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270Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKehan Gao, Taghi M. Khoshgoftaar, Naeem Seliya: Predicting high-risk program modules by selecting the right software measurements. Software Quality Journal 20(1): 3-42 (2012)
2011
269Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar: 13th IEEE International Symposium on High-Assurance Systems Engineering, HASE 2011, Boca Raton, FL, USA, November 10-12, 2011 IEEE Computer Society 2011
268Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Huanjing Wang: Stability Analysis of Feature Ranking Techniques on Biological Datasets. BIBM 2011: 252-256
267Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano: Random forest: A reliable tool for patient response prediction. BIBM Workshops 2011: 289-296
266Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJanell Duhaney, Taghi M. Khoshgoftaar, John C. Sloan: Feature Level Sensor Fusion for Improved Fault Detection in MCM Systems for Ocean Turbines. FLAIRS Conference 2011
265Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuanjing Wang, Taghi M. Khoshgoftaar, Naeem Seliya: How Many Software Metrics Should be Selected for Defect Prediction? FLAIRS Conference 2011
264Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWilker Altidor, Taghi M. Khoshgoftaar, Jason Van Hulse: Robustness of Filter-Based Feature Ranking: A Case Study. FLAIRS Conference 2011
263Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn C. Sloan, Taghi M. Khoshgoftaar: Ensemble Coordination for Discrete Event Control. HASE 2011: 227-235
262Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRandall Wald, Taghi M. Khoshgoftaar, John C. Sloan: Using Feature Selection to Determine Optimal Depth for Wavelet Packet Decomposition of Vibration Signals for Ocean System Reliability. HASE 2011: 236-243
261Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJanell Duhaney, Taghi M. Khoshgoftaar, John C. Sloan, Bassem Alhalabi, Pierre P. Beaujean: A Dynamometer for an Ocean Turbine Prototype: Reliability through Automated Monitoring. HASE 2011: 244-251
260Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKehan Gao, Taghi M. Khoshgoftaar, Amri Napolitano: Impact of Data Sampling on Stability of Feature Selection for Software Measurement Data. ICTAI 2011: 1004-1011
259Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJanell Duhaney, Taghi M. Khoshgoftaar, John C. Sloan: Feature Selection on Dynamometer Data for Reliability Analysis. ICTAI 2011: 1012-1019
258Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRandall Wald, Taghi M. Khoshgoftaar, John C. Sloan: Feature Selection for Vibration Sensor Data Transformed by a Streaming Wavelet Packet Decomposition. ICTAI 2011: 978-985
257Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuanjing Wang, Taghi M. Khoshgoftaar: Measuring Stability of Threshold-Based Feature Selection Techniques. ICTAI 2011: 986-993
256Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAhmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald, Jason Van Hulse: Comparison of approaches to alleviate problems with high-dimensional and class-imbalanced data. IRI 2011: 234-239
255Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWilker Altidor, Taghi M. Khoshgoftaar, Amri Napolitano: A noise-based stability evaluation of threshold-based feature selection techniques. IRI 2011: 240-245
254Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuanjing Wang, Taghi M. Khoshgoftaar, Randall Wald: Measuring robustness of Feature Selection techniques on software engineering datasets. IRI 2011: 309-314
253Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJason Van Hulse, Taghi M. Khoshgoftaar, Amri Napolitano: A comparative evaluation of feature ranking methods for high dimensional bioinformatics data. IRI 2011: 315-320
252Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRandall Wald, Taghi M. Khoshgoftaar, John C. Sloan: Fourier transforms for vibration analysis: A review and case study. IRI 2011: 366-371
251Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaoyuan Su, Russell Greiner, Taghi M. Khoshgoftaar, Amri Napolitano: Using Classifier-Based Nominal Imputation to Improve Machine Learning. PAKDD (1) 2011: 124-135
250no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Kehan Gao, Amri Napolitano: A Comparative Study of Different Strategies for Predicting Software Quality. SEKE 2011: 65-70
249no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuanjing Wang, Taghi M. Khoshgoftaar, Amri Napolitano: An Empirical Study of Software Metrics Selection Using Support Vector Machine. SEKE 2011: 83-88
248no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKehan Gao, Taghi M. Khoshgoftaar: Software Defect Prediction for High-Dimensional and Class-Imbalanced Data. SEKE 2011: 89-94
247Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Jason Van Hulse, Amri Napolitano: Comparing Boosting and Bagging Techniques With Noisy and Imbalanced Data. IEEE Transactions on Systems, Man, and Cybernetics, Part A 41(3): 552-568 (2011)
246Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQianhui Liang, Xindong Wu, E. K. Park, Taghi M. Khoshgoftaar, Chi-Hung Chi: Ontology-Based Business Process Customization for Composite Web Services. IEEE Transactions on Systems, Man, and Cybernetics, Part A 41(4): 717-729 (2011)
245Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJason Van Hulse, Taghi M. Khoshgoftaar, Amri Napolitano: An exploration of learning when data is noisy and imbalanced. Intell. Data Anal. 15(2): 215-236 (2011)
244Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuanjing Wang, Taghi M. Khoshgoftaar, Jason Van Hulse, Kehan Gao: Metric Selection for Software Defect Prediction. International Journal of Software Engineering and Knowledge Engineering 21(2): 237-257 (2011)
243Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJason Van Hulse, Taghi M. Khoshgoftaar, Amri Napolitano: Evaluating the Impact of Data Quality on Sampling. JIKM 10(3): 225-245 (2011)
242Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKehan Gao, Taghi M. Khoshgoftaar, Huanjing Wang, Naeem Seliya: Choosing software metrics for defect prediction: an investigation on feature selection techniques. Softw., Pract. Exper. 41(5): 579-606 (2011)
241Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNaeem 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 1(5): 448-459 (2011)
2010
240no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSorin Draghici, Taghi M. Khoshgoftaar, Vasile Palade, Witold Pedrycz, M. Arif Wani, Xingquan Zhu: The Ninth International Conference on Machine Learning and Applications, ICMLA 2010, Washington, DC, USA, 12-14 December 2010 IEEE Computer Society 2010
239Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKehan Gao, Taghi M. Khoshgoftaar, Jason Van Hulse: An Evaluation of Sampling on Filter-Based Feature Selection Methods. FLAIRS Conference 2010
238Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuanjing Wang, Taghi M. Khoshgoftaar, Jason Van Hulse: A Comparative Study of Threshold-Based Feature Selection Techniques. GrC 2010: 499-504
237Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNaeem Seliya, Taghi M. Khoshgoftaar, Jason Van Hulse: Predicting Faults in High Assurance Software. HASE 2010: 26-34
236Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuanjing Wang, Taghi M. Khoshgoftaar, Amri Napolitano: A Comparative Study of Ensemble Feature Selection Techniques for Software Defect Prediction. ICMLA 2010: 135-140
235Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Jason Van Hulse: Comparative Analysis of DNA Microarray Data through the Use of Feature Selection Techniques. ICMLA 2010: 147-152
234Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJason Van Hulse, Taghi M. Khoshgoftaar, Amri Napolitano: A Novel Noise Filtering Algorithm for Imbalanced Data. ICMLA 2010: 9-14
233Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Kehan Gao, Naeem Seliya: Attribute Selection and Imbalanced Data: Problems in Software Defect Prediction. ICTAI (1) 2010: 137-144
232Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJason Van Hulse, Taghi M. Khoshgoftaar, Amri Napolitano: Evaluating the impact of data quality on sampling. IRI 2010: 31-36
231Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuanjing Wang, Taghi M. Khoshgoftaar, Kehan Gao: A comparative study of filter-based feature ranking techniques. IRI 2010: 43-48
230Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNaeem Seliya, Taghi M. Khoshgoftaar: Active learning with neural networks for intrusion detection. IRI 2010: 49-54
229Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Kehan Gao, Jason Van Hulse: A novel feature selection technique for highly imbalanced data. IRI 2010: 80-85
228no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Kehan Gao: Software Engineering with Computational Intelligence and Machine Learning A Novel Software Metric Selection Technique Using the Area Under ROC Curves. SEKE 2010: 203-208
227no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuanjing Wang, Taghi M. Khoshgoftaar, Kehan Gao: Ensemble Feature Selection Technique for Software Quality Classification. SEKE 2010: 215-220
226Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYi Liu, Taghi M. Khoshgoftaar, Naeem Seliya: Evolutionary Optimization of Software Quality Modeling with Multiple Repositories. IEEE Trans. Software Eng. 36(6): 852-864 (2010)
225Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Jason Van Hulse, Amri Napolitano: Supervised neural network modeling: an empirical investigation into learning from imbalanced data with labeling errors. IEEE Transactions on Neural Networks 21(5): 813-830 (2010)
224Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChris Seiffert, Taghi M. Khoshgoftaar, Jason Van Hulse, Amri Napolitano: RUSBoost: A Hybrid Approach to Alleviating Class Imbalance. IEEE Transactions on Systems, Man, and Cybernetics, Part A 40(1): 185-197 (2010)
223Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Naeem Seliya, Dennis J. Drown: Evolutionary data analysis for the class imbalance problem. Intell. Data Anal. 14(1): 69-88 (2010)
222Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJason Van Hulse, Taghi M. Khoshgoftaar, Amri Napolitano: An Empirical Evaluation of Repetitive Undersampling Techniques. International Journal of Software Engineering and Knowledge Engineering 20(2): 173-195 (2010)
221Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLianfen Qian, Qingchuan Yao, Taghi M. Khoshgoftaar: Dynamic Two-phase Truncated Rayleigh Model for Release Date Prediction of Software. JSEA 3(6): 603-609 (2010)
2009
220no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaoyuan Su, Taghi M. Khoshgoftaar, Russell Greiner: VipBoost: A More Accurate Boosting Algorithm. FLAIRS Conference 2009
219Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJason Van Hulse, Taghi M. Khoshgoftaar, Amri Napolitano, Randall Wald: Feature Selection with High-Dimensional Imbalanced Data. ICDM Workshops 2009: 507-514
218Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuanjing Wang, Taghi M. Khoshgoftaar, Kehan Gao, Naeem Seliya: Mining Data from Multiple Software Development Projects. ICDM Workshops 2009: 551-557
217Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Kehan Gao: Feature Selection with Imbalanced Data for Software Defect Prediction. ICMLA 2009: 235-240
216Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWilker Altidor, Taghi M. Khoshgoftaar, Amri Napolitano: Wrapper-Based Feature Ranking for Software Engineering Metrics. ICMLA 2009: 241-246
215Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNaeem Seliya, Taghi M. Khoshgoftaar, Jason Van Hulse: A Study on the Relationships of Classifier Performance Metrics. ICTAI 2009: 59-66
214Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKehan Gao, Taghi M. Khoshgoftaar, Amri Napolitano: Exploring Software Quality Classification with a Wrapper-Based Feature Ranking Technique. ICTAI 2009: 67-74
213Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWilker Altidor, Taghi M. Khoshgoftaar, Jason Van Hulse: An Empirical Study on Wrapper-Based Feature Ranking. ICTAI 2009: 75-82
212Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuanjing Wang, Taghi M. Khoshgoftaar, Kehan Gao, Naeem Seliya: High-Dimensional Software Engineering Data and Feature Selection. ICTAI 2009: 83-90
211Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKehan Gao, Taghi M. Khoshgoftaar, Huanjing Wang: An Empirical Investigation of Filter Attribute Selection Techniques for Software Quality Classification. IRI 2009: 272-277
210Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJason Van Hulse, Taghi M. Khoshgoftaar, Amri Napolitano: An Empirical Comparison of Repetitive Undersampling Techniques. IRI 2009: 29-34
209Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNaeem Seliya, Taghi M. Khoshgoftaar, Jason Van Hulse: Aggregating Performance Metrics for Classifier Evaluation. IRI 2009: 35-40
208no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNaeem Seliya, Taghi M. Khoshgoftaar: Value-Based Software Quality Modeling. SEKE 2009: 116-121
207no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn C. Sloan, Taghi M. Khoshgoftaar, Augusto Varas: An Extendible Translation of BPEL to a Machine-verifiable Model. SEKE 2009: 344-349
206no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPengpeng Lin, Huanjing Wang, Taghi M. Khoshgoftaar: A Novel Hybrid Search Algorithm for Feature Selection. SEKE 2009: 81-86
205Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKehan Gao, Taghi M. Khoshgoftaar: Count Models for Software Quality Estimation. Encyclopedia of Data Warehousing and Mining 2009: 346-352
204Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaoyuan Su, Taghi M. Khoshgoftaar: A Survey of Collaborative Filtering Techniques. Adv. Artificial Intellegence 2009: (2009)
203Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJason Van Hulse, Taghi M. Khoshgoftaar: Knowledge discovery from imbalanced and noisy data. Data Knowl. Eng. 68(12): 1513-1542 (2009)
202Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn C. Sloan, Taghi M. Khoshgoftaar: From Web Service Artifact to a Readable and Verifiable Model. IEEE T. Services Computing 2(4): 277-288 (2009)
201Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDennis 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 39(5): 1097-1107 (2009)
200Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChris Seiffert, Taghi M. Khoshgoftaar, Jason Van Hulse: Improving Software-Quality Predictions With Data Sampling and Boosting. IEEE Transactions on Systems, Man, and Cybernetics, Part A 39(6): 1283-1294 (2009)
199Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Jason Van Hulse: Empirical Case Studies in Attribute Noise Detection. IEEE Transactions on Systems, Man, and Cybernetics, Part C 39(4): 379-388 (2009)
198Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaoyuan Su, Taghi M. Khoshgoftaar, Russell Greiner: Making an accurate classifier ensemble by voting on classifications from imputed learning sets. IJIDS 1(3): 301-322 (2009)
197Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndres Folleco, Taghi M. Khoshgoftaar, Jason Van Hulse, Amri Napolitano: Identifying Learners Robust to Low Quality Data. Informatica (Slovenia) 33(3): 245-259 (2009)
196Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Pierre Rebours, Naeem Seliya: Software quality analysis by combining multiple projects and learners. Software Quality Journal 17(1): 25-49 (2009)
2008
195no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChris Seiffert, Taghi M. Khoshgoftaar, Jason Van Hulse, Amri Napolitano: Building Useful Models from Imbalanced Data with Sampling and Boosting. FLAIRS Conference 2008: 306-311
194no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaoyuan Su, Taghi M. Khoshgoftaar, Russell Greiner: A Mixture Imputation-Boosted Collaborative Filter. FLAIRS Conference 2008: 312-316
193no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChinar C. Shah, Xingquan Zhu, Taghi M. Khoshgoftaar, Justin Beyer: Contrast Pattern Mining with Gap Constraints for Peptide Folding Prediction. FLAIRS Conference 2008: 95-100
192Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChris Seiffert, Taghi M. Khoshgoftaar, Jason Van Hulse, Amri Napolitano: A Comparative Study of Data Sampling and Cost Sensitive Learning. ICDM Workshops 2008: 46-52
191Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndres Folleco, Taghi M. Khoshgoftaar, Amri Napolitano: Comparison of Four Performance Metrics for Evaluating Sampling Techniques for Low Quality Class-Imbalanced Data. ICMLA 2008: 153-158
190Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChris Seiffert, Taghi M. Khoshgoftaar, Jason Van Hulse, Amri Napolitano: RUSBoost: Improving classification performance when training data is skewed. ICPR 2008: 1-4
189Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaoyuan Su, Taghi M. Khoshgoftaar, Xingquan Zhu: VoB predictors: Voting on bagging classifications. ICPR 2008: 1-4
188Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaoyuan Su, Taghi M. Khoshgoftaar, Russell Greiner: Using Imputation Techniques to Help Learn Accurate Classifiers. ICTAI (1) 2008: 437-444
187Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChris Seiffert, Taghi M. Khoshgoftaar, Jason Van Hulse, Amri Napolitano: Resampling or Reweighting: A Comparison of Boosting Implementations. ICTAI (1) 2008: 445-451
186Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChris Seiffert, Taghi M. Khoshgoftaar, Jason Van Hulse, Amri Napolitano: Improving Learner Performance with Data Sampling and Boosting. ICTAI (1) 2008: 452-459
185Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNaeem Seliya, Zhiwei Xu, Taghi M. Khoshgoftaar: Addressing Class Imbalance in Non-binary Classification Problems. ICTAI (1) 2008: 460-466
184Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndres Folleco, Taghi M. Khoshgoftaar, Jason Van Hulse, Lofton A. Bullard: Software quality modeling: The impact of class noise on the random forest classifier. IEEE Congress on Evolutionary Computation 2008: 3853-3859
183Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndres Folleco, Taghi M. Khoshgoftaar, Jason Van Hulse, Lofton A. Bullard: Identifying learners robust to low quality data. IRI 2008: 190-195
182Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChris Seiffert, Taghi M. Khoshgoftaar, Jason Van Hulse: Hybrid sampling for imbalanced data. IRI 2008: 202-207
181Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaoyuan Su, Taghi M. Khoshgoftaar, Xingquan Zhu: VCI predictors: Voting on classifications from imputed learning sets. IRI 2008: 296-301
180Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaoyuan Su, Taghi M. Khoshgoftaar, Xingquan Zhu, Russell Greiner: Imputation-boosted collaborative filtering using machine learning classifiers. SAC 2008: 949-950
179no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Naeem Seliya, Dennis J. Drown: On the Rarity of Fault-prone Modules in Knowledge-based Software Quality Modeling. SEKE 2008: 279-284
178no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn C. Sloan, Taghi M. Khoshgoftaar: Toward Model Checking Web Services Over the Web. SEKE 2008: 519-524
177no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndres Folleco, Taghi M. Khoshgoftaar, Lofton A. Bullard: Analyzing the Impact of Attribute Noise on Software Quality Classification. SEKE 2008: 73-78
176Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaoyuan Su, Taghi M. Khoshgoftaar, Russell Greiner: Imputed Neighborhood Based Collaborative Filtering. Web Intelligence 2008: 633-639
175Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Naeem Seliya: Software Module Risk Analysis. Wiley Encyclopedia of Computer Science and Engineering 2008
174Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNaeem Seliya, Taghi M. Khoshgoftaar: Software Quality Modeling as a Reliability Tool. Wiley Encyclopedia of Computer Science and Engineering 2008
173Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn C. Sloan, Taghi M. Khoshgoftaar, Venkat Raghav: Assuring Timeliness in an e-Science Service-Oriented Architecture. IEEE Computer 41(8): 56-62 (2008)
172Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaoyuan Su, Taghi M. Khoshgoftaar: Collaborative Filtering for Multi-Class Data Using Bayesian Networks. International Journal on Artificial Intelligence Tools 17(1): 71-85 (2008)
171Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Naeem Seliya, Chris Seiffert: Low-Effort Labeling of Network Events for Intrusion Detection in WLANs. International Journal on Artificial Intelligence Tools 17(3): 521-537 (2008)
170Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJason Van Hulse, Taghi M. Khoshgoftaar: A comprehensive empirical evaluation of missing value imputation in noisy software measurement data. Journal of Systems and Software 81(5): 691-708 (2008)
169Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Jason Van Hulse: Imputation techniques for multivariate missingness in software measurement data. Software Quality Journal 16(4): 563-600 (2008)
2007
168no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Chris Seiffert, Naeem Seliya: Low-Effort Labeling of Network Events for Intrusion Detection in WLANs. FLAIRS Conference 2007: 490-495
167Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJason Van Hulse, Taghi M. Khoshgoftaar, Amri Napolitano: Skewed Class Distributions and Mislabeled Examples. ICDM Workshops 2007: 477-482
166Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaoyuan Su, Taghi M. Khoshgoftaar: Arbitrarily-Shaped Window Based Stereo Matching using the Go-Light Optimization Algorithm. ICIP (6) 2007: 556-559
165Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJason Van Hulse, Taghi M. Khoshgoftaar, Amri Napolitano: Experimental perspectives on learning from imbalanced data. ICML 2007: 935-942
164Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLofton A. Bullard, Taghi M. Khoshgoftaar, Kehan Gao: An application of a rule-based model in software quality classification. ICMLA 2007: 204-210
163Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Chris Seiffert, Jason Van Hulse, Amri Napolitano, Andres Folleco: Learning with limited minority class data. ICMLA 2007: 348-353
162Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDennis J. Drown, Taghi M. Khoshgoftaar, Ramaswamy Narayanan: Using evolutionary sampling to mine imbalanced data. ICMLA 2007: 363-368
161Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChris Seiffert, Taghi M. Khoshgoftaar, Jason Van Hulse, Amri Napolitano: Mining Data with Rare Events: A Case Study. ICTAI (2) 2007: 132-139
160Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Moiz Golawala, Jason Van Hulse: An Empirical Study of Learning from Imbalanced Data Using Random Forest. ICTAI (2) 2007: 310-317
159Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXingquan Zhu, Xindong Wu, Taghi M. Khoshgoftaar, Yong Shi: An Empirical Study of the Noise Impact on Cost-Sensitive Learning. IJCAI 2007: 1168-1174
158Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQiming Luo, Taghi M. Khoshgoftaar: An Empirical Study on Estimating Motions in Video Stabilization. IRI 2007: 360-366
157Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJason Van Hulse, Taghi M. Khoshgoftaar: Incomplete-Case Nearest Neighbor Imputation in Software Measurement Data. IRI 2007: 630-637
156Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYi Liu, Taghi M. Khoshgoftaar, Jenq-Foung Yao: Building a Novel GP-Based Software Quality Classifier Using Multiple Validation Datasets. IRI 2007: 644-650
155Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChris Seiffert, Taghi M. Khoshgoftaar, Jason Van Hulse, Andres Folleco: An Empirical Study of the Classification Performance of Learners on Imbalanced and Noisy Software Quality Data. IRI 2007: 651-658
154Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaoyuan Su, Taghi M. Khoshgoftaar: A Progressive Edge-Based Stereo Correspondence Method. ISVC (1) 2007: 248-257
153Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaoyuan Su, Taghi M. Khoshgoftaar, Xingquan Zhu, Andres Folleco: Rule-Based Multiple Object Tracking for Traffic Surveillance Using Collaborative Background Extraction. ISVC (2) 2007: 469-478
152no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndres Folleco, Taghi M. Khoshgoftaar, Jason Van Hulse, Chris Seiffert: Learning from Software Quality Data with Class Imbalance and Noise. SEKE 2007: 487-
151Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaoyuan Su, Russell Greiner, Taghi M. Khoshgoftaar, Xingquan Zhu: Hybrid Collaborative Filtering Algorithms Using a Mixture of Experts. Web Intelligence 2007: 645-649
150Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Kehan Gao: Count Models for Software Quality Estimation. IEEE Transactions on Reliability 56(2): 212-222 (2007)
149Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKehan Gao, Taghi M. Khoshgoftaar: A Comprehensive Empirical Study of Count Models for Software Fault Prediction. IEEE Transactions on Reliability 56(2): 223-236 (2007)
148Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Yi Liu: A Multi-Objective Software Quality Classification Model Using Genetic Programming. IEEE Transactions on Reliability 56(2): 237-245 (2007)
147Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNaeem Seliya, Taghi M. Khoshgoftaar: Software Quality Analysis of Unlabeled Program Modules With Semisupervised Clustering. IEEE Transactions on Systems, Man, and Cybernetics, Part A 37(2): 201-211 (2007)
146Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Jason Van Hulse, Chris Seiffert, Lili Zhao: The multiple imputation quantitative noise corrector. Intell. Data Anal. 11(3): 245-263 (2007)
145Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Pierre Rebours: Improving Software Quality Prediction by Noise Filtering Techniques. J. Comput. Sci. Technol. 22(3): 387-396 (2007)
144Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXingquan Zhu, Taghi M. Khoshgoftaar, Ian Davidson, Shichao Zhang: Editorial: Special issue on mining low-quality data. Knowl. Inf. Syst. 11(2): 131-136 (2007)
143Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJason Van Hulse, Taghi M. Khoshgoftaar, Haiying Huang: The pairwise attribute noise detection algorithm. Knowl. Inf. Syst. 11(2): 171-190 (2007)
142Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNaeem Seliya, Taghi M. Khoshgoftaar: Software quality estimation with limited fault data: a semi-supervised learning perspective. Software Quality Journal 15(3): 327-344 (2007)
2006
141Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJason Van Hulse, Taghi M. Khoshgoftaar, Chris Seiffert: A Comparison of Software Fault Imputation Procedures. ICMLA 2006: 135-142
140Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaoyuan Su, Taghi M. Khoshgoftaar: Collaborative Filtering for Multi-class Data Using Belief Nets Algorithms. ICTAI 2006: 497-504
139Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Kehan Gao: Assessment of a Multi-Strategy Classifier for an Embedded Software System. ICTAI 2006: 651-658
138Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Jason Van Hulse, Chris Seiffert: A Hybrid Approach to Cleansing Software Measurement Data. ICTAI 2006: 713-722
137no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Chris Seiffert, Naeem Seliya: Labeling network event records for intrusion detection in a Wireless LAN. IRI 2006: 200-206
136no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYi Liu, Taghi M. Khoshgoftaar, Jenq-Foung Yao: Developing an effective validation strategy for genetic programming models based on multiple datasets. IRI 2006: 232-237
135no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQiming Luo, Taghi M. Khoshgoftaar, Andres Folleco: Classification of ships in surveillance video. IRI 2006: 432-437
134no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJason Van Hulse, Taghi M. Khoshgoftaar, Chris Seiffert, Lili Zhao: Noise correction using bayesian multiple imputation. IRI 2006: 478-483
133no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Andres Folleco, Jason Van Hulse, Lofton A. Bullard: Software quality imputation in the presence of noisy data. IRI 2006: 484-489
132no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Jason Van Hulse: Multiple Imputation of Software Measurement Data: A Case Study. SEKE 2006: 220-226
131no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Chris Seiffert, Jason Van Hulse: Polishing Noise in Continuous Software Measurement Data. SEKE 2006: 227-231
130Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPierre Rebours, Taghi M. Khoshgoftaar: Quality Problem in Software Measurement Data. Advances in Computers 66: 44-79 (2006)
129Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQiming Luo, Taghi M. Khoshgoftaar: Unsupervised multiscale color image segmentation based on MDL principle. IEEE Transactions on Image Processing 15(9): 2755-2761 (2006)
128Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Kehan Gao, Hua Lin: Indirect classification approaches: a comparative study in network intrusion detection. IJCAT 27(4): 232-245 (2006)
127Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Pierre Rebours: Noise elimination with partitioning filter for software quality estimation. IJCAT 27(4): 246-258 (2006)
126Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Jason Van Hulse: Determining noisy instances relative to attributes of interest. Intell. Data Anal. 10(3): 251-268 (2006)
125Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJason Van Hulse, Taghi M. Khoshgoftaar: Class noise detection using frequent itemsets. Intell. Data Anal. 10(6): 487-507 (2006)
124Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi 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 16(1): 53-76 (2006)
123Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Naeem Seliya, Nandini Sundaresh: An empirical study of predicting software faults with case-based reasoning. Software Quality Journal 14(2): 85-111 (2006)
122Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Angela Herzberg, Naeem Seliya: Resource oriented selection of rule-based classification models: An empirical case study. Software Quality Journal 14(4): 309-338 (2006)
2005
121no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDu Zhang, Taghi M. Khoshgoftaar, Mei-Ling Shyu: Proceedings of the 2005 IEEE International Conference on Information Reuse and Integration, IRI - 2005, August 15-17, 2005, Las Vegas Hilton, Las Vegas, NV, USA IEEE Systems, Man, and Cybernetics Society 2005
120Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNaeem Seliya, Taghi M. Khoshgoftaar, Shi Zhong: Analyzing Software Quality with Limited Fault-Proneness Defect Data. HASE 2005: 89-98
119Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Jason Van Hulse: Identifying noise in an attribute of interest. ICMLA 2005
118Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Shyam Varan Nath, Shi Zhong, Naeem Seliya: Intrusion detection in wireless networks using clustering techniques with expert analysis. ICMLA 2005
117Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShi Zhong, Taghi M. Khoshgoftaar, Shyam Varan Nath: A Clustering Approach to Wireless Network Intrusion Detection. ICTAI 2005: 190-196
116Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhiwei Xu, Kehan Gao, Taghi M. Khoshgoftaar: Application of fuzzy expert system in test case selection for system regression test. IRI 2005: 120-125
115Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYudong Xiao, Taghi M. Khoshgoftaar, Naeem Seliya: The partitioning- and rule-based filter for noise detection. IRI 2005: 205-210
114Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Jason Van Hulse: Empirical case studies in attribute noise detection. IRI 2005: 211-216
113Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQiming Luo, Taghi M. Khoshgoftaar, Edgar An: Hierarchical indexing of ocean survey video by mean shift clustering and MDL principle. IRI 2005: 404-409
112Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Naeem Seliya, Kehan Gao: Assessment of a New Three-Group Software Quality Classification Technique: An Empirical Case Study. Empirical Software Engineering 10(2): 183-218 (2005)
111Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Kehan Gao, Robert M. Szabo: Comparing software fault predictions of pure and zero-inflated Poisson regression models. Int. J. Systems Science 36(11): 705-715 (2005)
110Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Shi Zhong, Vedang H. Joshi: Enhancing software quality estimation using ensemble-classifier based noise filtering. Intell. Data Anal. 9(1): 3-27 (2005)
109Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Kehan Gao, Nawal H. Ibrahim: Evaluating indirect and direct classification techniques for network intrusion detection. Intell. Data Anal. 9(3): 309-326 (2005)
108Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Naeem Seliya, Kehan Gao: Detecting noisy instances with the rule-based classification model. Intell. Data Anal. 9(4): 347-364 (2005)
107Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Pierre Rebours: Evaluating noise elimination techniques for software quality estimation. Intell. Data Anal. 9(5): 487-508 (2005)
106Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Jason Van Hulse: Identifying noisy features with the Pairwise Attribute Noise Detection Algorithm. Intell. Data Anal. 9(6): 589-602 (2005)
105Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Naeem Seliya, Angela Herzberg: Resource-oriented software quality classification models. Journal of Systems and Software 76(2): 111-126 (2005)
2004
104Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShi Zhong, Taghi M. Khoshgoftaar, Naeem Seliya: Unsupervised Learning for Expert-Based Software Quality Estimation. HASE 2004: 149-155
103Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Mohamed E. Abushadi: Resource-Sensitive Intrusion Detection Models for Network Traffic. HASE 2004: 249-258
102Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYi Liu, Taghi M. Khoshgoftaar: Reducing Overfitting in Genetic Programming Models for Software Quality Classification. HASE 2004: 56-65
101Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNaeem Seliya, Taghi M. Khoshgoftaar, Shi Zhong: Semi-Supervised Learning for Software Quality Estimation. ICTAI 2004: 183-190
100Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQiming Luo, Taghi M. Khoshgoftaar: Efficient Image Segmentation by Mean Shift Clustering and MDL-Guided Region Merging. ICTAI 2004: 337-343
99Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Tang, Taghi M. Khoshgoftaar: Noise Identification with the k-Means Algorithm. ICTAI 2004: 373-378
98Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Naeem Seliya: The Necessity of Assuring Quality in Software Measurement Data. IEEE METRICS 2004: 119-130
97Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Yi Liu, Naeem Seliya: Module-Order Modeling using an Evolutionary Multi-Objective Optimization Approach. IEEE METRICS 2004: 159-169
96no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Naeem Seliya, Kehan Gao: Rule-Based Noise Detection for Software Measurement Data. IRI 2004: 302-307
95no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Pierre Rebours: Generating Multiple Noise Elimination Filters with the Ensemble-Partitioning Filter. IRI 2004: 369-375
94no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Yudong Xiao, Kehan Gao: Multi-Objective Optimization by CBR GA-Optimizer for Module-Order Modeling. SEKE 2004: 220-225
93no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Vedang H. Joshi: Noise Elimination with Ensemble-Classifier Filtering: A Case-Study in Software Quality Engineerin. SEKE 2004: 226-231
92Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Naeem Seliya: Software quality estimation with case-based reasoning. Advances in Computers 62: 249-291 (2004)
91Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Naeem Seliya: Comparative Assessment of Software Quality Classification Techniques: An Empirical Case Study. Empirical Software Engineering 9(3): 229-257 (2004)
90Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhiwei Xu, Taghi M. Khoshgoftaar: Identification of fuzzy models of software cost estimation. Fuzzy Sets and Systems 145(1): 141-163 (2004)
89Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShi Zhong, Taghi M. Khoshgoftaar, Naeem Seliya: Analyzing Software Measurement Data with Clustering Techniques. IEEE Intelligent Systems 19(2): 20-27 (2004)
88Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Yi Liu, Naeem Seliya: A multiobjective module-order model for software quality enhancement. IEEE Trans. Evolutionary Computation 8(6): 593-608 (2004)
2003
87Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYi Liu, Taghi M. Khoshgoftaar: Building Decision Tree Software Quality Classification Models Using Genetic Programming. GECCO 2003: 1808-1809
86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Lofton A. Bullard, Kehan Gao: Detecting Outliers Using Rule-Based Modeling for Improving CBR-Based Software Quality Classification Models. ICCBR 2003: 216-230
85Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Yi Liu, Naeem Seliya: Genetic Programming-Based Decision Trees for Software Quality Classification. ICTAI 2003: 374-383
84Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Laurent A. Nguyen, Kehan Gao, Jayanth Rajeevalochanam: Application of an Attribute Selection Method to CBR-Based Software Quality Classification. ICTAI 2003: 47-52
83Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Erik Geleyn, Laurent A. Nguyen: Empirical Case Studies of Combining Software Quality Classification Models. QSIC 2003: 40-
82Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Naeem Seliya: Fault Prediction Modeling for Software Quality Estimation: Comparing Commonly Used Techniques. Empirical Software Engineering 8(3): 255-283 (2003)
81Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Naeem Seliya: Analogy-Based Practical Classification Rules for Software Quality Estimation. Empirical Software Engineering 8(4): 325-350 (2003)
80Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhiwei Xu, Taghi M. Khoshgoftaar, Edward B. Allen: Application of fuzzy expert systems in assessing operational risk of software. Information & Software Technology 45(7): 373-388 (2003)
79Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Naeem Seliya: Software Quality Classification Modeling Using the SPRINT Decision Tree Algorithm. International Journal on Artificial Intelligence Tools 12(3): 207-225 (2003)
78Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Edward B. Allen: Ordering Fault-Prone Software Modules. Software Quality Journal 11(1): 19-37 (2003)
77Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar: Introduction to the Special Issue on Quality Engineering with Computational Intelligence. Software Quality Journal 11(2): 85-86 (2003)
2002
76Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Erik Geleyn, Laurent A. Nguyen, Lofton A. Bullard: Cost-Sensitive Boosting In Software Quality Modeling. HASE 2002: 51-62
75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Naeem Seliya: Software Quality Classification Modeling Using The SPRINT Decision Tree Algorithm. ICTAI 2002: 365-374
74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Erik Geleyn, Kehan Gao: An Empirical Study of the Impact of Count Models Predictions on Module-Order Models. IEEE METRICS 2002: 161-172
73Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Naeem Seliya: Tree-Based Software Quality Estimation Models For Fault Prediction. IEEE METRICS 2002: 203-
72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAli Idri, Alain Abran, Taghi M. Khoshgoftaar: Estimating Software Project Effort by Analogy Based on Linguistic Values. IEEE METRICS 2002: 21-
71Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar: Improving Usefulness of Software Quality Classification Models Based on Boolean Discriminant Functions. ISSRE 2002: 221-230
70no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Xiaojing Yuan, Edward B. Allen, Wendell D. Jones, John P. Hudepohl: Uncertain Classification of Fault-Prone Software Modules. Empirical Software Engineering 7(4): 295-295 (2002)
69Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi 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 12(2): 201-221 (2002)
2001
68no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYi Liu, Taghi M. Khoshgoftaar: Genetic Programming Model for Software Quality Classification. HASE 2001: 127-
67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEdward B. Allen, Taghi M. Khoshgoftaar, Ye Chen: Measuring Coupling and Cohesion of Software Modules: An Information-Theory Approach. IEEE METRICS 2001: 124-134
66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Edward B. Allen, Jianyu Deng: Controlling Overfitting in Software Quality Models: Experiments with Regression Trees and Classification. IEEE METRICS 2001: 190-198
65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Kehan Gao, Robert M. Szabo: An Application of Zero-Inflated Poisson Regression for Software Fault Prediction . ISSRE 2001: 66-73
64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhiwei Xu, Taghi M. Khoshgoftaar: Software Quality Prediction for High-Assurance Network Telecommunications Systems. Comput. J. 44(6): 557-568 (2001)
63no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Edward B. Allen: Controlling Overfitting in Classification-Tree Models of Software Quality. Empirical Software Engineering 6(1): 59-79 (2001)
62Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Edward B. Allen, Wendell D. Jones, John P. Hudepohl: Cost-Benefit Analysis of Software Quality Models. Software Quality Journal 9(1): 9-30 (2001)
61Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Edward B. Allen: Empirical Assessment of a Software Metric: The Information Content of Operators. Software Quality Journal 9(2): 99-112 (2001)
60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Edward B. Allen, Wendell D. Jones, John P. Hudepohl: Data Mining of Software Development Databases. Software Quality Journal 9(3): 161-176 (2001)
2000
59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Edward B. Allen, Jason C. Busboom: Modeling software quality: the Software Measurement Analysis and Reliability Toolkit. ICTAI 2000: 54-61
58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Ruqun Shan, Edward B. Allen: Improving Tree-Based Models of Software Quality with Principal Components Analysis. ISSRE 2000: 198-209
57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Vishal Thaker, Edward B. Allen: Modeling Fault-Prone Modules of Subsystems. ISSRE 2000: 259-269
56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Edward B. Allen, Wendell D. Jones, John P. Hudepohl: Accuracy of software quality models over multiple releases. Ann. Software Eng. 9: 103-116 (2000)
55no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Xiaojing Yuan, Edward B. Allen: Balancing Misclassification Rates in Classification-Tree Models of Software Quality. Empirical Software Engineering 5(4): 313-330 (2000)
54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLK. Ganesan, Taghi M. Khoshgoftaar, Edward B. Allen: Verifying Requirements Through Mathematical Modelling and Animation. International Journal of Software Engineering and Knowledge Engineering 10(2): 139-152 (2000)
1999
53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWendell D. Jones, John P. Hudepohl, Taghi M. Khoshgoftaar, Edward B. Allen: Application of a Usage Profile in Software Quality Models. CSMR 1999: 148-159
52no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMatthew P. Evett, Taghi M. Khoshgoftaar, Pei-der Chien, Edward B. Allen: Using Genetic Programming to Determine Software Quality. FLAIRS Conference 1999: 113-117
51no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMatthew P. Evett, Taghi M. Khoshgoftaar, Pei-der Chien, Edward B. Allen: Modelling software quality with GP. GECCO 1999: 1232
50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Edward B. Allen: Predicting Fault-Prone Software Modules in Embedded Systems with Classification Trees. HASE 1999: 105-
49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Edward B. Allen, Xiaojing Yuan, Wendell D. Jones, John P. Hudepohl: Experience Paper: Preparing Measurements of Legacy Software for Predicting Operational Faults. ICSM 1999: 359-
48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEdward B. Allen, Taghi M. Khoshgoftaar: Measuring Coupling and Cohesion: An Information-Theory Approach. IEEE METRICS 1999: 119-
47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Edward B. Allen, Xiaojing Yuan, Wendell D. Jones, John P. Hudepohl: Assessing Uncertain Predictions of Software Quality. IEEE METRICS 1999: 159-
46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNorman F. Schneidewind, Wendell D. Jones, Taghi M. Khoshgoftaar, Paul W. Oman, George E. Stark: Can Metrics and Models be Applied Across Multiple Releases or Projects? IEEE METRICS 1999: 324-
45no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Edward B. Allen: A Comparative Study of Ordering and Classification of Fault-Prone Software Modules. Empirical Software Engineering 4(2): 159-186 (1999)
44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Edward B. Allen, Archana Naik, Wendell D. Jones, John P. Hudepohl: Using Classification Trees for Software Quality Models: Lessons Learned. International Journal of Software Engineering and Knowledge Engineering 9(2): 217-231 (1999)
43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Edward B. Allen, Wendell D. Jones, John P. Hudepohl: Data Mining for Predictors of Software Quality. International Journal of Software Engineering and Knowledge Engineering 9(5): 547-563 (1999)
42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Edward B. Allen, Wendell D. Jones, John P. Hudepohl: Which Software Modules have Faults which will be Discovered by Customers? Journal of Software Maintenance 11(1): 1-18 (1999)
1998
41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Edward B. Allen, Archana Naik, Wendell D. Jones, John P. Hudepohl: Using Classification Trees for Software Quality Models: Lessons Learned. HASE 1998: 82-89
40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDonald F. Schenker, Taghi M. Khoshgoftaar: The Application of Fuzzy Enhanced Case-Based Reasoning for Identifying Fault-Prone Modules. HASE 1998: 90-97
39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWendell D. Jones, Taghi M. Khoshgoftaar, John C. Munson, T. Troy Pearse, George E. Stark: Hitting the Moving Target: Trials and Tribulations of Modeling Quality in Evolving Software Systems. ICSM 1998: 66-67
38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Edward B. Allen: Can a Software Quality Model Hit a Moving Target? ICSM 1998: 68-70
37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Edward B. Allen: Classification of Fault-Prone Software Modules: Prior Probabilities, Costs, and Model Evaluation. Empirical Software Engineering 3(3): 275-298 (1998)
36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Edward B. Allen, Robert Halstead, Gary P. Trio, Ronald M. Flass: Using Process History to Predict Software Quality. IEEE Computer 31(4): 66-72 (1998)
1997
35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Edward B. Allen, Robert Halstead, Gary P. Trio, Ronald M. Flass: Process Measures for Predicting Software Quality. HASE 1997: 155-
34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Edward B. Allen: The Impact of Costs of Misclassification on Software Quality Modeling. IEEE METRICS 1997: 54-
33no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Edward B. Allen, David L. Lanning: An Information Theory-Based Approach to Quantifying the Contribution of a Software Metric. Journal of Systems and Software 36(2): 103-113 (1997)
1996
32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Edward B. Allen, Lofton A. Bullard, Robert Halstead, Gary P. Trio: A tree-based classification model for analysis of a military software system. HASE 1996: 244-
31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Edward B. Allen, Robert Halstead, Gary P. Trio: Detection of Fault-Prone Software Modules During a Spiral Life Cycle. ICSM 1996: 69-76
30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Edward B. Allen, Kalai Kalaichelvan, Nishith Goel: The impact of software evolution and reuse on software quality. Empirical Software Engineering 1(1): 31-44 (1996)
29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Edward B. Allen, Kalai Kalaichelvan, Nishith Goel: Early Quality Prediction: A Case Study in Telecommunications. IEEE Software 13(1): 65-71 (1996)
28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn P. Hudepohl, Stephen J. Aud, Taghi M. Khoshgoftaar, Edward B. Allen, Jean Mayrand: Emerald: Software Metrics and Models on the Desktop. IEEE Software 13(5): 56-60 (1996)
27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, David L. Lanning: Analysis and differentiation of software system environments. Software Quality Journal 5(2): 127-139 (1996)
1995
26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Edward B. Allen: Multivariate assessment of complex software systems: a comparative study. ICECCS 1995: 389-396
25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Robert M. Szabo, Jeffrey M. Voas: Detecting program modules with low testability. ICSM 1995: 242-250
24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Abhijit S. Pandya, David L. Lanning: Application of Neural Networks for Predicting Program Faults. Ann. Software Eng. 1: 141-154 (1995)
23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, David L. Lanning: A neural network approach for early detection of program modules having high risk in the maintenance phase. Journal of Systems and Software 29(1): 85-91 (1995)
22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKhoa D. Huynh, Taghi M. Khoshgoftaar: A Performance Analysis of an Object-Based I/O Architecture in a Video Server Environment. Multimedia Syst. 3(4): 162-177 (1995)
21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKhoa D. Huynh, Taghi M. Khoshgoftaar: Performance Analysis of a Peer-to-Peer I/O Architecture in Video Server Environments. Multimedia Tools Appl. 1(3): 217-244 (1995)
20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Robert M. Szabo: Investigating ARIMA models of software system quality. Software Quality Journal 4(1): 33-48 (1995)
1994
19no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid L. Lanning, Taghi M. Khoshgoftaar: Canonical Modeling of Software Complexity and Fault Correction Activity. ICSM 1994: 374-381
18no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Robert M. Szabo: Improving Code Churn Predictions During the System Test and Maintenance Phases. ICSM 1994: 58-67
17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKhoa D. Huynh, Taghi M. Khoshgoftaar: A performance analysis of advanced I/O architectures for PC-based network file servers. Distributed Systems Engineering 1(6): 332- (1994)
16no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, Paul W. Oman: Software Metrics: Charting the Course - Guest Editors' Introduction. IEEE Computer 27(9): 13-15 (1994)
15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid L. Lanning, Taghi M. Khoshgoftaar: Modeling the Relationship Between Source Code Complexity and Maintenance Difficulty. IEEE Computer 27(9): 35-40 (1994)
14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, John C. Munson, David L. Lanning: Alternative approaches for the use of metrics to order programs by complexity. Journal of Systems and Software 24(3): 211-221 (1994)
13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKhoa D. Huynh, Taghi M. Khoshgoftaar: Performance Analysis of Advanced I/O Architectures for PC-Based Video Servers. Multimedia Syst. 2(1): 36-50 (1994)
12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKhoa D. Huynh, Taghi M. Khoshgoftaar: A Performance Analysis of Personal Computers in a Video Conferencing Environment. Multimedia Syst. 2(3): 103-117 (1994)
1993
11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKhoa D. Huynh, Taghi M. Khoshgoftaar: A Performance Analysis of the IBM Subsystem Control Block Architecture in a Video Conferencing Environment. ACM Multimedia 1993: 321-330
10no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, John C. Munson, David L. Lanning: A Comparative Study of Predictive Models for Program Changes During System Testing and Maintenance. ICSM 1993: 72-79
9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn C. Munson, Taghi M. Khoshgoftaar: Measurement of data structure complexity. Journal of Systems and Software 20(3): 217-225 (1993)
8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKhoa D. Huynh, Taghi M. Khoshgoftaar, Gerald Marazas: A high-level performance analysis of the IBM subsystem control block (SCB) architecture. Microprocessing and Microprogramming 36(3): 109-125 (1993)
1992
7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn C. Munson, Taghi M. Khoshgoftaar: Measuring Dynamic Program Complexity. IEEE Software 9(6): 48-55 (1992)
6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, John C. Munson, Bibhuti B. Bhattacharya, Gary D. Richardson: Predictive Modeling Techniques of Software Quality from Software Measures. IEEE Trans. Software Eng. 18(11): 979-987 (1992)
5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn C. Munson, Taghi M. Khoshgoftaar: The Detection of Fault-Prone Programs. IEEE Trans. Software Eng. 18(5): 423-433 (1992)
4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKhoa D. Huynh, Eduardo B. Fernández, Taghi M. Khoshgoftaar: A workload model for frame-based real-time applications on distributed systems. Journal of Systems and Software 18(3): 255-271 (1992)
1990
3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaghi M. Khoshgoftaar, John C. Munson: Predicting Software Development Errors Using Software Complexity Metrics. IEEE Journal on Selected Areas in Communications 8(2): 253-261 (1990)
2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn C. Munson, Taghi M. Khoshgoftaar: Applications of a relative complexity metric for software project management. Journal of Systems and Software 12(3): 283-291 (1990)
1989
1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn C. Munson, Taghi M. Khoshgoftaar: The Dimensionality of Program Complexity. ICSE 1989: 245-253

Coauthor Index

1Alain Abran [72]
2Mohamed E. Abushadi [103]
3Bassem Alhalabi [261]
4Edward B. Allen [26] [28] [29] [30] [31] [32] [33] [34] [35] [36] [37] [38] [41] [42] [43] [44] [45] [47] [48] [49] [50] [51] [52] [53] [54] [55] [56] [57] [58] [59] [60] [61] [62] [63] [66] [67] [70] [78] [80]
5Wilker Altidor [213] [216] [255] [264]
6Edgar An [113]
7Stephen J. Aud [28]
8Pierre P. Beaujean [261]
9Justin Beyer [193]
10Bibhuti B. Bhattacharya [6]
11Lofton A. Bullard [32] [76] [86] [133] [164] [177] [183] [184]
12Jason C. Busboom [59]
13Ye Chen [67]
14Chi-Hung Chi [246]
15Pei-der Chien [51] [52]
16Bojan Cukic [69]
17Ian Davidson [144]
18Jianyu Deng [66]
19David J. Dittman [235] [267] [268]
20Sorin Draghici [240]
21Dennis J. Drown [162] [179] [201] [223]
22Janell Duhaney [259] [261] [266]
23Matthew P. Evett [51] [52]
24Eduardo B. Fernández [4]
25Ronald M. Flass [35] [36]
26Andres Folleco [133] [135] [152] [153] [155] [163] [177] [183] [184] [191] [197]
27K. Ganesan [54]
28Kehan Gao [65] [74] [84] [86] [94] [96] [108] [109] [111] [112] [116] [128] [139] [149] [150] [164] [205] [211] [212] [214] [217] [218] [227] [228] [229] [231] [233] [239] [242] [244] [248] [250] [260] [270]
29Erik Geleyn [74] [76] [83]
30Nishith Goel [29] [30]
31Moiz Golawala [160]
32Russell Greiner [151] [176] [180] [188] [194] [198] [220] [251]
33Robert Halstead [31] [32] [35] [36]
34Angela Herzberg [105] [122]
35Haiying Huang [143]
36John P. Hudepohl [28] [41] [42] [43] [44] [47] [49] [53] [56] [60] [62] [70]
37Jason Van Hulse [106] [114] [119] [125] [126] [131] [132] [133] [134] [138] [141] [143] [146] [152] [155] [157] [160] [161] [163] [165] [167] [169] [170] [182] [183] [184] [186] [187] [190] [192] [195] [197] [199] [200] [203] [209] [210] [213] [215] [219] [222] [224] [225] [229] [232] [234] [235] [237] [238] [239] [243] [244] [245] [247] [253] [256] [264]
38Khoa D. Huynh [4] [8] [11] [12] [13] [17] [21] [22]
39Nawal H. Ibrahim [109]
40Ali Idri [72]
41Wendell D. Jones [39] [41] [42] [43] [44] [46] [47] [49] [53] [56] [60] [62] [70]
42Vedang H. Joshi [93] [110] [124]
43Kalai Kalaichelvan [29] [30]
44David L. Lanning [10] [14] [15] [19] [23] [24] [27] [33]
45Qianhui Althea Liang (Qianhui Liang) [246]
46Hua Lin [128]
47Pengpeng Lin [206]
48Yi Liu [68] [85] [87] [88] [97] [102] [136] [148] [156] [226]
49Qiming Luo [100] [113] [129] [135] [158]
50Gerald Marazas [8]
51Jean Mayrand [28]
52John C. Munson [1] [2] [3] [5] [6] [7] [9] [10] [14] [39]
53Archana Naik [41] [44]
54Amri Napolitano [161] [163] [165] [167] [186] [187] [190] [191] [192] [195] [197] [210] [214] [216] [219] [222] [224] [225] [232] [234] [236] [243] [245] [247] [249] [250] [251] [253] [255] [260] [267]
55Ramaswamy Narayanan [162]
56Shyam Varan Nath [117] [118]
57Laurent A. Nguyen [76] [83] [84]
58Paul W. Oman [16] [46]
59Vasile Palade [240]
60Abhijit S. Pandya [24]
61E. K. Park (Eun Kyo Park) [246]
62T. Troy Pearse [39]
63Witold Pedrycz [240]
64Lianfen Qian [221]
65Venkat Raghav [173]
66Jayanth Rajeevalochanam [84]
67Pierre Rebours [95] [107] [127] [130] [145] [196]
68Gary D. Richardson [6]
69Donald F. Schenker [40]
70Norman F. Schneidewind [46]
71Chris Seiffert [131] [134] [137] [138] [141] [146] [152] [155] [161] [163] [168] [171] [182] [186] [187] [190] [192] [195] [200] [224]
72Naeem Seliya [69] [73] [75] [79] [81] [82] [85] [88] [89] [91] [92] [96] [97] [98] [101] [104] [105] [108] [112] [115] [118] [120] [122] [123] [124] [137] [142] [147] [168] [171] [174] [175] [179] [185] [196] [201] [208] [209] [212] [215] [218] [223] [226] [230] [233] [237] [241] [242] [265] [270]
73Chinar C. Shah [193]
74Ruqun Shan [58]
75Ahmad Abu Shanab [256]
76Yong Shi [159]
77Mei-Ling Shyu [121]
78John C. Sloan [173] [178] [202] [207] [252] [258] [259] [261] [262] [263] [266]
79George E. Stark [39] [46]
80Xiaoyuan Su [140] [151] [153] [154] [166] [172] [176] [180] [181] [188] [189] [194] [198] [204] [220] [251]
81Nandini Sundaresh [123]
82Robert M. Szabo [18] [20] [25] [65] [111]
83Wei Tang [99]
84Vishal Thaker [57]
85Gary P. Trio [31] [32] [35] [36]
86Augusto Varas [207]
87Jeffrey M. Voas [25]
88Randall Wald [219] [235] [252] [254] [256] [258] [262] [267] [268]
89Huanjing Wang [206] [211] [212] [218] [227] [231] [236] [238] [242] [244] [249] [254] [257] [265] [268]
90M. Arif Wani [240]
91Xindong Wu [159] [246]
92Yudong Xiao [94] [115]
93Zhiwei Xu (Zhiwei (Tommy) Xu) [64] [80] [90] [116] [185]
94Jenq-Foung Yao [136] [156]
95Qingchuan Yao [221]
96Xiaojing Yuan [47] [49] [55] [70]
97Du Zhang [121]
98Shichao Zhang [144]
99Lili Zhao [134] [146]
100Shi Zhong [89] [101] [104] [110] [117] [118] [120]
101Xingquan Zhu [144] [151] [153] [159] [180] [181] [189] [193] [240]

Colors in the list of coauthors

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