Prof. Dr. Dursun Delen

Makaleler

• Investigating injury severity risk factors in automobile crashes with predictive analytics and sensitivity analysis methods. , 2017
• Predicting and explaining corruption across countries: A machine learning approach , 2020
• Discovering opioid users' medical comorbidities: a data mining approach , 2020
• Research Themes and Trends in Ten Top-Ranked Nephrology Journals: A Text Mining Analysis , 2020
• Using predictive analytics to identify drug-resistant epilepsy patients , 2020
• Development of a Bayesian Belief Network-based DSS for predicting and understanding freshmen student attrition , 2020
• Predicting and explaining inflammation in Crohn's disease patients using predictive analytics methods and electronic medical record data , 2019
• Assessing the supply chain performance: a causal analysis , 2020
• Big data analytics capabilities and firm performance: An integrated MCDM approach , 2020
• Determining Optimal Skillsets for Business Managers Based on Local and Global Job Markets: A Text Analytics Approach , 2020
• An integrated decision analysis methodology based on IF-DEMATEL and IF-ELECTRE for personnel selection , 2020
• Balanced scorecard-based analysis of customer expectations for cosmetology services: a hybrid decision modeling approach , 2020
• A novel diffusion-based model for estimating cases, and fatalities in epidemics: The case of COVID-19 , 2021
• Predicting and Explaining Pig Iron Production on Charcoal Blast Furnaces: A Machine Learning Approach , 2021
• To imprison or not to imprison: an analytics model for drug courts , 2021
• A comparative analysis of machine learning techniques and fuzzy analytic hierarchy process to determine the tacit knowledge criteria , 2022
• Deep-learning-based short-term electricity load forecasting: A real case application , 2022
• A probabilistic data analytics methodology based on Bayesian Belief network for predicting and understanding breast cancer survival , 2022
• 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
• Developing a hybrid analytics approach to measure the efficiency of deposit banks , 2019
• A Fuzzy Prescriptive Analytics Approach to Power Generation Capacity Planning , 2022
• Relationship between electronic health records strategy and user satisfaction: a longitudinal study using clinicians' online reviews , 2022
• An integrated approach for lean production using simulation and data envelopment analysis , 2023
• A fuzzy Einstein-based decision support system for public transportation management at times of pandemic , 2022
• A two-stage analytical approach to assess sustainable energy efficiency , 2018
• A multi-objective decision-making approach for sustainable energy investment planning , 2018
• A Comparative Analysis of Machine Learning Methods for Classification Type Decision Problems in Healthcare , 2014
• No Place Like Home: A Cross-National Assessment of the Efficacy of Social Distancing during the COVID-19 Pandemic , 2020
• A Comparative Analysis of Machine Learning Techniques and Fuzzy Analytic Hierarchy Process to Determine the Tacit Knowledge Criteria , 2021
• Predicting and Explaining Pig Iron Production on Charcoal Blast Furnaces: A Machine Learning Approach , 2021
• An integrated decision analysis methodology based on IF-DEMATEL and IF-ELECTRE for personnel selection , 2021
• Balanced scorecard-based analysis of customer expectations for cosmetology services: a hybrid decision modeling approach , 2021
• A Novel Diffusion-Based Model for Estimating Cases, and Fatalities in Epidemics: The Case of COVID-19 Journal of Business Research , 2021
• Crafting performance-based cryptocurrency mining strategies using a hybrid analytics approach , 2021
• To imprison or not to imprison: an analytics model for drug courts , 2021
• A Probabilistic Bayesian Inference Model to Investigate Injury Severity in Automobile Crashes , 2021
• Derivation and Validation of Essential Predictors and Risk Index for Early Detection of Diabetic Retinopathy Using Electronic Health Records , 2021
• How to beat the 90% failure rate in Digital Transformations , 2021
• Text-Mining Analysis of mHealth Research , 2017
• An analytic approach to assessing organizational citizenship behavior , 2017
• Use of ANP Weighted Crisp and Fuzzy QFD for Product Development , 2014
• The Impact of Multinationality on Firm Value: A Comparative Analysis of Machine Learning Techniques , 2014
• Development of a Hybrid Methodology for ERP System Selection: The Case of Turkish Airlines , 2014
• A critical assessment of imbalanced class distribution problem: The case of predicting freshmen student attrition , 2014
• The Best” ERP system for SMEs using a combination of ANP and PROMETHEE methods , 2015
• Analyzing initial public offerings’xx short-term performance using decision trees and SVMs , 2015
• The Influence of Knowledge Management on Financial and Non-Financial Performance , 2015
• Predicting Overall Survivability in Comorbidity of Cancers: A Data Mining Approach , 2015
• Computer-Aided Diagnosis of Parkinson’s Disease Using Complex-Valued Neural Networks and mRMR Feature Selection Algorithm , 2015
• Stochastic Capacity Acquisition and Allocation Model for Bandwidth Brokers under Fuzzy Volume Based Pricing Scheme , 2016
• A Fuzzy-Hybrid Analytic Model to Assess Investors’xx Perceptions for Industry Selection , 2016
• Supporting the diagnosis process and processes after treatment by using image segmentation and image simulation techniques: Keratoconus example , 2016
• A Novel Method for Automated Diagnosis of Epilepsy using Complex-Valued Classifiers , 2016
• Investigating Injury Severity Risk Factors in Automobile Crashes with Predictive Analytics and Sensitivity Analysis Methods , 2017
• A Hybrid Heuristic Approach to Provider Selection and Task Allocation Problem in Telecommunications with Varying QoS Levels , 2017
• Knowledge Management and ERP: Complementary or Contradictory? , 2017
• A Data Analytics Approach to Building a Clinical Decision Support System for Diabetic Retinopathy: Developing and Deploying a Model Ensemble , 2017
• A Fuzzy Long-Term Investment Planning Model for a GenCo in a Hybrid Electricity Market Considering Climate Change Impacts , 2017
• Mobile-Based Sidewalk Inventory App for the Smart Communities, the Health, and the Safety , 2017
• Modeling Airline MRO Operations Using a Systems Dynamics Approach: A Case Study of Turkish Airlines , 2018
• An ANP and Fuzzy TOPSIS-based SWOT Analysis for Turkey’xxs Energy Planning , 2018
• Development of a New Metric to Identify Rare Patterns in Association Analysis: The Case of Analyzing Diabetes Complications , 2018
• The Strategic Value of Big Data Analytics in Health Care Policy-Making , 2018
• The Analytics Paradigm in Business Research , 2018
• Processing electronic medical records to improve predictive analytics outcomes for hospital readmissions , 2018
• Introduction to the inaugural issue of journal of business analytics , 2018
• Research challenges and opportunities in business analytics , 2018
• Discovering Co-Occurring Medical Complications For Cocaine Users In African American Diabetic Kidney Patients: A Text Mining Method , 2018