Editörlük

Uluslararası |

Dergi |

Journal of Big Data | Springer

Uluslararası |

Dergi |

Decision Sciences Journal, Decision Sciences Institute | Wiley

Uluslararası |

Dergi |

International Journal of Research in Business and Social Science | SSBF

Uluslararası |

Dergi |

Journal of Business Analytics | Taylor and Francis

Uluslararası |

Dergi |

Journal of Business Research | Elsevire

Uluslararası |

Dergi |

International Journal of Decision Sciences Applications | SSBF

Bildiriler

Uluslararası |

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

Uluslararası |

Determining the Correct Diagnosis and Appropriate Treatment Method on Keratoconus: a 3D Decision Support Application

Uluslararası |

Classification of Parkinson’xxs Disease Using Complex-Valued Neural Networks

Uluslararası |

Evaluating Emotions in Mobile Application Descriptions: Sentiment Analysis Approach

Uluslararası |

Investigating the Temporal-Spatial Cross-Correlation between the Flu Activity on Twitter and Clinical Health Records

Uluslararası |

Social Media for Nowcasting the Flu Activity: Spatial-temporal and Text Analysis (BEST PAPER AWARD RECIPIENT)

Uluslararası |

Investigating Cancer Comorbidity: A Data Mining Approach

Uluslararası |

A Computer-Aided Grading System for Clinical Evaluation of Dry Eye Syndrome

Uluslararası |

Implementation of Computer Assisted Voice Search Engine for Medical Transcription

Uluslararası |

Data Integration and Predictive Analysis System for Disease Prophylaxis

Uluslararası |

The impact of real-time business intelligence and advanced analytics on the behaviour of business decision makers

Akademik Görevler

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Oklahoma State University

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Oklahoma State University

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Oklahoma State University

Eğitim Bilgisi

Doktora |

Oklahoma State University |

Industrial Engineering and Management

Yüksek Lisans |

YILDIZ TEKNİK ÜNİVERSİTESİ |

MÜHENDİSLİK FAKÜLTESİ/ENDÜSTRİ MÜHENDİSLİĞİ PR./

Lisans |

İSTANBUL TEKNİK ÜNİVERSİTESİ |

İŞLETME FAKÜLTESİ/ENDÜSTRİ MÜHENDİSLİĞİ BÖLÜMÜ/ENDÜSTRİ MÜHENDİSLİĞİ ANABİLİM DALI/

Üniversite Dışı Deneyimler

Knowledge Based Systems, Inc. -

Research Scientist

Kitaplar

ULUSLARARASI |

Bilimsel Kitap |

Real-World Data Mining: Applied Business Analytics and Decision Making

ULUSLARARASI |

Bilimsel Kitap |

Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications

ULUSLARARASI |

Bilimsel Kitap |

Advanced Data Mining Techniques

ULUSLARARASI |

Ders Kitabı |

Analytics, Data Science, & Artificial Intelligence: Systems for Decision Support

ULUSLARARASI |

Ders Kitabı |

Business Intelligence, Analytics, and Data Science: A Managerial Perspective

ULUSLARARASI |

Ders Kitabı |

Prescriptive Analytics: The Final Frontier for Evidence-Based Management and Optimal Decision Making

ULUSLARARASI |

Ders Kitabı |

Predictive Analytics: Data Mining, Machine Learning and Data Science for Practitioners

ULUSLARARASI |

Araştırma (Tez Hariç) Kitabı |

Analytics and Knowledge Management

Makaleler

ULUSLARARASI |

Hakemli |

No Place Like Home: A Cross-National Assessment of the Efficacy of Social Distancing during the COVID-19 Pandemic

ULUSLARARASI |

Hakemli |

A Comparative Analysis of Machine Learning Techniques and Fuzzy Analytic Hierarchy Process to Determine the Tacit Knowledge Criteria

ULUSLARARASI |

Hakemli |

Predicting and Explaining Pig Iron Production on Charcoal Blast Furnaces: A Machine Learning Approach

ULUSLARARASI |

Hakemli |

An integrated decision analysis methodology based on IF-DEMATEL and IF-ELECTRE for personnel selection

ULUSLARARASI |

Hakemli |

Balanced scorecard-based analysis of customer expectations for cosmetology services: a hybrid decision modeling approach

ULUSLARARASI |

Hakemli |

A Novel Diffusion-Based Model for Estimating Cases, and Fatalities in Epidemics: The Case of COVID-19 Journal of Business Research

ULUSLARARASI |

Hakemli |

Crafting performance-based cryptocurrency mining strategies using a hybrid analytics approach

ULUSLARARASI |

Hakemli |

To imprison or not to imprison: an analytics model for drug courts

ULUSLARARASI |

Hakemli |

A Probabilistic Bayesian Inference Model to Investigate Injury Severity in Automobile Crashes

ULUSLARARASI |

Hakemli |

Derivation and Validation of Essential Predictors and Risk Index for Early Detection of Diabetic Retinopathy Using Electronic Health Records

ULUSLARARASI |

Hakemli |

How to beat the 90% failure rate in Digital Transformations

ULUSLARARASI |

Hakemli |

Text-Mining Analysis of mHealth Research

ULUSLARARASI |

Hakemli |

A multi-objective decision-making approach for sustainable energy investment planning

ULUSLARARASI |

Hakemli |

A two-stage analytical approach to assess sustainable energy efficiency

ULUSLARARASI |

Hakemli |

Investigating injury severity risk factors in automobile crashes with predictive analytics and sensitivity analysis methods.

ULUSLARARASI |

Hakemli |

A Comparative Analysis of Machine Learning Methods for Classification Type Decision Problems in Healthcare

ULUSLARARASI |

Hakemli |

Use of ANP Weighted Crisp and Fuzzy QFD for Product Development

ULUSLARARASI |

Hakemli |

The Impact of Multinationality on Firm Value: A Comparative Analysis of Machine Learning Techniques

ULUSLARARASI |

Hakemli |

Development of a Hybrid Methodology for ERP System Selection: The Case of Turkish Airlines

ULUSLARARASI |

Hakemli |

A critical assessment of imbalanced class distribution problem: The case of predicting freshmen student attrition

ULUSLARARASI |

Hakemli |

The Best” ERP system for SMEs using a combination of ANP and PROMETHEE methods

ULUSLARARASI |

Hakemli |

Analyzing initial public offerings’xx short-term performance using decision trees and SVMs

ULUSLARARASI |

Hakemli |

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

ULUSLARARASI |

Hakemli |

Predicting Overall Survivability in Comorbidity of Cancers: A Data Mining Approach

ULUSLARARASI |

Hakemli |

Computer-Aided Diagnosis of Parkinson’s Disease Using Complex-Valued Neural Networks and mRMR Feature Selection Algorithm

ULUSLARARASI |

Hakemli |

Stochastic Capacity Acquisition and Allocation Model for Bandwidth Brokers under Fuzzy Volume Based Pricing Scheme

ULUSLARARASI |

Hakemli |

A Fuzzy-Hybrid Analytic Model to Assess Investors’xx Perceptions for Industry Selection

ULUSLARARASI |

Hakemli |

Supporting the diagnosis process and processes after treatment by using image segmentation and image simulation techniques: Keratoconus example

ULUSLARARASI |

Hakemli |

A Novel Method for Automated Diagnosis of Epilepsy using Complex-Valued Classifiers

ULUSLARARASI |

Hakemli |

Investigating Injury Severity Risk Factors in Automobile Crashes with Predictive Analytics and Sensitivity Analysis Methods

ULUSLARARASI |

Hakemli |

A Hybrid Heuristic Approach to Provider Selection and Task Allocation Problem in Telecommunications with Varying QoS Levels

ULUSLARARASI |

Hakemli |

Knowledge Management and ERP: Complementary or Contradictory?

ULUSLARARASI |

Hakemli |

A Data Analytics Approach to Building a Clinical Decision Support System for Diabetic Retinopathy: Developing and Deploying a Model Ensemble

ULUSLARARASI |

Hakemli |

A Fuzzy Long-Term Investment Planning Model for a GenCo in a Hybrid Electricity Market Considering Climate Change Impacts

ULUSLARARASI |

Hakemli |

Mobile-Based Sidewalk Inventory App for the Smart Communities, the Health, and the Safety

ULUSLARARASI |

Hakemli |

Modeling Airline MRO Operations Using a Systems Dynamics Approach: A Case Study of Turkish Airlines

ULUSLARARASI |

Hakemli |

Development of a New Metric to Identify Rare Patterns in Association Analysis: The Case of Analyzing Diabetes Complications

ULUSLARARASI |

Hakemli |

The Strategic Value of Big Data Analytics in Health Care Policy-Making

ULUSLARARASI |

Hakemli |

The Analytics Paradigm in Business Research

ULUSLARARASI |

Hakemli |

Processing electronic medical records to improve predictive analytics outcomes for hospital readmissions

ULUSLARARASI |

Hakemli |

Introduction to the inaugural issue of journal of business analytics

ULUSLARARASI |

Hakemli |

Research challenges and opportunities in business analytics

ULUSLARARASI |

Hakemli |

Discovering Co-Occurring Medical Complications For Cocaine Users In African American Diabetic Kidney Patients: A Text Mining Method

Temel Bilgiler

Yönetim Bilişim Sistemleri |

Sosyal, Beşeri ve İdari Bilimler Temel Alanı