Murali Shanker

ORCID: 0000-0002-6870-1271
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About
Contact & Profiles
Research Areas
  • Simulation Techniques and Applications
  • Neural Networks and Applications
  • Distributed and Parallel Computing Systems
  • Efficiency Analysis Using DEA
  • Online and Blended Learning
  • Online Learning and Analytics
  • Health Systems, Economic Evaluations, Quality of Life
  • Statistical Methods and Inference
  • Forecasting Techniques and Applications
  • Advanced Data Storage Technologies
  • Data-Driven Disease Surveillance
  • Advanced Statistical Methods and Models
  • Firm Innovation and Growth
  • Innovations in Educational Methods
  • Real-Time Systems Scheduling
  • Healthcare Operations and Scheduling Optimization
  • Knowledge Management and Sharing
  • Vaccine Coverage and Hesitancy
  • Misinformation and Its Impacts
  • Statistical Methods and Bayesian Inference
  • Scheduling and Optimization Algorithms
  • Stock Market Forecasting Methods
  • Customer churn and segmentation
  • Open Source Software Innovations
  • Grey System Theory Applications

Kent State University
2009-2023

University of Minnesota
1989-2000

University of Minnesota, Duluth
1992

Research on the application of 3D visualization and virtual reality (VR) in discrete-event simulation (DES) has received increased attention past two decades. The increasing popularity display DES is mainly due to superior capabilities associated benefits that it offers. However, 2D also continues enjoy active use date, thus provoking some fierce debates questioning need for VR if interface suffices. Several studies comparing effectiveness different methods produce conclusions. This paper...

10.1177/0037549718757039 article EN SIMULATION 2018-02-27

The use of the internet and web-based platforms to obtain public health information manage health-related issues has become widespread in this digital age. practice is so pervasive that first reaction obtaining "Google it." As SARS-CoV-2 broke out Wuhan, China, December 2019 quickly spread worldwide, people flocked learn about novel coronavirus disease, COVID-19. Lagging responses by governments agencies prioritize dissemination outbreak through World Wide Web build trust gave room for...

10.2196/28975 article EN cc-by Journal of Medical Internet Research 2021-07-19

Classification is an important decision making tool, especially in the medical sciences. Unfortunately, while several classification procedures exist, many of current methods fail to provide adequate results. In recent years, artificial neural networks have been suggested as alternative tool for classification. Here, we use predict onset diabetes mellitus Pima Indian women. The modeling capabilities are compared traditional like logistic regression and a specific method called ADAP, which...

10.1021/ci950063e article EN Journal of Chemical Information and Computer Sciences 1996-01-01

10.1016/j.jbusres.2011.04.014 article EN Journal of Business Research 2011-05-21

Abstract During the Annual Operational Research Society Simulation Workshop in Worchester, UK, 2010, a panel discussion entitled “discrete‐event simulation (DES) is dead, long live agent‐based (ABS)!” was held. Subsequent debates on topic have captured interest of many professionals and researchers. This study lends credence to discourse with evidence. In January 2020, global health crisis named coronavirus disease (COVID‐19) occurred, infecting killing millions people globally, leading...

10.1111/itor.13418 article EN cc-by-nc-nd International Transactions in Operational Research 2023-12-15

ERP systems have been identified as platform technologies that permit the adoption of subsequent leverage information integration created by an system. Although significant research attention has directed at system adoption, very little paid to understanding ERP-enabled is, adoptions occur and are facilitated after initial This paper seeks fill this void. Synthesizing existing works, authors construct a model examines link between adoption. The results indicate factors (Extent Implementation...

10.4018/irmj.2013100102 article EN Information Resources Management Journal 2013-10-01

ABSTRACT We consider the activity‐based costing situation, in which for each of several comparable operational units, multiple cost drivers generate a single pool. Our study focuses on published data from set property tax collection offices, called rates departments, London metropolitan area. define what may be benchmark or most efficient costs per unit driver. A principle maximum performance efficiency is proposed, and an approach to estimating derived this principle. validation estimation...

10.1111/j.1540-5915.2000.tb00944.x article EN Decision Sciences 2000-12-01

Abstract Field service managers are often faced with the problem of balancing number technicians, territory size, and field quality. This paper presents an approximate state-dependent queuing model that can help make these tradeoffs. Simulation experiments over a variety environments demonstrate this is quite accurate for predicting mean travel time response time. The has been imbedded in decision support system implemented by Fortune 100 company. Management found very useful making...

10.1080/07408179208964194 article EN IIE Transactions 1992-03-01

Despite the tremendous stress on sexual harassment (SH) policy, advances in policy construction, and a substantial body of research, SH remains persistent presence workplace. This study examines from complex adaptive system viewpoint. is modeled using agent-based simulation, where influence individual, situational, organizational characteristics can be studied. Our model accommodates adjustment each these to reflect alternate organization environments. As such, proposed used as an effective...

10.1177/0971852415596861 article EN Gender Technology and Development 2015-01-01

Classification problems are often encountered in medical diagnosis. This paper presents an introduction to classification theory and shows how artificial neural networks can be used for classification. We also map out a bootstrapped procedure interval estimation of posterior probabilities. The entire is illustrated using the diabetes mellitus data Pima Indians.

10.1080/10629360008039119 article EN SAR and QSAR in environmental research 2000-05-01

10.1023/a:1018928902137 article EN Annals of Operations Research 1999-01-01

Cost–volume–profit (CVP) analysis is a widely used decision tool across many business disciplines. The current literature on stochastic applications of the CVP model limited in that studied under restrictive forms Gaussian and Lognormal distributions. In this paper we introduce Mellin Transform as methodology to generalize modeling problem. We demonstrate versatility using transform problem, present generalization when contribution margin sales volume are both defined by continuous random

10.3390/systems9040081 article EN cc-by Systems 2021-11-11
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