Seliya, Naeem: search on Z-Library

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1

Deep learning applications and challenges in big data analytics

Najafabadi, Maryam M, Villanustre, Flavio, Khoshgoftaar, Taghi M, Seliya, Naeem, Wald, Randall, Muharemagic, Edin

Journal:

Journal of Big Data

Year:

2015

Language:

english

File:

PDF, 486 KB

english, 2015

2

Choosing software metrics for defect prediction: an investigation on feature selection techniques

Kehan Gao, Taghi M. Khoshgoftaar, Huanjing Wang, Naeem Seliya

Journal:

Software: Practice and Experience

Year:

2011

Language:

english

File:

PDF, 747 KB

english, 2011

3

Examining characteristics of predictive models with imbalanced big data

Hasanin, Tawfiq, Khoshgoftaar, Taghi M., Leevy, Joffrey L., Seliya, Naeem

Journal:

Journal of Big Data

Year:

2019

Language:

english

File:

PDF, 1.71 MB

english, 2019

4

A survey on the state of healthcare upcoding fraud analysis and detection

Bauder, Richard, Khoshgoftaar, Taghi M., Seliya, Naeem

Journal:

Health Services and Outcomes Research Methodology

Year:

2017

Language:

english

File:

PDF, 499 KB

english, 2017

5

[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 - Addressing Class Imbalance in Non-binary Classification Problems

Seliya, Naeem, Xu, Zhiwei, Khoshgoftaar, Taghi M.

Year:

2008

Language:

english

File:

PDF, 339 KB

english, 2008

6

[IEEE 2010 22nd International Conference on Tools with Artificial Intelligence (ICTAI) - Arras, France (2010.10.27-2010.10.29)] 2010 22nd IEEE International Conference on Tools with Artificial Intelligence - Attribute Selection and Imbalanced Data: Problems in Software Defect Prediction

Khoshgoftaar, Taghi M., Gao, Kehan, Seliya, Naeem

Year:

2010

Language:

english

File:

PDF, 231 KB

english, 2010

7

System regression test planning with a fuzzy expert system

Xu, Zhiwei, Gao, Kehan, Khoshgoftaar, Taghi M., Seliya, Naeem

Journal:

Information Sciences

Year:

2014

Language:

english

File:

PDF, 617 KB

english, 2014

8

The use of decision trees for cost-sensitive classification: an empirical study in software quality prediction

Naeem Seliya, Taghi M. Khoshgoftaar

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Year:

2011

Language:

english

File:

PDF, 165 KB

english, 2011

9

A survey on addressing high-class imbalance in big data

Leevy, Joffrey L., Khoshgoftaar, Taghi M., Bauder, Richard A., Seliya, Naeem

Journal:

Journal of Big Data

Year:

2018

Language:

english

File:

PDF, 1.11 MB

english, 2018

10

[IEEE 2019 IEEE Fifth International Conference on Big Data Computing Service and Applications (BigDataService) - Newark, CA, USA (2019.4.4-2019.4.9)] 2019 IEEE Fifth International Conference on Big Data Computing Service and Applications (BigDataService) - Investigating Random Undersampling and Feature Selection on Bioinformatics Big Data

Hasanin, Tawfiq, Khoshgoftaar, Taghi M., Leevy, Joffrey, Seliya, Naeem

Year:

2019

Language:

english

File:

PDF, 1.90 MB

english, 2019

11

Assessment of a New Three-Group Software Quality Classification Technique: An Empirical Case Study

Taghi M. Khoshgoftaar, Naeem Seliya, Kehan Gao

Journal:

Empirical Software Engineering

Year:

2005

Language:

english

File:

PDF, 230 KB

english, 2005

12

Predicting high-risk program modules by selecting the right software measurements

Kehan Gao, Taghi M. Khoshgoftaar, Naeem Seliya

Journal:

Software Quality Journal

Year:

2012

Language:

english

File:

PDF, 799 KB

english, 2012

13

PREDICTING FAULT-PRONE MODULES IN EMBEDDED SYSTEMS USING ANALOGY-BASED CLASSIFICATION MODELS

KHOSHGOFTAAR, TAGHI M., CUKIC, BOJAN, SELIYA, NAEEM

Journal:

International Journal of Software Engineering and Knowledge Engineering

Year:

2002

Language:

english

File:

PDF, 300 KB

english, 2002

14

[IEEE 2006 IEEE International Conference on Information Reuse & Integration - Waikoloa Village, HI, USA (2006.9.16-2006.9.16)] 2006 IEEE International Conference on Information Reuse & Integration - Labeling Network Event Records for Intrusion Detection in aWireless LAN

Khoshgoftaar, Taghi, Seiffert, Chris, Seliya, Naeem

Year:

2006

Language:

english

File:

PDF, 145 KB

english, 2006

15

Software quality analysis by combining multiple projects and learners

Taghi M. Khoshgoftaar, Pierre Rebours, Naeem Seliya

Journal:

Software Quality Journal

Year:

2009

Language:

english

File:

PDF, 468 KB

english, 2009

16

Software Quality Classification Modeling Using the SPRINT Decision Tree Algorithm

Khoshgoftaar, Taghi M., Seliya, Naeem

Journal:

International Journal of Artificial Intelligence Tools

Year:

2003

Language:

english

File:

PDF, 1017 KB

english, 2003

17

DETECTING NOISY INSTANCES WITH THE ENSEMBLE FILTER: A STUDY IN SOFTWARE QUALITY ESTIMATION

KHOSHGOFTAAR, TAGHI M., JOSHI, VEDANG, SELIYA, NAEEM

Journal:

International Journal of Software Engineering and Knowledge Engineering

Year:

2006

Language:

english

File:

PDF, 242 KB

english, 2006

18

Software quality estimation with limited fault data: a semi-supervised learning perspective

Naeem Seliya, Taghi M. Khoshgoftaar

Journal:

Software Quality Journal

Year:

2007

Language:

english

File:

PDF, 226 KB

english, 2007

19

[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 - Machine Learning for Detecting Brute Force Attacks at the Network Level

Najafabadi, Maryam M., Khoshgoftaar, Taghi M., Kemp, Clifford, Seliya, Naeem, Zuech, Richard

Year:

2014

Language:

english

File:

PDF, 216 KB

english, 2014

20

An empirical study of predicting software faults with case-based reasoning

Taghi M. Khoshgoftaar, Naeem Seliya, Nandini Sundaresh

Journal:

Software Quality Journal

Year:

2006

Language:

english

File:

PDF, 777 KB

english, 2006

21

Resource-oriented software quality classification models

Taghi M. Khoshgoftaar, Naeem Seliya, Angela Herzberg

Journal:

Journal of Systems and Software

Year:

2005

Language:

english

File:

PDF, 372 KB

english, 2005

22

[IEEE 2009 21st IEEE International Conference on Tools with Artificial Intelligence (ICTAI) - Newark, New Jersey, USA (2009.11.2-2009.11.4)] 2009 21st IEEE International Conference on Tools with Artificial Intelligence - High-Dimensional Software Engineering Data and Feature Selection

Wang, Huanjing, Khoshgoftaar, Taghi M., Gao, Kehan, Seliya, Naeem

Year:

2009

Language:

english

File:

PDF, 322 KB

english, 2009

23

Evaluating Feature Selection Methods for Network Intrusion Detection with Kyoto Data

Najafabadi, Maryam M., Khoshgoftaar, Taghi M., Seliya, Naeem

Journal:

International Journal of Reliability Quality and Safety Engineering

Year:

2016

Language:

english

File:

PDF, 267 KB

english, 2016

24

Comparative Assessment of Software Quality Classification Techniques: An Empirical Case Study

Taghi M. Khoshgoftaar, Naeem Seliya

Journal:

Empirical Software Engineering

Year:

2004

Language:

english

File:

PDF, 219 KB

english, 2004

25

LOW-EFFORT LABELING OF NETWORK EVENTS FOR INTRUSION DETECTION IN WLANS

KHOSHGOFTAAR, TAGHI M., SELIYA, NAEEM, SEIFFERT, CHRIS

Journal:

International Journal of Artificial Intelligence Tools

Year:

2008

Language:

english

File:

PDF, 198 KB

english, 2008

26

CLUSTERING-BASED NETWORK INTRUSION DETECTION

ZHONG, SHI, KHOSHGOFTAAR, TAGHI M., SELIYA, NAEEM

Journal:

International Journal of Reliability Quality and Safety Engineering

Year:

2007

Language:

english

File:

PDF, 261 KB

english, 2007

27

[IEEE 2009 21st IEEE International Conference on Tools with Artificial Intelligence (ICTAI) - Newark, New Jersey, USA (2009.11.2-2009.11.4)] 2009 21st IEEE International Conference on Tools with Artificial Intelligence - A Study on the Relationships of Classifier Performance Metrics

Seliya, Naeem, Khoshgoftaar, Taghi M., Hulse, Jason Van

Year:

2009

Language:

english

File:

PDF, 261 KB

english, 2009

28

Detecting noisy instances with the rule-based classification model

Khoshgoftaar, Taghi M., Seliya, Naeem, Gao, Kehan

Journal:

Intelligent Data Analysis

Year:

2005

File:

PDF, 113 KB

2005

29

[IEEE Integration (2010 IRI) - Las Vegas, NV, USA (2010.08.4-2010.08.6)] 2010 IEEE International Conference on Information Reuse & Integration - Active learning with neural networks for intrusion detection

Seliya, Naeem, Khoshgoftaar, Taghi M.

Year:

2010

Language:

english

File:

PDF, 379 KB

english, 2010

30

An Empirical Assessment on Program Module-Order Models

Taghi, M.Khoshgoftaar, Cukic, Bojan, Seliya, Naeem

Journal:

Quality Technology & Quantitative Management

Year:

2007

Language:

english

File:

PDF, 370 KB

english, 2007

31

Software Quality Analysis of Unlabeled Program Modules With Semisupervised Clustering

Naeem Seliya, Taghi M. Khoshgoftaar

Journal:

IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans

Year:

2007

Language:

english

File:

PDF, 343 KB

english, 2007

32

[IEEE 2010 IEEE 12th International Symposium on High-Assurance Systems Engineering (HASE) - San Jose, CA, USA (2010.11.3-2010.11.4)] 2010 IEEE 12th International Symposium on High Assurance Systems Engineering - Predicting Faults in High Assurance Software

Seliya, Naeem, Khoshgoftaar, Taghi M., Hulse, Jason Van

Year:

2010

Language:

english

File:

PDF, 319 KB

english, 2010

33

On the Stability of Feature Selection Methods in Software Quality Prediction: An Empirical Investigation

Wang, Huanjing, Khoshgoftaar, Taghi M., Seliya, Naeem

Journal:

International Journal of Software Engineering and Knowledge Engineering

Year:

2015

Language:

english

File:

PDF, 348 KB

english, 2015

34

[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) - The Effect of Dataset Size on Training Tweet Sentiment Classifiers

Prusa, Joseph, Khoshgoftaar, Taghi M., Seliya, Naeem

Year:

2015

Language:

english

File:

PDF, 173 KB

english, 2015

35

[IEEE 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA) - Boca Raton, FL, USA (2019.12.16-2019.12.19)] 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA) - The Effect of Time on the Maintenance of a Predictive Model

Leevy, Joffrey L, Khoshgoftaar, Taghi M, Bauder, Richard A, Seliya, Naeem

Year:

2019

Language:

english

File:

PDF, 8.75 MB

english, 2019

36

Resource oriented selection of rule-based classification models: An empirical case study

Taghi M. Khoshgoftaar, Angela Herzberg, Naeem Seliya

Journal:

Software Quality Journal

Year:

2006

Language:

english

File:

PDF, 344 KB

english, 2006

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