Taghi Khoshgoftaar: search on Z-Library

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51

[IEEE 2017 IEEE 3rd International Conference on Collaboration and Internet Computing (CIC) - San Jose, CA (2017.10.15-2017.10.17)] 2017 IEEE 3rd International Conference on Collaboration and Internet Computing (CIC) - Exploring the Effectiveness of Twitter at Polling the United States 2016 Presidential Election

Heredia, Brian, Prusa, Joseph, Khoshgoftaar, Taghi

Year:

2017

Language:

english

File:

PDF, 185 KB

english, 2017

52

[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 - Comparative Analysis of DNA Microarray Data through the Use of Feature Selection Techniques

Dittman, David J., Khoshgoftaar, Taghi M., Wald, Randall, Van Hulse, Jason

Year:

2010

Language:

english

File:

PDF, 243 KB

english, 2010

53

[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 - A Session Based Approach for Aggregating Network Traffic Data -- The SANTA Dataset

Wheelus, Charles, Khoshgoftaar, Taghi M., Zuech, Richard, Najafabadi, Maryam M.

Year:

2014

Language:

english

File:

PDF, 247 KB

english, 2014

54

[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) - Detection of SSH Brute Force Attacks Using Aggregated Netflow Data

Najafabadi, Maryam M., Khoshgoftaar, Taghi M., Calvert, Chad, Kemp, Clifford

Year:

2015

Language:

english

File:

PDF, 144 KB

english, 2015

55

[IEEE 2019 IEEE 20th International Conference on Information Reuse and Integration for Data Science (IRI) - Los Angeles, CA, USA (2019.7.30-2019.8.1)] 2019 IEEE 20th International Conference on Information Reuse and Integration for Data Science (IRI) - Evaluating Model Predictive Performance: A Medicare Fraud Detection Case Study

Bauder, Richard A., Herland, Matthew, Khoshgoftaar, Taghi M.

Year:

2019

Language:

english

File:

PDF, 74 KB

english, 2019

56

The Effects of Data Sampling with Deep Learning and Highly Imbalanced Big Data

Johnson, Justin M., Khoshgoftaar, Taghi M.

Journal:

Information Systems Frontiers

Year:

2020

File:

PDF, 933 KB

2020

57

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

58

[IEEE 2009 International Conference on Machine Learning and Applications (ICMLA) - Miami, FL, USA (2009.12.13-2009.12.15)] 2009 International Conference on Machine Learning and Applications - Feature Selection with Imbalanced Data for Software Defect Prediction

Khoshgoftaar, Taghi M., Gao, Kehan

Year:

2009

Language:

english

File:

PDF, 196 KB

english, 2009

59

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

60

[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) - Deep Learning and Thresholding with Class-Imbalanced Big Data

Johnson, Justin M., Khoshgoftaar, Taghi M

Year:

2019

Language:

english

File:

PDF, 6.03 MB

english, 2019

61

[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

62

[IEEE 2017 IEEE Third International Conference on Big Data Computing Service and Applications (BigDataService) - Redwood City, CA, USA (2017.4.6-2017.4.9)] 2017 IEEE Third International Conference on Big Data Computing Service and Applications (BigDataService) - A Review of Performance Evaluation on 2D Face Databases

Castaneda, Gabriel, Khoshgoftaar, Taghi M.

Year:

2017

Language:

english

File:

PDF, 323 KB

english, 2017

63

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

64

[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

65

Software Engineering with Computational Intelligence ||

Khoshgoftaar, Taghi M.

Year:

2003

Language:

english

File:

PDF, 33.51 MB

english, 2003

66

[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

67

[IEEE 2011 Tenth International Conference on Machine Learning and Applications (ICMLA) - Honolulu, HI, USA (2011.12.18-2011.12.21)] 2011 10th International Conference on Machine Learning and Applications and Workshops - Impact of Noise and Data Sampling on Stability of Feature Selection

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

Year:

2011

Language:

english

File:

PDF, 225 KB

english, 2011

68

[IEEE 2018 IEEE 30th International Conference on Tools with Artificial Intelligence (ICTAI) - Volos, Greece (2018.11.5-2018.11.7)] 2018 IEEE 30th International Conference on Tools with Artificial Intelligence (ICTAI) - Data Sampling Approaches with Severely Imbalanced Big Data for Medicare Fraud Detection

Bauder, Richard A, Khoshgoftaar, Taghi M, Hasanin, Tawfiq

Year:

2018

Language:

english

File:

PDF, 118 KB

english, 2018

69

[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) - Rotation invariant face recognition survey

Oscos, Gabriel Castaneda, Khoshgoftaar, Taghi M., Wald, Randall

Year:

2014

Language:

english

File:

PDF, 715 KB

english, 2014

70

Big Data fraud detection using multiple medicare data sources

Herland, Matthew, Khoshgoftaar, Taghi M., Bauder, Richard A.

Journal:

Journal of Big Data

Year:

2018

Language:

english

File:

PDF, 1.09 MB

english, 2018

71

An information theory-based approach to quantifying the contribution of a software metric

Taghi M. Khoshgoftaar, Edward B. Allen, David L. Lanning

Journal:

Journal of Systems and Software

Year:

1997

Language:

english

File:

PDF, 1.17 MB

english, 1997

72

[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

73

[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

74

[IEEE 2017 IEEE 3rd International Conference on Collaboration and Internet Computing (CIC) - San Jose, CA (2017.10.15-2017.10.17)] 2017 IEEE 3rd International Conference on Collaboration and Internet Computing (CIC) - Detection of Phishing Webpages Using Heterogeneous Transfer Learning

Weiss, Karl R., Khoshgoftaar, Taghi M.

Year:

2017

Language:

english

File:

PDF, 112 KB

english, 2017

75

[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

76

The effects of varying class distribution on learner behavior for medicare fraud detection with imbalanced big data

Bauder, Richard A., Khoshgoftaar, Taghi M.

Journal:

Health Information Science and Systems

Year:

2018

Language:

english

File:

PDF, 1.39 MB

english, 2018

77

Identification of fuzzy models of software cost estimation

Zhiwei Xu, Taghi M. Khoshgoftaar

Journal:

Fuzzy Sets and Systems

Year:

2004

Language:

english

File:

PDF, 347 KB

english, 2004

78

[IEEE 2016 IEEE 28th International Conference on Tools with Artificial Intelligence (ICTAI) - San Jose, CA, USA (2016.11.6-2016.11.8)] 2016 IEEE 28th International Conference on Tools with Artificial Intelligence (ICTAI) - Predicting Medical Provider Specialties to Detect Anomalous Insurance Claims

Bauder, Richard A., Khoshgoftaar, Taghi M., Richter, Aaron, Herland, Matthew

Year:

2016

Language:

english

File:

PDF, 597 KB

english, 2016

79

Investigating ARIMA models of software system quality

Taghi M. Khoshgoftaar, Robert M. Szabo

Journal:

Software Quality Journal

Year:

1995

Language:

english

File:

PDF, 1.01 MB

english, 1995

80

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

81

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

82

Balancing Misclassification Rates in Classification-Tree Models of Software Quality

Taghi M. Khoshgoftaar, Xiaojing Yuan, Edward B. Allen

Journal:

Empirical Software Engineering

Year:

2000

Language:

english

File:

PDF, 154 KB

english, 2000

83

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

84

[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

85

[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

86

[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

87

[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

88

THE USE OF UNDER- AND OVERSAMPLING WITHIN ENSEMBLE FEATURE SELECTION AND CLASSIFICATION FOR SOFTWARE QUALITY PREDICTION

GAO, KEHAN, KHOSHGOFTAAR, TAGHI M., WALD, RANDALL

Journal:

International Journal of Reliability Quality and Safety Engineering

Year:

2014

Language:

english

File:

PDF, 868 KB

english, 2014

89

STRATEGY AND APPLICATION OF DATA-DRIVEN TESTING OF AN OCEAN TURBINE DRIVETRAIN

SLOAN, JOHN C., KHOSHGOFTAAR, TAGHI M., ALHALABI, BASSEM, BEAUJEAN, PIERRE-PHILIPPE

Journal:

International Journal of Reliability Quality and Safety Engineering

Year:

2011

Language:

english

File:

PDF, 716 KB

english, 2011

90

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

91

[IEEE 2016 IEEE 17th International Conference on Information Reuse and Integration (IRI) - Pittsburgh, PA, USA (2016.7.28-2016.7.30)] 2016 IEEE 17th International Conference on Information Reuse and Integration (IRI) - Predicting Cancer Relapse with Clinical Data: A Survey of Current Techniques

Richter, Aaron N., Khoshgoftaar, Taghi M.

Year:

2016

Language:

english

File:

PDF, 467 KB

english, 2016

92

[IEEE 2017 IEEE International Conference on Information Reuse and Integration (IRI) - San Diego, CA (2017.8.4-2017.8.6)] 2017 IEEE International Conference on Information Reuse and Integration (IRI) - Analysis of Transfer Learning Performance Measures

Weiss, Karl R., Khoshgoftaar, Taghi M.

Year:

2017

Language:

english

File:

PDF, 217 KB

english, 2017

93

[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 - Classification of Ships in Surveillance Video

Luo, Qiming, Khoshgoftaar, Taghi, Folleco, Andres

Year:

2006

Language:

english

File:

PDF, 432 KB

english, 2006

94

[IEEE 2011 IEEE 23rd International Conference on Tools with Artificial Intelligence (ICTAI) - Boca Raton, FL, USA (2011.11.7-2011.11.9)] 2011 IEEE 23rd International Conference on Tools with Artificial Intelligence - Feature Selection on Dynamometer Data for Reliability Analysis

Duhaney, Janell, Khoshgoftaar, Taghi M., Sloan, John C.

Year:

2011

Language:

english

File:

PDF, 734 KB

english, 2011

95

[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

96

[IEEE 2006 5th International Conference on Machine Learning and Applications (ICMLA'06) - Orlando, FL, USA (2006.12.14-2006.12.14)] 2006 5th International Conference on Machine Learning and Applications (ICMLA'06) - A Comparison of Software Fault Imputation Procedures

Hulse, Jason, Khoshgoftaar, Taghi, Seiffert, Chris

Year:

2006

Language:

english

File:

PDF, 230 KB

english, 2006

97

EDITORIAL

Zhu, Xingquan, Khoshgoftaar, Taghi M.

Journal:

International Journal of Artificial Intelligence Tools

Year:

2013

Language:

english

File:

PDF, 92 KB

english, 2013

98

HIGH CONSEQUENCE SYSTEMS AND SEMANTIC COMPUTING

WINTER, VICTOR, CUKIC, BOJAN, KHOSHGOFTAAR, TAGHI, MORI, KINJI, PAUL, RAY, PÉREZ-LEGUÍZAMO, CARLOS, SEDIGH SARVESTANI, SAHRA, SLOAN, JOHN C., VOUK, MLADEN, YEN, I-LING

Journal:

International Journal of Semantic Computing

Year:

2013

Language:

english

File:

PDF, 942 KB

english, 2013

99

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

100

Verifying the Security Characteristics of a Secure Physical Access Control Protocol

Carryl, Clyde, Alhalabi, Bassem, Khoshgoftaar, Taghi M., Bullard, Lofton

Journal:

International Journal of Reliability Quality and Safety Engineering

Year:

2016

Language:

english

File:

PDF, 701 KB

english, 2016

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