| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Kehan Gao, Taghi M. Khoshgoftaar, Naeem Seliya |
Predicting high-risk program modules by selecting the right software measurements.  |
Software Quality Journal  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Naeem Seliya, Taghi M. Khoshgoftaar |
The use of decision trees for cost-sensitive classification: an empirical study in software quality prediction. |
Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Kehan Gao, Taghi M. Khoshgoftaar, Huanjing Wang, Naeem Seliya |
Choosing software metrics for defect prediction: an investigation on feature selection techniques. |
Softw., Pract. Exper. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Huanjing Wang, Taghi M. Khoshgoftaar, Naeem Seliya |
How Many Software Metrics Should be Selected for Defect Prediction? |
FLAIRS Conference |
2011 |
DBLP BibTeX RDF |
|
| 1 | Yi Liu, Taghi M. Khoshgoftaar, Naeem Seliya |
Evolutionary Optimization of Software Quality Modeling with Multiple Repositories. |
IEEE Trans. Software Eng. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Taghi M. Khoshgoftaar, Naeem Seliya, Dennis J. Drown |
Evolutionary data analysis for the class imbalance problem. |
Intell. Data Anal. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Yinghao Huang, Naeem Seliya, Yi Lu Murphey, Roy B. Friedenthal |
Classifying Independent Medical Examination Reports using SOM Networks. |
DMIN |
2010 |
DBLP BibTeX RDF |
|
| 1 | Naeem Seliya, Taghi M. Khoshgoftaar |
Active learning with neural networks for intrusion detection. |
IRI |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Naeem Seliya, Taghi M. Khoshgoftaar, Jason Van Hulse |
Predicting Faults in High Assurance Software. |
HASE |
2010 |
DBLP DOI BibTeX RDF |
classification, software measurements, bagging, defect prediction, imbalanced data, data sampling |
| 1 | Taghi M. Khoshgoftaar, Kehan Gao, Naeem Seliya |
Attribute Selection and Imbalanced Data: Problems in Software Defect Prediction. |
ICTAI |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Dennis J. Drown, Taghi M. Khoshgoftaar, Naeem Seliya |
Evolutionary Sampling and Software Quality Modeling of High-Assurance Systems. |
IEEE Transactions on Systems, Man, and Cybernetics, Part A |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Taghi M. Khoshgoftaar, Pierre Rebours, Naeem Seliya |
Software quality analysis by combining multiple projects and learners. |
Software Quality Journal |
2009 |
DBLP DOI BibTeX RDF |
Multiple software metrics repositories, Software quality classification model, Multiple learners, Cost of misclassification, Data mining, Majority voting |
| 1 | Yinghao Huang, Naeem Seliya, Yi Lu Murphey, Roy B. Friedenthal |
Name Entity Recognition and Classification in Medical Text Documents. |
DMIN |
2009 |
DBLP BibTeX RDF |
|
| 1 | Naeem Seliya, Taghi M. Khoshgoftaar, Jason Van Hulse |
Aggregating Performance Metrics for Classifier Evaluation. |
IRI |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Huanjing Wang, Taghi M. Khoshgoftaar, Kehan Gao, Naeem Seliya |
Mining Data from Multiple Software Development Projects. |
ICDM Workshops |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Naeem Seliya, Taghi M. Khoshgoftaar |
Value-Based Software Quality Modeling. |
SEKE |
2009 |
DBLP BibTeX RDF |
|
| 1 | Huanjing Wang, Taghi M. Khoshgoftaar, Kehan Gao, Naeem Seliya |
High-Dimensional Software Engineering Data and Feature Selection. |
ICTAI |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Naeem Seliya, Taghi M. Khoshgoftaar, Jason Van Hulse |
A Study on the Relationships of Classifier Performance Metrics. |
ICTAI |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Taghi M. Khoshgoftaar, Naeem Seliya, Chris Seiffert |
Low-Effort Labeling of Network Events for Intrusion Detection in WLANs. |
International Journal on Artificial Intelligence Tools |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Naeem Seliya, Taghi M. Khoshgoftaar |
Software Quality Modeling as a Reliability Tool. |
Wiley Encyclopedia of Computer Science and Engineering |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Taghi M. Khoshgoftaar, Naeem Seliya |
Software Module Risk Analysis. |
Wiley Encyclopedia of Computer Science and Engineering |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhiwei Xu, Naeem Seliya, Weibiao Wu |
An Adaptive Neural Network with Dynamic Structure for Software Defect Prediction. |
SEKE |
2008 |
DBLP BibTeX RDF |
|
| 1 | Taghi M. Khoshgoftaar, Naeem Seliya, Dennis J. Drown |
On the Rarity of Fault-prone Modules in Knowledge-based Software Quality Modeling. |
SEKE |
2008 |
DBLP BibTeX RDF |
|
| 1 | Naeem Seliya, Zhiwei Xu, Taghi M. Khoshgoftaar |
Addressing Class Imbalance in Non-binary Classification Problems. |
ICTAI |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Naeem Seliya, Taghi M. Khoshgoftaar |
Software Quality Analysis of Unlabeled Program Modules With Semisupervised Clustering. |
IEEE Transactions on Systems, Man, and Cybernetics, Part A |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Naeem Seliya, Taghi M. Khoshgoftaar |
Software quality estimation with limited fault data: a semi-supervised learning perspective. |
Software Quality Journal |
2007 |
DBLP DOI BibTeX RDF |
Software quality estimation, Software metrics, Semi-supervised learning, Expectation maximization, Unlabeled data |
| 1 | Taghi M. Khoshgoftaar, Chris Seiffert, Naeem Seliya |
Low-Effort Labeling of Network Events for Intrusion Detection in WLANs. |
FLAIRS Conference |
2007 |
DBLP BibTeX RDF |
|
| 1 | Taghi M. Khoshgoftaar, Vedang H. Joshi, Naeem Seliya |
Detecting Noisy Instances with the Ensemble Filter: a Study in Software Quality Estimation. |
International Journal of Software Engineering and Knowledge Engineering |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Taghi M. Khoshgoftaar, Angela Herzberg, Naeem Seliya |
Resource oriented selection of rule-based classification models: An empirical case study. |
Software Quality Journal |
2006 |
DBLP DOI BibTeX RDF |
Keyword Software metrics, Rule-based classification model, Resource-based software development, Modified expected cost of misclassification, Software quality |
| 1 | Taghi M. Khoshgoftaar, Naeem Seliya, Nandini Sundaresh |
An empirical study of predicting software faults with case-based reasoning. |
Software Quality Journal |
2006 |
DBLP DOI BibTeX RDF |
Solution algorithm, Software quality, Software metrics, Case-based reasoning, Similarity functions, Software fault prediction |
| 1 | Taghi M. Khoshgoftaar, Chris Seiffert, Naeem Seliya |
Labeling network event records for intrusion detection in a Wireless LAN. |
IRI |
2006 |
DBLP BibTeX RDF |
|
| 1 | Taghi M. Khoshgoftaar, Naeem Seliya, Kehan Gao |
Assessment of a New Three-Group Software Quality Classification Technique: An Empirical Case Study. |
Empirical Software Engineering |
2005 |
DBLP DOI BibTeX RDF |
three-group classification, expected cost of misclassification, decision trees, case-based reasoning, discriminant analysis, Software quality prediction |
| 1 | Taghi M. Khoshgoftaar, Naeem Seliya, Angela Herzberg |
Resource-oriented software quality classification models. |
Journal of Systems and Software |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Taghi M. Khoshgoftaar, Naeem Seliya, Kehan Gao |
Detecting noisy instances with the rule-based classification model. |
Intell. Data Anal. |
2005 |
DBLP BibTeX RDF |
|
| 1 | Yudong Xiao, Taghi M. Khoshgoftaar, Naeem Seliya |
The partitioning- and rule-based filter for noise detection. |
IRI |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Naeem Seliya, Taghi M. Khoshgoftaar, Shi Zhong |
Analyzing Software Quality with Limited Fault-Proneness Defect Data. |
HASE |
2005 |
DBLP DOI BibTeX RDF |
software quality, k-means, software measurements, software faults, semi-supervised clustering |
| 1 | Taghi M. Khoshgoftaar, Shyam Varan Nath, Shi Zhong, Naeem Seliya |
Intrusion detection in wireless networks using clustering techniques with expert analysis. |
ICMLA |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Taghi M. Khoshgoftaar, Naeem Seliya |
Comparative Assessment of Software Quality Classification Techniques: An Empirical Case Study. |
Empirical Software Engineering |
2004 |
DBLP DOI BibTeX RDF |
expected cost of misclassification, decision trees, case-based reasoning, logistic regression, analysis of variance, Software quality classification |
| 1 | Taghi M. Khoshgoftaar, Yi Liu, Naeem Seliya |
A multiobjective module-order model for software quality enhancement. |
IEEE Trans. Evolutionary Computation |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Shi Zhong, Taghi M. Khoshgoftaar, Naeem Seliya |
Analyzing Software Measurement Data with Clustering Techniques. |
IEEE Intelligent Systems |
2004 |
DBLP DOI BibTeX RDF |
software quality estimation, clustering, exploratory data analysis, noise detection |
| 1 | Taghi M. Khoshgoftaar, Naeem Seliya |
Software quality estimation with case-based reasoning. |
Advances in Computers |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Taghi M. Khoshgoftaar, Naeem Seliya, Kehan Gao |
Rule-Based Noise Detection for Software Measurement Data. |
IRI |
2004 |
DBLP BibTeX RDF |
|
| 1 | Shi Zhong, Taghi M. Khoshgoftaar, Naeem Seliya |
Unsupervised Learning for Expert-Based Software Quality Estimation. |
HASE |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Taghi M. Khoshgoftaar, Naeem Seliya |
The Necessity of Assuring Quality in Software Measurement Data. |
IEEE METRICS |
2004 |
DBLP DOI BibTeX RDF |
quality of software data, software quality, software measurements, software faults |
| 1 | Taghi M. Khoshgoftaar, Yi Liu, Naeem Seliya |
Module-Order Modeling using an Evolutionary Multi-Objective Optimization Approach. |
IEEE METRICS |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Naeem Seliya, Taghi M. Khoshgoftaar, Shi Zhong |
Semi-Supervised Learning for Software Quality Estimation. |
ICTAI |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Taghi M. Khoshgoftaar, Naeem Seliya |
Software Quality Classification Modeling Using the SPRINT Decision Tree Algorithm. |
International Journal on Artificial Intelligence Tools |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Taghi M. Khoshgoftaar, Naeem Seliya |
Fault Prediction Modeling for Software Quality Estimation: Comparing Commonly Used Techniques. |
Empirical Software Engineering |
2003 |
DBLP DOI BibTeX RDF |
neural networks, software metrics, case-based reasoning, CART, fault prediction, multiple linear regression, Software quality prediction, S-PLUS |
| 1 | Taghi M. Khoshgoftaar, Naeem Seliya |
Analogy-Based Practical Classification Rules for Software Quality Estimation. |
Empirical Software Engineering |
2003 |
DBLP DOI BibTeX RDF |
Software reliability estimation, multiple releases, software metrics, case-based reasoning, data clustering, majority voting, classification models |
| 1 | Taghi M. Khoshgoftaar, Yi Liu, Naeem Seliya |
Genetic Programming-Based Decision Trees for Software Quality Classification. |
ICTAI |
2003 |
DBLP DOI BibTeX RDF |
cost of misclassification, genetic programming, decision tree, software metrics, multi-objective optimization, software quality classification |
| 1 | Taghi M. Khoshgoftaar, Bojan Cukic, Naeem Seliya |
Predicting Fault-Prone Modules in Embedded Systems Using Analogy-Based Classification Models. |
International Journal of Software Engineering and Knowledge Engineering |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Taghi M. Khoshgoftaar, Naeem Seliya |
Tree-Based Software Quality Estimation Models For Fault Prediction. |
IEEE METRICS |
2002 |
DBLP DOI BibTeX RDF |
least absolute deviation, least squares, cart, regression trees, software fault prediction, s-plus |
| 1 | Taghi M. Khoshgoftaar, Naeem Seliya |
Software Quality Classification Modeling Using The SPRINT Decision Tree Algorithm. |
ICTAI |
2002 |
DBLP DOI BibTeX RDF |
software quality estimation, IBM Intelligent Data Miner, software metrics, classification trees, minimum description length principle |
![[Valid RSS]](Pics/valid-rss.png "Validate my RSS feed")