Dursun Delen

Q: What Schools Are Affiliated With Dursun Delen

Dursun Delen is affiliated with the following schools: Istanbul Technical University, Oklahoma State University–Tulsa, University of Arizona, Middle East Technical University, University of Oklahoma, University of Texas at Arlington

Dursun Delen's AcademicInfluence.com Rankings

Dursun Delen

Computer Science

#7701

World Rank

#8106

Historical Rank

Information Technology

#50

World Rank

#51

Historical Rank

Data Mining

#184

World Rank

#185

Historical Rank

Machine Learning

#2934

World Rank

#2971

Historical Rank

computer-science Degrees

Dursun Delen

Communications

#6456

World Rank

#8895

Historical Rank

communications Degrees

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Computer Science
Communications

Dursun Delen's Degrees

PhD Management Science and Information Systems University of Texas at Arlington
Masters Industrial Engineering University of Texas at Arlington
Bachelors Industrial Engineering Middle East Technical University

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Dursun Delen's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Advanced Data Mining Techniques (2008) (1175)
Predicting breast cancer survivability: a comparison of three data mining methods (2005) (1152)
Decision Support and Business Intelligence Systems (2006) (799)
Leveraging the capabilities of service-oriented decision support systems: Putting analytics and big data in cloud (2013) (558)
Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications (2012) (489)
Identifying significant predictors of injury severity in traffic accidents using a series of artificial neural networks. (2006) (368)
RFID for Better Supply-Chain Management through Enhanced Information Visibility (2009) (359)
Measuring firm performance using financial ratios: A decision tree approach (2013) (346)
Data, information and analytics as services (2013) (344)
Predicting box-office success of motion pictures with neural networks (2006) (309)
Comparative analysis of data mining methods for bankruptcy prediction (2012) (276)
A comparative analysis of machine learning techniques for student retention management (2010) (252)
Development of a fuzzy ANP based SWOT analysis for the airline industry in Turkey (2012) (244)
An ANP and fuzzy TOPSIS-based SWOT analysis for Turkey's energy planning (2018) (202)
Measuring the efficiency of customer satisfaction and loyalty for mobile phone brands with DEA (2012) (192)
Seeding the survey and analysis of research literature with text mining (2008) (189)
A Novel Method for Automated Diagnosis of Epilepsy Using Complex-Valued Classifiers (2016) (170)
Selecting "The Best" ERP system for SMEs using a combination of ANP and PROMETHEE methods (2015) (167)
An RFID network design methodology for asset tracking in healthcare (2010) (158)
Business analytics and firm performance: The mediating role of business process performance (2018) (153)
A critical assessment of imbalanced class distribution problem: The case of predicting freshmen student attrition (2014) (144)
Business Intelligence and Analytics: Systems for Decision Support (2014) (140)
Use of ANP weighted crisp and fuzzy QFD for product development (2014) (130)
Predicting the graft survival for heart-lung transplantation patients: An integrated data mining methodology (2009) (117)
Analysis of cancer data: a data mining approach (2009) (109)
A machine learning-based usability evaluation method for eLearning systems (2013) (107)
Movie forecast Guru: A Web-based DSS for Hollywood managers (2007) (107)
Predicting overall survivability in comorbidity of cancers: A data mining approach (2015) (104)
Development of a hybrid methodology for ERP system selection: The case of Turkish Airlines (2014) (98)
Big data analytics capabilities and firm performance: An integrated MCDM approach (2020) (95)
The analytics paradigm in business research (2018) (95)
Predicting and analyzing secondary education placement-test scores: A data mining approach (2012) (93)
Predicting Student Attrition with Data Mining Methods (2011) (90)
Computer-Aided Diagnosis of Parkinson's Disease Using Complex-Valued Neural Networks and mRMR Feature Selection Algorithm. (2015) (89)
Better management of blood supply-chain with GIS-based analytics (2011) (83)
Predicting hospital readmission for lupus patients: An RNN-LSTM-based deep-learning methodology (2018) (79)
Investigating injury severity risk factors in automobile crashes with predictive analytics and sensitivity analysis methods (2017) (78)
An investigation of data and text mining methods for real world deception detection (2011) (78)
A comparative analysis of machine learning systems for measuring the impact of knowledge management practices (2013) (78)
Business Intelligence: A Managerial Perspective on Analytics (3rd Edition) (2013) (78)
A data analytics approach to building a clinical decision support system for diabetic retinopathy: Developing and deploying a model ensemble (2017) (75)
A multi-objective decision-making approach for sustainable energy investment planning (2018) (71)
A synthetic informative minority over-sampling (SIMO) algorithm leveraging support vector machine to enhance learning from imbalanced datasets (2018) (69)
No Place Like Home: Cross-National Data Analysis of the Efficacy of Social Distancing During the COVID-19 Pandemic (2020) (67)
Research challenges and opportunities in business analytics (2018) (65)
A fuzzy-hybrid analytic model to assess investors' perceptions for industry selection (2016) (63)
Analysis of healthcare coverage: A data mining approach (2009) (61)
Predicting quality of life for lung transplant recipients: A hybrid genetic algorithms-based methodology (2017) (61)
A comparative analysis of data mining methods in predicting NCAA bowl outcomes (2012) (60)
A machine learning-based approach to prognostic analysis of thoracic transplantations (2010) (59)
An analytic approach to better understanding and management of coronary surgeries (2012) (59)
Simulation modeling at multiple levels of abstraction (1998) (58)
Analyzing initial public offerings' short-term performance using decision trees and SVMs (2015) (55)
Development of a structural equation modeling-based decision tree methodology for the analysis of lung transplantations (2011) (55)
Integrated modeling: the key to holistic understanding of the enterprise (2005) (53)
Knowledge management and ERP: Complementary or contradictory? (2017) (53)
Social Media for Nowcasting Flu Activity: Spatio-Temporal Big Data Analysis (2019) (52)
Real-World Data Mining: Applied Business Analytics and Decision Making (2014) (51)
A comparative analysis of machine learning methods for classification type decision problems in healthcare (2014) (51)
An integrated and intelligent DSS for manufacturing systems (2006) (50)
Medical informatics research trend analysis: A text mining approach (2018) (49)
A two-stage analytical approach to assess sustainable energy efficiency (2018) (48)
An integrated decision analysis methodology based on IF-DEMATEL and IF-ELECTRE for personnel selection (2020) (46)
Predicting and explaining corruption across countries: A machine learning approach (2020) (45)
Performance analysis of a kitting process in stochastic assembly systems (2005) (41)
The impact of multinationality on firm value: A comparative analysis of machine learning techniques (2014) (41)
Performance Evaluation for Predictive Modeling (2008) (37)
A holistic framework for knowledge discovery and management (2009) (36)
Development of a Bayesian Belief Network-based DSS for predicting and understanding freshmen student attrition (2020) (34)
Towards a truly integrated enterprise modeling and analysis environment (2003) (28)
The promise of RFID-based sensors in the perishables supply chain (2011) (28)
A chronological pharmacovigilance network analytics approach for predicting adverse drug events (2018) (26)
Knowledge Extraction from Prostate Cancer Data (2006) (22)
PREDICTING THE FINANCIAL SUCCESS OF HOLLYWOOD MOVIES USING AN INFORMATION FUSION APPROACH (2008) (22)
The Influence of Knowledge Management on Financial and Non-Financial Performance (2015) (22)
Processing electronic medical records to improve predictive analytics outcomes for hospital readmissions (2018) (20)
The use of multi-criteria decision-making methods in business analytics: A comprehensive literature review (2022) (20)
Development of a new metric to identify rare patterns in association analysis: The case of analyzing diabetes complications (2018) (20)
A model-based approach for component simulation development (2000) (19)
Predicting and explaining inflammation in Crohn’s disease patients using predictive analytics methods and electronic medical record data (2019) (19)
Text-mining analysis of mHealth research. (2017) (19)
Exploration of Feature Selection and Advanced Classification Models for High-Stakes Deception Detection (2008) (18)
An analytic approach to assessing organizational citizenship behavior (2017) (18)
Balanced scorecard-based analysis of customer expectations for cosmetology services: a hybrid decision modeling approach (2020) (18)
Determining the Efficacy of Data-Mining Methods in Predicting Gaming Ballot Outcomes (2006) (17)
Deep-learning-based short-term electricity load forecasting: A real case application (2022) (17)
Using predictive analytics to identify drug-resistant epilepsy patients (2020) (17)
Artificial Neural Networks in Decision Support Systems (2008) (17)
Data analytics for the sustainable use of resources in hospitals: Predicting the length of stay for patients with chronic diseases (2020) (17)
The confounding role of common diabetes medications in developing acute renal failure: A data mining approach with emphasis on drug-drug interactions (2019) (16)
Integrated Modeling and Analysis Generator Environment (IMAGE): a decision support tool (1998) (15)
A probabilistic Bayesian inference model to investigate injury severity in automobile crashes (2021) (15)
A fuzzy Einstein-based decision support system for public transportation management at times of pandemic (2022) (15)
A text-mining based cyber-risk assessment and mitigation framework for critical analysis of online hacker forums (2021) (14)
An analytics approach to decision alternative prioritization for zero-emission zone logistics (2022) (13)
Data Mining Process (2008) (13)
A critical analysis of COVID-19 research literature: Text mining approach (2021) (13)
Forecasting gaming referenda (2005) (12)
Developing a hybrid analytics approach to measure the efficiency of deposit banks (2019) (12)
Crafting performance-based cryptocurrency mining strategies using a hybrid analytics approach (2020) (12)
Derivation and Validation of Essential Predictors and Risk Index for Early Detection of Diabetic Retinopathy Using Electronic Health Records (2021) (11)
A comparative analysis of machine learning techniques and fuzzy analytic hierarchy process to determine the tacit knowledge criteria (2020) (11)
A novel diffusion-based model for estimating cases, and fatalities in epidemics: The case of COVID-19 (2020) (11)
Predicting the Outcome of a Football Game: A Comparative Analysis of Single and Ensemble Analytics Methods (2019) (10)
The impact of real-time business intelligence and advanced analytics on the behaviour of business decision makers (2018) (9)
An integrated toolkit for enterprise modeling and analysis (1999) (9)
Research Themes and Trends in Ten Top-Ranked Nephrology Journals: A Text Mining Analysis (2019) (9)
Clustering temporal disease networks to assist clinical decision support systems in visual analytics of comorbidity progression (2021) (8)
Provider selection and task allocation in telecommunications with QoS degradation policy (2018) (8)
Nonprofit organization fraud reporting: does governance matter? (2020) (8)
A new paradigm for manufacturing enterprise modeling: reusable, multi-tool modeling (1996) (8)
A Predictive Analytics-Based Decision Support System for Drug Courts (2020) (7)
Can customer sentiment impact firm value? An integrated text mining approach (2022) (7)
An investigation of the factors influencing cost system functionality using decision trees, support vector machines and logistic regression (2019) (7)
A probabilistic data analytics methodology based on Bayesian Belief network for predicting and understanding breast cancer survival (2022) (7)
A fuzzy long-term investment planning model for a GenCo in a hybrid electricity market considering climate change impacts (2017) (7)
Introduction to Data, Text, and Web Mining for Business Analytics Minitrack (2015) (7)
Post-acute care referral in United States of America: a multiregional study of factors associated with referral destination in a cohort of patients with coronary artery bypass graft or valve replacement (2019) (7)
A deep learning approach for predicting early bounce-backs to the emergency departments (2022) (7)
Tutorial H – Extracting Knowledge from Published Literature Using RapidMiner (2012) (6)
An assessment and cleaning framework for electronic health records data (2018) (6)
Development of an expert system-based experimental frame for modeling of manufacturing systems (1998) (6)
An explanatory machine learning framework for studying pandemics: The case of COVID-19 emergency department readmissions (2022) (6)
Assessing the supply chain performance: a causal analysis (2020) (5)
An explanatory analytics framework for early detection of chronic risk factors in pandemics (2022) (5)
An interpretable decision-support systems for daily cryptocurrency trading (2022) (5)
Examining the effect of prescription sequence on developing adverse drug reactions: The case of renal failure in diabetic patients (2019) (5)
An Automated Grading and Diagnosis System for Evaluation of Dry Eye Syndrome (2018) (5)
Enabling multi-use, multi-tool models of manufacturing systems through an experimental frame expert system (2001) (4)
Evaluating Emotions in Mobile Application Descriptions: Sentiment Analysis Approach (2014) (4)
Intelligent Computational Techniques in Science, Engineering and Business (2012) (4)
An explanatory analytics model for identifying factors indicative of long- versus short-term survival after lung transplantation (2022) (4)
Discovering injury severity risk factors in automobile crashes: A hybrid explainable AI framework for decision support (2022) (4)
Forecasting Box-Office Receipts of Motion Pictures Using Neural Networks (2002) (4)
Social capital and organizational performance: The mediating role of innovation activities and intellectual capital (2022) (4)
Mobile-Based Sidewalk Inventory App for Smart Communities, Health, and Safety (2017) (3)
Optimal Pricing Strategies for Capacity Leasing Based on Time and Volume Usage in Telecommunication Networks (2013) (3)
The Strategic Value of Big Data Analytics in Health Care Policy-Making (2018) (3)
Machine Learning to Compare Frequent Medical Problems of African American and Caucasian Diabetic Kidney Patients (2017) (3)
Introduction to the inaugural issue of Journal of Business Analytics (2018) (3)
An enterprise modeling and analysis toolkit (2000) (3)
An introduction to simulation using ProSim for business process simulation and analysis (1998) (2)
A linear programming-based QFD methodology under fuzzy environment to develop sustainable policies in apparel retailing industry (2023) (2)
A Hybrid Heuristic Approach to Provider Selection and Task Allocation Problem in Telecommunications with Varying QoS Levels (2017) (2)
Adjusting COVID-19 Reports for Countries Age Disparities: A Comparative Framework for Reporting Performances (2020) (2)
An Analytic Approach to Understanding and Predicting Healthcare Coverage (2013) (2)
Data Integration and Predictive Analysis System for Disease Prophylaxis (2017) (2)
An Approach to Improve Classification Accuracy in Very Large Datasets (2004) (2)
An interactive decision support system for real-time ambulance relocation with priority guidelines (2021) (2)
To imprison or not to imprison: an analytics model for drug courts (2021) (2)
Supply Chain Orientation, ERP Usage and Knowledge Management in Supply Chain (2019) (2)
Predicting and Explaining Pig Iron Production on Charcoal Blast Furnaces: A Machine Learning Approach (2021) (2)
Distributed web-based component architectures: a model-based approach for component simulation development (2000) (2)
A Scalable Classification Algorithm for Very Large Datasets (2005) (2)
Modeling airline MRO operations using a systems dynamics approach (2018) (2)
Analyzing the Predictability of Exchange Traded Funds Characteristics in the Mutual Fund Market on the Flow of Shares Using a Data Mining Approach (2014) (2)
Forecasting Financial Success of Hollywood Movies - A Comparative Analysis of Machine Learning Methods (2012) (1)
Evaluation of agriculture-food 4.0 supply chain approaches using Fermatean probabilistic hesitant-fuzzy sets based decision making model (2023) (1)
Discovering Different CKD-Related Medical Problems for African American Male and Female Groups using a Machine Learning Technique (2017) (1)
Understading Black Boxes: Knowledge Induction From Models (2011) (1)
Clinical Intervention Research with EHR: A Big Data Analytics Approach (2019) (1)
A holistic approach to manufacturing systems modelling (2009) (1)
Dursun Delen (2021) (1)
KNIME Analytics Platform for Visual Data Science and Business Analytics Teaching (2021) (1)
Genetic Algorithm Support to Data Mining (2008) (1)
An Adaptive Simulated Annealing-Based Machine Learning Approach for Developing an E-Triage Tool for Hospital Emergency Operations (2022) (1)
Impact of Loss and Gain Forecasting on the Behavior of Pricing Decision-making (2020) (1)
An introduction to using PROSIM for business process simulation and analysis (1998) (1)
Why do enterprise transformations fail? HINT: IT’S not what you think (2018) (1)
Support Vector Machines (2008) (1)
288 Predicting Potential Bouncebacks to the Emergency Department: A Machine Learning Approach (2019) (1)
Relationship between electronic health records strategy and user satisfaction: a longitudinal study using clinicians' online reviews (2022) (1)
Business and government applications of text mining & Natural Language Processing (NLP) for societal benefit: Introduction to the special issue on "text mining & NLP" (2022) (1)
Cross-Country Age Disparities in COVID-19 Cases with Hospitalization, ICU Usage, and Morbidity (2020) (1)
Introduction to the Minitrack on Data, Text and Web Mining for Business Analytics (2018) (1)
Determining Optimal Skillsets for Business Managers Based on Local and Global Job Markets: A Text Analytics Approach (2020) (1)
Tutorial O – Predicting Box Office Success of Motion Pictures with Text Mining (2012) (1)
Using Neural Networks to Forecast Box Office Success (2007) (1)
Enterprise modeling and analysis: an enterprise modeling and analysis toolkit (2000) (1)
Critical assessment of health disparities across subpopulation groups through a social determinants of health perspective: The case of type 2 diabetes patients (2018) (1)
A critical assessment of consumer reviews: A hybrid NLP-based methodology (2022) (1)
A NEW PARADIGM FOR MANUFACTURINGENTERPRISE MODELING: REUSABLE, MULTI-TOOLMODELING (1996) (1)
The Interrelationships between the length of stay, readmission, and post-acute care referral in cardiac surgery patients (2022) (1)
A Tree Augmented Naïve Bayes-based methodology for classifying cryptocurrency trends (2023) (1)
Tutorial N – Case Study: Detecting Deception in Text with Freely Available Text and Data Mining Tools (2012) (1)
Uncovering Different CKD-Related Medical Issues Among African American Gender Groups Using Apriori (2017) (1)
A fuzzy capacity acquisition and allocation model for bandwidth brokers under uncertainty (2013) (1)
Applications of Methods (2008) (1)
Introduction to Predictive Analytics and Big Data Minitrack (2013) (1)
Volume discount strategies for the provider selection problem in telecommunications under uncertainty (2019) (1)
Discovering opioid users’ medical comorbidities: a data mining approach (2020) (0)
Determining the temporal factors of survival associated with brain and nervous system cancer patients: A hybrid machine learning methodology (2023) (0)
Introduction to knowledge discovery for managerial decision support minitrack (2008) (0)
Approaches for text mining of mHealth literature. (2021) (0)
Predicting and Mitigating Freshmen Student Attrition: A Local-Explainable Machine Learning Framework (2023) (0)
Assessing the supply chain performance: a causal analysis (2019) (0)
Data Analytics Process: An Application Case on Predicting Student Attrition (2018) (0)
Association Rules in Knowledge Discovery (2008) (0)
Measuring efficiency of the high-tech industry using uncertain multi-stage nonparametric technologies (2022) (0)
Memory-Based Reasoning Methods (2008) (0)
Author’s response to reviews Title: Post-Acute Care Referral in United States of America: A Multiregional Study of Factors Associated with Referral Destination in a Cohort of Patients with Coronary Artery Bypass Graft or Valve Replacement Authors: (2019) (0)
An integrated approach for lean production using simulation and data envelopment analysis (2021) (0)
Deep Learning with Minimal Coding Effort: A Tutorial on Theory and Implementation of Deep Artificial Neural Networks (2022) (0)
NCM 2008, The Fourth International Conference on Networked Computing and Advanced Information Management, Gyeongju, Korea, September 2-4, 2008 - Volume 1 (2008) (0)
Introduction to Advanced Analytics Services for Managerial Decision Support Minitrack (2012) (0)
International Conference on Networked Computing and Advanced Information Management, NCM 2010, Sixth International Joint Conference on INC, IMS and IDC: INC 2010: International Conference on Networked Computing, IMS 2010: International Conference on Advanced Information Management and Service, IDC 2 (2009) (0)
Ercan Sirakaya Ballot Outcomes Determining the Efficacy of Data-Mining Methods in Predicting Gaming (2006) (0)
A comparative analysis of machine learning techniques and fuzzy analytic hierarchy process to determine the tacit knowledge criteria (2020) (0)
No Place Like Home: Cross-National Data Analysis of the Efficacy of Social Distancing During the COVID-19 Pandemic (Preprint) (2020) (0)
A machine learning approach for classifying healthy and infarcted patients using heart rate variabilities derived vector magnitude (2022) (0)
A Predictive Analytics-Based Decision Support System for Drug Courts (2019) (0)
A data preparation framework for cleaning electronic health records and assessing cleaning outcomes for secondary analysis (2022) (0)
How to Predict a Movie's Success at the Box Office (2006) (0)
Introduction to Data, Text, and Web Mining for Managerial Decision Support Minitrack (2014) (0)
A Note From the Editor (2017) (0)
Evaluation of metaverse integration alternatives of sharing economy in transportation using fuzzy Schweizer-Sklar based ordinal priority approach (2023) (0)
A Probabilistic Scoring Model to Evaluate Providers Regarding Continuity of Care from a Relational Perspective (2017) (0)
A developer-oriented recommender model for the app store: A predictive network analytics approach (2023) (0)
A hybrid approach to knowledge discovery from military health systems (2003) (0)
Data Quality in Very Large, Multiple-Source, Secondary Datasets for Data Mining Applications (2005) (0)
TOP MANAGEMENT TEAM DIVERSITY AND ACQUISITION QUALITY By FELIX KOBLA ACQUAH Bachelor of Science/Chemistry (2019) (0)
B2b Automobile Sales Forecasting with Participatory Predictors Using Ann-Ga (2022) (0)
Introduction to the Predictive Analytics and Big Data Mini-track (2012) (0)
A fuzzy long-term investment planning model for a GenCo in a hybrid electricity market considering climate change impacts (2016) (0)
Performance Assessment of Sustainable Transportation in the Shipping Industry Using a q-Rung Orthopair Fuzzy Rough Sets-Based Decisioning Methodology (2023) (0)
Reimagining global value chains in the face of extreme events and contexts: Recent insights and future research opportunities (2023) (0)
Provider selection and task allocation in telecommunications with QoS degradation policy (2016) (0)
Stochastic Capacity Acquisition and Allocation Model for Bandwidth Brokers under Fuzzy Volume Based Pricing Scheme (2016) (0)
Introduction to Data, Text, and Web Mining for Business Analytics Minitrack (2016) (0)
A Framework for Mitigating Excessive Transportation in the Context of Manufacturing Localization (2023) (0)
Predicting Movie Box-Office Receipts: Using SPSS Clementine Data Mining Software (2009) (0)
Fuzzy Sets in Data Mining (2008) (0)
Application of MADM methods in Industry 4.0: A literature review (2023) (0)
A Machine Learning Framework for Assessing the Risk of Venous Thromboembolism in Patients Undergoing Hip or Knee Replacement (2022) (0)
IDSS-MS : An Intelligent DSS for Manufacturing Systems Managers (2003) (0)
Simulation-Based Electronic Health Record Usability Evaluation: A Proof of Concept (2022) (0)
An investigation of imbalanced class distribution: The case of predicting freshmen student attrition (2012) (0)
Assessing Ambulatory HIT Spillover Effects on Hospital Inpatient Costs (2021) (0)
Social Media for Nowcasting Flu Activity: Spatio-Temporal Big Data Analysis (2019) (0)

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What Schools Are Affiliated With Dursun Delen?

Dursun Delen is affiliated with the following schools:

Dursun Delen's Academic­Influence.com Rankings

Dursun Delen's Degrees

Why Is Dursun Delen Influential?

Dursun Delen's Published Works

Published Works

What Schools Are Affiliated With Dursun Delen?

Dursun Delen's AcademicInfluence.com Rankings