Dursun Delen

According to our database1, Dursun Delen authored at least 88 papers between 1996 and 2018.

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

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2018
An Automated Grading and Diagnosis System for Evaluation of Dry Eye Syndrome.
J. Medical Systems, 2018

A chronological pharmacovigilance network analytics approach for predicting adverse drug events.
JAMIA, 2018

The Strategic Value of Big Data Analytics in Health Care Policy-Making.
IJEBR, 2018

Medical informatics research trend analysis: A text mining approach.
Health Informatics Journal, 2018

Development of a new metric to identify rare patterns in association analysis: The case of analyzing diabetes complications.
Expert Syst. Appl., 2018

A decision analytic approach to predicting quality of life for lung transplant recipients: A hybrid genetic algorithms-based methodology.
European Journal of Operational Research, 2018

Processing electronic medical records to improve predictive analytics outcomes for hospital readmissions.
Decision Support Systems, 2018

A synthetic informative minority over-sampling (SIMO) algorithm leveraging support vector machine to enhance learning from imbalanced datasets.
Decision Support Systems, 2018

Predicting hospital readmission for lupus patients: An RNN-LSTM-based deep-learning methodology.
Comp. in Bio. and Med., 2018

Provider selection and task allocation in telecommunications with QoS degradation policy.
Annals OR, 2018

Introduction to the Minitrack on Data, Text and Web Mining for Business Analytics.
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018

2017
A fuzzy long-term investment planning model for a GenCo in a hybrid electricity market considering climate change impacts.
Information Systems Frontiers, 2017

Knowledge management and ERP: Complementary or contradictory?
Int J. Information Management, 2017

A Hybrid Heuristic Approach to Provider Selection and Task Allocation Problem in Telecommunications with Varying QoS Levels.
Int. J. Comput. Intell. Syst., 2017

A data analytics approach to building a clinical decision support system for diabetic retinopathy: Developing and deploying a model ensemble.
Decision Support Systems, 2017

An analytic approach to assessing organizational citizenship behavior.
Decision Support Systems, 2017

Data Integration and Predictive Analysis System for Disease Prophylaxis.
Proceedings of the 50th Hawaii International Conference on System Sciences, 2017

Introduction to Data, Text and Web Mining for Business Analytics Minitrack.
Proceedings of the 50th Hawaii International Conference on System Sciences, 2017

A Probabilistic Scoring Model to Evaluate Providers Regarding Continuity of Care from a Relational Perspective.
Proceedings of the AMIA 2017, 2017

2016
A Novel Method for Automated Diagnosis of Epilepsy Using Complex-Valued Classifiers.
IEEE J. Biomedical and Health Informatics, 2016

Stochastic Capacity Acquisition and Allocation Model for Bandwidth Brokers under Fuzzy Volume Based Pricing Scheme.
Int. J. Comput. Intell. Syst., 2016

A fuzzy-hybrid analytic model to assess investors' perceptions for industry selection.
Decision Support Systems, 2016

Introduction to Data, Text, and Web Mining for Business Analytics Minitrack.
Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

2015
The Influence of Knowledge Management on Financial and Non-Financial Performance.
JIKM, 2015

Selecting "The Best" ERP system for SMEs using a combination of ANP and PROMETHEE methods.
Expert Syst. Appl., 2015

Predicting overall survivability in comorbidity of cancers: A data mining approach.
Decision Support Systems, 2015

Analyzing initial public offerings' short-term performance using decision trees and SVMs.
Decision Support Systems, 2015

Introduction to Data, Text, and Web Mining for Business Analytics Minitrack.
Proceedings of the 48th Hawaii International Conference on System Sciences, 2015

2014
Use of ANP weighted crisp and fuzzy QFD for product development.
Expert Syst. Appl., 2014

A critical assessment of imbalanced class distribution problem: The case of predicting freshmen student attrition.
Expert Syst. Appl., 2014

The impact of multinationality on firm value: A comparative analysis of machine learning techniques.
Decision Support Systems, 2014

Development of a hybrid methodology for ERP system selection: The case of Turkish Airlines.
Decision Support Systems, 2014

A comparative analysis of machine learning methods for classification type decision problems in healthcare.
Decision Analytics, 2014

Analyzing the Predictability of Exchange Traded Funds Characteristics in the Mutual Fund Market on the Flow of Shares Using a Data Mining Approach.
Proceedings of the 47th Hawaii International Conference on System Sciences, 2014

Introduction to Data, Text, and Web Mining for Managerial Decision Support Minitrack.
Proceedings of the 47th Hawaii International Conference on System Sciences, 2014

Evaluating Emotions in Mobile Application Descriptions: Sentiment Analysis Approach.
Proceedings of the 20th Americas Conference on Information Systems, 2014

2013
Measuring firm performance using financial ratios: A decision tree approach.
Expert Syst. Appl., 2013

A machine learning-based usability evaluation method for eLearning systems.
Decision Support Systems, 2013

Leveraging the capabilities of service-oriented decision support systems: Putting analytics and big data in cloud.
Decision Support Systems, 2013

A comparative analysis of machine learning systems for measuring the impact of knowledge management practices.
Decision Support Systems, 2013

Data, information and analytics as services.
Decision Support Systems, 2013

Optimal Pricing Strategies for Capacity Leasing Based on Time and Volume Usage in Telecommunication Networks.
Decision Sciences, 2013

An Analytic Approach to Understanding and Predicting Healthcare Coverage.
Proceedings of the Informatics, 2013

Introduction to Predictive Analytics and Big Data Minitrack.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

2012
Development of a fuzzy ANP based SWOT analysis for the airline industry in Turkey.
Expert Syst. Appl., 2012

Predicting and analyzing secondary education placement-test scores: A data mining approach.
Expert Syst. Appl., 2012

Intelligent Computational Techniques in Science, Engineering and Business.
Expert Syst. Appl., 2012

Measuring the efficiency of customer satisfaction and loyalty for mobile phone brands with DEA.
Expert Syst. Appl., 2012

Comparative analysis of data mining methods for bankruptcy prediction.
Decision Support Systems, 2012

An analytic approach to better understanding and management of coronary surgeries.
Decision Support Systems, 2012

Forecasting Financial Success of Hollywood Movies - A Comparative Analysis of Machine Learning Methods.
Proceedings of the ICINCO 2012 - Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Rome, Italy, 28, 2012

2011
The promise of RFID-based sensors in the perishables supply chain.
IEEE Wireless Commun., 2011

An investigation of data and text mining methods for real world deception detection.
Expert Syst. Appl., 2011

Development of a structural equation modeling-based decision tree methodology for the analysis of lung transplantations.
Decision Support Systems, 2011

Better management of blood supply-chain with GIS-based analytics.
Annals OR, 2011

Understading Black Boxes: Knowledge Induction From Models.
Proceedings of the Pacific Asia Conference on Information Systems, 2011

2010
An RFID network design methodology for asset tracking in healthcare.
Decision Support Systems, 2010

A comparative analysis of machine learning techniques for student retention management.
Decision Support Systems, 2010

A machine learning-based approach to prognostic analysis of thoracic transplantations.
Artificial Intelligence in Medicine, 2010

2009
A holistic approach to manufacturing systems modelling.
IJSPM, 2009

Predicting the graft survival for heart-lung transplantation patients: An integrated data mining methodology.
I. J. Medical Informatics, 2009

Analysis of healthcare coverage: A data mining approach.
Expert Syst. Appl., 2009

Analysis of cancer data: a data mining approach.
Expert Systems, 2009

A holistic framework for knowledge discovery and management.
Commun. ACM, 2009

2008
Seeding the survey and analysis of research literature with text mining.
Expert Syst. Appl., 2008

Exploration of Feature Selection and Advanced Classification Models for High-Stakes Deception Detection.
Proceedings of the 41st Hawaii International International Conference on Systems Science (HICSS-41 2008), 2008

Advanced Data Mining Techniques.
Springer, ISBN: 978-3-540-76916-3, 2008

2007
Movie forecast Guru: A Web-based DSS for Hollywood managers.
Decision Support Systems, 2007

Using Neural Networks to Forecast Box Office Success.
Proceedings of the Reaching New Heights. 13th Americas Conference on Information Systems, 2007

2006
Predicting box-office success of motion pictures with neural networks.
Expert Syst. Appl., 2006

An integrated and intelligent DSS for manufacturing systems.
Expert Syst. Appl., 2006

Knowledge Extraction from Prostate Cancer Data.
Proceedings of the 39th Hawaii International International Conference on Systems Science (HICSS-39 2006), 2006

2005
A Scalable Classification Algorithm for Very Large Datasets.
JIKM, 2005

Performance analysis of a kitting process in stochastic assembly systems.
Computers & OR, 2005

Integrated modeling: the key to holistic understanding of the enterprise.
Commun. ACM, 2005

Predicting breast cancer survivability: a comparison of three data mining methods.
Artificial Intelligence in Medicine, 2005

Data Quality in Very Large, Multiple-Source, Secondary Datasets for Data Mining Applications.
Proceedings of the A Conference on a Human Scale. 11th Americas Conference on Information Systems, 2005

2004
An Approach to Improve Classification Accuracy in Very Large Datasets.
Proceedings of the 10th Americas Conference on Information Systems, 2004

2003
A hybrid approach to knowledge discovery from military health systems.
Neural Parallel & Scientific Comp., 2003

Towards a truly integrated enterprise modeling and analysis environment.
Computers in Industry, 2003

2001
Enabling multi-use, multi-tool models of manufacturing systems through an experimental frame expert system.
J. Intelligent Manufacturing, 2001

2000
Enterprise modeling and analysis: an enterprise modeling and analysis toolkit.
Proceedings of the 32nd conference on Winter simulation, WSC 2000, 2000

Distributed web-based component architectures: a model-based approach for component simulation development.
Proceedings of the 32nd conference on Winter simulation, WSC 2000, 2000

1999
An integrated toolkit for enterprise modeling and analysis.
Proceedings of the 31st conference on Winter simulation: Simulation, 1999

1998
Integrated Modeling and Analysis Generator Environment (IMAGE): A Decision Support Tool.
Proceedings of the 30th conference on Winter simulation, WSC 1998, 1998

Simulation Modeling at Multiple Levels of Abstraction.
Proceedings of the 30th conference on Winter simulation, WSC 1998, 1998

An Introduction to Simulation Using ProSim for Business Process Simulation and Analysis.
Proceedings of the 30th conference on Winter simulation, WSC 1998, 1998

1996
A New Paradigm for Manufacturing Enterprise Modeling: Reusable, Multi-Tool Modeling.
Proceedings of the 28th conference on Winter simulation, 1996


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