Asil Oztekin

According to our database, Asil Oztekin authored at least 44 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

An interpretable machine learning methodology to generate interaction effect hypotheses from complex datasets.

Murtaza Nasir, Nichalin S. Summerfield, Serhat Simsek, Asil Oztekin

Decis. Sci., December, 2024

2022

Improving Imbalanced Machine Learning with Neighborhood-Informed Synthetic Sample Placement.

Murtaza Nasir, Ali Dag, Serhat Simsek, Anton Ivanov, Asil Oztekin

J. Manag. Inf. Syst., 2022

A collaborative decision support system for multi-criteria automatic clustering.

Mona Jabbari, Shaya Sheikh, Meysam Rabiee, Asil Oztekin

Decis. Support Syst., 2022

An integrated decision support system for multi-target forecasting: A case study of energy load prediction for a solar-powered residential house.

Shaya Sheikh, Meysam Rabiee, Murtaza Nasir, Asil Oztekin

Comput. Ind. Eng., 2022

2021

Machine learning-based outcome prediction and novel hypotheses generation for substance use disorder treatment.

Murtaza Nasir, Nichalin S. Summerfield, Asil Oztekin, Margaret Knight, Leland K. Ackerson, Stephanie Carreiro

J. Am. Medical Informatics Assoc., 2021

Box office sales and social media: A cross-platform comparison of predictive ability and mechanisms.

Matthias Bogaert, Michel Ballings, Dirk Van den Poel, Asil Oztekin

Decis. Support Syst., 2021

Preface: Data mining and decision analytics.

Victoria C. P. Chen, Seoung Bum Kim, Asil Oztekin

Ann. Oper. Res., 2021

2020

Deep learning in business analytics and operations research: Models, applications and managerial implications.

Mathias Kraus, Stefan Feuerriegel, Asil Oztekin

Eur. J. Oper. Res., 2020

Business analytics: Defining the field and identifying a research agenda.

Giles A. Hindle, Martin H. Kunc, Michael Mortensen, Asil Oztekin, Richard Vidgen

Eur. J. Oper. Res., 2020

2019

An AHP-IFT Integrated Model for Performance Evaluation of E-Commerce Web Sites.

Babak Daneshvar Rouyendegh, Kazim Topuz, Ali Dag, Asil Oztekin

Inf. Syst. Frontiers, 2019

Self-Reported and Computer-Recorded Experience in Mobile Banking: a Multi-Phase Path Analytic Approach.

Mousa Albashrawi, Hasan B. Kartal, Asil Oztekin, Luvai Motiwalla

Inf. Syst. Frontiers, 2019

Measuring the efficiency of hospitals: a fully-ranking DEA-FAHP approach.

Babak Daneshvar Rouyendegh, Asil Oztekin, Joseph Ekong, Ali Dag

Ann. Oper. Res., 2019

2018

Information fusion-based meta-classification predictive modeling for ETF performance.

Asil Oztekin

Inf. Syst. Frontiers, 2018

A decision analytic approach to predicting quality of life for lung transplant recipients: A hybrid genetic algorithms-based methodology.

Asil Oztekin, Lina Al-Ebbini, Aise Zülal Sevkli, Dursun Delen

Eur. J. Oper. Res., 2018

A causal analytic approach to student satisfaction index modeling.

Ali Turkyilmaz, Leyla Temizer, Asil Oztekin

Ann. Oper. Res., 2018

Predicting pediatric clinic no-shows: a decision analytic framework using elastic net and Bayesian belief network.

Kazim Topuz, Hasmet Uner, Asil Oztekin, Mehmet Bayram Yildirim

Ann. Oper. Res., 2018

Creating a marketing strategy in healthcare industry: a holistic data analytic approach.

Asil Oztekin

Ann. Oper. Res., 2018

Preface: Data mining and analytics.

Victoria C. P. Chen, Seoung Bum Kim, Asil Oztekin, Durai Sundaramoorthi

Ann. Oper. Res., 2018

2017

A hybrid data envelopment analysis approach to analyse college graduation rate at higher education institutions.

Ya Chen, Yao Chen, Asil Oztekin

INFOR Inf. Syst. Oper. Res., 2017

Predicting heart transplantation outcomes through data analytics.

Ali Dag, Asil Oztekin, Ahmet Yucel, Serkan Bulur, Fadel M. Megahed

Decis. Support Syst., 2017

The Impact of Subjective and Objective Experience on Mobile Banking Usage: An Analytical Approach.

Mousa Albashrawi, Hasan B. Kartal, Asil Oztekin, Luvai Motiwalla

Proceedings of the 50th Hawaii International Conference on System Sciences, 2017

2016

A hybrid data analytic approach to predict college graduation status and its determinative factors.

Asil Oztekin

Ind. Manag. Data Syst., 2016

A data analytic approach to forecasting daily stock returns in an emerging market.

Asil Oztekin, Recep Kizilaslan, Steven Freund, Ali Iseri

Eur. J. Oper. Res., 2016

FLAS: Fuzzy lung allocation system for US-based transplantations.

Lina Al-Ebbini, Asil Oztekin, Yao Chen

Eur. J. Oper. Res., 2016

A probabilistic data-driven framework for scoring the preoperative recipient-donor heart transplant survival.

Ali Dag, Kazim Topuz, Asil Oztekin, Serkan Bulur, Fadel M. Megahed

Decis. Support Syst., 2016

An integrated decision analytic framework of machine learning with multi-criteria decision making for multi-attribute inventory classification.

Hasan B. Kartal, Asil Oztekin, Angappa Gunasekaran, Ferhan Çebi

Comput. Ind. Eng., 2016

2015

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

Asil Oztekin, Dursun Delen, Halil Zaim, Ali Turkyilmaz, Selim Zaim

J. Inf. Knowl. Manag., 2015

Introduction to Data, Text, and Web Mining for Business Analytics Minitrack.

Dursun Delen, Asil Oztekin

Proceedings of the 48th Hawaii International Conference on System Sciences, 2015

2014

A Business-Analytic Approach to Identify Critical Factors in Quantitative Disciplines.

Asil Oztekin, M. Riaz Khan

J. Comput. Inf. Syst., 2014

Developing an early warning system to predict currency crises.

Cuneyt Sevim, Asil Oztekin, Özkan Bali, Serkan Gumus, Erkam Güresen

Eur. J. Oper. Res., 2014

Analyzing the Predictability of Exchange Traded Funds Characteristics in the Mutual Fund Market on the Flow of Shares Using a Data Mining Approach.

Asil Oztekin, Kyle Best, Dursun Delen

Proceedings of the 47th Hawaii International Conference on System Sciences, 2014

Introduction to Data, Text, and Web Mining for Managerial Decision Support Minitrack.

Dursun Delen, Asil Oztekin

Proceedings of the 47th Hawaii International Conference on System Sciences, 2014

2013

Universal structure modeling approach to customer satisfaction index.

Ali Turkyilmaz, Asil Oztekin, Selim Zaim, Omer Fahrettin Demirel

Ind. Manag. Data Syst., 2013

A machine learning-based usability evaluation method for eLearning systems.

Asil Oztekin, Dursun Delen, Ali Turkyilmaz, Selim Zaim

Decis. Support Syst., 2013

Introduction to Predictive Analytics and Big Data Minitrack.

Dursun Delen, Asil Oztekin, Haluk Demirkan

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.

Mehmet Sevkli, Asil Oztekin, Özgür Uysal, Gökhan Torlak, Ali Turkyilmaz, Dursun Delen

Expert Syst. Appl., 2012

Intelligent Computational Techniques in Science, Engineering and Business.

Dursun Delen, Asil Oztekin, Aziz Kolkiran

Expert Syst. Appl., 2012

An analytic approach to better understanding and management of coronary surgeries.

Dursun Delen, Asil Oztekin, Leman Tomak

Decis. Support Syst., 2012

2011

A decision support system for usability evaluation of web-based information systems.

Asil Oztekin

Expert Syst. Appl., 2011

Development of a structural equation modeling-based decision tree methodology for the analysis of lung transplantations.

Asil Oztekin, Zhenyu James Kong, Dursun Delen

Decis. Support Syst., 2011

2010

An RFID network design methodology for asset tracking in healthcare.

Asil Oztekin, Foad Mahdavi Pajouh, Dursun Delen, Leva K. Swim

Decis. Support Syst., 2010

A machine learning-based approach to prognostic analysis of thoracic transplantations.

Dursun Delen, Asil Oztekin, Zhenyu James Kong

Artif. Intell. Medicine, 2010

2009

UWIS: An assessment methodology for usability of web-based information systems.

Asil Oztekin, Alexander Nikov, Selim Zaim

J. Syst. Softw., 2009

Predicting the graft survival for heart-lung transplantation patients: An integrated data mining methodology.

Asil Oztekin, Dursun Delen, Zhenyu James Kong

Int. J. Medical Informatics, 2009