Napolitano, Amri: search on Z-Library

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1

[IEEE 2013 12th International Conference on Machine Learning and Applications (ICMLA) - Miami, FL, USA (2013.12.4-2013.12.7)] 2013 12th International Conference on Machine Learning and Applications - Random Forest with 200 Selected Features: An Optimal Model for Bioinformatics Research

Wald, Randall, Khoshgoftaar, Taghi, Dittman, David J., Napolitano, Amri

Year:

2013

Language:

english

File:

PDF, 375 KB

english, 2013

2

[IEEE 2012 IEEE 13th International Conference on Information Reuse & Integration (IRI) - Las Vegas, NV, USA (2012.08.8-2012.08.10)] 2012 IEEE 13th International Conference on Information Reuse & Integration (IRI) - A novel dataset-similarity-aware approach for evaluating stability of software metric selection techniques

Wang, Huanjing, Khoshgoftaar, Taghi M., Wald, Randall, Napolitano, Amri

Year:

2012

Language:

english

File:

PDF, 156 KB

english, 2012

3

[IEEE 2012 IEEE 13th International Conference on Information Reuse & Integration (IRI) - Las Vegas, NV, USA (2012.08.8-2012.08.10)] 2012 IEEE 13th International Conference on Information Reuse & Integration (IRI) - An extensive comparison of feature ranking aggregation techniques in bioinformatics

Wald, Randall, Khoshgoftaar, Taghi M., Dittman, David, Awada, Wael, Napolitano, Amri

Year:

2012

Language:

english

File:

PDF, 140 KB

english, 2012

4

[IEEE 2013 IEEE 14th International Conference on Information Reuse & Integration (IRI) - San Francisco, CA, USA (2013.08.14-2013.08.16)] 2013 IEEE 14th International Conference on Information Reuse & Integration (IRI) - Predicting susceptibility to social bots on Twitter

Wald, Randall, Khoshgoftaar, Taghi M., Napolitano, Amri, Sumner, Chris

Year:

2013

Language:

english

File:

PDF, 108 KB

english, 2013

5

[IEEE 2010 International Conference on Machine Learning and Applications (ICMLA) - Washington, DC, USA (2010.12.12-2010.12.14)] 2010 Ninth International Conference on Machine Learning and Applications - A Comparative Study of Ensemble Feature Selection Techniques for Software Defect Prediction

Wang, Huanjing, Khoshgoftaar, Taghi M., Napolitano, Amri

Year:

2010

Language:

english

File:

PDF, 175 KB

english, 2010

6

[IEEE 2008 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI) - Dayton, OH, USA (2008.11.3-2008.11.5)] 2008 20th IEEE International Conference on Tools with Artificial Intelligence - Resampling or Reweighting: A Comparison of Boosting Implementations

Seiffert, Chris, Khoshgoftaar, Taghi M., Hulse, Jason Van, Napolitano, Amri

Year:

2008

Language:

english

File:

PDF, 251 KB

english, 2008

7

[IEEE 2013 12th International Conference on Machine Learning and Applications (ICMLA) - Miami, FL, USA (2013.12.4-2013.12.7)] 2013 12th International Conference on Machine Learning and Applications - Improving Software Quality Estimation by Combining Boosting and Feature Selection

Gao, Kehan, Khoshgoftaar, Taghi, Napolitano, Amri

Year:

2013

Language:

english

File:

PDF, 410 KB

english, 2013

8

Supervised Neural Network Modeling: An Empirical Investigation Into Learning From Imbalanced Data With Labeling Errors

Khoshgoftaar, Taghi M, Van Hulse, Jason, Napolitano, Amri

Journal:

IEEE Transactions on Neural Networks

Year:

2010

Language:

english

File:

PDF, 876 KB

english, 2010

9

[IEEE 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA) - Miami, FL, USA (2015.12.9-2015.12.11)] 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA) - Utilizing Ensemble, Data Sampling and Feature Selection Techniques for Improving Classification Performance on Tweet Sentiment Data

Prusa, Joseph, Khoshgoftaar, Taghi M., Napolitano, Amri

Year:

2015

Language:

english

File:

PDF, 169 KB

english, 2015

10

[IEEE 2013 IEEE 25th International Conference on Tools with Artificial Intelligence (ICTAI) - Herndon, VA, USA (2013.11.4-2013.11.6)] 2013 IEEE 25th International Conference on Tools with Artificial Intelligence - Which Users Reply to and Interact with Twitter Social Bots?

Wald, Randall, Khoshgoftaar, Taghi M., Napolitano, Amri, Sumner, Chris

Year:

2013

Language:

english

File:

PDF, 172 KB

english, 2013

11

[IEEE 2015 IEEE International Conference on Information Reuse and Integration (IRI) - San Francisco, CA, USA (2015.8.13-2015.8.15)] 2015 IEEE International Conference on Information Reuse and Integration - Choosing an Appropriate Ensemble Classifier for Balanced Bioinformatics Data

Fazelpour, Alireza, Khsohgoftaar, Taghi M., Dittman, David J., Napolitano, Amri

Year:

2015

Language:

english

File:

PDF, 899 KB

english, 2015

12

[IEEE 2012 Eleventh International Conference on Machine Learning and Applications (ICMLA) - Boca Raton, FL, USA (2012.12.12-2012.12.15)] 2012 11th International Conference on Machine Learning and Applications - Using Twitter Content to Predict Psychopathy

Wald, Randall, Khoshgoftaar, Taghi M., Napolitano, Amri, Sumner, Chris

Year:

2012

Language:

english

File:

PDF, 234 KB

english, 2012

13

[IEEE 2008 19th International Conference on Pattern Recognition (ICPR) - Tampa, FL, USA (2008.12.8-2008.12.11)] 2008 19th International Conference on Pattern Recognition - RUSBoost: Improving classification performance when training data is skewed

Seiffert, Chris, Khoshgoftaar, Taghi M., Van Hulse, Jason, Napolitano, Amri

Year:

2008

Language:

english

File:

PDF, 184 KB

english, 2008

14

[IEEE 2013 IEEE 14th International Conference on Information Reuse & Integration (IRI) - San Francisco, CA, USA (2013.08.14-2013.08.16)] 2013 IEEE 14th International Conference on Information Reuse & Integration (IRI) - Filter- and wrapper-based feature selection for predicting user interaction with Twitter bots

Wald, Randall, Khoshgoftaar, Taghi, Napolitano, Amri

Year:

2013

Language:

english

File:

PDF, 102 KB

english, 2013

15

Software measurement data reduction using ensemble techniques

Huanjing Wang, Taghi M. Khoshgoftaar, Amri Napolitano

Journal:

Year:

2012

Language:

english

File:

PDF, 274 KB

english, 2012

16

[IEEE 2013 IEEE 14th International Conference on Information Reuse & Integration (IRI) - San Francisco, CA, USA (2013.08.14-2013.08.16)] 2013 IEEE 14th International Conference on Information Reuse & Integration (IRI) - The importance of performance metrics within wrapper feature selection

Wald, Randall, Khoshgoftaar, Taghi, Napolitano, Amri

Year:

2013

Language:

english

File:

PDF, 92 KB

english, 2013

17

[IEEE 2013 12th International Conference on Machine Learning and Applications (ICMLA) - Miami, FL, USA (2013.12.4-2013.12.7)] 2013 12th International Conference on Machine Learning and Applications - An Empirical Study on Wrapper-Based Feature Selection for Software Engineering Data

Wang, Huanjing, Khoshgoftaar, Taghi M., Napolitano, Amri

Year:

2013

Language:

english

File:

PDF, 352 KB

english, 2013

18

[IEEE 2013 12th International Conference on Machine Learning and Applications (ICMLA) - Miami, FL, USA (2013.12.4-2013.12.7)] 2013 12th International Conference on Machine Learning and Applications - Simplifying the Utilization of Machine Learning Techniques for Bioinformatics

Dittman, David J., Khoshgoftaar, Taghi M., Wald, Randall, Napolitano, Amri

Year:

2013

Language:

english

File:

PDF, 390 KB

english, 2013

19

[IEEE 2013 12th International Conference on Machine Learning and Applications (ICMLA) - Miami, FL, USA (2013.12.4-2013.12.7)] 2013 12th International Conference on Machine Learning and Applications - Comparison of Stability for Different Families of Filter-Based and Wrapper-Based Feature Selection

Wald, Randall, Khoshgoftaar, Taghi, Napolitano, Amri

Year:

2013

Language:

english

File:

PDF, 377 KB

english, 2013

20

Detecting Network Attacks Based on Behavioral Commonalities

Najafabadi, Maryam M., Khoshgoftaar, Taghi M., Napolitano, Amri

Journal:

International Journal of Reliability Quality and Safety Engineering

Year:

2016

Language:

english

File:

PDF, 274 KB

english, 2016

21

[IEEE 2013 12th International Conference on Machine Learning and Applications (ICMLA) - Miami, FL, USA (2013.12.4-2013.12.7)] 2013 12th International Conference on Machine Learning and Applications - Comparative Analysis on the Stability of Feature Selection Techniques Using Three Frameworks on Biological Datasets

Wald, Randall, Khoshgoftaar, Taghi, Shanab, Ahmad Abu, Napolitano, Amri

Year:

2013

Language:

english

File:

PDF, 361 KB

english, 2013

22

[IEEE Integration (2010 IRI) - Las Vegas, NV, USA (2010.08.4-2010.08.6)] 2010 IEEE International Conference on Information Reuse & Integration - Evaluating the impact of data quality on sampling

Van Hulse, Jason, Khoshgoftaar, Taghi M., Napolitano, Amri

Year:

2010

Language:

english

File:

PDF, 483 KB

english, 2010

23

[IEEE 2013 IEEE 25th International Conference on Tools with Artificial Intelligence (ICTAI) - Herndon, VA, USA (2013.11.4-2013.11.6)] 2013 IEEE 25th International Conference on Tools with Artificial Intelligence - How the Choice of Wrapper Learner and Performance Metric Affects Subset Evaluation

Wald, Randall, Khoshgoftaar, Taghi M., Napolitano, Amri

Year:

2013

Language:

english

File:

PDF, 162 KB

english, 2013

24

[IEEE 2012 Eleventh International Conference on Machine Learning and Applications (ICMLA) - Boca Raton, FL, USA (2012.12.12-2012.12.15)] 2012 11th International Conference on Machine Learning and Applications - An Empirical Study on the Stability of Feature Selection for Imbalanced Software Engineering Data

Wang, Huanjing, Khoshgoftaar, Taghi M., Napolitano, Amri

Year:

2012

Language:

english

File:

PDF, 330 KB

english, 2012

25

[IEEE 2013 IEEE 25th International Conference on Tools with Artificial Intelligence (ICTAI) - Herndon, VA, USA (2013.11.4-2013.11.6)] 2013 IEEE 25th International Conference on Tools with Artificial Intelligence - Maximizing Classification Performance for Patient Response Datasets

Dittman, David J., Khoshgoftaar, Taghi M., Wald, Randall, Napolitano, Amri

Year:

2013

Language:

english

File:

PDF, 183 KB

english, 2013

26

[IEEE 2015 IEEE International Conference on Information Reuse and Integration (IRI) - San Francisco, CA, USA (2015.8.13-2015.8.15)] 2015 IEEE International Conference on Information Reuse and Integration - Alterations to the Bootstrapping Process within Random Forest: A Case Study on Imbalanced Bioinformatics Data

Khoshgoftaar, Taghi M., Fazelpour, Alireza, Dittman, David J., Napolitano, Amri

Year:

2015

Language:

english

File:

PDF, 820 KB

english, 2015

27

[IEEE 2015 IEEE 27th International Conference on Tools with Artificial Intelligence (ICTAI) - Vietri sul Mare, Italy (2015.11.9-2015.11.11)] 2015 IEEE 27th International Conference on Tools with Artificial Intelligence (ICTAI) - Ensemble vs. Data Sampling: Which Option Is Best Suited to Improve Classification Performance of Imbalanced Bioinformatics Data?

Khoshgoftaar, Taghi M., Fazelpour, Alireza, Dittman, David J., Napolitano, Amri

Year:

2015

Language:

english

File:

PDF, 171 KB

english, 2015

28

[IEEE 2015 IEEE International Conference on Information Reuse and Integration (IRI) - San Francisco, CA, USA (2015.8.13-2015.8.15)] 2015 IEEE International Conference on Information Reuse and Integration - The Effect of Data Sampling When Using Random Forest on Imbalanced Bioinformatics Data

Dittman, David J., Khoshgoftaar, Taghi M., Napolitano, Amri

Year:

2015

Language:

english

File:

PDF, 900 KB

english, 2015

29

A comparative study of iterative and non-iterative feature selection techniques for software defect prediction

Khoshgoftaar, Taghi M., Gao, Kehan, Napolitano, Amri, Wald, Randall

Journal:

Information Systems Frontiers

Year:

2014

Language:

english

File:

PDF, 740 KB

english, 2014

30

[IEEE 2014 IEEE International Conference on Information Reuse and Integration (IRI) - Redwood City, CA, USA (2014.8.13-2014.8.15)] Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration (IEEE IRI 2014) - How ranker and learner choice affects classification performance on noisy bioinformatics data

Shanab, Ahmad Abu, Khoshgoftaar, Taghi M., Wald, Randall, Napolitano, Amri

Year:

2014

Language:

english

File:

PDF, 98 KB

english, 2014

31

[IEEE 2008 IEEE International Conference on Data Mining Workshops (ICDMW) - Pisa, Italy (2008.12.15-2008.12.19)] 2008 IEEE International Conference on Data Mining Workshops - A Comparative Study of Data Sampling and Cost Sensitive Learning

Seiffert, Chris, Khoshgoftaar, Taghi M., Hulse, Jason Van, Napolitano, Amri

Year:

2008

Language:

english

File:

PDF, 317 KB

english, 2008

32

[IEEE 2012 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Philadelphia, PA, USA (2012.10.4-2012.10.7)] 2012 IEEE International Conference on Bioinformatics and Biomedicine - Similarity analysis of feature ranking techniques on imbalanced DNA microarray datasets

Dittman, David, Khoshgoftaar, Taghi, Wald, Randall, Napolitano, Amri

Year:

2012

Language:

english

File:

PDF, 543 KB

english, 2012

33

AN EMPIRICAL EVALUATION OF REPETITIVE UNDERSAMPLING TECHNIQUES

VAN HULSE, JASON, KHOSHGOFTAAR, TAGHI M., NAPOLITANO, AMRI

Journal:

International Journal of Software Engineering and Knowledge Engineering

Year:

2010

Language:

english

File:

PDF, 371 KB

english, 2010

34

Comparing Feature Selection Techniques for Software Quality Estimation Using Data-Sampling-Based Boosting Algorithms

Khoshgoftaar, Taghi M., Gao, Kehan, Chen, Ye, Napolitano, Amri

Journal:

International Journal of Reliability Quality and Safety Engineering

Year:

2015

Language:

english

File:

PDF, 961 KB

english, 2015

35

[IEEE Integration (IRI) - Las Vegas, NV, USA (2011.08.3-2011.08.5)] 2011 IEEE International Conference on Information Reuse & Integration - A comparative evaluation of feature ranking methods for high dimensional bioinformatics data

Van Hulse, Jason, Khoshgoftaar, Taghi M., Napolitano, Amri

Year:

2011

Language:

english

File:

PDF, 221 KB

english, 2011

36

Threshold-based feature selection techniques for high-dimensional bioinformatics data

Van Hulse, Jason, Khoshgoftaar, Taghi M., Napolitano, Amri, Wald, Randall

Journal:

Network Modeling and Analysis in Health Informatics and Bioinformatics

Year:

2012

Language:

english

File:

PDF, 1.06 MB

english, 2012

37

[IEEE 2007 Seventh IEEE International Conference on Data Mining - Workshops (ICDM Workshops) - Omaha, NE, USA (2007.10.28-2007.10.31)] Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007) - Skewed Class Distributions and Mislabeled Examples

Hulse, Jason Van, Khoshgoftaar, Taghi M., Napolitano, Amri

Year:

2007

Language:

english

File:

PDF, 243 KB

english, 2007

38

[IEEE 2014 IEEE International Conference on Bioinformatics and Bioengineering (BIBE) - Boca Raton, FL, USA (2014.11.10-2014.11.12)] 2014 IEEE International Conference on Bioinformatics and Bioengineering - Network Traffic Prediction Models for Near- and Long-Term Predictions

Wald, Randall, Khoshgoftaar, Taghi M., Zuech, Richard, Napolitano, Amri

Year:

2014

Language:

english

File:

PDF, 160 KB

english, 2014

39

[IEEE 2014 IEEE International Conference on Bioinformatics and Bioengineering (BIBE) - Boca Raton, FL, USA (2014.11.10-2014.11.12)] 2014 IEEE International Conference on Bioinformatics and Bioengineering - Using Correlation-Based Feature Selection for a Diverse Collection of Bioinformatics Datasets

Wald, Randall, Khoshgoftaar, Taghi M., Napolitano, Amri

Year:

2014

Language:

english

File:

PDF, 165 KB

english, 2014

40

An Empirical Investigation of Combining Filter-Based Feature Subset Selection and Data Sampling for Software Defect Prediction

Gao, Kehan, Khoshgoftaar, Taghi M., Napolitano, Amri

Journal:

International Journal of Reliability Quality and Safety Engineering

Year:

2015

Language:

english

File:

PDF, 620 KB

english, 2015

41

[IEEE 2010 International Conference on Machine Learning and Applications (ICMLA) - Washington, DC, USA (2010.12.12-2010.12.14)] 2010 Ninth International Conference on Machine Learning and Applications - A Novel Noise Filtering Algorithm for Imbalanced Data

Van Hulse, Jason, Khoshgoftaar, Taghi M., Napolitano, Amri

Year:

2010

Language:

english

File:

PDF, 195 KB

english, 2010

42

[IEEE 2013 IEEE 14th International Conference on Information Reuse & Integration (IRI) - San Francisco, CA, USA (2013.08.14-2013.08.16)] 2013 IEEE 14th International Conference on Information Reuse & Integration (IRI) - Comparison of rank-based vs. score-based aggregation for ensemble gene selection

Dittman, David J., Khoshgoftaar, Taghi M., Wald, Randall, Napolitano, Amri

Year:

2013

Language:

english

File:

PDF, 108 KB

english, 2013

43

[IEEE 2013 IEEE 14th International Conference on Information Reuse & Integration (IRI) - San Francisco, CA, USA (2013.08.14-2013.08.16)] 2013 IEEE 14th International Conference on Information Reuse & Integration (IRI) - Feature list aggregation approaches for ensemble gene selection on patient response datasets

Khoshgoftaar, Taghi M., Wald, Randall, Dittman, David J., Napolitano, Amri

Year:

2013

Language:

english

File:

PDF, 117 KB

english, 2013

44

[IEEE Integration (IRI) - Las Vegas, NV, USA (2011.08.3-2011.08.5)] 2011 IEEE International Conference on Information Reuse & Integration - A noise-based stability evaluation of threshold-based feature selection techniques

Altidor, Wilker, Khoshgoftaar, Taghi M., Napolitano, Amri

Year:

2011

Language:

english

File:

PDF, 147 KB

english, 2011

45

[IEEE 2009 IEEE International Conference on Data Mining Workshops (ICDMW) - Miami, FL, USA (2009.12.6-2009.12.6)] 2009 IEEE International Conference on Data Mining Workshops - Feature Selection with High-Dimensional Imbalanced Data

Hulse, Jason Van, Khoshgoftaar, Taghi M., Napolitano, Amri, Wald, Randall

Year:

2009

Language:

english

File:

PDF, 322 KB

english, 2009

46

[IEEE 2014 IEEE International Conference on Bioinformatics and Bioengineering (BIBE) - Boca Raton, FL, USA (2014.11.10-2014.11.12)] 2014 IEEE International Conference on Bioinformatics and Bioengineering - Effects of the Use of Boosting on Classification Performance of Imbalanced Bioinformatics Datasets

Khoshgoftaar, Taghi M., Fazelpour, Alireza, Dittman, David J., Napolitano, Amri

Year:

2014

Language:

english

File:

PDF, 168 KB

english, 2014

47

[IEEE 2013 IEEE 25th International Conference on Tools with Artificial Intelligence (ICTAI) - Herndon, VA, USA (2013.11.4-2013.11.6)] 2013 IEEE 25th International Conference on Tools with Artificial Intelligence - Should the Same Learners Be Used Both within Wrapper Feature Selection and for Building Classification Models?

Wald, Randall, Khoshgoftaar, Taghi M., Napolitano, Amri

Year:

2013

Language:

english

File:

PDF, 154 KB

english, 2013

48

AN EMPIRICAL STUDY OF FEATURE RANKING TECHNIQUES FOR SOFTWARE QUALITY PREDICTION

KHOSHGOFTAAR, TAGHI M., GAO, KEHAN, NAPOLITANO, AMRI

Journal:

International Journal of Software Engineering and Knowledge Engineering

Year:

2012

Language:

english

File:

PDF, 202 KB

english, 2012

49

[IEEE 2012 IEEE 13th International Conference on Information Reuse & Integration (IRI) - Las Vegas, NV, USA (2012.08.8-2012.08.10)] 2012 IEEE 13th International Conference on Information Reuse & Integration (IRI) - A review of the stability of feature selection techniques for bioinformatics data

Awada, Wael, Khoshgoftaar, Taghi M., Dittman, David, Wald, Randall, Napolitano, Amri

Year:

2012

Language:

english

File:

PDF, 384 KB

english, 2012

50

[ACM Press the 24th international conference - Corvalis, Oregon (2007.06.20-2007.06.24)] Proceedings of the 24th international conference on Machine learning - ICML '07 - Experimental perspectives on learning from imbalanced data

Van Hulse, Jason, Khoshgoftaar, Taghi M., Napolitano, Amri

Year:

2007

Language:

english

File:

PDF, 349 KB

english, 2007

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