Rashmi Malhotra, Ph.D.

Associate Professor
Discipline Taught: Business Intelligence and Analytics
Office: 260 Mandeville Hall
Phone: (610) 660-3497
Fax: (610) 660-1229
Email: Rashmi.Malhotra@sju.edu


Dr. Rashmi Malhotra is an associate professor of decision and system sciences at Saint Joseph’s University. Dr. Malhotra specializes in the area of artificial intelligence, object-oriented systems, knowledge management, and business intelligence. She has published over 23 research articles in various journals that include European Journal of Operational Research, Omega—The International Journal of Management Science, Journal of Intelligent Systems, Knowledge-based Systems, and International Journal of Electronic Business.  In addition, she has presented around 60 papers in different academic conferences.

Education

 

Ph.D., University of Alabama, August 1995
Major: Management Information Systems 
Minor: Computer Science 
 
MS in Computer Science
University of Delhi, July 1990
Concentration: Artificial Intelligence

BS in Physics (Honors) University of Delhi, India, July 1987.

Courses Taught

 

Introduction to Information Systems

Database Management

Publications

 

Using Data Envelopment Analysis to Analyze the Performance of North American Class I Freight Railroads. Co-authored with D.K. Malhotra and Harvey Lermack. Applications to Management Science, Forthcoming.

Analyzing Financial Services Industry Using Data Envelopment Analysis. Co-authored with D.K. Malhotra and Andrew Lafond, International Journal of Applied Management Science, Forthcoming.

"Analyzing Select European Union Nations Using Data Envelopment Analysis," co-authored with D.K. Malhotra, Submitted for publication to International Journal of Commerce and Management, Forthcoming. (Basic Scholarship)

Financial Statement Analysis Using Data Envelopment Analysis. Co-authored with D.K. Malhotra, Commercial Lending Review, September, 2008, pg 25-31.

Using Data Envelopment Analysis to Analyze European Union Nations, ICFAI Journal of International Business, Vol. 2:4, November 2007, pg 24-39.

Meta-modeling Framework: A New Approach to Manage Meta-Modelbase and Modeling Knowledge , Knowledge-Based Systems Vol 21:1, 6-37.

“The Impact of Internet and E-Commerce on the Evolving Business Models of the Finance Industry in a Knowledge-Intensive Economy,” Co-authored with D.K. Malhotra, International Journal of Electronic Business, Vol.4:1, pg. 56-82.  

"Benchmarking European Union Nations Using Data Envelopment Analysis," co-authored with D.K. Malhotra and Elizabeth Mariotz, International Journal of Finance, Vol.17:4, pg 3764-3787.

"Using Data Envelopment Analysis to Evaluate Loans." Co-authored with D.K. Malhotra, The RMA Journal, October 2005, Vol. 88, No. 2.

“Identifying Good and Bad Loans using Backpropagation Networks – A Test of Robustness.”  Co-authored with D.K. Malhotra. Omega.- The International Journal of Management Science, Vol. 31:2, 83-97.

“Differentiating between Good Credits and Bad Credits Using Neuro-Fuzzy Systems.” Co-authored with D.K. Malhotra, European Journal of Operational Research, 136, 1, 190-231.

“Analyzing Mutual Fund Rankings: An Application Of  Backpropagation Model.” International Journal of Finance, Vol. 14:2, 2002.

“Extensible Business Reporting Language: The Future of E-commerce-driven Accounting.”  Co-authored with F. Garritt., International Journal of Business, Vol 9:1, 2004. 

“Ellipse—An Object-Oriented and Database-Coupled Expert System Development Environment.” Co-authored with D.K. Malhotra, Journal of Intelligent Systems, Vol. 10:4, 2000, 345-376.

“Bar Codes for Financial Information? Introducing XBRL.” Co-authored with F. Garritt, The Risk Management Association Journal, June 2002, 40-45.

“Intelligent Simulation Code Generator—A Relational Database Management Approach.”  Co-authored with Joseph M. Mellichamp, Journal of Intelligent Manufacturing, Volume 8, 2, April 1997, 125-136.

“Identifying Potential Loan Defaulters in the Credit Union Environment: A Comparative Analysis of Statistical and Neural Network Models.” Co-authored with D.K. Malhotra, Journal of Information Technology Cases and Applications (JITCA), Vol. 2, 2000, 20-48.

“PCTS — An Object-Oriented Diagnostic and Trouble Shooting System for Maintenance of Personal Computers.” Journal of Intelligent Systems, Vol. 8, 3-4, 1998, 357-381.

"Fuzzy Systems and Neuro-Computing in Credit Approval." Co-authored with D.K. Malhotra, Journal of Lending and Credit Risk Management, Vol. 81, 11, July/August 1999, 24-27.   

"Preparing the Human Capital for the New Millennium using Information Technology." Co-authored with D.K. Malhotra, Digital Technology in Teaching International Business, International Business Press, 2003, 67-71. 

" Preparing the Human Capital for the New Millennium using Information Technology." Co-authored with D.K. Malhotra, Journal of Teaching in International Business, Vol. 14, No. 2/3, 67-78.

“Artificial Neural Systems in Commercial Lending.” Co-authored with Robert McLeod and D.K. Malhotra, The Banker’s Magazine, November/December 1994, 40-45. (Cited in the Business Review published by the Federal Reserve Bank of Philadelphia, 1997)

"Predicting Credit Risk - A Neural Network Approach." Co-authored with Robert McLeod and D.K. Malhotra, Journal of Retail Banking, Fall 1993, 37-44. 


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