List of Papers

AI and Big Data Applications in Disaster Management
Can Balkaya (IAU)

Comparison of Machine Learning Techniques for Text Classification
Bedirhan Uygun (METU), Ali Bedii Candaş (METU), Onur Behzat Tokdemir (METU)

AI-Based Electricity Demand Prediction: A Case Study for an Industrial Area Murathan Saygılı (METU), Levent Sezgin (SU YAPI Engineering & Consulting Inc.) Onur Behzat Tokdemir (METU)

Applying Artificial Neural Networks to Capture, Rationalize and Generalize Nonlinear Response of Structural Elements from Advanced Analytical Simulations and Tests
Ahmet Muhtar Çıtıpıtıoğlu (TAV Construction)

A Comparison of Optimal Force-based and Performance-based Designs for a Planar Ordinary Moment-Resisting Steel Frame
Oğuzhan Hasançebi (METU), Hasan Eser (METU)

Artificial Intelligence Applications in Crude Oil Price Forecasting
Fetih KAYA (BAU)

AI and Big Data Applications: Productivity and Crop Yield in Agriculture
İrem Dağdemir (BAU), Dilek Heperkan (IAU), Can Balkaya (IAU)

Artificial Intelligence Applications in Big Data: Fraud Detection
Mehmet Emre ÖZENGEN (BAU), Ali OKATAN (IAU), Can BALKAYA (IAU)

AI Applications in Smart Cities Waste Management & Recycling
İ. Haluk ÇERİBAŞI (ENCON Environmental Consultancy Co.), Görkem ÖZDENER (BAU)
AI and Big Data in Transportation Infrastructure for Condition and Risk Assessment
Can Balkaya (IAU), Erol Tutumluer (UIUC)

On the Exploitation and Exploration Search Behaviors of the Interactive Search Algorithm
Ali Mortazavi (EU), Mahsa Moloodpoor (EU)

Interactive Search Algorithm for Solving Thermal Model of Parabolic Trough Collector Receiver
Mahsa Moloodpoor (EU), Ali Mortazavi (EU), Necdet Özbalta (EU)

Benefits of Implementing a Business Continuity Management System Based on ISO22301
Merve Dinç (Istanbul Okan University)

Convolutional Neutral Network Based Vehicle Classification
Ahmet Doğan (IGU), Ali Okatan (IAU), Ali Çetinkaya (Kocaeli University)

Structural Health Monitoring—Converting Sensor Data into Understandings
Erol Kalkan, Mustafa G. Kesti, Metin Kahraman (QuakeLogic Inc., Roseville, CA, USA)

Artificial Intelligence Application in Biosensor
Ayşe İpek GÖZÜTOK (BAU)

Artificial Intelligence for Proactive Internal Audit in Business
Gülnihal Çiçekdağı (BAU), Gökçe Sargut (Governers State University, University Park, IL, USA)

Predicting the Remaining Useful Life of Bearing with Long-Short Term Memory Method
Erkan Caner Ozkat (RTEU)

Creating a Unified Data Collection System for Infrastructure Projects
Dr. Yunus Emre Ayözen, Bilge Büdeyri, M.Sc. (Republic of Turkey Ministry of Transport and Infrastructure); A. Sinan Alemdar, M.Sc., Ugur Kaya M.Sc. EMAY International Engineering and Consultancy; Assoc. Prof. Dr. Onur Behzat Tokdemir (METU)

Istanbul Aydin University (IAU), Istanbul, Turkey
University of Illinois Urbana-Champaign (UIUC), IL, USA
Middle East Technical University (METU), Ankara, Turkey
Bahcesehir University (BAU), Istanbul, Turkey
Ege University (EU), Izmir, Turkey
TAV Construction, Istanbul, Turkey
SU-YAPI Engineering & Consulting Inc., Ankara, Turkey
ENCON Environmental Consultancy Co., Ankara, Turkey
Istanbul Gelisim University (IGU), Istanbul, Turkey
Kocaeli University, Izmit, Turkey
Istanbul Okan University, Istanbul, Turkey
QuakeLogic Inc., Roseville, CA, USA
Governers State University, University Park, IL, USA
Recep Tayyip Erdogan University (RTEU), Rize, Turkey
Republic of Turkey Ministry of Transport and Infrastructure, Ankara, Turkey
EMAY International Engineering and Consultancy, Ankara, Turkey

List of Authors

Prof.Dr. Can Balkaya, Structural and Earthquake Engineering, Istanbul Aydin University
Prof.Dr. Erol Tutumluer, Transportation Engineering, University of Illinois at Urbana-Champaign, USA
Prof.Dr. Oğuzhan Hasançebi, Structural Engineering, Middle East Technical University
Prof.Dr. Ali Okatan, Computer and Software Engineering, Istanbul Aydin University
Prof.Dr. Dilek Heperkan, Food Engineering, Istanbul Aydin University
Assoc. Prof. Dr. Onur Behzat Tokdemir, Construction Management, Middle East Technical University
Assoc. Prof.Dr. Gökçe Sargut, Business Management, Governers State University, University Park, IL, USA
Dr. Ahmet Muhtar Çıtıpıtıoğlu, PE, Engineering and Design Director, TAV Construction
Dr. Erol Kalkan, PE, Structural Engineer, QuakeLogic Inc., Roseville, CA, USA
Dr. İ. Haluk Çeribaşı Environmental Engineering, ENCON Environmental Consultancy Co.
Dr. Yunus Emre Ayözen, General Manager of Strategy Development Department in Republic of Turkey Ministry of Transport and Infrastructure
Bilge Büdeyri, M.Sc., Head of Strategy Department, Strategy Development Department in Republic of Turkey Ministry of Transport and Infrastructure
A. Sinan Alemdar, M.Sc., Program Manager, EMAY International Engineering and Consultancy
Ugur Kaya M.Sc., Design Coordinator, EMAY International Engineering and Consultancy
Levent Sezgin, Electronic Engineer, SU YAPI Engineering & Consulting Inc.
Fetih Kaya, Computer Engineering, Bahcesehir University
Bedirhan Uygun, Construction Management, Middle East Technical University
Ali Bedii Candaş, Construction Management, Middle East Technical University
Murathan Saygılı, Construction Management, Middle East Technical University
Hasan Eser, Structural Engineering, Middle East Technical University
İrem Dağdemir, Big Data Analytics and Management, Bahcesehir University
Mehmet Emre Özengen, Big Data Analytics and Management, Bahcesehir University
Görkem Özdener, Big Data Analytics and Management, Bahcesehir University
Ali Mortazavi, Graduate School of Natural and Applied Science, Ege University
Mahsa Moloodpoor, Mechanical Engineering, Ege University
Necdet Özbalta, Mechanical Engineering, Ege University
Merve Dinç, Industrial Engineering, Istanbul Okan University
Ahmet Doğan, Computer Engineering, Istanbul Gelisim University
Ali Çetinkaya, Electronic and Communication Engineering, Kocaeli University
Mustafa G. Kesti, Research Structural Engineer, QuakeLogic Inc., Roseville, CA, USA
Metin Kahraman, Research Seismologist, QuakeLogic Inc., Roseville, CA, USA
Ayşe İpek Gözütok, Biomedical Engineering, Bahcesehir University
Gülnihal Çiçekdağı, Big Data Analytics and Management, Bahcesehir University
Erkan Caner Ozkat, Mechanical Engineering, Recep Tayyip Erdogan University