All Stories

  1. A Machine Learning Approach to Audit Modification Risk Prediction in Financial Reporting: Methods, Data, and Human-Centered Challenges

    Article • Journal of Risk and Financial Management, March 2026, MDPI AG

    Gokhan SİLAHTAROĞLU

  2. A machine learning model for accurate prediction of CMV end-organ disease

    Article • BMC Medical Informatics and Decision Making, February 2026, Springer Science + Business Media

    Gokhan SİLAHTAROĞLU

  3. Digital Teaching Assistant: Medipol University Case Study

    Article • January 2026, Springer Science + Business Media

    Gokhan SİLAHTAROĞLU

  4. The role of artificial intelligence and deep learning in determining the histopathological grade of pancreatic neuroendocrine tumors by using EUS images

    Article • Endoscopic Ultrasound, March 2025, Wolters Kluwer Health

    Gokhan SİLAHTAROĞLU

  5. Identifying the Most Critical Side Effects of Antidepressant Drugs: A New Model Proposal with Quantum Spherical Fuzzy M-SWARA and DEMATEL Techniques (Preprint)

    Article • May 2024, JMIR Publications Inc.

    Gokhan SİLAHTAROĞLU

  6. Tree Fruit Load Calculation with Image Processing Techniques

    Article • January 2024, Springer Science + Business Media

    Gokhan SİLAHTAROĞLU

  7. EXPLORING THE NEXUS OF MACROECONOMIC FACTORS AND FINANCIAL RATIOS: A HOLISTIC ANALYSIS OF COMPANY PROFITABILITY IN DEVELOPING MARKETS

    Article • İstanbul Ticaret Üniversitesi Sosyal Bilimler Dergisi, December 2023, Sosyal Bilimler Dergisi, Istanbul Ticaret Universitesi

    Gokhan SİLAHTAROĞLU

  8. Ideal Leverage via Machine Learning: Avoiding Financial Distress

    Article • November 2023, Cognitive-crcs

    Gokhan SİLAHTAROĞLU

  9. Makine Öğrenimi Yoluyla Bölgesel Arı Sütü Farklarının Arkasındaki Kimyasal Faktörleri Keşfetmek

    Article • Uludağ Arıcılık Dergisi, May 2023, Uludag Aricilik Dergisi

    Gokhan SİLAHTAROĞLU

  10. Early prediction of the severe course, survival, and ICU requirements in acute pancreatitis by artificial intelligence

    Article • Pancreatology, March 2023, Elsevier

    Gokhan SİLAHTAROĞLU

  11. Diagnosis of Covid-19 Via Patient Breath Data Using Artificial Intelligence

    Article • Emerging Science Journal, January 2023, Italian Journal of Science and Engineering

    Gokhan SİLAHTAROĞLU

  12. KOBİ’lerin Örgütsel Öğrenme, Dijitalleşme ve Uluslararasılaşma Süreçleri Üzerine Nitel Bir Çalışma/ A Qualitative Study on Organizational Learning, Digitalization and Internationalization Processes of SMEs

    Article • Nitel Sosyal Bilimler, December 2022, Nitel Sosyal Bilimler

    Gokhan SİLAHTAROĞLU

  13. SEGMENTATION of COVID-19 POSITIVE PATIENTS REGARDING SYMPTOMS AND COMPLAINTS

    Article • Eskişehir Technical University Journal of Science and Technology A - Applied Sciences and Engineering, March 2022, Anadolu Universitesi Bilim ve Teknoloji Dergisi-A: Uygulamali Bilimler ve Muhendislik

    Gokhan SİLAHTAROĞLU

  14. Differentiating Gastrointestinal Stromal Tumors from Leiomyomas Using a Neural Network Trained on Endoscopic Ultrasonography Images

    Article • Digestive Diseases, October 2021, Karger Publishers

    Gokhan SİLAHTAROĞLU

  15. Use of Artificial Intelligence in the Prediction of Malignant Potential of Gastric Gastrointestinal Stromal Tumors

    Article • Digestive Diseases and Sciences, February 2021, Springer Science + Business Media

    Gokhan SİLAHTAROĞLU

  16. How to use social media more effectively as a consumer brand

    Article • Journal of theoretical and applied electronic commerce research, January 2021, MDPI AG

    Assoc. Prof. Dr. Gökhan Aydin, Gokhan SİLAHTAROĞLU

  17. What triggers higher downloads of mobile applications that target health and wellness.

    Article • PLOS One, January 2021, PLOS

    Assoc. Prof. Dr. Gökhan Aydin, Gokhan SİLAHTAROĞLU

  18. Data Science and Multiple Criteria Decision Making Approaches in Finance

    Article • January 2021, Springer Science + Business Media

    Gokhan SİLAHTAROĞLU

  19. Defining the Significant Factors of Currency Exchange Rate Risk by Considering Text Mining and Fuzzy AHP

    Article • January 2021, Springer Science + Business Media

    Gokhan SİLAHTAROĞLU

  20. Determining the Ways to Increase Economic Growth of Developing and Developed Economies: An Application with Data Mining and Fuzzy TOPSIS

    Article • January 2021, Springer Science + Business Media

    Gokhan SİLAHTAROĞLU

  21. Emerging Applications and the Future of Data Science

    Article • January 2021, Springer Science + Business Media

    Gokhan SİLAHTAROĞLU

  22. How Is the Stock Exchange Index Affected by the Disclosures of Politicians?

    Article • January 2021, Springer Science + Business Media

    Gokhan SİLAHTAROĞLU

  23. Identifying Indicators of Global Financial Crisis with Fuzzy Logic and Data Science: A Comparative Analysis Between Developing and Developed Economies

    Article • January 2021, Springer Science + Business Media

    Gokhan SİLAHTAROĞLU

  24. Introduction to Data Science and Machine Learning Algorithms

    Article • January 2021, Springer Science + Business Media

    Gokhan SİLAHTAROĞLU

  25. Profitability Prediction of Turkish Banking Industry: A Comparative Analysis with Data Science and Fuzzy ANP

    Article • January 2021, Springer Science + Business Media

    Gokhan SİLAHTAROĞLU

  26. The Influence of the Politicians on Macroeconomic Performance: An Analysis of Donald Trump’s Tweets

    Article • January 2021, Springer Science + Business Media

    Gokhan SİLAHTAROĞLU

  27. An early warning system using machine learning for the detection of intracranial hematomas in the emergency trauma setting

    Article • Turkish Neurosurgery, January 2021, Turkish Neurological Society

    Gokhan SİLAHTAROĞLU

  28. Covıd-19 Salgınında Yaşanan Haftalık Duygusal Değişimler: Türkiye Örneği

    Article • Ekonomi İşletme ve Maliye Araştırmaları Dergisi, December 2020, Ekonomi Isletme Maliye Arastirmalari Dergisi

    Gokhan SİLAHTAROĞLU

  29. AN EARLY PREDICTION AND DIAGNOSIS OF SEPSIS IN INTENSIVE CARE UNITS: AN UNSUPERVİSED MACHINE LEARNING MODEL

    Article • Mugla Journal of Science and Technology, June 2020, Mugla Sitki Kocman University Journal of Education

    Gokhan SİLAHTAROĞLU

  30. Augmentation of Behavioral Analysis Framework for E-Commerce Customers Using MLP-Based ANN

    Article • January 2020, Springer Science + Business Media

    Gokhan SİLAHTAROĞLU

  31. Data Analytics Implemented over E-commerce Data to Evaluate Performance of Supervised Learning Approaches in Relation to Customer Behavior

    Article • November 2019, Springer Science + Business Media

    Gokhan SİLAHTAROĞLU

  32. What clean water and what waste is: A machine learning study

    Article • Communications in Statistics Case Studies Data Analysis and Applications, July 2019, Taylor & Francis

    Gokhan SİLAHTAROĞLU

  33. Diagnosis made by machines

    Article • Communication in Statistics- Theory and Methods, June 2019, Taylor & Francis

    nevin yılmaztürk, Gokhan SİLAHTAROĞLU

  34. Implementing Adaptive Strategies of Decision Support Systems During Crises

    Article • December 2016, Springer Science + Business Media

    Gokhan SİLAHTAROĞLU

  35. Using or Not Using Business Intelligence and Big Data for Strategic Management: An Empirical Study Based on Interviews with Executives in Various Sectors

    Article • Procedia - Social and Behavioral Sciences, November 2016, Elsevier

    Gokhan SİLAHTAROĞLU

  36. Gossip Management at Universities using Big Data Warehouse Model Integrated with a Decision Support System

    Article • International Journal of Research in Business and Social Science (2147-4478), January 2016, Society for the Study of Business and Finance- SSBFNET

    Gokhan SİLAHTAROĞLU

  37. Analysis and prediction of Ε-customers' behavior by mining clickstream data

    Article • October 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Gokhan SİLAHTAROĞLU

  38. Kulaktan Kişi ve Kimlik Tespiti İçin Örnek Bir Uygulama

    Article • Beykent Üniversitesi Fen ve Mühendislik Bilimleri Dergisi, August 2014, Beykent University Journal of Science and Engineering

    Gokhan SİLAHTAROĞLU