Pawan Lingras

Grad Coord M.Sc.
Faculty of Science
Mathematics and Computing Science

Faculty Member Information

Scholarly Contributions

Book

Scobey P., Lingras , P . "Web Programming and Internet Technologies: An e-commerce approach" (Winter - 2011)
Akerkar R., Lingras , P . "Building an Intelligent Web: Theory and Practice" (Winter - 2007)

Journal Articles

Joshi M., Lingras P., Rao C.. "Analysis of Rough and Fuzzy Clustering", Fundamenta Informaticae Vol. 114 (Winter - 2012), 1-14
Peter G., Crespo F., Lingras P., Weber R. "Soft Clustering-Fuzzy and Rough Approaches and Their Extensions and Derivatives", International Journal of Approximate Reasoning Vol. 54 (Winter - 2012), NA
Lingras P., Butz , C.J . "Conservative and Aggressive Rough SVR Modeling", Theoretical Computer Science Vol. 412 (Winter - 2011), 5885-5901
Zhang P., Joshi M., Lingras , P . "Use of Stability and Seasonality Analysis for Optimal Inventory Prediction Models", Journal of Intelligent Systems Vol 20, Issue 2 (Winter - 2011), 147-166
Lingras P., Joshi M. "Experimental Comparison of Iterative Versus Evolutionary Crisp and Rough Clustering", International Journal of Computational Intelligence Systems Vol. 4, No. 1 (Winter - 2011), 12-28
Lingras P., Peters , G . "Rough Clustering, Wiley Interdisciplinary Reviews", Data Mining and Knowledge Discovery Vol. 1, No. 1 (Winter - 2011), 64-72
Trabelsi S., Elouedi Z, Lingras P. "Classification Systems based on Rough Sets under the Belief Function Framework", International Journal of Approximate Reasoning Vol. 52 (Winter - 2011), 1409-1432
Butz C., Chen J., Konkel K., Lingras P. "Join Tree Propagation Utilizing Both Arc Reversal and Variable Elimination", International Journal of Approximate Reasoning Vol. 52, No 7 (Winter - 2011), 983-959
Trabelsi S., Elouedi Z, Lingras P. "Classification systems based on dynamic reduct under the belief function framework", Transactions on Rough Sets Vol. XIV (Winter - 2011), 202-233
Lingras P., Butz , C.J . "Rough Support Vector Regression", European Journal of Operational Research Vol. 206 (Winter - 2010), 445-455
Butz C., Chen J., Konkel K., Lingras P. "A Formal Comparison of Variable Elimination and Arc Reversal in Bayesian Network Interence", Intelligent Decision Technologies Journal Vol. 177 (Winter - 2009), 3782-3798
Lingras P., Chen M., Miao D. "Semi-supervised Rough Cost/Benefit Decisions", Fundamenta Informaticae Vol. 94, No. 2 (Winter - 2009), 233-244
Lingras P., Chen M., Miao D. "Rough Cluster Quality Index Based on Decision Theory", IEEE Transactions on Knowledge and Data Engineering Vol. 21, No 7 (Winter - 2009), 1014-1026
Lingras P., Butz , C.J . "Rough Set based 1-v-1 and 1-v-r Approaches to Support Vector Machine Multi-classification", Information Sciences 177 (Winter - 2007), 3782-3298
Zhong M., Sharma S., Lingras , P . "Zhong, M., Sharma, S.C. and Lingras, P. 2007. Rationalizing Reliable Imputation Durations of Genetically Designed Time Delay Neural Network and Locally Weighted Regression Models", Transportation Planning and Technology 30, No. 6, December (Winter - 2007), 609-626
Lingras P. "Applications of Rough Set Based K-Means, Kohonen, GA Clustering", Transactions on Rough Sets VII (Winter - 2007), 120-139
Zhong M., Sharma S., Lingras , P . "Genetically-Designed Time Delay Neural Networks for Multiple-interval Urban Freeway Traffic Flow Forecasting", Neural Information Processing - Letters and Reviews 10, Nos. 8-9 (Winter - 2006), 201-209
Zhong M., Sharma S., Lingras , P . "Matching Patterns for Updating Missing Values of Traffic Counts", Transportation Planning & Technology 29, No. 2 (Winter - 2006), NA
Lingras P., Hogo M., Snorek M., West C.. "Temporal Analysis of Clusters of Supermarket Customers: Conventional versus Interval Set Approach", Information Sciences 172 (Winter - 2005), 215-240
Lingras P., Huang , X. . "Statistical, Evolutionary, and Neurocomputing Clustering Techniques: cluster-based versus object-based approaches", AI Review 23(1) (Winter - 2005), 3-29
Zhong M., Sharma S., Lingras , P. . "Refining Genetically Designed Models for Improved Traffic Prediction on Rural Roads", Journal of Transportation Planning and Technology 28(3) (Winter - 2005), .
Lingras P., West , C . "Interval Set Clustering of Web Users with Rough K-means", Journal of Intelligent Information System 23(1) (Winter - 2004), 5-16
Lingras P., Hogo M., Snorek M.. "Interval Set Clustering of Web Users using Modified Kohonen Self-Organizing Maps based on the Properties of Rough Sets", Web Intelligence and Agent Systems: An International Journal 2(3) (Winter - 2004), .
Davies C., Lingras , P.J. . "Genetic Algorithms for Rerouting Shortest Paths in Dynamic and Stochastic Networks", European Journal of Operational Research Vol. 144 (Winter - 2003), 27-38
Lingras P., Zhong M., Sharma , S.C. . "Prediction of Recreational Travel using Genetically Designed Regression and Time Delay Neural Network Models", Transportation Research Record, The Journal of Transportation Research Board, National Research Council, Washington, D.C. TRR 1805 (Winter - 2002), 16-24
Lingras P.. "Unsupervised Rough Set Classification using GAs", Journal Of Intelligent Information Systems Vol. 16, No. 3 (Winter - 2001), 215-228
Lingras P., Davies , C. . "Applications of Rough Genetic Algorithms", Computational Intelligence: An International Journal Vol. 17, No. 3 (Winter - 2001), 435-445
Lingras P.. "Statistical and Genetic Algorithms Classification of Highways", Journal of Transportation Engineering, American Society of Civil Engineering Vol. 127, No. 3 (Winter - 2001), 237-243
Lingras P.. "Fuzzy-Rough and Rough-Fuzzy Serial Combinations in Neurocomputing", Neurocomputing Journal Vol. 36 (Winter - 2000), 29-44
Sharma S., Lingras P., Xu F., Kilburn P.. "Application of Neural Networks to Estimate AADT on Low-Volume Roads", Journal of Transportation Engineering, American Society of Civil Engineers Vol. 127, No. 5 (Winter - 2000), 426-432
Sharma S., Lingras P., Liu G., Xu F.. , The Journal of Transportation Research Board, National Research Council, Washington, D.C. No. 1719 (Winter - 2000), 103-111
Lingras P., S.C. Osborne, P. , Kalyar , I. . "Traffic Volume Time Series Analysis According to the Type of Road Use", Neurocomputing Versus Statistical Approach, Computer-Aided Civil and Infrastructure Engineering Journal Vol. 15 (Winter - 1999), 365-473
Sharma S., Lingras P.J.,, F. , Liu , G.X. . "Neural Networks as an Alternative to the Traditional Factor Approach of AADT Estimation from Traffic Counts, Transportation Research Record", Journal of the Transportation Research Board, National Research Council, Washington, D.C. TRR 1660 (Winter - 1998), 24-31
Lingras P.. "Traffic Parameter Estimation and Highway Classification: Rough Patterns Using a Neural Networks Approach", Journal of Transportation Planning & Technology Vol. 21 (Winter - 1998), 155-179
Yao Y., Lingras , P.J. . "Interpretations of belief functions in the theory of rough sets", Information Sciences: an International Journal Vol.104, No. 1 (Winter - 1998), 81-106
Lingras P.. "Comparison of neofuzzy and rough neural networks", Information Sciences: an International Journal Vol. 110 (Winter - 1998), 207-215
P.J. Lingras, Yao . "Data Mining Using Extension of Rough Set Model", Journal of American Society of Information Science Vol. 49, No. 5 (Winter - 1998), 415-422

Editorial Work

Peters G., Lingras P., Slezak D., Yao Y. (Ed.) (2011) Selected Methods and Applications of Rough Sets to Management and Engineering. U.K: Springer
Peters G., Lingras P., Slezak D., Yao Y. (Ed.) (2011) Selected Methods and Applications of Rough Sets to Management and Engineering. U.K: Springer