Bryan School Faculty
RESEARCH INTERESTS AND ACTIVITIES
Research Interests
- Information Privacy and Security
- Knowledge Management
- Organizational Data Mining
- Decision Support Systems
- Data Warehousing
- Intelligent Methods and Systems
Book:
Nemati, H., and Barko, C., Organizational Data mining: Leveraging Enterprise Data Resources for Optimal Performance, Idea Group Publishing, Hershey, PA. ISBN: 15-914-02220 (Soft cover), 15-914-01348 (Hard cover) 388 Pages.
Journal Publications:Nemati, H. “Editorial Preface,” to appear in International Journal of Information Security and Privacy.
Nemati, H. and Barko, C. “Implementing Organizational Data Mining Projects: A Framework for Success” to appear in Project Management Journal.
Nemati, H., Van Dyke, T., “Understanding Tradeoffs: The Link between Knowledge and Privacy Concerns,” to appear in The International Journal of Electronic Commerce.
Fu, L., Nemati, H. R., & Sadri, F. (in press). Privacy-Preserving Data Mining and the Need for Confluence of Research and Practice. International Journal of Information Security and Privacy, 1 (1), 47-65.
Van Dyke, T., Madha, V. , & Nemati, H. R. (in press). The Effect of Consumer Privacy Empowerment on Trust and Privacy Concerns in E-Commerce. Electronic Markets, 17 (1).
Nemati, H., “The Expert Opinion: An Interview with Alain Sadeghi, President and CEO, eTechSecurityPro,” Journal of Global Information Technology Management, Vol. 9, No. 3 (2006) 62-66.
Nemati, H., “The Expert Opinion: An Interview with Hanno Van Pelt, President and CEO Promisan,” Journal of Global Information Technology Management, Vol. 9, No. 2 (2006) 61-66.
Van Dyke, T. P., Nemati, H. R., & Barko, C. D. (2005). Leveraging Customer Data Integration for Effective E-CRM Analytics,. Encyclopedia of E-Commerce, E-Government, and Mobile Commerce,
Nemati, H. R. & Barko, C. (2006). Role of Organizational Data Mining in Development and Future of Data Warehousing and Mining: Issues, Challenges, Trends and Opportunities. Data Mining and Knowledge Discovery Handbook, 1-5.
Nemati, H. R. & Barko, C. (in press). Organizational Data Mining . Encyclopedia of Data Warehousing and Mining.
Nemati, H., “The Expert Opinion: An Interview with Emilie Harrington, Accenture,” Journal of Global Information Technology Management, Vol. 8, No. 3 (2005) 66-71.
Nemati, H., Barko, C., and Moosa, A. "e-CRM Analytics: The Role of Data Integration, Part I," PC AI, Vol.17, No. 5, (2004), 28-34.
Nemati, H., Barko, C., and Moosa, A. Building Competitive Advantage Through E-CRM Analytics and Data Integration. In M. Khosrowpour (Ed.) Social and Cognitive Impacts of E-Commerce on Modern Organizations, Hershey, PA: Idea Group Publishing (2004), 204-226.
Nemati, H., "The Expert Opinion," Journal of Global Information Technology Management, Vol.6, No. 2, (2003), 64-66.
Nemati, H., “The Expert Opinion: An Interview with Boyd Rogers, Vice President, VF Corporation,” Journal of Global Information Technology Management, Vol. 6, No. 2 (2003) 64-67.
Nemati, H. and Barko, C., “Key Factors for Achieving Organizational Data Mining Success,” Industrial Management and Data Systems, Vol. 103, No. 4, (2003), 282- 292.
Herschel, R., Nemati, H., and Steiger, D., “Knowledge Exchange Protocols: A Second Study,” Journal of Information and Knowledge Management, Vol. 2, No. 2, (2003), 135-165.
Nemati, H., Barko, C., and Moosa, A., “E-CRM Analysis: The Role of Data Integration.” Journal of Electronic Commerce in Organizations, Vol. 1, No.3, (2003), 73-89.
Nemati, H., Stewart, S., and Sherrill-Huffman, F., “Rx For Integration: Lessons Learned In Enterprise Application Integration,” Annals of Cases on Information Technology, Vol. 5 (2003), 414 -430.
Sun, M., and Nemati, H., “Tabu Machine: A New Neural Network Solution Approach for Combinatorial Optimization Problems,” Journal of Heuristics, Vol.9, No.1 (2003), 5-27.
Nemati, H., Steiger, N., Steiger, D., & Herschel, R. Knowledge Warehouse: An Intelligent Analysis Platform for Enhancing Management Decision Process. In M. Mora, G. Forgionne, &J. Gupta (Ed.) Decision Making Support Systems: Achievements and Challenges for Next Decade, Hershey, PA: Idea Group Publishing, (2002), 193-206.
Nemati, H., “Global Knowledge Management: Exploring a Framework for Research,” Journal of Global Information Technology Management, Vol. 5, No. 3 (2002), 1-12.
Nemati, H., “The Expert Opinion: An Interview with Wolfran Stein, Partner, McKinsey & Company,” Journal of Global Information Technology Management, Vol. 5, No. 3 (2002) 67-70.
Nemati, H., and Barko, C., “Enhancing Enterprise Decisions Through Organizational Data Mining,” Journal of Computer Information Systems, Vol. XXXXVII, No. 4, (2002), 21-29.
Nemati, H., Steiger, N., Steiger, D., and Herschel, R., “Knowledge Warehouse: An Intelligent Analysis Platform for Enhancing Management Decision Process,” Decision Making Support Systems: Achievements and Challenges for Next Decade, Mora, M., Forgionne, G., and Gupta, J. (Eds.), Idea Group Publishing, Hershey, PA (2002), 193-206.
Nemati, H., Todd, D., and Brown, P., “A Hybrid Intelligent System to Facilitate Information System Project Management Activities,” Project Management Journal, Vol. 33, No. 3 (2002), 42-52.
Nemati, H., Steiger, D., Iyer, L., and Herschel, R., “Knowledge Warehouse: An Architectural Integration of Knowledge Management, Decision Support, Artificial Intelligence and Data Warehousing,” Decision Support Systems, Vol. 33, No. 2 (2002), 143-161.
Nemati, H., “Book Review: Knowledge Management Unplugged: The McKinsey & Company Global Survey on Knowledge Management,” Journal of Global Information Technology Management, Vol 5, No. 3 (2002) 71-74.
Herschel, R., Nemati, H., and Steiger, D., “Managing the Tacit to Explicit Knowledge Conversion Problem: Knowledge Exchange Protocols Managing the Tacit Knowledge Problem,” Journal of Knowledge Management, Vol. 5, No.1 (2001), 107-116.
Nemati, H., and Barko, C.,“Issues in Organizational Data Mining: A Survey of Current Practices,” Journal of Data Warehousing, Vol.6, No.1 (2001), 25-36.
Herschel, R., and Nemati, H., “Chief Knowledge Officer: Critical Success Factors for Knowledge Management,” Information Strategy: The Executive's Journal, Vol. 16, No.4 (2000), 37 - 45.
Herschel, R., Nemati, H., Steiger, D., and Iyer, L., “Using SOAP – How Knowledge Exchange Protocols Improve KM Performance,” Knowledge Management Review, Vol.12 (2000), 8-9.
Nemati, H., Steiger, D., Iyer, L., and Herschel, R., “Vendor Support for a Knowledge Warehouse Architecture,” Journal of Data Warehousing, Vol. 5, No. 1 (2000), 53 - 62.
Herschel, R., and Nemati, H., “Chief Knowledge Officers: Managing Knowledge for Organizational Effectiveness," Knowledge Management and Business Model Innovation, Yogesh Malhotra (Ed.), Idea Group Publishing, Hershey, PA (2000), 414-426.
Nemati, H., and Smith, K., “Evolution of an Executive Information System: The Replenishment Data Warehouse at JeansWare,” Annals of Cases on Information Technology, Vol. 2 (1999), 148 - 168.
Herschel, R., Nemati, H., and Steiger, D., "Knowledge Management and Its Impact on Decision Support: A Knowledge Management System Architecture," Computing Tools for Modeling Optimization and Simulation: Interfaces in Computer Science and Operations Research, M. Laguna (Ed.), Klower Academic Publishers, Boston, MA (1999), 183-203.
Gupta, B., Nemati, H., and Harvey J., “Organizational Factors Affecting Decision Support Systems: A study in Fuel Management System Development and Implementation,” Journal of Information Technology Cases and Applications, Vol. 1, No. 3 (1999), 4-26.
Watson, H., Aronson, J., Hamilton, R., Iyer, L., Nagasundaram, M., Nemati, H., and Suleiman, J., “Assessing EIS Benefits: A Survey of Current Practice,” Journal of Information Technology Management, Vol. 1&2 (1996), 23-30.
Wagner, J., Shamir, U., and Nemati, H., "Groundwater Quality Management Under Uncertainty: Stochastic Programming Approaches and the Value of Information," Water Resources Research Journal, Vol. 28, No. 5 (1992), 1233-1246.
Refereed Proceedings Publications:
Steiger, M., Herschel, T., Nemati, H. and Daniel, H., “Perceptions Of Knowledge Management Journals,” 3rd Asia-Pacific International Conference on Knowledge Management", Hong Kong, (2006).
Nemati, H. and Leary, T. "Customer Loyalty Predictors in the E-Commerce Environment," Proceedings of the 35th Annual Meeting of the Decision Sciences Institution, (2004).
Nemati, H. and Pinjani, P. "Composite Model of Online Purchase Satisfaction Determinants," Proceedings of the 35th Annual Meeting of the Decision Sciences Institution, (2004).
Nemati, H. and Midha, V. "Consumer Empowerment and Its Impact on Information Privacy Concerns and Trust: A Theoretical Model," Proceedings of the 2004 Americas Conference on Information Systems, (2004).
Nemati, H. and Pinjani, P. "A Composite Model of Online Purchase," Proceedings of the Fifth Annual Global Information Technology Management World Conference, (2004).
Nemati, H. Leary, T., and Khanlarian, C., “AIPD Model: Assessing the Factors Involved In The Retention Of Customers By E-Commerce Vendors,” in the Proceedings of the 34th Annual Meeting of the Decision Sciences Institute Meeting, (2003).
Nemati, H. Wang, T., and Gold, J., “Understanding Tradeoffs: The Link Between Knowledge And Privacy Concerns,” in the Proceedings of the 34th Annual Meeting of the Decision Sciences Institute Meeting, (2003).
Eatman, J. and Nemati, H. R. "The Impact of Web Site Privacy Statement Characteristics on User Comfort Levels," Proceedings of e-Society International Meeting, (2003), 56-62.
Nemati, H. and Barko, C. "Factors Affecting the Successful Implementation of Organizational Data Mining Technologies: Applying the Square Route Framework," Proceedings of the 33rd Annual Meeting of the Decision Sciences Institute, (2002), 1210-1215.
Nemati, H., and Baltrow, G., "Global Worker Data Warehouse (GWDW)," of the Third Annual Global Information Technology Management (GITM), World Conference, New York, NY, June (2002), 35-39.
Nemati, H., "Panel: Globalization and the Emergence of Knowledge Management," Proceedings of the Second Annual Global Information Technology Management (GITM), World Conference, Dallas, TX. June (2001), 276.
Nemati, H., Haizlip, E., Roach, D., and Sparks, G., “Analysis and Planning for a Data Warehouse Project: A Case Study in Issues and Outcomes at Blue Cross and Blue Shield of North Carolina,” Proceedings of the 31st Annual Meeting of the Decision Sciences Institute Meeting, Orlando, FL, Nov. (2000), 795-798.
Nemati, H., Graziani, F., Piper, P., and Rose, S., “Data Warehouse Benchmarking,” Proceedings of the 2000 Americas Conference on Information Systems (AMCIS 2000), Long Beach, CA, August (2000), 123-126.
Nemati, H., Boumedine-Montaner, M., and Sun, M., “A Multi-Agent Framework for Web Based Information Retrieval and Filtering,” Proceedings of the 2000 Americas Conference on Information Systems (AMCIS 2000), Long Beach, CA, August (2000), 308-311.
Nemati, H., “Object models and Web Based Intelligent Agents,” Proceedings of the 30th Annual Meeting of the Decision Sciences Institute Meeting, New Orleans, LA, (1999), 606-609.
Nemati, H., and Iyer, L., “Modeling the Asset Allocation Decision: a Neural Network Approach,” Proceedings of the 30th Annual Meeting of the Decision Sciences Institute Meeting, New Orleans, LA, (1999), 484-487.
Nemati, H., and Iyer, L., “An Intelligent Decision Support Prototype for Asset Allocation,” Proceedings of the Americas Conference on Information Systems, Milwaukee, WI, (1999), 70 - 73.
Herschel, R., and Nemati, H., “Knowledge Management: the Role of the CKO,” Proceedings of the Americas Conference on Information Systems, Milwaukee, WI, (1999), 465 - 468.
Herschel, R., and Nemati, H., “CKOs and Knowledge Management: Exploring the Opportunities for Using Information Exchange Protocols,” with Herschel, R., Proceedings of the ACM SIGCPR Conference, New Orleans, LA, (1999), 42-50.
Nemati, H. and Gupta, B., “Fuel Management System: A Study in DSS Development and Implementation,” Proceedings of the 29th Annual Meeting of the Decision Sciences Institute Meeting, Las Vegas, NV, (1998), 89-92.
Nemati, H., Dewy, T., and Brown, P., “A Hybrid Intelligent Approach for Information Systems Project Management and Quality Assurance,” Proceedings of the 9th Conference of the Information Resources Management Association, Boston, MA, (1998), 805-808.
Nemati, H., Phelps, M., and Stoeffler, D., “Knowledge Discovery Through Data Mining,” Proceedings of the Twenty-Seventh Annual Meeting of the Southeast Decision Sciences Institute, Atlanta, GA, (1997), 159-161.
Nemati, H., and Cox, B., “An Intelligent Decision Support System For Constructing a Portfolio of Stocks,” Proceedings of the Twenty-Seventh Annual Meeting of the Southeast Decision Sciences Institute, Atlanta, GA, (1997), 156-161.
Nemati, H., “An Interactive Approach to Multi-Criteria Decision Making,” Proceedings of the Second International Conference on Application of Fuzzy Logic Systems and Soft Computing, Siegen, Germany, (1996), 515-525.
Papers Submitted for Publication:
Hou, Y., Nemati, H., Kilduff, P., and Dyer, C., “An Integrated Model of Online Retailer’s Service Quality and its Impact on Customer Loyalty, Customer Satisfaction and Customer Trust,” Submitted to Information Systems Research.
Nemati, H. and Andrews, I., “A Data Mining Approach Using Geographic Information Systems Data for Predicting Voting Behavior in Presidential Election of 2004,” Submitted to 2007 IRMA International Conference, Vancouver, Canada.
Nemati, H., Dai, H., and Baqir, N., “A Comparison of User Interface Features on Decision Making in Mobile Computing and traditional Environments,” Submitted to 2007 IRMA International Conference, Vancouver, Canada.
Nemati, H. and Van Dyke, T., "Do Privacy Statement Work?" under review: Communications of the ACM.
Nemati, H. and Bearse, P., "On the Role of Tabu Search in Forecasting Multivariate Time Series," under review: European Journal of Operations Research
Nemati, H., Van Dyke, T. Wang, T. and Gold, J., “Understanding Tradeoffs: The Link between Knowledge and Privacy Concerns,” submitted shortly to Information & Management or The International Journal of Electronic Commerce.
Grants and Academic Honors (Competitive):
- “Demand Forecasting Using InfoCube with Tabu Search and Statistical Model Selection,” with Bearse, Peter. SAP Innovation Congress, SAP Corporation, December 2001.
- “Development of an Internet Based Course Sequence in Object Oriented Programming,” Teaching Grant awarded from Bryan School of Business and Economics Faculty Enhancement, December 2000(Awarded $3,000).
- “Distance Learning Course in Object Oriented Programming,” Teaching Grant awarded from the Center for Teaching and Learning, The University of North Carolina at Greensboro, December 2000 (Awarded $4,000).
- “Global Knowledge Management: Issues and Opportunities,” With Prashant Palvia and Riad Ajami.Research Grant awarded from Bryan School of Business and Economics Faculty Enhancement, November 2000 (Awarded $7,500).
- UNCG Scholars' Travel Fund, awarded January 2001 (Awarded $250).
- “Selling North Carolina to the World,” A Title VI-B Grant, awarded to the Bryan School’s Center for Global Business Education and Research by the United States Department of Education, A Multi Year Grant, 2000 (Awarded for $155,000).
- New Faculty Development Grant, Research Grant awarded from the Bryan School of Business and Economics Faculty Enhancement, June 1999 (Awarded $3,500).
- “Knowledge Management: Exploring the Opportunities for Using Information Exchange Protocols,” Research Grant awarded from Bryan School of Business and Economics Faculty Enhancement, March 1999 (Awarded $1,500).
- “A Hybrid Intelligent Approach to Facilitate Information System Project Management Activities,” Research Grant awarded from the Bryan School of Business and Economics Faculty Enhancement, February 1998 (Awarded $3,000).
- Curriculum Development Grant, awarded from the Bryan School of Business and Economics, March 1998 (Awarded $1,500).
- New Faculty Development Grant, Research Grant awarded from the Bryan School of Business and Economics Faculty Enhancement, June 1998 (Awarded $5,000).
- Research proposals to University Computing & Networking Services (UCNS) of the University of Georgia to obtain high performance research computing support utilizing the IBM scalable PowerParallel System (SP2) for 1994-1995 and 1995-1996 academic years. Both proposals were approved.
- First Prize: Best Student Paper Competition in Artificial Intelligence for: "A Forest Inventory Expert System," (with Gupta, B., and Silva, P.), ORSA/TIMS Joint National Meeting, San Francisco, CA, November 1992.
- University-Wide Graduate School Assistantship, 1991 - 1994, The Graduate School, The University of Georgia (Awarded $7,000 annually).
- The Edward T. Comer Fellowship, 1990-1994, Terry College of Business, The University of Georgia (Awarded $4,000 annually).
- Teaching Assistantship, 1990-1993, Department of Management Sciences and Information Technology, Terry College of Business, The University of Georgia.
Professional and Scholarly Presentations:
Eatman, J. and Nemati, H., “The Impact of Web Site Privacy Statement Characteristics on User Comfort Levels,” Proceedings of e-Society 2003 International Meeting, Lisbon, Portugal, June 2003, 56-62.
Nemati, H. and Pinjani, P. "Composite Model of Online Purchase Satisfaction Determinants," Decision Sciences Institute Meeting , held in Boston, Massachusetts, 2004.
Nemati, H. and Leary, T. "Customer Loyalty Predictors in the E-Commerce Environment," Decision Sciences Institute Meeting , held in Boston, Massachusetts, 2004.
Nemati, H. and Madhu, V. "Fair Information Practices and Their Impact on Information Privacy Concerns and Consumer's Trust in a Firm," Decision Sciences Institute Meeting , held in Boston, Massachusetts, 2004.
Nemati, H. Wang, T., and Gold, J. "Understanding Tradeoffs: The Link Between Knowledge and Privacy Concerns," Decision Sciences Institute Meeting , held in Washington, District of Columbia, 2003.
Nemati, H., Leary, T., & Khanlarian, C. "AIPD Model: Assessing the Factors Involved in the Retention of Customers by E-Commerce Vendors," Decision Sciences Institute Meeting , held in Washington, District of Columbia, 2003.
Bearse, P. and Nemati, H., "Demand Forecasting Using InfoCube with Tabu Search and Statistical Model Selection," SAP Innovation Congress, SAP Corporation , held in Tampa, Florida, February 2002.
Nemati, H., and Baltrow, G., "Global Worker Data Warehouse (GWDW),” Third Annual Global Information Technology Management (GITM), World Conference, New York, NY, June (2002).
Nemati, H., “Information Technology Challenges for Global Competitiveness,” Presentation at Great Decisions Discussion Program Series, The University of North Carolina at Greensboro, Greensboro, NC, April (2002).
Nemati, H., “I Survived it and I’ll Do It Again: Lessons in Developing Your First Distance Learning Course,” Presentation to the Faculty of The University of North Carolina at Greensboro, Greensboro, NC, October (2001).
Nemati, H., "Globalization and The Emergence of Knowledge Management," Panel opening remarks, the Second Annual Global Information Technology Management (GITM), World Conference, Dallas, TX, June (2001).
Nemati, H., Haizlip, E., Roach, D., and Sparks, G “Analysis and Planning for a Data Warehouse Project: A Case Study in Issues and Outcomes at Blue Cross and Blue Shields of North Carolina,” 31st Annual Meeting of the Decision Sciences Institute Meeting, Orlando, FL, November (2000).
Nemati, H., and Aronson, J., “Business Intelligence: Data Warehousing, OLAP and Data Mining,” Mexican International Conference on Artificial Intelligence 2000, Mexico City, Mexico, April (2000).
Nemati, H., and Aronson, J., "STEEPNET: A Tabu Search Based Specialization of the Steepest‑Edge Method for Solving Network Flow Problems,” INFORMS National Meeting, San Diego, CA, May (1997).
Nemati, H., "Mine Your Data with Neural Networks: Techniques for Extracting Knowledge from a Trained Neural Network,” Atlanta Advanced Information Technology Group Meeting, Atlanta, GA, November (1996).
Nemati, H., and Aronson, J., "A Parallel Tabu Search Algorithm for Network Optimization – TABUNET,” INFORMS National Meeting, Washington, D.C., May (1996).
Nemati, H., "Artificial Neural Network: An Introductory Seminar," presented to the Faculty and Graduate Students of College of Business Administration, Georgia State University, Atlanta, GA, October (1995).
Nemati, H., "Neural Network Models for Large Scale Decision Making," Atlanta Advanced Information Technology Group Meeting, Atlanta, GA, September (1995).
Nemati, H., and Aronson, J., "A Scaling Method for Solving Network Flow Models," INFORMS National Meeting, New Orleans, LA, October (1995).
Nemati, H., and Aronson, J., "A Parallel Tabu Search Based Algorithm for Solving Network Flow Problems," TIMS/ORSA Joint National Meeting, Los Angeles, CA, April (1995).
Nemati, H., and Sun, M., "A Neural Network Tabu Machine for the Traveling Salesman Problem," TIMS/ORSA Joint National Meeting, Detroit, MI, October (1994).
Nemati, H., and Aronson, J., "A Parallel Tabu Pricing Candidate List Strategy," TIMS/ORSA Joint National Meeting, Boston, MA, April (1994).
Nemati, H., and Sun, M., "Tabu Machine: A New Neural Network Method for Solving Combinatorial Optimization Problems," TIMS/ORSA Joint National Meeting, Boston, April (1994).
Gupta, B., Nemati, H., and Silva, P., "A Forest Inventory Expert System," TIMS/ORSA Joint National Meeting, San Francisco, CA, November (1992).
Aronson, J., Stam, A., and Nemati, H., "An Interactive Multi- Objective Planning System for the Operation of Zambezi River Reservoirs," EURO XII / TIMS XXXI Joint International Conference, Helsinki, Finland, June/July (1992).
Nemati, H., Aronson, J., and Stam, A., "Analysis of the Implementation of Different Policy Rules With a Multi objective Planning System for the Operation of Lake Kariba," TIMS/ORSA Joint National Meeting, Orlando, FL, April (1992).
Research Papers and Projects Currently in Preparation
Nemati, H., Mazariegos, J., Dey, D., and Garia, G., “An empirical study on the relation between online reputation and online trust,” to be submitted to Information & Management.
Gupta, B., Nemati, H., Silva, P., Stam, A., and Aronson, J., "An Expert System for Forest Inventory,” to be submitted to the Southern Journal of Applied Forestry.
Nemati, H., Murray-Khoo, C., Braun, E. and Raspberry, D., “A Framework for Evaluating the Integration of ERP and Data Warehouse Systems," to be submitted to the Journal of Data Warehousing.
Nemati, H., Fu, J., Srinivasan, S., Akkiangadi, R., and Muranaka, A., “Decision Support Systems and Data Warehouse at Syngenta,” to be submitted to Journal of Information Technology Cases and Applications
Nemati, H., “Knowledge Warehousing: An Intelligent Analysis Platform,” NSF grant proposal. Target Agency: NSF-CISE - Division of Information and Intelligent Systems (IIS).
Bearse, P., and Nemati, H., “On the Role of Tabu Search in Data-Based Predictive Modeling,” NSF grant proposal. Target Agency: NSF-CISE - Division of Knowledge and Cognitive Systems (KCS).
Bearse, P., and Nemati, H., “Demand Forecasting Using InfoCube with Tabu Search and Genetic Algorithm for Statistical Model Selection,” to be submitted to Decision Sciences.
Nemati, H., Steiger, N., Steiger, D., and Herschel, R., “Mediated Knowledge Transfer,” to be submitted to Information System Research.
Nemati, H., and Aronson, J., “A Tabu Search Intelligent Reduction Method for Solving Network Flow Models,” to be submitted to Management Sciences.
Nemati, H., and Aronson, J., “STEEPNET: A Steepest-Edge Method for Solving Network Flow Models,” to be submitted to ORSA Journal on Computing.
Working Papers:
Nemati, H., and Cox, B., “A Neuro-Fuzzy Decision Support System for Constructing a Portfolio of Stocks,” Center for Applied Research Working Paper Series No. ISM 980302, Bryan School of Business and Economics, The University of North Carolina at Greensboro, Greensboro, NC, (1998).
Nemati, H., “Data Mining Process: How to Discover Hidden Knowledge in a Data Warehouse,” Center for Applied Research Working Paper Series No. ISM 980304, Bryan School of Business and Economics, The University of North Carolina, Greensboro, NC, (1998).
Nemati, H., “Application of Tabu Search and Simulated Annealing to Solution of a Traveling Salesman Problem on Neural Networks,” Center for Applied Research Working Paper Series No. ISM 980401, Bryan School of Business and Economics, The University of North Carolina, Greensboro, NC, (1998).
Gupta, B., Nemati, H., Silva, P., Stam, A., and Aronson, J., "An Expert System for Forest Inventory," Working Paper No. 92-352, Terry College of Business, The University of Georgia, Athens, GA, (1992).
Nemati, H., and Aronson, J., "A Tabu Search Successive Relaxation Method for Solving the Pure Network Flow Models," Working Paper No. 95-413, Terry College of Business, The University of Georgia, Athens, GA, (1995).
Nemati, H., "Comparisons of Tabu Search and Simulated Annealing to Neural Network Training," Working Paper No. 92-332, Terry College of Business, The University of Georgia, Athens, GA, (1992).
Nemati, H., Aronson, J., and Stam, A., "An Interactive Multi objective Decision Support System for the Operation of the Lake Kariba Dam of the Zambezi River," Working Paper No. 91-318, Terry College of Business, The University of Georgia, Athens, GA, (1991).
Nemati, H., and Cox, B., “A Neuro-Fuzzy Decision Support System for Constructing a Portfolio of Stocks,” to be submitted to the Journal of Computational Intelligence in Finance.
Nemati, H., and Morantz, B., “A Categorized Rule Extraction Method From a Trained Neural Network,” to be submitted to IEEE Transactions on Knowledge and Data Engineering.