.

Search Limiters

Last 2 Years | English Only

No search limiters apply to these results.

▼ Search Limiters


University of Technology, Sydney

1. Wang, T. Efficient techniques for cost-sensitive learning with multiple cost considerations.

Degree: 2013, University of Technology, Sydney

Cost-sensitive learning is one of the active research topics in data mining and machine learning, designed for dealing with the non-uniform cost of misclassification errors.… (more)

Subjects/Keywords: Data mining.; Machine learning.; Cost-sensitive learning.

Record DetailsSimilar RecordsGoogle PlusoneFacebookTwitterCiteULikeMendeleyreddit

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

APA (6th Edition):

Wang, T. (2013). Efficient techniques for cost-sensitive learning with multiple cost considerations. (Thesis). University of Technology, Sydney. Retrieved from http://hdl.handle.net/10453/23546

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

Chicago Manual of Style (16th Edition):

Wang, T. “Efficient techniques for cost-sensitive learning with multiple cost considerations.” 2013. Thesis, University of Technology, Sydney. Accessed April 18, 2019. http://hdl.handle.net/10453/23546.

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

MLA Handbook (7th Edition):

Wang, T. “Efficient techniques for cost-sensitive learning with multiple cost considerations.” 2013. Web. 18 Apr 2019.

Vancouver:

Wang T. Efficient techniques for cost-sensitive learning with multiple cost considerations. [Internet] [Thesis]. University of Technology, Sydney; 2013. [cited 2019 Apr 18]. Available from: http://hdl.handle.net/10453/23546.

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

Council of Science Editors:

Wang T. Efficient techniques for cost-sensitive learning with multiple cost considerations. [Thesis]. University of Technology, Sydney; 2013. Available from: http://hdl.handle.net/10453/23546

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


University of Texas – Austin

2. Vijayanarasimhan, Sudheendra. Active visual category learning.

Degree: Computer Sciences, 2011, University of Texas – Austin

 Visual recognition research develops algorithms and representations to autonomously recognize visual entities such as objects, actions, and attributes. The traditional protocol involves manually collecting training… (more)

Subjects/Keywords: Artificial intelligence; Active learning; Object recognition; Object detection; Cost-sensitive learning; Multi-level learning; Budgeted learning; Large-scale active learning; Live learning; Machine learning; Visual recognition system

Record DetailsSimilar RecordsGoogle PlusoneFacebookTwitterCiteULikeMendeleyreddit

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

APA (6th Edition):

Vijayanarasimhan, S. (2011). Active visual category learning. (Thesis). University of Texas – Austin. Retrieved from http://hdl.handle.net/2152/ETD-UT-2011-05-3014

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

Chicago Manual of Style (16th Edition):

Vijayanarasimhan, Sudheendra. “Active visual category learning.” 2011. Thesis, University of Texas – Austin. Accessed April 18, 2019. http://hdl.handle.net/2152/ETD-UT-2011-05-3014.

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

MLA Handbook (7th Edition):

Vijayanarasimhan, Sudheendra. “Active visual category learning.” 2011. Web. 18 Apr 2019.

Vancouver:

Vijayanarasimhan S. Active visual category learning. [Internet] [Thesis]. University of Texas – Austin; 2011. [cited 2019 Apr 18]. Available from: http://hdl.handle.net/2152/ETD-UT-2011-05-3014.

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

Council of Science Editors:

Vijayanarasimhan S. Active visual category learning. [Thesis]. University of Texas – Austin; 2011. Available from: http://hdl.handle.net/2152/ETD-UT-2011-05-3014

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


University of Waterloo

3. Sun, Yanmin. Cost-Sensitive Boosting for Classification of Imbalanced Data.

Degree: 2007, University of Waterloo

 The classification of data with imbalanced class distributions has posed a significant drawback in the performance attainable by most well-developed classification systems, which assume relatively… (more)

Subjects/Keywords: Classification; Imbalanced Data; Cost-Sensitive Learning; Boosting

Record DetailsSimilar RecordsGoogle PlusoneFacebookTwitterCiteULikeMendeleyreddit

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

APA (6th Edition):

Sun, Y. (2007). Cost-Sensitive Boosting for Classification of Imbalanced Data. (Thesis). University of Waterloo. Retrieved from http://hdl.handle.net/10012/3000

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

Chicago Manual of Style (16th Edition):

Sun, Yanmin. “Cost-Sensitive Boosting for Classification of Imbalanced Data.” 2007. Thesis, University of Waterloo. Accessed April 18, 2019. http://hdl.handle.net/10012/3000.

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

MLA Handbook (7th Edition):

Sun, Yanmin. “Cost-Sensitive Boosting for Classification of Imbalanced Data.” 2007. Web. 18 Apr 2019.

Vancouver:

Sun Y. Cost-Sensitive Boosting for Classification of Imbalanced Data. [Internet] [Thesis]. University of Waterloo; 2007. [cited 2019 Apr 18]. Available from: http://hdl.handle.net/10012/3000.

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

Council of Science Editors:

Sun Y. Cost-Sensitive Boosting for Classification of Imbalanced Data. [Thesis]. University of Waterloo; 2007. Available from: http://hdl.handle.net/10012/3000

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

4. Santos Rodríguez, Raúl. Cost-sensitive classification based on Bregman divergences.

Degree: 2018, Universidad Carlos III de Madrid

Subjects/Keywords: Cost-sensitive classification; Bregman divergences; Machine learning; Informática

Record DetailsSimilar RecordsGoogle PlusoneFacebookTwitterCiteULikeMendeleyreddit

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

APA (6th Edition):

Santos Rodríguez, R. (2018). Cost-sensitive classification based on Bregman divergences. (Thesis). Universidad Carlos III de Madrid. Retrieved from http://hdl.handle.net/10016/12508

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

Chicago Manual of Style (16th Edition):

Santos Rodríguez, Raúl. “Cost-sensitive classification based on Bregman divergences.” 2018. Thesis, Universidad Carlos III de Madrid. Accessed April 18, 2019. http://hdl.handle.net/10016/12508.

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

MLA Handbook (7th Edition):

Santos Rodríguez, Raúl. “Cost-sensitive classification based on Bregman divergences.” 2018. Web. 18 Apr 2019.

Vancouver:

Santos Rodríguez R. Cost-sensitive classification based on Bregman divergences. [Internet] [Thesis]. Universidad Carlos III de Madrid; 2018. [cited 2019 Apr 18]. Available from: http://hdl.handle.net/10016/12508.

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

Council of Science Editors:

Santos Rodríguez R. Cost-sensitive classification based on Bregman divergences. [Thesis]. Universidad Carlos III de Madrid; 2018. Available from: http://hdl.handle.net/10016/12508

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


Brigham Young University

5. Haertel, Robbie A. Practical Cost-Conscious Active Learning for Data Annotation in Annotator-Initiated Environments.

Degree: PhD, 2013, Brigham Young University

  Many projects exist whose purpose is to augment raw data with annotations that increase the usefulness of the data. The number of these projects… (more)

Subjects/Keywords: active learning; cost-sensitive learning; machine learning; return-on-investment; Bayesian models; parallel active learning; natural language processing; part-of-speech tagging; Computer Sciences

Record DetailsSimilar RecordsGoogle PlusoneFacebookTwitterCiteULikeMendeleyreddit

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

APA (6th Edition):

Haertel, R. A. (2013). Practical Cost-Conscious Active Learning for Data Annotation in Annotator-Initiated Environments. (Doctoral Dissertation). Brigham Young University. Retrieved from https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=5232&context=etd

Chicago Manual of Style (16th Edition):

Haertel, Robbie A. “Practical Cost-Conscious Active Learning for Data Annotation in Annotator-Initiated Environments.” 2013. Doctoral Dissertation, Brigham Young University. Accessed April 18, 2019. https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=5232&context=etd.

MLA Handbook (7th Edition):

Haertel, Robbie A. “Practical Cost-Conscious Active Learning for Data Annotation in Annotator-Initiated Environments.” 2013. Web. 18 Apr 2019.

Vancouver:

Haertel RA. Practical Cost-Conscious Active Learning for Data Annotation in Annotator-Initiated Environments. [Internet] [Doctoral dissertation]. Brigham Young University; 2013. [cited 2019 Apr 18]. Available from: https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=5232&context=etd.

Council of Science Editors:

Haertel RA. Practical Cost-Conscious Active Learning for Data Annotation in Annotator-Initiated Environments. [Doctoral Dissertation]. Brigham Young University; 2013. Available from: https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=5232&context=etd


University of Manchester

6. Nikolaou, Nikolaos. Cost-sensitive boosting : a unified approach.

Degree: PhD, 2016, University of Manchester

 In this thesis we provide a unifying framework for two decades of work in an area of Machine Learning known as cost-sensitive Boosting algorithms. This… (more)

Subjects/Keywords: 006.3; Boosting; Adaboost; cost-sensitive; imbalanced classes; risk minimization; classifier calibration; functional gradient descent; decision theory; margin theory; product of experts; ensemble learning; probability estimation

Record DetailsSimilar RecordsGoogle PlusoneFacebookTwitterCiteULikeMendeleyreddit

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

APA (6th Edition):

Nikolaou, N. (2016). Cost-sensitive boosting : a unified approach. (Doctoral Dissertation). University of Manchester. Retrieved from https://www.research.manchester.ac.uk/portal/en/theses/costsensitive-boosting-a-unified-approach(ae9bb7bd-743e-40b8-b50f-eb59461d9d36).html ; http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.706245

Chicago Manual of Style (16th Edition):

Nikolaou, Nikolaos. “Cost-sensitive boosting : a unified approach.” 2016. Doctoral Dissertation, University of Manchester. Accessed April 18, 2019. https://www.research.manchester.ac.uk/portal/en/theses/costsensitive-boosting-a-unified-approach(ae9bb7bd-743e-40b8-b50f-eb59461d9d36).html ; http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.706245.

MLA Handbook (7th Edition):

Nikolaou, Nikolaos. “Cost-sensitive boosting : a unified approach.” 2016. Web. 18 Apr 2019.

Vancouver:

Nikolaou N. Cost-sensitive boosting : a unified approach. [Internet] [Doctoral dissertation]. University of Manchester; 2016. [cited 2019 Apr 18]. Available from: https://www.research.manchester.ac.uk/portal/en/theses/costsensitive-boosting-a-unified-approach(ae9bb7bd-743e-40b8-b50f-eb59461d9d36).html ; http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.706245.

Council of Science Editors:

Nikolaou N. Cost-sensitive boosting : a unified approach. [Doctoral Dissertation]. University of Manchester; 2016. Available from: https://www.research.manchester.ac.uk/portal/en/theses/costsensitive-boosting-a-unified-approach(ae9bb7bd-743e-40b8-b50f-eb59461d9d36).html ; http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.706245


University of Manchester

7. Nikolaou, Nikolaos. Cost-sensitive boosting: A unified approach.

Degree: 2016, University of Manchester

 In this thesis we provide a unifying framework for two decades of work in an area of Machine Learning known as cost-sensitive Boosting algorithms. This… (more)

Subjects/Keywords: Boosting; Adaboost; cost-sensitive; imbalanced classes; risk minimization; classifier calibration; functional gradient descent; decision theory; margin theory; product of experts; ensemble learning; probability estimation

Record DetailsSimilar RecordsGoogle PlusoneFacebookTwitterCiteULikeMendeleyreddit

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

APA (6th Edition):

Nikolaou, N. (2016). Cost-sensitive boosting: A unified approach. (Doctoral Dissertation). University of Manchester. Retrieved from http://www.manchester.ac.uk/escholar/uk-ac-man-scw:306158

Chicago Manual of Style (16th Edition):

Nikolaou, Nikolaos. “Cost-sensitive boosting: A unified approach.” 2016. Doctoral Dissertation, University of Manchester. Accessed April 18, 2019. http://www.manchester.ac.uk/escholar/uk-ac-man-scw:306158.

MLA Handbook (7th Edition):

Nikolaou, Nikolaos. “Cost-sensitive boosting: A unified approach.” 2016. Web. 18 Apr 2019.

Vancouver:

Nikolaou N. Cost-sensitive boosting: A unified approach. [Internet] [Doctoral dissertation]. University of Manchester; 2016. [cited 2019 Apr 18]. Available from: http://www.manchester.ac.uk/escholar/uk-ac-man-scw:306158.

Council of Science Editors:

Nikolaou N. Cost-sensitive boosting: A unified approach. [Doctoral Dissertation]. University of Manchester; 2016. Available from: http://www.manchester.ac.uk/escholar/uk-ac-man-scw:306158


University of Ottawa

8. Wang, Xiaoguang. Design and Analysis of Techniques for Multiple-Instance Learning in the Presence of Balanced and Skewed Class Distributions .

Degree: 2015, University of Ottawa

 With the continuous expansion of data availability in many large-scale, complex, and networked systems, such as surveillance, security, the Internet, and finance, it becomes critical… (more)

Subjects/Keywords: Multiple-Instance Learning; Balanced Class Distributions; Skewed Class Distributions; Multi-View; Data Fusion; Multi-Kernel SVM; SMOTE; Cost-sensitive Boosting; Instance-weighted Boosting SVM

Record DetailsSimilar RecordsGoogle PlusoneFacebookTwitterCiteULikeMendeleyreddit

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

APA (6th Edition):

Wang, X. (2015). Design and Analysis of Techniques for Multiple-Instance Learning in the Presence of Balanced and Skewed Class Distributions . (Thesis). University of Ottawa. Retrieved from http://hdl.handle.net/10393/32184

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

Chicago Manual of Style (16th Edition):

Wang, Xiaoguang. “Design and Analysis of Techniques for Multiple-Instance Learning in the Presence of Balanced and Skewed Class Distributions .” 2015. Thesis, University of Ottawa. Accessed April 18, 2019. http://hdl.handle.net/10393/32184.

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

MLA Handbook (7th Edition):

Wang, Xiaoguang. “Design and Analysis of Techniques for Multiple-Instance Learning in the Presence of Balanced and Skewed Class Distributions .” 2015. Web. 18 Apr 2019.

Vancouver:

Wang X. Design and Analysis of Techniques for Multiple-Instance Learning in the Presence of Balanced and Skewed Class Distributions . [Internet] [Thesis]. University of Ottawa; 2015. [cited 2019 Apr 18]. Available from: http://hdl.handle.net/10393/32184.

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

Council of Science Editors:

Wang X. Design and Analysis of Techniques for Multiple-Instance Learning in the Presence of Balanced and Skewed Class Distributions . [Thesis]. University of Ottawa; 2015. Available from: http://hdl.handle.net/10393/32184

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


University of Technology, Sydney

9. Qin, Z. Multiple costs and their combination in cost sensitive learning.

Degree: 2007, University of Technology, Sydney

Cost sensitive learning is firstly defined as a procedure of minimizing the costs of classification errors. It has attracted much attention in the last few… (more)

Subjects/Keywords: Test cost sensitive learning.; Misclassification costs.; Attribute test costs.; Optimal diagnostic policy.; Target-resource budget learning framework.

Record DetailsSimilar RecordsGoogle PlusoneFacebookTwitterCiteULikeMendeleyreddit

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

APA (6th Edition):

Qin, Z. (2007). Multiple costs and their combination in cost sensitive learning. (Thesis). University of Technology, Sydney. Retrieved from http://hdl.handle.net/10453/37564

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

Chicago Manual of Style (16th Edition):

Qin, Z. “Multiple costs and their combination in cost sensitive learning.” 2007. Thesis, University of Technology, Sydney. Accessed April 18, 2019. http://hdl.handle.net/10453/37564.

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

MLA Handbook (7th Edition):

Qin, Z. “Multiple costs and their combination in cost sensitive learning.” 2007. Web. 18 Apr 2019.

Vancouver:

Qin Z. Multiple costs and their combination in cost sensitive learning. [Internet] [Thesis]. University of Technology, Sydney; 2007. [cited 2019 Apr 18]. Available from: http://hdl.handle.net/10453/37564.

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

Council of Science Editors:

Qin Z. Multiple costs and their combination in cost sensitive learning. [Thesis]. University of Technology, Sydney; 2007. Available from: http://hdl.handle.net/10453/37564

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

10. Liu, Alexander Yun-chung. Active learning in cost-sensitive environments.

Degree: Electrical and Computer Engineering, 2009, University of Texas – Austin

 Active learning techniques aim to reduce the amount of labeled data required for a supervised learner to achieve a certain level of performance. This can… (more)

Subjects/Keywords: Active learning; Labeled data; Supervised learners; Utility-based data mining; Resampling; Cost-sensitive learning; Label acquisition

…popular approach to handling imbalanced data, and cost-sensitive learning. The presented… …research shows that while resampling and cost-sensitive learning can be equivalent in some cases… …the two approaches are not identical. This work on resampling and cost-sensitive learning… …presenting a cost-sensitive active learning algorithm, I show that this algorithm can be combined… …7 2.1.2 Cost-sensitive Learning . . . . . . . . . . . . . . . . . . . . . 10 2.1.3… 

Page 1 Page 2 Page 3 Page 4 Page 5

Record DetailsSimilar RecordsGoogle PlusoneFacebookTwitterCiteULikeMendeleyreddit

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

APA (6th Edition):

Liu, A. Y. (2009). Active learning in cost-sensitive environments. (Thesis). University of Texas – Austin. Retrieved from http://hdl.handle.net/2152/7848

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

Chicago Manual of Style (16th Edition):

Liu, Alexander Yun-chung. “Active learning in cost-sensitive environments.” 2009. Thesis, University of Texas – Austin. Accessed April 18, 2019. http://hdl.handle.net/2152/7848.

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

MLA Handbook (7th Edition):

Liu, Alexander Yun-chung. “Active learning in cost-sensitive environments.” 2009. Web. 18 Apr 2019.

Vancouver:

Liu AY. Active learning in cost-sensitive environments. [Internet] [Thesis]. University of Texas – Austin; 2009. [cited 2019 Apr 18]. Available from: http://hdl.handle.net/2152/7848.

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

Council of Science Editors:

Liu AY. Active learning in cost-sensitive environments. [Thesis]. University of Texas – Austin; 2009. Available from: http://hdl.handle.net/2152/7848

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

11. Charnay, Clément. Enhancing supervised learning with complex aggregate features and context sensitivity : Amélioration de l'apprentissage supervisé par l'utilisation d'agrégats complexes et la prise en compte du contexte.

Degree: Docteur es, Informatique, 2016, Université de Strasbourg

Dans cette thèse, nous étudions l'adaptation de modèles en apprentissage supervisé. Nous adaptons des algorithmes d'apprentissage existants à une représentation relationnelle. Puis, nous adaptons des… (more)

Subjects/Keywords: Fouille de données relationnelles; Reframing; Agrégation complexe; Optimisation stochastique; Classification sensible au coût; Adaptation de modèles; Apprentissage automatique; Intelligence artificielle; Relational Data Mining; Reframing; Complex Aggregation; Stochastic Optimization; Cost-Sensitive Classification; Model Adaptation; Machine Learning; Artificial Intelligence; 006.35

Record DetailsSimilar RecordsGoogle PlusoneFacebookTwitterCiteULikeMendeleyreddit

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

APA (6th Edition):

Charnay, C. (2016). Enhancing supervised learning with complex aggregate features and context sensitivity : Amélioration de l'apprentissage supervisé par l'utilisation d'agrégats complexes et la prise en compte du contexte. (Doctoral Dissertation). Université de Strasbourg. Retrieved from http://www.theses.fr/2016STRAD025

Chicago Manual of Style (16th Edition):

Charnay, Clément. “Enhancing supervised learning with complex aggregate features and context sensitivity : Amélioration de l'apprentissage supervisé par l'utilisation d'agrégats complexes et la prise en compte du contexte.” 2016. Doctoral Dissertation, Université de Strasbourg. Accessed April 18, 2019. http://www.theses.fr/2016STRAD025.

MLA Handbook (7th Edition):

Charnay, Clément. “Enhancing supervised learning with complex aggregate features and context sensitivity : Amélioration de l'apprentissage supervisé par l'utilisation d'agrégats complexes et la prise en compte du contexte.” 2016. Web. 18 Apr 2019.

Vancouver:

Charnay C. Enhancing supervised learning with complex aggregate features and context sensitivity : Amélioration de l'apprentissage supervisé par l'utilisation d'agrégats complexes et la prise en compte du contexte. [Internet] [Doctoral dissertation]. Université de Strasbourg; 2016. [cited 2019 Apr 18]. Available from: http://www.theses.fr/2016STRAD025.

Council of Science Editors:

Charnay C. Enhancing supervised learning with complex aggregate features and context sensitivity : Amélioration de l'apprentissage supervisé par l'utilisation d'agrégats complexes et la prise en compte du contexte. [Doctoral Dissertation]. Université de Strasbourg; 2016. Available from: http://www.theses.fr/2016STRAD025


University of Central Florida

12. Razzaghi, Talayeh. Cost-Sensitive Learning-based Methods for Imbalanced Classification Problems with Applications.

Degree: 2014, University of Central Florida

 Analysis and predictive modeling of massive datasets is an extremely significant problem that arises in many practical applications. The task of predictive modeling becomes even… (more)

Subjects/Keywords: Classification; imbalanced data; cost sensitive learning; outliers; weighted support vector machine; relaxed support vector machines; control chart pattern recognition; Engineering; Industrial Engineering; Dissertations, Academic  – Engineering and Computer Science; Engineering and Computer Science  – Dissertations, Academic

Record DetailsSimilar RecordsGoogle PlusoneFacebookTwitterCiteULikeMendeleyreddit

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

APA (6th Edition):

Razzaghi, T. (2014). Cost-Sensitive Learning-based Methods for Imbalanced Classification Problems with Applications. (Doctoral Dissertation). University of Central Florida. Retrieved from http://stars.library.ucf.edu/etd/4574

Chicago Manual of Style (16th Edition):

Razzaghi, Talayeh. “Cost-Sensitive Learning-based Methods for Imbalanced Classification Problems with Applications.” 2014. Doctoral Dissertation, University of Central Florida. Accessed April 18, 2019. http://stars.library.ucf.edu/etd/4574.

MLA Handbook (7th Edition):

Razzaghi, Talayeh. “Cost-Sensitive Learning-based Methods for Imbalanced Classification Problems with Applications.” 2014. Web. 18 Apr 2019.

Vancouver:

Razzaghi T. Cost-Sensitive Learning-based Methods for Imbalanced Classification Problems with Applications. [Internet] [Doctoral dissertation]. University of Central Florida; 2014. [cited 2019 Apr 18]. Available from: http://stars.library.ucf.edu/etd/4574.

Council of Science Editors:

Razzaghi T. Cost-Sensitive Learning-based Methods for Imbalanced Classification Problems with Applications. [Doctoral Dissertation]. University of Central Florida; 2014. Available from: http://stars.library.ucf.edu/etd/4574

13. Reeve, Henry. Learning in high dimensions with asymmetric costs.

Degree: 2019, University of Manchester

 A classifier making predictions in noisy environments with limited data will inevitably make some mistakes. However, some types of error are more harmful than others.… (more)

Subjects/Keywords: Classification; Machine Learning; Cost sensitive; Neyman Pearson; Minimax; Non-parametric; k nearest neighbours

…and churn modelling. (3) Sequential cost-sensitive learning: A sequential problem… …x5B;Elk01]. In dealing with sequential cost-sensitive learning we shall turn to the… …a distribution dependent theory of supervised cost-sensitive learning on manifolds. We… …supervised cost-sensitive learning in randomised trials. In each case we provide a performance… …investigate nearest neighbour based approaches to sequential cost-sensitive learning. We introduce… 

Record DetailsSimilar RecordsGoogle PlusoneFacebookTwitterCiteULikeMendeleyreddit

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

APA (6th Edition):

Reeve, H. (2019). Learning in high dimensions with asymmetric costs. (Doctoral Dissertation). University of Manchester. Retrieved from http://www.manchester.ac.uk/escholar/uk-ac-man-scw:318266

Chicago Manual of Style (16th Edition):

Reeve, Henry. “Learning in high dimensions with asymmetric costs.” 2019. Doctoral Dissertation, University of Manchester. Accessed April 18, 2019. http://www.manchester.ac.uk/escholar/uk-ac-man-scw:318266.

MLA Handbook (7th Edition):

Reeve, Henry. “Learning in high dimensions with asymmetric costs.” 2019. Web. 18 Apr 2019.

Vancouver:

Reeve H. Learning in high dimensions with asymmetric costs. [Internet] [Doctoral dissertation]. University of Manchester; 2019. [cited 2019 Apr 18]. Available from: http://www.manchester.ac.uk/escholar/uk-ac-man-scw:318266.

Council of Science Editors:

Reeve H. Learning in high dimensions with asymmetric costs. [Doctoral Dissertation]. University of Manchester; 2019. Available from: http://www.manchester.ac.uk/escholar/uk-ac-man-scw:318266

14. MELO, Carlos Eduardo Castor de. Similaridade de algoritmos em cenários sensíveis a custo .

Degree: 2015, Universidade Federal de Pernambuco

 análise da similaridade entre algoritmos de aprendizagem de máquina é um importante aspecto na área de Meta-Aprendizado, onde informações obtidas a partir de processos de… (more)

Subjects/Keywords: Similaridade de Algoritmos. Desempenho de Algoritmos a Nível de Instância. Cenários Sensíveis a Custo. Meta-Aprendizado. Método de Escolha de Limiar.; Algorithm Similarity. Instance level Algorithms Performance. Cost Sensitive Scenarios. Meta-Learning. Threshold Choice Selection.

Record DetailsSimilar RecordsGoogle PlusoneFacebookTwitterCiteULikeMendeleyreddit

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

APA (6th Edition):

MELO, C. E. C. d. (2015). Similaridade de algoritmos em cenários sensíveis a custo . (Masters Thesis). Universidade Federal de Pernambuco. Retrieved from https://repositorio.ufpe.br/handle/123456789/17808

Chicago Manual of Style (16th Edition):

MELO, Carlos Eduardo Castor de. “Similaridade de algoritmos em cenários sensíveis a custo .” 2015. Masters Thesis, Universidade Federal de Pernambuco. Accessed April 18, 2019. https://repositorio.ufpe.br/handle/123456789/17808.

MLA Handbook (7th Edition):

MELO, Carlos Eduardo Castor de. “Similaridade de algoritmos em cenários sensíveis a custo .” 2015. Web. 18 Apr 2019.

Vancouver:

MELO CECd. Similaridade de algoritmos em cenários sensíveis a custo . [Internet] [Masters thesis]. Universidade Federal de Pernambuco; 2015. [cited 2019 Apr 18]. Available from: https://repositorio.ufpe.br/handle/123456789/17808.

Council of Science Editors:

MELO CECd. Similaridade de algoritmos em cenários sensíveis a custo . [Masters Thesis]. Universidade Federal de Pernambuco; 2015. Available from: https://repositorio.ufpe.br/handle/123456789/17808

15. Correa Bahnsen, Alejandro. Example-Dependent Cost-Sensitive Classification with Applications in Financial Risk Modeling and Marketing Analytics.

Degree: 2015, Université du Luxembourg

 Several real-world binary classification problems are example-dependent cost-sensitive in nature, where the costs due to misclassification vary between examples and not only within classes. However,… (more)

Subjects/Keywords: Cost-Sensitive Classification; Machine Learning; Fraud Detection; Engineering, computing & technology :: Computer science [C05]; Ingénierie, informatique & technologie :: Sciences informatiques [C05]

…contributions to the field of example-dependent cost-sensitive machine learning. (a) Cost… …I example-dependent cost-sensitive classification 2 basics on classification 2.1… …2.2.1 Brier score . . . . . . . . . . . . . . . . . . . . . . 3 cost-sensitive classification… …sensitive classification . . . . . . 3.3 Example-dependent cost-sensitive classification… …datasets . . . . . . . . . . . . . . . . . . . . 51 proposed example-dependent cost-sensitive… 

Record DetailsSimilar RecordsGoogle PlusoneFacebookTwitterCiteULikeMendeleyreddit

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

APA (6th Edition):

Correa Bahnsen, A. (2015). Example-Dependent Cost-Sensitive Classification with Applications in Financial Risk Modeling and Marketing Analytics. (Doctoral Dissertation). Université du Luxembourg. Retrieved from http://orbilu.uni.lu/handle/10993/22367

Chicago Manual of Style (16th Edition):

Correa Bahnsen, Alejandro. “Example-Dependent Cost-Sensitive Classification with Applications in Financial Risk Modeling and Marketing Analytics.” 2015. Doctoral Dissertation, Université du Luxembourg. Accessed April 18, 2019. http://orbilu.uni.lu/handle/10993/22367.

MLA Handbook (7th Edition):

Correa Bahnsen, Alejandro. “Example-Dependent Cost-Sensitive Classification with Applications in Financial Risk Modeling and Marketing Analytics.” 2015. Web. 18 Apr 2019.

Vancouver:

Correa Bahnsen A. Example-Dependent Cost-Sensitive Classification with Applications in Financial Risk Modeling and Marketing Analytics. [Internet] [Doctoral dissertation]. Université du Luxembourg; 2015. [cited 2019 Apr 18]. Available from: http://orbilu.uni.lu/handle/10993/22367.

Council of Science Editors:

Correa Bahnsen A. Example-Dependent Cost-Sensitive Classification with Applications in Financial Risk Modeling and Marketing Analytics. [Doctoral Dissertation]. Université du Luxembourg; 2015. Available from: http://orbilu.uni.lu/handle/10993/22367


University of Vienna

16. Jain, Sankalp. Ligand-based and Structure-based studies to understand the molecular basis of inhibition of ABC transporter expressed in the liver.

Degree: 2018, University of Vienna

 ABC-Transporter wie z.B. die Gallensalzexportpumpe BSEP (bile salt export pump), der Effluxtransporter BCRP (breast cancer resistance protein) oder das P-Glykoprotein (P-gp) spielen eine wichtige Rolle… (more)

Subjects/Keywords: 35.06 Computeranwendungen; 44.42 Pharmazeutische Chemie; 44.40 Pharmazie, Pharmazeutika; 54.72 Künstliche Intelligenz; BSEP / Strukturbasierte Klassifikation / Medikamenten induzierte Cholestase / Inhibiton / Transporter / Klassifikationsmodell / KNIME-Workflow / Liganden-basiertes Design / unbalancierte Datensätze / Machine Learning / Meta-Klassifikatoren / Stratifiziertes Bagging / Kostensensitive Klassifizierer / Molecular Docking / Molekulardynamiksimulation / Proteinhomologiemodellierung / Speziesunterschiede / Pgp / P-Glycop; BSEP / Structure-based classification / Drug-induced cholestasis / Inhibiton / Transporters / Classification model / KNIME workflow / Ligand-based design / Imbalanced datasets / Machine learning / Meta-classifiers / Stratified bagging / Cost sensitive classifier / Molecular docking / Molecular dynamics simulation / Protein homology modeling / Species differences / P-glycoprotein / binding site comparison / transmemb

Record DetailsSimilar RecordsGoogle PlusoneFacebookTwitterCiteULikeMendeleyreddit

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

APA (6th Edition):

Jain, S. (2018). Ligand-based and Structure-based studies to understand the molecular basis of inhibition of ABC transporter expressed in the liver. (Thesis). University of Vienna. Retrieved from http://othes.univie.ac.at/53444/

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

Chicago Manual of Style (16th Edition):

Jain, Sankalp. “Ligand-based and Structure-based studies to understand the molecular basis of inhibition of ABC transporter expressed in the liver.” 2018. Thesis, University of Vienna. Accessed April 18, 2019. http://othes.univie.ac.at/53444/.

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

MLA Handbook (7th Edition):

Jain, Sankalp. “Ligand-based and Structure-based studies to understand the molecular basis of inhibition of ABC transporter expressed in the liver.” 2018. Web. 18 Apr 2019.

Vancouver:

Jain S. Ligand-based and Structure-based studies to understand the molecular basis of inhibition of ABC transporter expressed in the liver. [Internet] [Thesis]. University of Vienna; 2018. [cited 2019 Apr 18]. Available from: http://othes.univie.ac.at/53444/.

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

Council of Science Editors:

Jain S. Ligand-based and Structure-based studies to understand the molecular basis of inhibition of ABC transporter expressed in the liver. [Thesis]. University of Vienna; 2018. Available from: http://othes.univie.ac.at/53444/

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

.