Parag C. Pendharkar

98 papers B 1C 3Journal 84Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Decisional performance efficiencies of cross-efficiency DEA decision-making units using benevolent criterion.
Oper. Res.
Parag C. Pendharkar
2024 J jnl
A Markov Chain Genetic Algorithm Approach for Non-Parametric Posterior Distribution Sampling of Regression Parameters.
Algorithms
Parag C. Pendharkar
2023 J jnl
A Radial Basis Function Neural Network for Stochastic Frontier Analyses of General Multivariate Production and Cost Functions.
Neural Process. Lett.
Parag C. Pendharkar
2022 J jnl
Learning Component Size Distributions for Software Cost Estimation: Models Based on Arithmetic and Shifted Geometric Means Rules.
IEEE Trans. Software Eng.
Shachi Sharma, Parag C. Pendharkar, Karmeshu
2022 J jnl
On the analysis of power law distribution in software component sizes.
J. Softw. Evol. Process.
Shachi Sharma, Parag C. Pendharkar
2021 J jnl
Quantitative software project management with mixed data: A comparison of radial, nonradial, and ensemble data envelopment analysis models.
J. Softw. Evol. Process.
Parag C. Pendharkar, James A. Rodger
2020 J jnl
A Comparison of Ensemble and Dimensionality Reduction DEA Models Based on Entropy Criterion.
Algorithms
Parag C. Pendharkar
2020 J jnl
Cross efficiency evaluation of decision-making units using the maximum decisional efficiency principle.
Comput. Ind. Eng.
Parag C. Pendharkar
2018 J jnl
A hybrid genetic algorithm and DEA approach for multi-criteria fixed cost allocation.
Soft Comput.
Parag C. Pendharkar
2018 J jnl
Data envelopment analysis models for probabilistic classification.
Comput. Ind. Eng.
Parag C. Pendharkar
2018 J jnl
Trading financial indices with reinforcement learning agents.
Expert Syst. Appl.
Parag C. Pendharkar, Patrick Cusatis
2017 J jnl
An Examination of Determinants of Software Testing and Project Management Effort.
J. Comput. Inf. Syst.
Girish H. Subramanian, Parag C. Pendharkar, Dinesh R. Pai
2017 J jnl
Bayesian posterior misclassification error risk distributions for ensemble classifiers.
Eng. Appl. Artif. Intell.
Parag C. Pendharkar
2015 J jnl
An ant colony optimization heuristic for constrained task allocation problem.
J. Comput. Sci.
Parag C. Pendharkar
2015 J jnl
Benchmarking software development productivity of CMMI level 5 projects.
Inf. Technol. Manag.
Dinesh R. Pai, Girish H. Subramanian, Parag C. Pendharkar
2015 J jnl
Ensemble based point and confidence interval forecasting in software engineering.
Expert Syst. Appl.
Parag C. Pendharkar
2015 J jnl
Linear models for cost-sensitive classification.
Expert Syst. J. Knowl. Eng.
Parag C. Pendharkar
2014 J jnl
A misclassification cost risk bound based on hybrid particle swarm optimization heuristic.
Expert Syst. Appl.
Parag C. Pendharkar
2014 J jnl
Interactive classification using data envelopment analysis.
Ann. Oper. Res.
Parag C. Pendharkar, Marvin D. Troutt
2014 J jnl
Machine Learning Techniques for Predicting Hospital Length of Stay in Pennsylvania Federal and Specialty Hospitals.
Int. J. Comput. Sci. Appl.
Parag C. Pendharkar, Hitesh Khurana
2013 J jnl
A Normalized Probabilistic Expectation-Maximization Neural Network for Minimizing Bayesian Misclassification Cost Risk.
Neural Process. Lett.
Parag C. Pendharkar
2013 J jnl
A maximum-margin genetic algorithm for misclassification cost minimizing feature selection problem.
Expert Syst. Appl.
Parag C. Pendharkar
2013 J jnl
Ensemble Based Ranking of Decision Making Units.
INFOR Inf. Syst. Oper. Res.
Parag C. Pendharkar
2013 J jnl
Genetic learning of virtual team member preferences.
Comput. Hum. Behav.
Parag C. Pendharkar
2013 J jnl
Scatter search based interactive multi-criteria optimization of fuzzy objectives for coal production planning.
Eng. Appl. Artif. Intell.
Parag C. Pendharkar
2012 J jnl
A distributed problem-solving framework for probabilistic software effort estimation.
Expert Syst. J. Knowl. Eng.
Parag C. Pendharkar, James A. Rodger
2012 J jnl
DEA based data preprocessing for maximum decisional efficiency linear case valuation models.
Expert Syst. Appl.
Parag C. Pendharkar, Marvin D. Troutt
2012 J jnl
Fuzzy classification using the data envelopment analysis.
Knowl. Based Syst.
Parag C. Pendharkar
2012 J jnl
Game theoretical applications for multi-agent systems.
Expert Syst. Appl.
Parag C. Pendharkar
2012 — conf
Lower bounds for constrained task allocation problem in distributed computing environment.
CCECE
Parag C. Pendharkar
2011 J jnl
A hybrid radial basis function and data envelopment analysis neural network for classification.
Comput. Oper. Res.
Parag C. Pendharkar
2011 J jnl
A multi-agent memetic algorithm approach for distributed object allocation.
J. Comput. Sci.
Parag C. Pendharkar
2011 J jnl
DEA based dimensionality reduction for classification problems satisfying strict non-satiety assumption.
Eur. J. Oper. Res.
Parag C. Pendharkar, Marvin D. Troutt
2011 J jnl
Probabilistic Approaches for Credit Screening and bankruptcy Prediction.
Intell. Syst. Account. Finance Manag.
Parag C. Pendharkar
2010 J jnl
Exhaustive and heuristic search approaches for learning a software defect prediction model.
Eng. Appl. Artif. Intell.
Parag C. Pendharkar
2010 J jnl
Probabilistic and analytical estimation of software development team size.
Int. J. Hybrid Intell. Syst.
Parag C. Pendharkar, James A. Rodger
2010 J jnl
Probabilistic estimation of software size and effort.
Expert Syst. Appl.
Parag C. Pendharkar
2010 J jnl
Valuing interdependent multi-stage IT investments: A real options approach.
Eur. J. Oper. Res.
Parag C. Pendharkar
2009 — conf
An automated procedure for identifying poorly documented object oriented software components.
C3S2E
Parag C. Pendharkar
2009 J jnl
Genetic algorithm based neural network approaches for predicting churn in cellular wireless network services.
Expert Syst. Appl.
Parag C. Pendharkar
2009 J jnl
Identifying poorly documented object oriented software components.
Int. J. Hybrid Intell. Syst.
Parag C. Pendharkar
2009 J jnl
Misclassification cost minimizing fitness functions for genetic algorithm-based artificial neural network classifiers.
J. Oper. Res. Soc.
Parag C. Pendharkar
2009 J jnl
The relationship between software development team size and software development cost.
Commun. ACM
Parag C. Pendharkar, James A. Rodger
2009 J jnl
Value functions and trade-offs associated with the analytic hierarchy process composition law.
Int. J. Math. Oper. Res.
Marvin D. Troutt, Suresh K. Tadisina, Parag C. Pendharkar
2008 — conf
A Bayesian-Decision Analysis Framework for the Financial Evaluation of Automatic Incident Detection Devices.
AMCIS
Parag C. Pendharkar
2008 J jnl
A multi-agent approach for dynamic channel allocation.
Int. Trans. Oper. Res.
Parag C. Pendharkar
2008 J jnl
A threshold varying bisection method for cost sensitive learning in neural networks.
Expert Syst. Appl.
Parag C. Pendharkar
2008 J jnl
An empirical study of the Cobb-Douglas production function properties of software development effort.
Inf. Softw. Technol.
Parag C. Pendharkar, James A. Rodger, Girish H. Subramanian
2008 J jnl
Maximum entropy and least square error minimizing procedures for estimating missing conditional probabilities in Bayesian networks.
Comput. Stat. Data Anal.
Parag C. Pendharkar
2008 J jnl
Optimal Allocation of Multimedia Servers in the 3G Wireless Networks.
Int. J. Bus. Data Commun. Netw.
Parag C. Pendharkar
2007 J jnl
A comparison of gradient ascent, gradient descent and genetic-algorithm-based artificial neural networks for the binary classification problem.
Expert Syst. J. Knowl. Eng.
Parag C. Pendharkar
2007 J jnl
A field study of database communication issues peculiar to users of a voice activated medical tracking application.
Decis. Support Syst.
James A. Rodger, Parag C. Pendharkar
2007 J jnl
A general steady state distribution based stopping criteria for finite length genetic algorithms.
Eur. J. Oper. Res.
Parag C. Pendharkar, Gary J. Koehler
2007 J jnl
An empirical study of ICASE learning curves and probability bounds for software development effort.
Eur. J. Oper. Res.
Parag C. Pendharkar, Girish H. Subramanian
2007 J jnl
An empirical study of the impact of team size on software development effort.
Inf. Technol. Manag.
Parag C. Pendharkar, James A. Rodger
2007 J jnl
The second largest eigenvalue upper bound for the canonical genetic algorithms.
Int. J. Knowl. Based Intell. Eng. Syst.
Parag C. Pendharkar
2007 J jnl
The theory and experiments of designing cooperative intelligent systems.
Decis. Support Syst.
Parag C. Pendharkar
2006 — conf
A Multi-Agent Distributed Channel Allocation Approach for Wireless Networks.
VTC Fall
Parag C. Pendharkar
2006 J jnl
A data mining-constraint satisfaction optimization problem for cost effective classification.
Comput. Oper. Res.
Parag C. Pendharkar
2006 J jnl
An empirical study of the effect of complexity, platform, and program type on software development effort of business applications.
Empir. Softw. Eng.
Girish H. Subramanian, Parag C. Pendharkar, Mary Wallace
2006 J jnl
Inductive Regression Tree and Genetic Programming Techniques for Learning User Web Search Preferences.
J. Organ. Comput. Electron. Commer.
Parag C. Pendharkar
2006 J jnl
Information technology capital budgeting using a knapsack problem.
Int. Trans. Oper. Res.
Parag C. Pendharkar, James A. Rodger
2006 J jnl
Scale economies and production function estimation for object-oriented software component and source code documentation size.
Eur. J. Oper. Res.
Parag C. Pendharkar
2005 J jnl
A Data Envelopment Analysis-Based Approach for Data Preprocessing.
IEEE Trans. Knowl. Data Eng.
Parag C. Pendharkar
2005 J jnl
A Probabilistic Model for Predicting Software Development Effort.
IEEE Trans. Software Eng.
Parag C. Pendharkar, Girish H. Subramanian, James A. Rodger
2005 B conf
A threshold varying bisection method for cost sensitive learning in neural networks.
IJCNN
Parag C. Pendharkar
2005 J jnl
A threshold-varying artificial neural network approach for classification and its application to bankruptcy prediction problem.
Comput. Oper. Res.
Parag C. Pendharkar
2005 C conf
An evolutionary multi-agent system for production scheduling.
CCA
Parag C. Pendharkar
2005 J jnl
Hybrid approaches for classification under information acquisition cost constraint.
Decis. Support Syst.
Parag C. Pendharkar
2004 J jnl
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.
James A. Rodger, Parag C. Pendharkar
2004 — conf
An Empirical Study of Learning Curve Theory's application to the Software Development Effort-Experience Relationship in Software Engineering and Project Management.
AMCIS
Parag C. Pendharkar, Girish H. Subramanian
2004 J jnl
An empirical study of impact of crossover operators on the performance of non-binary genetic algorithm based neural approaches for classification.
Comput. Oper. Res.
Parag C. Pendharkar, James A. Rodger
2004 J jnl
An exploratory study of object-oriented software component size determinants and the application of regression tree forecasting models.
Inf. Manag.
Parag C. Pendharkar
2004 J jnl
Editorial.
Int. J. Hum. Comput. Stud.
Parag C. Pendharkar
2004 J jnl
Human-computer interaction issues for mobile computing in a variable work context.
Int. J. Hum. Comput. Stud.
Judy York, Parag C. Pendharkar
2003 J jnl
A Hybrid Bayesian Network-Based Multi-Agent System And A Distributed Systems Architecture For The Drug Crime Knowledge Management.
Int. J. Inf. Technol. Decis. Mak.
Parag C. Pendharkar, Rahul Bhaskar
2003 — conf
A Probabilistic Model for Predicting Software Development Effort.
ICCSA (2)
Parag C. Pendharkar, Girish H. Subramanian, James A. Rodger
2003 J jnl
Characterization of aggregate fuzzy membership functions using Saaty's eigenvalue approach.
Comput. Oper. Res.
Parag C. Pendharkar
2003 J jnl
Technical efficiency-based selection of learning cases to improve forecasting accuracy of neural networks under monotonicity assumption.
Decis. Support Syst.
Parag C. Pendharkar, James A. Rodger
2002 J jnl
A computational study on the performance of artificial neural networks under changing structural design and data distribution.
Eur. J. Oper. Res.
Parag C. Pendharkar
2002 — conf
An empirical study of factors impacting the size of object-oriented component code documentation.
SIGDOC
Parag C. Pendharkar, James A. Rodger
2002 — ch.
Changing the Face of War through Telemedicine and Mobile E-commerce.
Advanced Topics in Database Research, Vol. 1
James A. Rodger, Parag C. Pendharkar, Mehdi Khosrowpour
2002 J jnl
Connectionist Models for Learning, Discovering, and Forecasting Software Effort: An Empirical Study.
J. Comput. Inf. Syst.
Parag C. Pendharkar, Girish H. Subramanian
2002 J jnl
From the Chair.
Data Base
Janice C. Sipior, Laurie Schatzberg, Dorothy E. Leidner, Fred Niederman, Parag C. Pendharkar
2002 J jnl
From the Chair.
Data Base
Janice C. Sipior, Laurie Schatzberg, Dorothy E. Leidner, Parag C. Pendharkar
2002 J jnl
From the Chair.
Data Base
Janice C. Sipior, Laurie Schatzberg, Dorothy E. Leidner, Parag C. Pendharkar
2001 J jnl
A BPR case study at Honeywell.
Bus. Process. Manag. J.
David J. Paper, James A. Rodger, Parag C. Pendharkar
2001 J jnl
Development and Testing of an Instrument for Measuring the User Evaluations of Information Technology in Health Care.
J. Comput. Inf. Syst.
Parag C. Pendharkar, Mehdi Khosrowpour, James A. Rodger
2001 C conf
Hybrid Approaches for Classification Under Information Acquisition Cost Constraint.
ICIS
Parag C. Pendharkar
2001 J jnl
Linear models for minimizing misclassification costs in bankruptcy prediction.
Intell. Syst. Account. Finance Manag.
Sudhir Nanda, Parag C. Pendharkar
2001 J jnl
Mobile Computing at the Department of Defense.
J. Database Manag.
James A. Rodger, Parag C. Pendharkar, Mehdi Khosrow-Pour
2000 — conf
Development and Initial Testing of a Theoretical Model of Transformation.
HICSS
David J. Paper, James A. Rodger, Parag C. Pendharkar
2000 — conf
Development and testing of an instrument for measuring the user evaluations of information technology in health care.
IRMA Conference
Parag C. Pendharkar, Mehdi Khosrowpour, James A. Rodger
2000 J jnl
Nonlinear programming and genetic search application for production scheduling in coal mines.
Ann. Oper. Res.
Parag C. Pendharkar, James A. Rodger
2000 J jnl
Using Telemedicine in the Department of Defense.
Commun. ACM
James A. Rodger, Parag C. Pendharkar
1999 C conf
An empirical study of non-binary genetic algorithm-based neural approaches for classification.
ICIS
Parag C. Pendharkar, James A. Rodger
1999 J jnl
The Wisconsin Division of Narcotics Enforcement Uses Multi-Agent Information Systems to Investigate Drug Crimes.
Interfaces
Rahul Bhaskar, Parag C. Pendharkar
1997 J jnl
A fuzzy linear programming model for production planning in coal mines.
Comput. Oper. Res.
Parag C. Pendharkar