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51

[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

52

[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

53

METRIC SELECTION FOR SOFTWARE DEFECT PREDICTION

WANG, HUANJING, KHOSHGOFTAAR, TAGHI M., VAN HULSE, JASON, GAO, KEHAN

Journal:

International Journal of Software Engineering and Knowledge Engineering

Year:

2011

Language:

english

File:

PDF, 242 KB

english, 2011

54

Application of neural networks to software quality modeling of a very large telecommunications system

T. Khoshgoftaar, E. Allen, J. Hudepohl, S. Aud

Journal:

IEEE Transactions on Neural Networks

Year:

1997

Language:

english

File:

PDF, 137 KB

english, 1997

55

[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

56

[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

57

[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

58

[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

59

[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

60

[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

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 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) - A Novel Method for Fraudulent Medicare Claims Detection from Expected Payment Deviations (Application Paper)

Bauder, Richard A., Khoshgoftaar, Taghi M.

Year:

2016

Language:

english

File:

PDF, 1.08 MB

english, 2016

63

[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

64

[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

65

[IEEE 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) - Cancun, Mexico (2017.12.18-2017.12.21)] 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) - Medicare Fraud Detection Using Machine Learning Methods

Bauder, Richard A., Khoshgoftaar, Taghi M.

Year:

2017

Language:

english

File:

PDF, 277 KB

english, 2017

66

[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) - Extracting Knowledge from Technical Reports for the Valuation of West Texas Intermediate Crude Oil Futures

Prusa, Joseph D., Sagul, Ryan, Khoshgoftaar, Taghi M., Sterling, Michael

Year:

2017

Language:

english

File:

PDF, 243 KB

english, 2017

67

[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

68

Social media for polling and predicting United States election outcome

Heredia, Brian, Prusa, Joseph D., Khoshgoftaar, Taghi M.

Journal:

Social Network Analysis and Mining

Year:

2018

Language:

english

File:

PDF, 1.74 MB

english, 2018

69

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

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

Approaches for identifying U.S. medicare fraud in provider claims data

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

Journal:

Health Care Management Science

Year:

2018

Language:

english

File:

PDF, 927 KB

english, 2018

72

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

73

[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

74

A parallel and distributed stochastic gradient descent implementation using commodity clusters

Kennedy, Robert K. L., Khoshgoftaar, Taghi M., Villanustre, Flavio, Humphrey, Timothy

Journal:

Journal of Big Data

Year:

2019

Language:

english

File:

PDF, 1.60 MB

english, 2019

75

[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

76

[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

77

[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) - Deep Learning with Maxout Activations for Visual Recognition and Verification

Castaneda, Gabriel, Morris, Paul, Khoshgoftaar, Taghi M.

Year:

2019

File:

PDF, 130 KB

2019

78

[IEEE 2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI) - Portland, OR, USA (2019.11.4-2019.11.6)] 2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI) - Threshold Based Optimization of Performance Metrics with Severely Imbalanced Big Security Data

Calvert, Chad L., Khoshgoftaar, Taghi M.

Year:

2019

File:

PDF, 7.49 MB

2019

79

[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

80

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

81

[IEEE 2020 IEEE 21st International Conference on Information Reuse and Integration for Data Science (IRI) - Las Vegas, NV, USA (2020.8.11-2020.8.13)] 2020 IEEE 21st International Conference on Information Reuse and Integration for Data Science (IRI) - Medicare Fraud Detection using CatBoost

Hancock, John, Khoshgoftaar, Taghi M.

Year:

2020

File:

PDF, 102 KB

2020

82

Which Software Modules have Faults which will be Discovered by Customers?

Khoshgoftaar, Taghi M., Allen, Edward B., Jones, Wendell D., Hudepohl, John P.

Journal:

Journal of Software Maintenance Research and Practice

Year:

1999

Language:

english

File:

PDF, 253 KB

english, 1999

83

Applications of a relative complexity metric for software project management

John C. Munson, Taghi M. Khoshgoftaar

Journal:

Journal of Systems and Software

Year:

1990

Language:

english

File:

PDF, 960 KB

english, 1990

84

A workload model for frame-based real-time applications on distributed systems

Khoa D. Huynh, Eduardo B. Fernandez, Taghi M. Khoshgoftaar

Journal:

Journal of Systems and Software

Year:

1992

Language:

english

File:

PDF, 1.67 MB

english, 1992

85

A neural network approach for early detection of program modules having high risk in the maintenance phase

Taghi M. Khoshgoftaar, David L. Lanning

Journal:

Journal of Systems and Software

Year:

1995

Language:

english

File:

PDF, 728 KB

english, 1995

86

Alternative approaches for the use of metrics to order programs by complexity

Taghi M Khoshgoftaar, John C Munson, David L Lanning

Journal:

Journal of Systems and Software

Year:

1994

Language:

english

File:

PDF, 1.17 MB

english, 1994

87

A high-level performance analysis of the IBM subsystem control block (SCB) architecture

Khoa Huynh, Taghi Khoshgoftaar, Gerald Marazas

Journal:

Microprocessing and Microprogramming

Year:

1993

Language:

english

File:

PDF, 1.14 MB

english, 1993

88

Inconsistent M-estimators: nonlinear regression with multiplicative error

B.B. Bhattacharyya, T.M. Khoshgoftaar, G.D. Richardson

Journal:

Statistics & Probability Letters

Year:

1992

Language:

english

File:

PDF, 346 KB

english, 1992

89

Regression modelling of software quality: empirical investigation

J.C. Munson, T.M. Khoshgoftaar

Journal:

Information and Software Technology

Year:

1990

Language:

english

File:

PDF, 907 KB

english, 1990

90

Knowledge discovery from imbalanced and noisy data

Jason Van Hulse, Taghi Khoshgoftaar

Journal:

Data & Knowledge Engineering

Year:

2009

Language:

english

File:

PDF, 951 KB

english, 2009

91

Application of fuzzy expert systems in assessing operational risk of software

Zhiwei Xu, Taghi M. Khoshgoftaar, Edward B. Allen

Journal:

Information and Software Technology

Year:

2003

Language:

english

File:

PDF, 388 KB

english, 2003

92

The impact of software evolution and reuse on software quality

Taghi M. Khoshgoftaar, Edward B. Allen, Kalai S. Kalaichelvan, Nishith Goel

Journal:

Empirical Software Engineering

Year:

1996

Language:

english

File:

PDF, 941 KB

english, 1996

93

Applications of information theory to software engineering measurement

Taghi M. Khoshgoftaar, Edward B. Allen

Journal:

Software Quality Journal

Year:

1994

Language:

english

File:

PDF, 1.66 MB

english, 1994

94

An empirical study of program quality during testing and maintenance

Taghi M. Khoshgoftaar, Robert M. Szabo, Timothy G. Woodcock

Journal:

Software Quality Journal

Year:

1994

Language:

english

File:

PDF, 982 KB

english, 1994

95

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

96

Analysis and differentiation of software system environments

Taghi M. Khoshgoftaar, David L. Lanning

Journal:

Software Quality Journal

Year:

1996

Language:

english

File:

PDF, 853 KB

english, 1996

97

Performance analysis of advanced I/O architectures for PC-based video servers

Khoa D. Huynh, Taghi M. Khoshgoftaar

Journal:

Multimedia Systems

Year:

1994

Language:

english

File:

PDF, 1.76 MB

english, 1994

98

Performance analysis of a peer-to-peer I/O architecture in video server environments

Khoa D. Huynh, Taghi M. Khoshgoftaar

Journal:

Multimedia Tools and Applications

Year:

1995

Language:

english

File:

PDF, 1.77 MB

english, 1995

99

A performance analysis of personal computers in a video conferencing environment

Khoa D. Huynh, Taghi M. Khoshgoftaar

Journal:

Multimedia Systems

Year:

1994

Language:

english

File:

PDF, 1.65 MB

english, 1994

100

Comparative aspects of software complexity metrics and program modules — a multidimensional scaling approach

Taghi M. Khoshgoftaar, John C. Munson, S. Ravichandran

Journal:

Software Quality Journal

Year:

1992

Language:

english

File:

PDF, 980 KB

english, 1992