Parag C. Pendharkar

According to our database1, Parag C. Pendharkar authored at least 82 papers between 1997 and 2018.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




A hybrid genetic algorithm and DEA approach for multi-criteria fixed cost allocation.
Soft Comput., 2018

Trading financial indices with reinforcement learning agents.
Expert Syst. Appl., 2018

Data envelopment analysis models for probabilistic classification.
Computers & Industrial Engineering, 2018

Bayesian posterior misclassification error risk distributions for ensemble classifiers.
Eng. Appl. of AI, 2017

An ant colony optimization heuristic for constrained task allocation problem.
J. Comput. Science, 2015

Benchmarking software development productivity of CMMI level 5 projects.
Information Technology and Management, 2015

Ensemble based point and confidence interval forecasting in software engineering.
Expert Syst. Appl., 2015

Linear models for cost-sensitive classification.
Expert Systems, 2015

Machine Learning Techniques for Predicting Hospital Length of Stay in Pennsylvania Federal and Specialty Hospitals.
IJCSA, 2014

A misclassification cost risk bound based on hybrid particle swarm optimization heuristic.
Expert Syst. Appl., 2014

Interactive classification using data envelopment analysis.
Annals OR, 2014

A Normalized Probabilistic Expectation-Maximization Neural Network for Minimizing Bayesian Misclassification Cost Risk.
Neural Processing Letters, 2013

Ensemble Based Ranking of Decision Making Units.
INFOR, 2013

A maximum-margin genetic algorithm for misclassification cost minimizing feature selection problem.
Expert Syst. Appl., 2013

Scatter search based interactive multi-criteria optimization of fuzzy objectives for coal production planning.
Eng. Appl. of AI, 2013

Genetic learning of virtual team member preferences.
Computers in Human Behavior, 2013

DEA based data preprocessing for maximum decisional efficiency linear case valuation models.
Expert Syst. Appl., 2012

Game theoretical applications for multi-agent systems.
Expert Syst. Appl., 2012

A distributed problem-solving framework for probabilistic software effort estimation.
Expert Systems, 2012

Lower bounds for constrained task allocation problem in distributed computing environment.
Proceedings of the 25th IEEE Canadian Conference on Electrical and Computer Engineering, 2012

A multi-agent memetic algorithm approach for distributed object allocation.
J. Comput. Science, 2011

Probabilistic Approaches for Credit Screening and bankruptcy Prediction.
Int. Syst. in Accounting, Finance and Management, 2011

DEA based dimensionality reduction for classification problems satisfying strict non-satiety assumption.
European Journal of Operational Research, 2011

A hybrid radial basis function and data envelopment analysis neural network for classification.
Computers & OR, 2011

Probabilistic and analytical estimation of software development team size.
Int. J. Hybrid Intell. Syst., 2010

Probabilistic estimation of software size and effort.
Expert Syst. Appl., 2010

Valuing interdependent multi-stage IT investments: A real options approach.
European Journal of Operational Research, 2010

Exhaustive and heuristic search approaches for learning a software defect prediction model.
Eng. Appl. of AI, 2010

Value functions and trade-offs associated with the analytic hierarchy process composition law.
IJMOR, 2009

Identifying poorly documented object oriented software components.
Int. J. Hybrid Intell. Syst., 2009

Genetic algorithm based neural network approaches for predicting churn in cellular wireless network services.
Expert Syst. Appl., 2009

The relationship between software development team size and software development cost.
Commun. ACM, 2009

An automated procedure for identifying poorly documented object oriented software components.
Proceedings of the Canadian Conference on Computer Science & Software Engineering, 2009

A multi-agent approach for dynamic channel allocation.
ITOR, 2008

An empirical study of the Cobb-Douglas production function properties of software development effort.
Information & Software Technology, 2008

Optimal Allocation of Multimedia Servers in the 3G Wireless Networks.
IJBDCN, 2008

A threshold varying bisection method for cost sensitive learning in neural networks.
Expert Syst. Appl., 2008

Maximum entropy and least square error minimizing procedures for estimating missing conditional probabilities in Bayesian networks.
Computational Statistics & Data Analysis, 2008

A Bayesian-Decision Analysis Framework for the Financial Evaluation of Automatic Incident Detection Devices.
Proceedings of the Learning from the past & charting the future of the discipline. 14th Americas Conference on Information Systems, 2008

The second largest eigenvalue upper bound for the canonical genetic algorithms.
KES Journal, 2007

An empirical study of the impact of team size on software development effort.
Information Technology and Management, 2007

A comparison of gradient ascent, gradient descent and genetic-algorithm-based artificial neural networks for the binary classification problem.
Expert Systems, 2007

An empirical study of ICASE learning curves and probability bounds for software development effort.
European Journal of Operational Research, 2007

A general steady state distribution based stopping criteria for finite length genetic algorithms.
European Journal of Operational Research, 2007

A field study of database communication issues peculiar to users of a voice activated medical tracking application.
Decision Support Systems, 2007

The theory and experiments of designing cooperative intelligent systems.
Decision Support Systems, 2007

Inductive Regression Tree and Genetic Programming Techniques for Learning User Web Search Preferences.
J. Org. Computing and E. Commerce, 2006

Information technology capital budgeting using a knapsack problem.
ITOR, 2006

An empirical study of the effect of complexity, platform, and program type on software development effort of business applications.
Empirical Software Engineering, 2006

Scale economies and production function estimation for object-oriented software component and source code documentation size.
European Journal of Operational Research, 2006

A data mining-constraint satisfaction optimization problem for cost effective classification.
Computers & OR, 2006

A Multi-Agent Distributed Channel Allocation Approach for Wireless Networks.
Proceedings of the 64th IEEE Vehicular Technology Conference, 2006

A Probabilistic Model for Predicting Software Development Effort.
IEEE Trans. Software Eng., 2005

A Data Envelopment Analysis-Based Approach for Data Preprocessing.
IEEE Trans. Knowl. Data Eng., 2005

Hybrid approaches for classification under information acquisition cost constraint.
Decision Support Systems, 2005

A threshold-varying artificial neural network approach for classification and its application to bankruptcy prediction problem.
Computers & OR, 2005

Human-computer interaction issues for mobile computing in a variable work context.
Int. J. Hum.-Comput. Stud., 2004

A field study of the impact of gender and user's technical experience on the performance of voice-activated medical tracking application.
Int. J. Hum.-Comput. Stud., 2004

Int. J. Hum.-Comput. Stud., 2004

An exploratory study of object-oriented software component size determinants and the application of regression tree forecasting models.
Information & Management, 2004

An empirical study of impact of crossover operators on the performance of non-binary genetic algorithm based neural approaches for classification.
Computers & OR, 2004

An Empirical Study of Learning Curve Theory's application to the Software Development Effort-Experience Relationship in Software Engineering and Project Management.
Proceedings of the 10th Americas Conference on Information Systems, 2004

A Hybrid Bayesian Network-Based Multi-Agent System And A Distributed Systems Architecture For The Drug Crime Knowledge Management.
International Journal of Information Technology and Decision Making, 2003

Technical efficiency-based selection of learning cases to improve forecasting accuracy of neural networks under monotonicity assumption.
Decision Support Systems, 2003

Characterization of aggregate fuzzy membership functions using Saaty's eigenvalue approach.
Computers & OR, 2003

A Probabilistic Model for Predicting Software Development Effort.
Proceedings of the Computational Science and Its Applications, 2003

A computational study on the performance of artificial neural networks under changing structural design and data distribution.
European Journal of Operational Research, 2002

From the Chair.

From the Chair.

From the Chair.

An empirical study of factors impacting the size of object-oriented component code documentation.
Proceedings of the 20st annual international conference on Documentation, 2002

Changing the Face of War through Telemedicine and Mobile E-commerce.
Advanced Topics in Database Research, Vol. 1, 2002

Mobile Computing at the Department of Defense.
J. Database Manag., 2001

A BPR case study at Honeywell.
Business Proc. Manag. Journal, 2001

Hybrid Approaches for Classification Under Information Acquisition Cost Constraint.
Proceedings of the International Conference on Information Systems, 2001

Using Telemedicine in the Department of Defense.
Commun. ACM, 2000

Nonlinear programming and genetic search application for production scheduling in coal mines.
Annals OR, 2000

Development and testing of an instrument for measuring the user evaluations of information technology in health care.
Proceedings of the Challenges of Information Technology Management in the 21st Century, 2000

Development and Initial Testing of a Theoretical Model of Transformation.
Proceedings of the 33rd Annual Hawaii International Conference on System Sciences (HICSS-33), 2000

The Wisconsin Division of Narcotics Enforcement Uses Multi-Agent Information Systems to Investigate Drug Crimes.
Interfaces, 1999

An empirical study of non-binary genetic algorithm-based neural approaches for classification.
Proceedings of the Twentieth International Conference on Information Systems, 1999

A fuzzy linear programming model for production planning in coal mines.
Computers & OR, 1997