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Riyaz Sikora

[Riyaz Sikora]

Associate Professor, Information Systems and Operations Management
Last Updated: January 6, 2021
about me

Education

Education

    • 1994 PhD in Business Administration - Information Systems
      University of Illinois a Main, 1994
    • 1994 PhD in Business Administration; Information Systems
      University of Illinois at Urbana-Champaign, 1994
    • 1989 MS
      Washington University, St. Louis, 1989
    • 1989 MS in Systems Science and Mathematics
      Washington University, 1989
    • 1988 Array in PGDM Program
      Indian Institute of Management, Calcutta, India, 1988
    • 1987 B.Engr. in Electronics and Communications Engineering
      Osmania University, India, 1987
    • 1987 BE in Electronics and Communications Engineering
      Osmania University, 1987

Appointments

Appointments

    • Sept 2002 to Present Associate Professor
      University of Texas at Arlington

Support & Funding

Support & Funding

This data is entered manually by the author of the profile and may duplicate data in the Sponsored Projects section.
    • 2010 to 2011 The Influence of Bias on Reputation Models in eMarketplace sponsored by  -  $0
    • Aug 2005 to Sept 2006 Dynamics of information system strategy and industry structure: effect on firm level performance sponsored by  -  $9000
      Riyaz Sikora (Funded)

Publications


      2007
      • Book
        Learning Optimal Parameter Values in Dynamic Environment: An Experiment with Softmax Reinforcement Learning Algorithm
        [Sikora, Riyaz]. "INFORMS, Baltimore, MD".

      1991
      • Book
        A distributed problem-solving approach to inductive learning
        [Sikora, Riyaz, Shaw, Michael]. "[Urbana, Ill.] : College of Commerce and Business Administration, University of Illinois at Urbana-Champaign".
        http://archive.org/details/distributedprobl109siko
      • Book
        The distributed learning system : a group problem-solving approach to rule learning
        [Sikora, Riyaz, Shaw, Michael]. "[Urbana, Ill.] : College of Commerce and Business Administration, University of Illinois at Urbana-Champaign".
        http://archive.org/details/distributedlearn91143siko

      1990
      • Book
        A double-layered learning approach to acquiring rules for financial classification
        [Sikora, Riyaz]. 1693, [Urbana, Ill.]: "College of Commerce and Business Administration, University of Illinois at Urbana-Champaign".

      2010
      • Book Chapter
        Agent-based Modeling of Reputation for Sellers in an eMarketplace
        [Sikora, Riyaz]. Strategic Advantage of Computing Information Systems in Enterprise Management. 287-304.

      2009
      2005

      In Process
      • Journal Article
        Creating a Data Factory for Data Products
        [Schlueter Langdon, Chris, Sikora, Riyaz]. Lecture Notes on Business Information Process . "Springer". Accepted.
      • Journal Article
        A Wrapper Approach to Improving Prediction in Small Data
        [Sikora, Riyaz]. Working Paper.
      • Journal Article
        Effect of Class Distribution on Predictive Capability of Data Mining Algorithms
        [Sikora, Riyaz]. Working Paper.

      2019
      • Journal Article
        Assessment of Adaptability of a Supply Chain Trading Agent’s Strategy: Evolutionary Game Theory Approach
        [Lee, YoonSang, Sikora, Riyaz]. Journal of International Technology and Information Management. 28(3), 67-90.
      • Journal Article
        Marketing to “Minorities”: Mitigating Class Imbalance Problems with Majority Voting Ensemble Learning
        [Sikora, Riyaz, Schlueter-Langdon, Christoph]. Frontiers of Marketing Data Science Journa. 1(2), 27-33.

      2018
      • Journal Article
        Controlled Under-Sampling with Majority Voting Ensemble Learning for Class Imbalance Problem
        [Sikora, Riyaz, Raina, Sahil]. Advances in Intelligent Systems and Computing. 857, 33-39. "Springer".

      2017
      • Journal Article
        An Adaptive Supplier Selection Mechanism in E-Procurement Marketplace
        [You, Liangjun, Yao, Dong-Qing , Sikora, Riyaz, Nag, Barin]. Journal of International Technology and Information Management. 26(2), 94-116.

      2016
      • Journal Article
        Design of Intelligent Agents for Supply Chain Management
        [Lee, Yoon Sang, Sikora, Riyaz]. Lecture Notes in Business Information Processing. 27-39.
      • Journal Article
        Design of Intelligent Agents for Supply Chain Management
        [Lee, YoonSang, Sikora, Riyaz]. Lecture Notes in Business Information Processing. 27-39.

      2015
      2014
      • Journal Article
        Effect of Reputation Mechanisms and Ratings Biases on Traders’ Behavior in Online Marketplacesffects of External Pressure on Workforce Development and Supply Chain Management in Healthcare Industryfects of External Pressure on Workforce Development and Supply Chain Management in Healthcare Industryects of External Pressure on Workforce Development and Supply Chain Management in Healthcare Industry
        [Sikora, Riyaz]. Journal of Organizational Computing and Electronic Commerce. 24(1),
      • Journal Article
        A Modified Stacking Ensemble Machine Learning Algorithm using Genetic Algorithms
        [Sikora, Riyaz, Al-Laymoun, Ola]. Journal of Intl Technology and Information Management. 23(1), 1-12.
      • Journal Article
        Performance of Online Reputation Mechanisms under the Influence of Different Types of Biases
        [Sikora, Riyaz, You, L.]. Information Systems and eBusiness Management. 12(3), 417-442.

      2012
      • Journal Article
        Estimating sequential bias in online reviews: A Kalman filtering approach
        [Chauhan, Kriti, Sikora, Riyaz]. 27, 314-321.

      2011
      • Journal Article
        An adaptive evaluation mechanism for online traders
        [Sikora, Riyaz, You, L. ]. European Journal of Operational Research. 214(3), 739-748.

      2009
      2008
      • Journal Article
        Learning bidding strategies with autonomous agents in environments with unstable equilibrium
        [Sikora, Riyaz, Sachdev, Vishal]. Decision Support Systems. 46(1), 101-114. DOI: http://dx.doi.org/10.1016/j.dss.2008.05.005

      2007
      • Journal Article
        Framework for efficient feature selection in genetic algorithm based data mining
        [Sikora, Riyaz, Piramuthu, Selwyn]. European Journal of Operational Research. 180(2), 723-737. DOI: http://dx.doi.org/10.1016/j.ejor.2006.02.040

      2006
      • Journal Article
        A strategic analysis of inter organizational information sharing
        [Li, Jingquan, Sikora, Riyaz, Shaw, MichaelJ., Tan, GekWoo]. Decision Support Systems. 42(1), 251-266. DOI: http://dx.doi.org/10.1016/j.dss.2004.12.003

      2005
      • Journal Article
        Assessing the Relative Influence of Journals in a Citation Network
        [Nerur, SridharP, Sikora, Riyaz, Mangalaraj, George, Balijepally, VenuGopal]. 48(11), 71-74. DOI: http://dx.doi.org/10.1145/1096000.1096007

      1998
      • Journal Article
        A Multi-Agent Framework for the Coordination and Integration of Information Systems
        [Sikora, Riyaz, Shaw, MichaelJ.]. Management Science. 44(11), S78. DOI: http://dx.doi.org/10.1287/mnsc.44.11.S65
      • Journal Article
        A Multi-Agent Framework for the Coordination and Integration of Information Systems
        [Sikora, Riyaz, Shaw, Michael, discover, students, use, build upon a wide range of content in a trusted, digital archive. We use information technology, productivity, toolsto increase, facilitate new forms of scholarship. For more information about, JSTOR, please contact support@jstor.org.]. Management Science. 44(11), S65-S78. "INFORMS".

      1997
      • Journal Article
        Coordination mechanisms for multi-agent manufacturing systems..
        [Sikora, Riyaz, Shaw, MichaelJ.]. IEEE Transactions on Engineering Management. 44(2), 175. DOI: http://dx.doi.org/10.1109/17.584925

      1996
      1994
      • Journal Article
        A Double-Layered Learning Approach to Acquiring Rules for Classification: Integrating Genetic Algorithms with Similarity-Based Learning
        [Sikora, Riyaz, Shaw, Michael]. 6(2), 174. DOI: http://dx.doi.org/10.1287/ijoc.6.2.174

      1992

      2016
      • Conference Proceeding
        Using Reinforcement Learning For Supply Chain Management
        [Lee, YoonSang, Sikora, Riyaz]. Proceedings of INFORMS International Conference. Hawaii.

      2015
      • Conference Proceeding
        Intelligent Agents for Supply Chain Management
        [Sikora, Riyaz, ]. Proceedings of CORS/INFORMS International Meeting. Montreal, ON, Canada.

      2012
      • Conference Proceeding
        Effect of Reputation Mechanisms and Ratings Biases on Traders’ Behavior in Online Marketplaces
        [Sikora, Riyaz, You, Liangjun]. Proceedings of the Workshop on eBusiness. Orlando, FL.

      2010
      • Conference Proceeding
        The Influence of Bias on Reputation Models in E-Marketplace
        [You, Liangjun, Sikora, Riyaz]. Proceedings of the Annual DSI Meeting. 3231-3236. San Diego.
      • Conference Proceeding
        Agent-based Modeling of Reputation for Sellers in an eMarketplace
        [Sikora, Riyaz]. 6th Annual International Conference on Computer Science and Information Systems. Athens.

      1993
      • Conference Proceeding
        Joint Lot Sizing and Sequencing with Genetic Algorithms for Scheduling: Evolving the Chromosome Structure
        [Lee, In, Sikora, Riyaz, Shaw, MichaelJ.]. 383–391. San Francisco, CA, USA: "Morgan Kaufmann Publishers Inc.".
        http://dl.acm.org/citation.cfm?id=645513.657594

      1990
      • Technical Report
        A Distributed Problem-Solving Approach to Inductive Learning
        [Shaw, MichaelJ., Sikora, Riyaz].
      • Technical Report
        A Distributed Problem-Solving Approach to Rule Induction: Learning in Distributed Artificial Intelligence Systems
        [Shaw, MichaelJ., Sikora, Riyaz].

Presentations

    • October  2019
      Sikora, Riyaz, "Wrapper Approaches for Improving Traditional Data Mining Algorithms", College of Science, University of Texas at Arlington. (October 2, 2019).
    • June  2019
      Sikora, Riyaz, "A Wrapper Approach to Improving Prediction in Small Data", INFORMS, Cancun, Mexico. (June 10, 2019).
    • June  2016
      Lee, YoonSang, Sikora, Riyaz (Presenter), "Using Reinforcement Learning For Supply Chain Management", Hawaii. (June 15, 2016).
    • December  2015
      Lee, YoonSang (Presenter), Sikora, Riyaz, "Design of Intelligent Agents for Supply Chain Management", Fort Worth, TX. (December 12, 2015).
    • June  2015
      Lee, YoonSang, Sikora, Riyaz (Presenter), "Intelligent Agents for Supply Chain Management", Montreal, ON. (June 10, 2015).
    • December  2012
      Sikora, Riyaz, "Effect of Reputation Mechanisms and Ratings Biases on Traders’ Behavior in Online Marketplaces", Orlando, FL. (December , 2012).

Students Supervised

    • May 2017
      Directed Individual/Independent Study
      Sahil Raina, (Information Systems and Operations Management)
      Addressing the Imbalance Problem in Data Mining
    • Dec 2015
      Dissertation Committee Chair
      YoonSang Lee, (Information Systems and Operations Management)
      Design of Intelligent Agents for Supply-Chain Management

Courses

      • INSY 5341-001 ANALYSIS AND DESIGN
        (Course Id: 101066)
        Spring - Regular Academic Session - 2021
      • INSY 3305-001 INFO SYS ANALYSIS & DESIGN
        (Course Id: 101032)
        Spring - Regular Academic Session - 2021
      • INSY 3305-002 INFO SYS ANALYSIS & DESIGN
        (Course Id: 101032)
        Spring - Regular Academic Session - 2021
      • INSY 5377-001 WEB AND SOCIAL ANALYTICS
        (Course Id: 112302)
        Spring - Regular Academic Session - 2021
      • INSY 5341-001 ANALYSIS AND DESIGN
        (Course Id: 101066)
        Fall - Regular Academic Session - 2020 Download Syllabus
      • INSY 3305-001 INFO SYS ANALYSIS & DESIGN
        (Course Id: 101032)
        Fall - Regular Academic Session - 2020
      • INSY 5377-001 WEB AND SOCIAL ANALYTICS
        (Course Id: 112302)
        Fall - Regular Academic Session - 2020 Download Syllabus
      • INSY 5341-001 ANALYSIS AND DESIGN
        (Course Id: 101066)
        Summer - Eleven Week - 2020 Download Syllabus
      • INSY 3305-001 INFO SYS ANALYSIS & DESIGN
        (Course Id: 101032)
        Summer - Eleven Week - 2020
      • INSY 5377-001 WEB AND SOCIAL ANALYTICS
        (Course Id: 112302)
        Summer - Eleven Week - 2020
      • INSY 5341-001 ANALYSIS AND DESIGN
        (Course Id: 101066)
        Spring - Regular Academic Session - 2020 Download Syllabus
      • UNIV-BU 1101-010 CAREER PREP & STUDENT SUCCESS
        (Course Id: 113583)
        Spring - Regular Academic Session - 2020 Download Syllabus
      • INSY 5382-001 INDEPENDENT STUDY INFO SYSTEMS
        (Course Id: 101087)
        Spring - Regular Academic Session - 2020
      • INSY 3305-001 INFO SYS ANALYSIS & DESIGN
        (Course Id: 101032)
        Spring - Regular Academic Session - 2020 Download Syllabus
      • INSY 3305-002 INFO SYS ANALYSIS & DESIGN
        (Course Id: 101032)
        Spring - Regular Academic Session - 2020 Download Syllabus
      • INSY 5341-001 ANALYSIS AND DESIGN
        (Course Id: 101066)
        Fall - Regular Academic Session - 2019 Download Syllabus
      • UNIV-BU 1101-001 CAREER PREP & STUDENT SUCCESS
        (Course Id: 113583)
        Fall - Regular Academic Session - 2019
      • INSY 3305-001 INFO SYS ANALYSIS & DESIGN
        (Course Id: 101032)
        Fall - Regular Academic Session - 2019
      • INSY 3305-002 INFO SYS ANALYSIS & DESIGN
        (Course Id: 101032)
        Fall - Regular Academic Session - 2019
      • INSY 6392-001 SELECTED TOPICS IN INFO SYS
        (Course Id: 101101)
        Fall - Regular Academic Session - 2019 Download Syllabus
      • INSY 5341-001 ANALYSIS AND DESIGN
        (Course Id: 101066)
        Summer - Eleven Week - 2019
      • INSY 5382-001 INDEPENDENT STUDY INFO SYSTEMS
        (Course Id: 101087)
        Summer - Eleven Week - 2019
      • INSY 3305-001 INFO SYS ANALYSIS & DESIGN
        (Course Id: 101032)
        Summer - Eleven Week - 2019
      • INSY 5341-001 ANALYSIS AND DESIGN
        (Course Id: 101066)
        Spring - Regular Academic Session - 2019 Download Syllabus
      • INSY 3305-001 INFO SYS ANALYSIS & DESIGN
        (Course Id: 101032)
        Spring - Regular Academic Session - 2019 Download Syllabus
      • INSY 3305-002 INFO SYS ANALYSIS & DESIGN
        (Course Id: 101032)
        Spring - Regular Academic Session - 2019 Download Syllabus
      • INSY 5341-001 ANALYSIS AND DESIGN
        (Course Id: 101066)
        Fall - Regular Academic Session - 2018
      • INSY 5382-001 INDEPENDENT STUDY INFO SYSTEMS
        (Course Id: 101087)
        Fall - Regular Academic Session - 2018
      • INSY 3305-001 INFO SYS ANALYSIS & DESIGN
        (Course Id: 101032)
        Fall - Regular Academic Session - 2018
      • INSY 3305-002 INFO SYS ANALYSIS & DESIGN
        (Course Id: 101032)
        Fall - Regular Academic Session - 2018
      • INSY 4305-001 ADV APPLICATION DEVELOPMENT
        (Course Id: 101038)
        Summer - Eleven Week - 2018 Download Syllabus
      • INSY 5309-001 OBJ ORI BUS PROG
        (Course Id: 101057)
        Summer - Eleven Week - 2018 Download Syllabus
      • INSY 4305-002 ADV APPLICATION DEVELOPMENT
        (Course Id: 101038)
        Spring - Regular Academic Session - 2018 Download Syllabus
      • INSY 5309-001 OBJ ORI BUS PROG
        (Course Id: 101057)
        Spring - Regular Academic Session - 2018 Download Syllabus
      • INSY 5339-001 PRIN OF BUSINESS DATA MINING
        (Course Id: 111261)
        Spring - Regular Academic Session - 2018 Download Syllabus
      • INSY 5339-002 PRIN OF BUSINESS DATA MINING
        (Course Id: 111261)
        Spring - Regular Academic Session - 2018 Download Syllabus
      • INSY 5339-080 PRIN OF BUSINESS DATA MINING
        (Course Id: 111261)
        Spring - Regular Academic Session - 2018 Download Syllabus
      • INSY 6392-001 SELECTED TOPICS IN INFO SYS
        (Course Id: 101101)
        Spring - Regular Academic Session - 2018 Download Syllabus
      • INSY 5309-001 OBJ ORI BUS PROG
        (Course Id: 101057)
        Fall - Regular Academic Session - 2017 Download Syllabus
      • INSY 5339-001 PRIN OF BUSINESS DATA MINING
        (Course Id: 111261)
        Fall - Regular Academic Session - 2017 Download Syllabus
      • INSY 4305-001 ADV APPLICATION DEVELOPMENT
        (Course Id: 101038)
        Summer - Eleven Week - 2017
      • INSY 5309-001 OBJ ORI BUS PROG
        (Course Id: 101057)
        Summer - Eleven Week - 2017
      • INSY 5341-001 ANALYSIS AND DESIGN
        (Course Id: 101066)
        Spring - Regular Academic Session - 2017
      • INSY 5341-080 ANALYSIS AND DESIGN
        (Course Id: 101066)
        Spring - Regular Academic Session - 2017
      • INSY 5382-002 INDEPENDENT STUDY INFO SYSTEMS
        (Course Id: 101087)
        Spring - Regular Academic Session - 2017
      • INSY 5339-001 PRIN OF BUSINESS DATA MINING
        (Course Id: 111261)
        Spring - Regular Academic Session - 2017
      • INSY 5339-080 PRIN OF BUSINESS DATA MINING
        (Course Id: 111261)
        Spring - Regular Academic Session - 2017
      • INSY 5339-001 PRIN OF BUSINESS DATA MINING
        (Course Id: 111261)
        Fall - Regular Academic Session - 2016
      • INSY 5339-002 PRIN OF BUSINESS DATA MINING
        (Course Id: 111261)
        Fall - Regular Academic Session - 2016
      • INSY 5341-001 ANALYSIS AND DESIGN
        (Course Id: 101066)
        Summer - Eleven Week - 2016
      • INSY 5309-001 OBJ ORI BUS PROG
        (Course Id: 101057)
        Summer - Eleven Week - 2016
      • INSY 5339-001 PRIN OF BUSINESS DATA MINING
        (Course Id: 111261)
        Spring - Regular Academic Session - 2016
      • INSY 5339-080 PRIN OF BUSINESS DATA MINING
        (Course Id: 111261)
        Spring - Regular Academic Session - 2016
      • INSY 6392-001 SELECTED TOPICS IN INFO SYS
        (Topic: Seminar in IS | Course Id: 101101)
        Spring - Regular Academic Session - 2016
      • INSY 4305-002 ADV APPLICATION DEVELOPMENT
        (Course Id: 101038)
        Fall - Regular Academic Session - 2015
      • INSY 5339-001 PRIN OF BUSINESS DATA MINING
        (Course Id: 111261)
        Fall - Regular Academic Session - 2015
      • INSY 5339-002 PRIN OF BUSINESS DATA MINING
        (Course Id: 111261)
        Fall - Regular Academic Session - 2015
      • INSY 5698-001 THESIS
        (Course Id: 101090)
        Fall - Regular Academic Session - 2015
      • INSY 5352-001 TOPICS IN OBJECT TECHNOLOGY
        (Course Id: 101075)
        Fall - Regular Academic Session - 2015
      • INSY 5341-001 ANALYSIS AND DESIGN
        (Course Id: 101066)
        Summer - Eleven Week - 2015
      • BSAD 7399-070 DOCTORAL DEGREE COMPLETION
        (Course Id: 111647)
        Summer - Eleven Week - 2015
      • INSY 3305-001 INFO SYS ANALYSIS & DESIGN
        (Course Id: 101032)
        Summer - Eleven Week - 2015
      • INSY 5309-001 OBJ ORI BUS PROG
        (Course Id: 101057)
        Summer - Eleven Week - 2015
      • INSY 3300-001 OBJECT-ORIENTED PROGRAMMING
        (Course Id: 101027)
        Summer - Eleven Week - 2015
      • INSY 5341-001 ANALYSIS AND DESIGN
        (Course Id: 101066)
        Spring - Regular Academic Session - 2015
      • INSY 3305-001 INFO SYS ANALYSIS & DESIGN
        (Course Id: 101032)
        Spring - Regular Academic Session - 2015
      • INSY 5309-001 OBJ ORI BUS PROG
        (Course Id: 101057)
        Spring - Regular Academic Session - 2015
      • INSY 3300-002 OBJECT-ORIENTED PROGRAMMING
        (Course Id: 101027)
        Spring - Regular Academic Session - 2015
      • INSY 5339-001 PRIN OF BUSINESS DATA MINING
        (Course Id: 111261)
        Spring - Regular Academic Session - 2015
      • INSY 5339-080 PRIN OF BUSINESS DATA MINING
        (Course Id: 111261)
        Spring - Regular Academic Session - 2015
      • INSY 5698-001 THESIS
        (Course Id: 101090)
        Spring - Regular Academic Session - 2015
      • INSY 5341-001 ANALYSIS AND DESIGN
        (Course Id: 101066)
        Fall - Regular Academic Session - 2014
      • INSY 5341-070 ANALYSIS AND DESIGN
        (Course Id: 101066)
        Fall - Regular Academic Session - 2014
      • INSY 5339-001 PRIN OF BUSINESS DATA MINING
        (Course Id: 111261)
        Fall - Regular Academic Session - 2014
      • BSAD 6699-070 DISSERTATION
        (Course Id: 100881)
        Summer - Eleven Week - 2014
      • INSY 3305-001 INFO SYS ANALYSIS & DESIGN
        (Course Id: 101032)
        Summer - Eleven Week - 2014
      • INSY 5309-001 OBJ ORI BUS PROG
        (Course Id: 101057)
        Summer - Eleven Week - 2014
      • INSY 3300-001 OBJECT-ORIENTED PROGRAMMING
        (Course Id: 101027)
        Summer - Eleven Week - 2014
      • INSY 5341-001 ANALYSIS AND DESIGN
        (Course Id: 101066)
        Spring - Regular Academic Session - 2014
      • BSAD 6399-070 DISSERTATION
        (Course Id: 100880)
        Spring - Regular Academic Session - 2014
      • BSAD 6999-070 DISSERTATION
        (Course Id: 100882)
        Spring - Regular Academic Session - 2014
      • INSY 3305-001 INFO SYS ANALYSIS & DESIGN
        (Course Id: 101032)
        Spring - Regular Academic Session - 2014
      • INSY 5339-001 PRIN OF BUSINESS DATA MINING
        (Course Id: 111261)
        Spring - Regular Academic Session - 2014
      • BSAD 6699-070 DISSERTATION
        (Course Id: 100881)
        Fall - Regular Academic Session - 2013
      • INSY 5339-001 PRIN OF BUSINESS DATA MINING
        (Course Id: 111261)
        Fall - Regular Academic Session - 2013
      • INSY 6392-001 SELECTED TOPICS IN INFO SYS
        (Topic: Agent-Based IS | Course Id: 101101)
        Fall - Regular Academic Session - 2013
      • INSY 5341-001 ANALYSIS AND DESIGN
        (Course Id: 101066)
        Summer - Eleven Week - 2013
      • BSAD 6699-070 DISSERTATION
        (Course Id: 100881)
        Summer - Eleven Week - 2013
      • INSY 3305-001 INFO SYS ANALYSIS & DESIGN
        (Course Id: 101032)
        Summer - Eleven Week - 2013
      • INSY 5309-001 OBJ ORI BUS PROG
        (Course Id: 101057)
        Summer - Eleven Week - 2013
      • INSY 3300-001 OBJECT-ORIENTED PROGRAMMING
        (Course Id: 101027)
        Summer - Eleven Week - 2013
      • INSY 4305-001 ADV APPLICATION DEVELOPMENT
        (Course Id: 101038)
        Spring - Regular Academic Session - 2013
      • INSY 5341-001 ANALYSIS AND DESIGN
        (Course Id: 101066)
        Spring - Regular Academic Session - 2013
      • BSAD 6999-070 DISSERTATION
        (Course Id: 100882)
        Spring - Regular Academic Session - 2013
      • INSY 3305-001 INFO SYS ANALYSIS & DESIGN
        (Course Id: 101032)
        Spring - Regular Academic Session - 2013
      • INSY 5352-001 TOPICS IN OBJECT TECHNOLOGY
        (Course Id: 101075)
        Spring - Regular Academic Session - 2013
      • INSY 5341-001 ANALYSIS AND DESIGN
        (Course Id: 101066)
        Fall - Regular Academic Session - 2012
      • INSY 3305-001 INFO SYS ANALYSIS & DESIGN
        (Course Id: 101032)
        Fall - Regular Academic Session - 2012
      • INSY 5339-001 PRIN OF BUSINESS DATA MINING
        (Course Id: 111261)
        Fall - Regular Academic Session - 2012
      • INSY 5382-001 INDEPENDENT STUDY INFO SYSTEMS
        (Course Id: 101087)
        Summer - Eleven Week - 2012
      • INSY 3305-001 INFO SYS ANALYSIS & DESIGN
        (Course Id: 101032)
        Summer - Eleven Week - 2012
      • INSY 5309-001 OBJ ORI BUS PROG
        (Course Id: 101057)
        Summer - Eleven Week - 2012
      • INSY 3300-001 OBJECT-ORIENTED PROGRAMMING
        (Course Id: 101027)
        Summer - Eleven Week - 2012
      • INSY 4305-002 ADV APPLICATION DEVELOPMENT
        (Course Id: 101038)
        Spring - Regular Academic Session - 2012
      • INSY 5341-001 ANALYSIS AND DESIGN
        (Course Id: 101066)
        Spring - Regular Academic Session - 2012
      • INSY 3305-001 INFO SYS ANALYSIS & DESIGN
        (Course Id: 101032)
        Spring - Regular Academic Session - 2012
      • INSY 5352-001 TOPICS IN OBJECT TECHNOLOGY
        (Course Id: 101075)
        Spring - Regular Academic Session - 2012
      • INSY 5341-001 ANALYSIS AND DESIGN
        (Course Id: 101066)
        Fall - Regular Academic Session - 2011
      • INSY 5382-001 INDEPENDENT STUDY INFO SYSTEMS
        (Course Id: 101087)
        Fall - Regular Academic Session - 2011
      • INSY 3305-001 INFO SYS ANALYSIS & DESIGN
        (Course Id: 101032)
        Fall - Regular Academic Session - 2011
      • INSY 5363-001 INTELLIGENT INFO SYSTEMS
        (Course Id: 101082)
        Fall - Regular Academic Session - 2011
      • INSY 5698-001 THESIS
        (Course Id: 101090)
        Fall - Regular Academic Session - 2011
      • INSY 5382-001 INDEPENDENT STUDY INFO SYSTEMS
        (Course Id: 101087)
        Summer - Eleven Week - 2011
      • INSY 3305-001 INFO SYS ANALYSIS & DESIGN
        (Course Id: 101032)
        Summer - Eleven Week - 2011
      • INSY 3305-001 INFO SYS ANALYSIS & DESIGN
        (Course Id: 101032)
        Spring - Regular Academic Session - 2011
      • INSY 5339-001 PRIN OF BUSINESS DATA MINING
        (Course Id: 111261)
        Spring - Regular Academic Session - 2011
      • INSY 5382-001 INDEPENDENT STUDY INFO SYSTEMS
        (Course Id: 101087)
        Fall - Regular Academic Session - 2010
      • INSY 3305-001 INFO SYS ANALYSIS & DESIGN
        (Course Id: 101032)
        Fall - Regular Academic Session - 2010
      • INSY 6392-001 SELECTED TOPICS IN INFO SYS
        (Topic: Intelligent Agents | Course Id: 101101)
        Fall - Regular Academic Session - 2010
      • INSY 4305-001 ADV APPLICATION DEVELOPMENT
        (Course Id: 101038)
        Summer - Eleven Week - 2010
      • INSY 5309-001 OBJ ORI BUS PROG
        (Course Id: 101057)
        Summer - Eleven Week - 2010
      • INSY 3300-001 OBJECT-ORIENTED PROGRAMMING
        (Course Id: 101027)
        Summer - Eleven Week - 2010
      • INSY 5352-001 TOPICS IN OBJECT TECHNOLOGY
        (Course Id: 101075)
        Summer - Eleven Week - 2010
      • INSY 4305-001 ADV APPLICATION DEVELOPMENT
        (Course Id: 101038)
        Spring - Regular Academic Session - 2010
      • INSY 5382-070 INDPT STUDY INFO SYSTEMS
        (Course Id: 101087)
        Spring - Regular Academic Session - 2010
      • INSY 5309-001 OBJ ORI BUS PROG
        (Course Id: 101057)
        Spring - Regular Academic Session - 2010
      • INSY 3300-002 OBJECT-ORIENTED PROGRAMMING
        (Course Id: 101027)
        Spring - Regular Academic Session - 2010
      • INSY 5352-001 TOPICS IN OBJECT TECHNOLOGY
        (Course Id: 101075)
        Spring - Regular Academic Session - 2010
      • INSY 4305-001 ADV APPLICATION DEVELOPMENT
        (Course Id: 101038)
        Fall - Regular Academic Session - 2009
      • INSY 5339-001 PRIN OF BUSINESS DATA MINING
        (Course Id: 111261)
        Fall - Regular Academic Session - 2009
      • INSY 5352-001 TOPICS IN OBJECT TECHNOLOGY
        (Course Id: 101075)
        Fall - Regular Academic Session - 2009

Service to the University

    • Aug 2019 to  Present Chairperson
      Search Committee
    • 2013 to  Present Chairperson
      INSY AOL Committee
    • 2013 to  Present
      Strategic Planning Committee
    • Aug 2010 to  Present Committee Member
      Parking Appeals Committee
    • 2010 to  Present Committee Member
      Grade Appeals Committee
    • 2002 to  Present Committee Member
      INSY Executive Committee

Service to the Profession

    • 2018 to  Present
      Committee Member
      Task Force on Intelligent Agents, IEEE Computational Intelligence Society
    • 2010 to  Present
      Editorial Review Board Member
      International Journal of Intelligent Information Technologies
    • 2010 to  Present
      Editorial Review Board Member
      Journal of Database Management
    • 2010 to  Present
      Editor, Associate Editor
      Journal of Information Systems and e-Business
    • Sept 2019 to  Dec 2019
      Program Committee (Munich, Germany)
      Workshop on eBusiness
    • June 2018 to  Dec 2018
      Committee Member (Santa Clara, USA)
      Workshop on eBusiness
    • May 2018 to  Dec 2018
      Committee Member (Santa Clara, US)
      Workshop on Information Technology and Systems
    • Oct 2017 to  Dec 2017
      Program Committee (Seoul, South Korea)
      Workshop on eBusiness
    • Oct 2017 to  Dec 2017
      Program Committee (Seoul, South Korea)
      Workshop on Information Technologies and Systems
    • Oct 2016 to  Dec 2016
      Program Committee (Dublin, Ireland)
      Workshop on eBusiness
    • Oct 2016 to  Dec 2016
      Program Committee (Dublin, Ireland)
      Workshop on Information Technologies and Systems
    • Oct 2015 to  Dec 2015
      Program Committee (Fort Worth , TX,
      Workshop on eBusiness
    • Oct 2015 to  Dec 2015
      Program Committee (Dallas, TX,
      Workshop on Information Technologies and Systems
    • Past to  Dec 2014
      Program Committee, (Auckland, NZ, USA)
      Workshop on eBusiness
    • Past to  Aug 2013
      Program Committee (Chicago, IL,
      Workshop on e-Business
    • Past to  Dec 2012
      Chairperson (Orlando, FL,
      Multi-Agent Systems Track, Workshop on e-Business, ICIS Annual Conference
    • Past to  Dec 2012
      Program Committee (Orlando, FL,
      Workshop on e-Business, ICIS Annual Conference