Faculty of Engineering and Natural Sciences

Academic Members

Erfan Babaee Tirkolaee obtained a BSc. (2012) and MSc. (2014) in Industrial Engineering from Isfahan University of Technology in Isfahan, Iran. Then, he received a Ph.D. degree (2019) in Industrial Engineering from Mazandaran University of Science and Technology in Babol, Iran. Dr. Erfan Babaee Tirkolaee is currently an assistant professor in the Department of Industrial Engineering at Istinye University in Istanbul, Turkey. Meanwhile, he worked as a Quality Assurance expert in some automotive industries in Iran and went through different relevant training courses like ISO 9001: 2015 and IATF 16949-2016. He has published more than 100 papers in high-quality journals, including IEEE Transactions on Fuzzy Systems, Expert Systems with Applications, Waste Management, Journal of Cleaner Production, Computers & Industrial Engineering, Annals of Operations Research, etc. He has been serving as a chair, organizing, committee member as well as a keynote speaker in several prestigious international conferences. Moreover, he is a reviewer in many reputed WoS journals and has been recognized as a Top Peer Reviewer in 2 of the Essential Science Indicators research areas by Clarivate WoS. Dr. Erfan Babaee Tirkolaee is currently an Associate Editor of IEEE Transactions of Fuzzy Systems (IEEE), Editorial Board Member of Facta Universitatis, Series: Mechanical Engineering (University of Niš), Academic Editor of PLOS One (PLOS), Editorial Board Member of Intelligent Automation & Soft Computing (Tech Science Press), Associate Editor of the Journal of Dynamics and Games (AIMS), and Editorial Advisory Board member of Management Decision (Emerald). He has been also serving on the guest editorial board in several journals such as Annals of Operations Research (Springer) and Environmental Science and Pollution Research (Springer). Dr. Erfan Babaee Tirkolaee has been featured among the "World’s Top 2% Researchers/Scientists in 2021 & 2022" list identified by Elsevier BV, Stanford University.

Research Fields: Waste Management, Supply Chain Management, Solution Algorithms, Industrial Engineering, Operations Research, Fuzzy Programming, Robust Optimization

Main Areas: Endüstri Mühendisliği,  Tedarik Zinciri Yönetimi,  Yöneylem Araştırması, 

Deep Learning and Parallel Computing Environment for Bioengineering Systems
2019 - İngilizce, Bilimsel Kitap
ISBN: 978-0-12-816718-2
TIRKOLAEE ERFAN BABAEE, Goli Alireza, Bakhshi Sasi Mani, Sangaiah Arun Kumar
Logistics and Supply Chain Management
2021 - İngilizce, Bilimsel Kitap
ISBN: 978-3-642-33857-1
TIRKOLAEE ERFAN BABAEE, Goli Alireza, Weber Gerhard-Wilhelm
Logistics Operations and Management for Recycling and Reuse
2020 - İngilizce, Bilimsel Kitap
ISBN: 978-3-642-33857-1
TIRKOLAEE ERFAN BABAEE, Goli Alireza, Weber Gerhard-Wilhelm
Logistics Operations and Management for Recycling and Reuse
2020 - İngilizce, Bilimsel Kitap
ISBN: 978-3-642-33857-1
Goli Alireza, TIRKOLAEE ERFAN BABAEE, Weber Gerhard-Wilhelm
Advances in Edge Computing: Massive Parallel Processing and Applications
2020 - İngilizce, Bilimsel Kitap
ISBN: 978-1-64368-062-0
Goli Alireza, TIRKOLAEE ERFAN BABAEE, Sangaiah Arun Kumar
Advances in Manufacturing II
2019 - İngilizce, Bilimsel Kitap
ISBN: 978-3-030-18788-0
TIRKOLAEE ERFAN BABAEE, Goli Alireza, Weber Gerhard-Wilhelm
Sustainable Production and Consumption Systems
2021 - İngilizce, Bilimsel Kitap
ISBN: 978-981-16-4760-4
Golpîra Hêriş, Bahramara Salah, TIRKOLAEE ERFAN BABAEE
Application of Mathematics and Optimization in Construction Project Management
2021 - İngilizce, Bilimsel Kitap
ISBN: 978-3-030-81123-5
Golpîra Hêriş, TIRKOLAEE ERFAN BABAEE
Advances of Artificial Intelligence in a Green Energy Environment
2022 - İngilizce, Bilimsel Kitap
ISBN: 978-0-323-89785-3
Gütmen Selma, Weber Gerhard-Wilhelm, Goli Alireza, TIRKOLAEE ERFAN BABAEE
The combined effects of interest and inflation rates on inventory systems: A comparative analysis across countries
2024 - Uluslararası Hakemli
International Journal of Production Economics, Khakbaz Amir, Mensi Walid, TIRKOLAEE ERFAN BABAEE, Hammoudeh Shawkat, Simic Vladimir
Brain tumor segmentation based on optimized convolutional neural network and improved chimp optimization algorithm
2024 - Uluslararası Hakemli
Computers in Biology and Medicine, Ranjbarzadeh Ramin, ZARBAKHSH PAYAM, Caputo Annalina, TIRKOLAEE ERFAN BABAEE, Bendechache Malika
Cell formation and layout design using genetic algorithm and TOPSIS: A case study of Hydraulic Industries State Company
2024 - Uluslararası Hakemli
PLoS One, Dhayef Dhulfiqar Hakeem, SA Al-Zubaidi Sawsan, AH Al-Kindi Luma, TIRKOLAEE ERFAN BABAEE
A Bioinspired Test Generation Method Using Discretized and Modified Bat Optimization Algorithm
2024 - Uluslararası Hakemli
Mathematics, ARASTEH ABBASABAD BAHMAN, ARASTEH ABBASABAD KEYVAN, KIANI FARZAD, Sefati Seyed Salar, Fratu Octavian, Halunga Simona, TIRKOLAEE ERFAN BABAEE
A novel cross-docking EOQ-based model to optimize a multi-item multi-supplier multi-retailer inventory management system
2024 - Uluslararası Hakemli
Annals of Operations Research, Khakbaz Amir, Alfares Hesham K., Amirteimoori Arash, TIRKOLAEE ERFAN BABAEE
Assessing and selecting sustainable refrigerated road vehicles in food logistics using a novel multi-criteria group decision-making model
2024 - Uluslararası Hakemli
Information Sciences, GÖRÇÜN ÖMER FARUK, TIRKOLAEE ERFAN BABAEE, KÜÇÜKÖNDER HANDE, Garg Chandra Prakash
Predicting Water Quality With Non-stationarity: Event-Triggered Deep Fuzzy Neural Network
2024 - Uluslararası Hakemli
IEEE Transactions on Fuzzy Systems, Wang Gongming, Chen Hong, Han Honggui, Bi Jing, Qiao Junfei, TIRKOLAEE ERFAN BABAEE
An intelligent decision support system for warranty claims forecasting: Merits of social media and quality function deployment
2024 - Uluslararası Hakemli
Technological Forecasting and Social Change, Nikseresht Ali, Shokouhyar Sajjad, TIRKOLAEE ERFAN BABAEE, Nikookar Ethan, Shokoohyar Sina
Blood supply chain network design with lateral freight: A robust possibilistic optimization model
2024 - Uluslararası Hakemli
Engineering Applications of Artificial Intelligence, Ala Ali, Simic Vladimir, Bacanin Nebojsa, TIRKOLAEE ERFAN BABAEE
Reuse intention of augmented reality apps: recreational consciousness as moderator
2023 - Uluslararası Hakemli
The Service Industries Journal, Foroughi Behzad, Hongsachart Hathaitip, Asadi Shahla, Iranmanesh Mohammad, Ghobakhloo Morteza, TIRKOLAEE ERFAN BABAEE
Generalized vehicle routing problem: Contemporary trends and research directions
2023 - Uluslararası Hakemli
Heliyon, Aghadavoudi Jolfaei Ali, Alinaghian Mahdi, Bahrami Roghayeh, TIRKOLAEE ERFAN BABAEE
Improving audit opinion prediction accuracy using metaheuristics-tuned XGBoost algorithm with interpretable results through SHAP value analysis
2023 - Uluslararası Hakemli
Applied Soft Computing, Todorovic Mihailo, Stanisic Nemanja, Zivkovic Miodrag, Bacanin Nebojsa, Simic Vladimir, TIRKOLAEE ERFAN BABAEE
DeepFND: an ensemble-based deep learning approach for the optimization and improvement of fake news detection in digital platform
2023 - Uluslararası Hakemli
PeerJ Computer Science, Venkatachalam K, B Al-Onazi Badriyya, Simic Vladimir, TIRKOLAEE ERFAN BABAEE, Jana Chiranjibe
A decision support framework to evaluate the sustainability performance of urban road transportation
2023 - Uluslararası Hakemli
Environmental Science and Pollution Research, Babaei Ardavan, Khedmati Majid, Akbari Jokar Mohammad Reza, TIRKOLAEE ERFAN BABAEE
Designing an efficient humanitarian supply chain network during an emergency: A scenario-based multi-objective model
2023 - Uluslararası Hakemli
Elsevier BV, Jafarzadeh Ghoushchi Saeid, Asghari Mohammad, Mardani Abbas, Simic Vladimir, TIRKOLAEE ERFAN BABAEE
Prioritizing highway safety improvement projects using a stochastic optimization model with robust constraints
2023 - Uluslararası Hakemli
Soft Computing, Dadashi Ali, Mirbaha Babak, Atan Zümbül, TIRKOLAEE ERFAN BABAEE
Optimizing the dam site selection problem considering sustainability indicators and uncertainty: An integrated decision-making approach
2023 - Uluslararası Hakemli
Elsevier BV, Ekhtiari Mostafa, Zandieh Mostafa, TIRKOLAEE ERFAN BABAEE
A multi-phase decision-making approach for supplier selection and order allocation with corporate social responsibility
2023 - Uluslararası Hakemli
Elsevier BV, Shidpour Hesam, Shidpour Mohsen, TIRKOLAEE ERFAN BABAEE
The combined effects of interest and inflation rates on inventory systems: A comparative analysis across countries
2023 - Uluslararası Hakemli
Elsevier BV, Khakbaz Amir, Mensi Walid, TIRKOLAEE ERFAN BABAEE, Hammoudeh Shawkat, Simic Vladimir
Recent advances in viable and sustainable supply chain management
2023 - Uluslararası Hakemli
Environmental Science and Pollution Research, Lotfi Reza, WEBER GERHARD WİEHELM, TIRKOLAEE ERFAN BABAEE
ETACM: an encoded-texture active contour model for image segmentation with fuzzy boundaries
2023 - Uluslararası Hakemli
SOFT COMPUTING, Ranjbarzadeh Ramin, Sadeghi Soroush, Fadaeian Aida, Jafarzadeh Ghoushchi Saeid, TIRKOLAEE ERFAN BABAEE, Caputo Annalina, Bendechache Malika
Sustainable Global Supply Chain Management from an International Perspective
2023 - Uluslararası Hakemli
SUSTAINABILITY, TIRKOLAEE ERFAN BABAEE, Goli Alireza, Golpîra Hêriş, Santibanez-Gonzalez Ernesto D.R.
Logistics and Operations Modelling and Optimization for Sustainable Supply Chain
2023 - Uluslararası Hakemli
SUSTAINABILITY, WEBER GERHARD WİEHELM, Goli Alireza, TIRKOLAEE ERFAN BABAEE
Preface: advances of machine learning and optimization in healthcare systems and medicine
2023 - Ulusal Hakemli
ANNALS OF OPERATIONS RESEARCH, WEBER GERHARD WİEHELM, Arabnia Hamid, AYDIN NADİ SERHAN, TIRKOLAEE ERFAN BABAEE
Industry readiness measurement for circular supply chain implementation: an Irish dairy industry perspective
2023 - Uluslararası Hakemli
ANNALS OF OPERATIONS RESEARCH, McDaid Conor, Azadnia Amir Hossein, Onofrei George, TIRKOLAEE ERFAN BABAEE
Sustainable transportation planning considering traffic congestion and uncertain conditions
2023 - Uluslararası Hakemli
EXPERT SYSTEMS WITH APPLICATIONS, Babaei Ardavan, Akbari Jokar Mohammad Reza, Khedmati Majid, TIRKOLAEE ERFAN BABAEE
Discovering the secret behind managing WEEE: deep learning method in industry 4.0
2023 - Uluslararası Hakemli
ANNALS OF OPERATIONS RESEARCH, Shahidzadeh Mohammad Hossein, Shokouhyar Sajjad, Safari Aida, TIRKOLAEE ERFAN BABAEE, Shokoohyar Sina
An integrated decision support framework for resilient vaccine supply chain network design
2023 - Uluslararası Hakemli
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, TIRKOLAEE ERFAN BABAEE, Torkayesh Ali Ebadi, Tavana Madjid, Goli Alireza, Simic Vladimir, Ding Weiping
A DEA-based simulation-optimisation approach to design a resilience plasma supply chain network: a case study of the COVID-19 outbreak
2023 - Uluslararası Hakemli
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE-OPERATIONS & LOGISTICS, Ghasemi Peiman, Goodarzian Fariba, Simic Vladimir, TIRKOLAEE ERFAN BABAEE
Recent Advances of Solutions Algorithms for Logistics Routing Problems
2023 - Uluslararası Hakemli
LOGISTICS-BASEL, TIRKOLAEE ERFAN BABAEE, Goli Alireza, Malmir Behnam
Evaluating the Sustainability of Fashion Brands Using a Neutrosophical ORESTE Approach
2023 - Uluslararası Hakemli
SUSTAINABILITY, KARADAYI USTA SALİHA, TIRKOLAEE ERFAN BABAEE
A robust optimization model to design an IoT-based sustainable supply chain network with flexibility
2023 - Uluslararası Hakemli
Springer Science and Business Media LLC, Goli Alireza, TIRKOLAEE ERFAN BABAEE, Golmohammadi Amir-Mohammad, Atan Zumbul, WEBER GERHARD WİEHELM, Ali Sadia Samar
Industry 5.0 implications for inclusive sustainable manufacturing: An evidence-knowledge-based strategic roadmap
2023 - Uluslararası Hakemli
Elsevier BV, Ghobakhloo Morteza, Iranmanesh Mohammad, Foroughi Behzad, TIRKOLAEE ERFAN BABAEE, Asadi Shahla, Amran Azlan
A data-driven model for sustainable and resilient supplier selection and order allocation problem in a responsive supply chain: A case study of healthcare system
2023 - Uluslararası Hakemli
Elsevier BV, Nayeri Sina, Khoei Mohammad Amin, Rouhani-Tazangi Mohammad Reza, GhanavatiNejad Mohssen, Rahmani Mohammad, TIRKOLAEE ERFAN BABAEE
A bi-level decision-making system to optimize a robust-resilient-sustainable aggregate production planning problem
2023 - Uluslararası Hakemli
Elsevier BV, TIRKOLAEE ERFAN BABAEE, AYDIN NADİ SERHAN, Mahdavi Iraj
Neutrosophic CEBOM-MACONT model for sustainable management of end-of-life tires
2023 - Uluslararası Hakemli
Elsevier BV, Simic Vladimir, Dabic-Miletic Svetlana, TIRKOLAEE ERFAN BABAEE, Stević Željko, DEVECİ MUHAMMET, Senapati Tapan
Critical success factors of lean six sigma to select the most ideal critical business process using q-ROF CRITIC-ARAS technique: Case study of food business
2023 - Uluslararası Hakemli
Elsevier BV, AYTEKİN AHMET, Oluoch Okoth Basil, KORUCUK SELÇUK, Raj Mishra Arunodaya, MEMİŞ SALİH, KARAMAŞA ÇAĞLAR, TIRKOLAEE ERFAN BABAEE
Neutrosophic LOPCOW-ARAS model for prioritizing industry 4.0-based material handling technologies in smart and sustainable warehouse management systems
2023 - Uluslararası Hakemli
Elsevier BV, Simic Vladimir, Dabic-Miletic Svetlana, TIRKOLAEE ERFAN BABAEE, Stević Željko, Ala Ali, Amirteimoori Arash
Evaluating and selecting sustainable logistics service providers for medical waste disposal treatment in the healthcare industry
2023 - Uluslararası Hakemli
Elsevier BV, GÖRÇÜN ÖMER FARUK, AYTEKİN AHMET, KORUCUK SELÇUK, TIRKOLAEE ERFAN BABAEE
Agile supply chain management based on critical success factors and most ideal risk reduction strategy in the era of industry 4.0: application to plastic industry
2023 - Uluslararası Hakemli
Springer Science and Business Media LLC, KORUCUK SELÇUK, TIRKOLAEE ERFAN BABAEE, AYTEKİN AHMET, Karabasevic Darjan, KARAMAŞA ÇAĞLAR
An integrated decision support system to achieve sustainable development in transportation routes with traffic flow
2023 - Uluslararası Hakemli
Springer Science and Business Media LLC, Babaei Ardavan, Khedmati Majid, Akbari Jokar Mohammad Reza, TIRKOLAEE ERFAN BABAEE
The q-rung fuzzy LOPCOW-VIKOR model to assess the role of unmanned aerial vehicles for precision agriculture realization in the Agri-Food 4.0 era
2023 - Uluslararası Hakemli
Springer Science and Business Media LLC, ECER FATİH, YARAN ÖGEL İLKİN, Krishankumar Raghunathan, TIRKOLAEE ERFAN BABAEE
A parallel heuristic for hybrid job shop scheduling problem considering conflict-free AGV routing
2023 - Uluslararası Hakemli
Elsevier BV, Amirteimoori Arash, TIRKOLAEE ERFAN BABAEE, Simic Vladimir, Weber Gerhard-Wilhelm
Designing a portfolio-based closed-loop supply chain network for dairy products with a financial approach: Accelerated Benders decomposition algorithm
2023 - Uluslararası Hakemli
Elsevier BV, Goli Alireza, TIRKOLAEE ERFAN BABAEE
A robust Tri-Objective optimization to supply chain configuration under Vendor-Managed inventory policy considering supply chain visibility
2023 - Uluslararası Hakemli
Elsevier BV, Golpîra Hêriş, TIRKOLAEE ERFAN BABAEE, Maihami Reza, Karimi Kajal
Business process optimization for trauma planning
2023 - Uluslararası Hakemli
Elsevier BV, Tomaskova Hana, TIRKOLAEE ERFAN BABAEE, Dulichand Raut Rakesh
Designing an integrated blockchain-enabled supply chain network under uncertainty
2023 - Uluslararası Hakemli
Nature, Babaei Ardavan, Khedmati Majid, Akbari Jokar Mohammad Reza, TIRKOLAEE ERFAN BABAEE
ME-CCNN: Multi-encoded images and a cascade convolutional neural network for breast tumor segmentation and recognition
2023 - Uluslararası Hakemli
Springer Science and Business Media LLC, Ranjbarzadeh Ramin, Jafarzadeh Ghoushchi Saeid, Tataei Sarshar Nazanin, TIRKOLAEE ERFAN BABAEE, Ali Sadia Samar, Kumar Teerath, Bendechache Malika
A Systematic Literature Review of MABAC Method and Applications: An Outlook for Sustainability and Circularity
2023 - Uluslararası Hakemli
Vilnius University Press, Torkayesh Ali Ebadi, TIRKOLAEE ERFAN BABAEE, Bahrini Aram, Pamucar Dragan, Khakbaz Amir
Sustainable transportation planning with traffic congestion and uncertain conditions
2023 - Uluslararası Hakemli
Elsevier BV, Babaei Ardavan, Khedmati Majid, Akbari Jokar Mohammad Reza, TIRKOLAEE ERFAN BABAEE
Efficiency analysis technique with input and output satisficing approach based on Type-2 Neutrosophic Fuzzy Sets: A case study of container shipping companies
2023 - Uluslararası Hakemli
Elsevier BV, Hashemkhani Zolfani Sarfaraz, GÖRÇÜN ÖMER FARUK, ÇANAKÇIOĞLU MUSTAFA, TIRKOLAEE ERFAN BABAEE
A sustainable-circular citrus closed-loop supply chain configuration: Pareto-based algorithms
2023 - Uluslararası Hakemli
Journal of Environmental Management, Goodarzian Fariba, Ghasemi Peiman, Santibanez-Gonzalez Ernesto D.R., TIRKOLAEE ERFAN BABAEE
Intuitionistic fuzzy power Aczel-Alsina model for prioritization of sustainable transportation sharing practices
2023 - Uluslararası Hakemli
Engineering Applications of Artificial Intelligence, Senapati Tapan, Simic Vladimir, Saha Abhijit, Dobrodolac Momcilo, Rong Yuan, TIRKOLAEE ERFAN BABAEE
Breast tumor localization and segmentation using machine learning techniques: Overview of datasets, findings, and methods
2023 - Uluslararası Hakemli
Computers in Biology and Medicine, Ranjbarzadeh Ramin, Dorosti Shadi, Jafarzadeh Ghoushchi Saeid, Caputo Annalina, TIRKOLAEE ERFAN BABAEE, Ali Sadia Samar, Arshadi Zahra, Bendechache Malika
Technical challenges of blockchain technology for sustainable manufacturing paradigm in Industry 4.0 era using a fuzzy decision support system
2023 - Uluslararası Hakemli
Technological Forecasting and Social Change, Su Dan, Zhang Lijun, Peng Hua, Saeidi Parvaneh, TIRKOLAEE ERFAN BABAEE
Sustainable route selection of petroleum transportation using a type-2 neutrosophic number based ITARA-EDAS model
2023 - Uluslararası Hakemli
Information Sciences, Simic Vladimir, Milovanović Branko, Pantelić Strahinja, Pamucar Dragan, TIRKOLAEE ERFAN BABAEE
Brain tumor segmentation of MRI images: A comprehensive review on the application of artificial intelligence tools
2023 - Uluslararası Hakemli
Computers in Biology and Medicine, Ranjbarzadeh Ramin, Caputo Annalina, TIRKOLAEE ERFAN BABAEE, Jafarzadeh Ghoushchi Saeid, Bendechache Malika
A mathematical model to investigate the interactive effects of important economic factors on the behaviors of retailers
2022 - Uluslararası Hakemli
Springer Science and Business Media LLC, Khakbaz Amir, TIRKOLAEE ERFAN BABAEE
Identifying and prioritizing resilient health system units to tackle the COVID-19 pandemic
2022 - Uluslararası Hakemli
Elsevier BV, Adabavazeh Nazila, Nikbakht Mehrdad, TIRKOLAEE ERFAN BABAEE
A Deep Learning Approach for Robust, Multi-oriented, and Curved Text Detection
2022 - Uluslararası Hakemli
Springer Science and Business Media LLC, Ranjbarzadeh Ramin, Jafarzadeh Ghoushchi Saeid, Anari Shokofeh, Safavi Sadaf, Tataei Sarshar Nazanin, TIRKOLAEE ERFAN BABAEE, Bendechache Malika
Sustainable Route Selection of Petroleum Transportation Using a Type-2 Neutrosophic Number Based ITARA-EDAS Model
2022 - Uluslararası Hakemli
Elsevier BV, Simic Vladimir, Milovanović Branko, Pantelić Strahinja, Pamucar Dragan, TIRKOLAEE ERFAN BABAEE
Performance Evaluation of Omni-Channel Distribution Network Configurations considering Green and Transparent Criteria under Uncertainty
2022 - Uluslararası Hakemli
Sustainability, Babaei Ardavan, Khedmati Majid, Akbari Jokar Mohammad Reza, TIRKOLAEE ERFAN BABAEE
Preface to the Special Issue on Computational Performance Analysis based on Novel Intelligent Methods: Exploration and Future Directions in Production and Logistics
2022 - Uluslararası Hakemli
Foundations of Computing and Decision Sciences, Goli Alireza, Weber Gerhard-Wilhelm, TIRKOLAEE ERFAN BABAEE
A Hybrid Biobjective Markov Chain Based Optimization Model for Sustainable Aggregate Production Planning
2022 - Uluslararası Hakemli
IEEE Transactions on Engineering Management, TIRKOLAEE ERFAN BABAEE, AYDIN NADİ SERHAN, Mahdavi Iraj
A socio-economic optimization model for blood supply chain network design during the COVID-19 pandemic: An interactive possibilistic programming approach for a real case study
2022 - Uluslararası Hakemli
Socio-Economic Planning Sciences, TIRKOLAEE ERFAN BABAEE, Golpîra Hêriş, Javanmardan Ahvan, Maihami Reza
A parallel hybrid PSO-GA algorithm for the flexible flow-shop scheduling with transportation
2022 - Uluslararası Hakemli
Computers & Industrial Engineering, Amirteimoori Arash, Mahdavi Iraj, Solimanpur Maghsud, Ali Sadia Samar, TIRKOLAEE ERFAN BABAEE
MODELLING AND PREDICTING THE GROWTH DYNAMICS OF COVID-19 PANDEMIC: A COMPARATIVE STUDY INCLUDING TURKEY
2022 - Ulusal Hakemli
Journal of Turkish Operations Management, AYDIN NADİ SERHAN, TIRKOLAEE ERFAN BABAEE
Appointment Scheduling Problem under Fairness Policy in Healthcare Services: Fuzzy Ant Lion Optimizer
2022 - Uluslararası Hakemli
Expert Systems with Applications, Ala Ali, Simic Vladimir, Pamucar Dragan, TIRKOLAEE ERFAN BABAEE
A neutrosophic approach to evaluate the factors affecting performance and theory of sustainable supply chain management: application to textile industry
2022 - Uluslararası Hakemli
Management Decision, AYTEKİN AHMET, Oluoch Okoth Basil, KORUCUK SELÇUK, KARAMAŞA ÇAĞLAR, TIRKOLAEE ERFAN BABAEE
A Fuzzy Profit Maximization Model using Communities Viable Leaders for Information Diffusion in Dynamic Drivers Collaboration Networks
2022 - Uluslararası Hakemli
IEEE Transactions on Fuzzy Systems, Kalantari Hamed, Badiee Aghdas, Dezhboro Amirhossein, Mohammadi Hassan, TIRKOLAEE ERFAN BABAEE
Integrated design of sustainable supply chain and transportation network using a fuzzy bi-level decision support system for perishable products
2022 - Uluslararası Hakemli
Expert Systems with Applications, TIRKOLAEE ERFAN BABAEE, AYDIN NADİ SERHAN
Evaluating the impacts of COVID-19 outbreak on supply chain risks by modified failure mode and effects analysis: a case study in an automotive company
2022 - Uluslararası Hakemli
Annals of Operations Research, Ghadir Amir Hossein, Rezaei Vandchali Hadi, Fallah Masoud, TIRKOLAEE ERFAN BABAEE
Circular economy application in designing sustainable medical waste management systems
2022 - Uluslararası Hakemli
Environmental Science and Pollution Research, TIRKOLAEE ERFAN BABAEE, Goli Alireza, Mirjalili Seyedali
An integrated methodology for green human resource management in construction industry
2022 - Uluslararası Hakemli
Environmental Science and Pollution Research, Sadeghi Saeid, Mansoori Mooseloo Farzaneh, Aeini Samira, Rezaei Vandchali Hadi, TIRKOLAEE ERFAN BABAEE
An integrated multi-criteria decision-making approach to optimize the number of leagile-sustainable suppliers in supply chains
2022 - Uluslararası Hakemli
Environmental Science and Pollution Research, Sadeghi Saeid, Mansoori Mooseloo Farzaneh, Rezaei Vandchali Hadi, Tomaskova Hana, TIRKOLAEE ERFAN BABAEE
A systematic review of aggregate production planning literature with an outlook for sustainability and circularity
2022 - Uluslararası Hakemli
Environment, Development and Sustainability, AYDIN NADİ SERHAN, TIRKOLAEE ERFAN BABAEE
A Cluster-based Stratified Hybrid Decision Support Model under Uncertainty: Sustainable Healthcare Landfill Location Selection
2022 - Uluslararası Hakemli
Applied Intelligence, TIRKOLAEE ERFAN BABAEE, Torkayesh Ali Ebadi
An extended robust mathematical model to project the course of COVID-19 epidemic in Iran
2022 - Uluslararası Hakemli
Annals of Operations Research, Lotfi Reza, Kheiri Kiana, Sadeghi Ali, TIRKOLAEE ERFAN BABAEE
A novel model for sustainable waste collection arc routing problem: Pareto-based algorithms
2022 - Uluslararası Hakemli
Annals of Operations Research, TIRKOLAEE ERFAN BABAEE, Goli Alireza, Gütmen Selma, Weber Gerhard-Wilhelm, Szwedzka Katarzyna
Designing a sustainable closed-loop supply chain network of face masks during the COVID-19 pandemic: Pareto-based algorithms
2022 - Uluslararası Hakemli
Journal of Cleaner Production, TIRKOLAEE ERFAN BABAEE, Goli Alireza, Ghasemi Peiman, Goodarzian Fariba
A closed-loop supply chain configuration considering environmental impacts: a self-adaptive NSGA-II algorithm
2022 - Uluslararası Hakemli
Applied Intelligence, Babaeinesami Abdollah, Tohidi Hamid, Ghasemi Peiman, Goodarzian Fariba, TIRKOLAEE ERFAN BABAEE
Development of Dynamic Balanced Scorecard Using Case-Based Reasoning Method and Adaptive Neuro-Fuzzy Inference System
2022 - Uluslararası Hakemli
IEEE Transactions on Engineering Management, Khanmohammadi Ehsan, Safari Hossein, Zandieh Mostafa, Malmir Behnam, TIRKOLAEE ERFAN BABAEE
The time-dependent multi-depot fleet size and mix green vehicles routing problem: improved adaptive large neighbourhood search
2021 - Uluslararası Hakemli
Optimization, Alinaghian Mahdi, Jamshidian Maryam, TIRKOLAEE ERFAN BABAEE
An extended approach to the diagnosis of tumour location in breast cancer using deep learning
2021 - Uluslararası Hakemli
Journal of Ambient Intelligence and Humanized Computing, Jafarzadeh Ghoushchi Saeid, Ranjbarzadeh Ramin, Aghasoleimani Najafabadi Saeed, Osgooei Elnaz, TIRKOLAEE ERFAN BABAEE
A novel two-echelon hierarchical location-allocation-routing optimization for green energy-efficient logistics systems
2021 - Uluslararası Hakemli
Annals of Operations Research, TIRKOLAEE ERFAN BABAEE, Goli Alireza, Mardani Abbas
A fuzzy multi-objective optimization model for sustainable closed-loop supply chain network design in food industries
2021 - Uluslararası Hakemli
Environment, Development and Sustainability, Alinezhad Masoud, Mahdavi Iraj, Hematian Milad, TIRKOLAEE ERFAN BABAEE
Sport Performance Analysis with a Focus on Racket Sports: A Review
2021 - Uluslararası Hakemli
Applied Sciences, Krizkova Sarka, Tomaskova Hana, TIRKOLAEE ERFAN BABAEE
The stochastic location‑routing‑inventory problem of perishable products with reneging and balking
2021 - Uluslararası Hakemli
Journal of Ambient Intelligence and Humanized Computing, Aghighi Azam, Goli Alireza, Malmir Behnam, TIRKOLAEE ERFAN BABAEE
Analyzing failures in adoption of smart technologies for medical waste management systems: a type-2 neutrosophic-based approach
2021 - Uluslararası Hakemli
Environmental Science and Pollution Research, Torkayesh Ali Ebadi, DEVECİ MUHAMMET, Ebadi Torkayesh Sajjad, TIRKOLAEE ERFAN BABAEE
A Novel Approach for Group Decision Making Based on the Best-Worst Method (G-BWM): Application to Supply Chain Management
2021 - Uluslararası Hakemli
Mathematics, Haseli Gholamreza, Sheikh Reza, Wang Jianqiang, Tomaskova Hana, TIRKOLAEE ERFAN BABAEE
A sustainable hybrid manufacturing/remanufacturing system with two-way substitution and WEEE directive under different market conditions
2021 - Uluslararası Hakemli
Optimization, Khakbaz Amir, TIRKOLAEE ERFAN BABAEE
A robust time-cost-quality-energy-environment trade-off with resource-constrained in project management: A case study for a bridge construction project
2021 - Uluslararası Hakemli
Journal of Industrial & Management Optimization, Lotfi Reza, Yadegari Zahra, Hosseini Seyed Hossein, Khameneh Amir Hossein, TIRKOLAEE ERFAN BABAEE, Weber Gerhard-Wilhelm
Multi-Objective Optimization for Healthcare Waste Management Network Design with Sustainability Perspective
2021 - Uluslararası Hakemli
Sustainability, Torkayesh Ali Ebadi, Rezaei Vandchali Hadi, TIRKOLAEE ERFAN BABAEE
Application of Industry 4.0 in the Procurement Processes of Supply Chains: A Systematic Literature Review
2021 - Uluslararası Hakemli
Sustainability, Jahani Niloofar, Sepehri Arash, Rezaei Vandchali Hadi, TIRKOLAEE ERFAN BABAEE
Application of Machine Learning in Supply Chain Management: A Comprehensive Overview of the Main Areas
2021 - Uluslararası Hakemli
Mathematical Problems in Engineering, TIRKOLAEE ERFAN BABAEE, Sadeghi Saeid, Mansoori Mooseloo Farzaneh, Rezaei Vandchali Hadi, Aeini Samira
An Integrated Decision-Making Approach for Green Supplier Selection in an Agri-Food Supply Chain: Threshold of Robustness Worthiness
2021 - Uluslararası Hakemli
Mathematics, TIRKOLAEE ERFAN BABAEE, Dashtian Zahra, Weber Gerhard-Wilhelm, Tomaskova Hana, Soltani Mehdi, Mousavi Nasim Sadat
Using a Process Approach to Pandemic Planning: A Case Study
2021 - Uluslararası Hakemli
Applied Sciences, Tomaskova Hana, TIRKOLAEE ERFAN BABAEE
A sustainable medical waste collection and transportation model for pandemics
2021 - Uluslararası Hakemli
WASTE MANAGEMENT & RESEARCH, TIRKOLAEE ERFAN BABAEE, AYDIN NADİ SERHAN
An Integration of Neural Network and Shuffled Frog-Leaping Algorithm for CNC Machining Monitoring
2021 - Uluslararası Hakemli
Foundations of Computing and Decision Sciences, Goli Alireza, TIRKOLAEE ERFAN BABAEE, Weber Gerhard-Wilhelm
Sustainable fuzzy multi-trip location-routing problem for medical waste management during the COVID-19 outbreak
2021 - Uluslararası Hakemli
Science of The Total Environment, TIRKOLAEE ERFAN BABAEE, Abbasian Parvin, Weber Gerhard-Wilhelm
An augmented Tabu search algorithm for the green inventory-routing problem with time windows
2021 - Uluslararası Hakemli
Swarm and Evolutionary Computation, Alinaghian Mahdi, TIRKOLAEE ERFAN BABAEE, Dezaki Zahra Kaviani, Hejazi Seyed Reza, Ding Weiping
Fuzzy Integrated Cell Formation and Production Scheduling considering Automated Guided Vehicles and Human Factors
2021 - Uluslararası Hakemli
IEEE Transactions on Fuzzy Systems, Goli Alireza, TIRKOLAEE ERFAN BABAEE, AYDIN NADİ SERHAN
Robust optimization and mixed-integer linear programming model for LNG supply chain planning problem
2020 - Uluslararası Hakemli
SOFT COMPUTING, Sangaiah Arun Kumar, TIRKOLAEE ERFAN BABAEE, Goli Alireza, Dehnavi-Arani Saeed
A robust green location-allocation-inventory problem to design an urban waste management system under uncertainty
2020 - Uluslararası Hakemli
Waste Management, TIRKOLAEE ERFAN BABAEE, Mahdavi Iraj, Seyyed Esfahani Mir Mehdi, Weber Gerhard-Wilhelm
Evaluation of green and sustainable supply chain management using structural equation modelling: A systematic review of the state of the art literature and recommendations for future research
2020 - Uluslararası Hakemli
Journal of Cleaner Production, Mardani Abbas, Kannan Devika, Hooker Robert, Ozkul Seckin, Alrasheedi Melfi, TIRKOLAEE ERFAN BABAEE
A novel hybrid method using fuzzy decision making and multi-objective programming for sustainable-reliable supplier selection in two-echelon supply chain design
2020 - Uluslararası Hakemli
Journal of Cleaner Production, TIRKOLAEE ERFAN BABAEE, Mardani Abbas, Dashtian Zahra, Soltani Mehdi, Weber Gerhard-Wilhelm
A robust bi-objective mathematical model for disaster rescue units allocation and scheduling with learning effect
2020 - Uluslararası Hakemli
Computers & Industrial Engineering, TIRKOLAEE ERFAN BABAEE, AYDIN NADİ SERHAN, Ranjbar-Bourani Mehdi, Weber Gerhard-Wilhelm
Multi-objective optimization for the reliable pollution-routing problem with cross-dock selection using Pareto-based algorithms
2020 - Uluslararası Hakemli
Journal of Cleaner Production, TIRKOLAEE ERFAN BABAEE, Goli Alireza, Faridnia Amin, Soltani Mehdi, Weber Gerhard-Wilhelm
Big Data-Driven Cognitive Computing System for Optimization of Social Media Analytics
2020 - Uluslararası Hakemli
IEEE Access, Sangaiah Arun Kumar, Goli Alireza, TIRKOLAEE ERFAN BABAEE, Ranjbar-Bourani Mehdi, Pandey Hari Mohan, Zhang Weizhe
Foundations of semialgebraic gene-environment networks
2020 - Uluslararası Hakemli
Journal of Dynamics & Games, Kropat Erik, Weber Gerhard-Wilhelm, TIRKOLAEE ERFAN BABAEE
Fuzzy Mathematical Programming and Self-Adaptive Artificial Fish Swarm Algorithm for Just-in-Time Energy-Aware Flow Shop Scheduling Problem With Outsourcing Option
2020 - Uluslararası Hakemli
IEEE Transactions on Fuzzy Systems, TIRKOLAEE ERFAN BABAEE, Goli Alireza, Weber Gerhard-Wilhelm
An improved ant colony optimization for the multi-trip Capacitated Arc Routing Problem
2019 - Uluslararası Hakemli
COMPUTERS & ELECTRICAL ENGINEERING, TIRKOLAEE ERFAN BABAEE, Alinaghian Mahdi, Rahmani Hosseinabadi Ali Asghar, Bakhshi Sasi Mani, Sangaiah Arun Kumar
A robust bi-objective multi-trip periodic capacitated arc routing problem for urban waste collection using a multi-objective invasive weed optimization
2019 - Uluslararası Hakemli
WASTE MANAGEMENT & RESEARCH, TIRKOLAEE ERFAN BABAEE, Goli Alireza, Pahlevan Maryam, Malekalipour Kordestanizadeh Ramina
A robust green traffic-based routing problem for perishable products distribution
2019 - Uluslararası Hakemli
Computational Intelligence, TIRKOLAEE ERFAN BABAEE, Hadian Shaghayegh, Weber Gerhard-Wilhelm, Mahdavi Iraj
A robust green traffic-based routing problem for perishable products distribution
2019 - Uluslararası Hakemli
Computational Intelligence, TIRKOLAEE ERFAN BABAEE, Hadian Shaghayegh, Weber Gerhard-Wilhelm, Mahdavi Iraj
Developing an applied algorithm for multi-trip vehicle routing problem with time windows in urban waste collection: A case study
2019 - Uluslararası Hakemli
Waste Management & Research: The Journal for a Sustainable Circular Economy, TIRKOLAEE ERFAN BABAEE, Abbasian Parvin, Soltani Mehdi, Ghaffarian Seyed Ali
A robust just-in-time flow shop scheduling problem with outsourcing option on subcontractors
2019 - Uluslararası Hakemli
Production & Manufacturing Research, Goli Alireza, TIRKOLAEE ERFAN BABAEE, Soltani Mehdi
A Self-Learning Particle Swarm Optimization for Robust Multi-Echelon Capacitated Location\u2013Allocation\u2013Inventory Problem
2019 - Uluslararası Hakemli
Journal of Advanced Manufacturing Systems, TIRKOLAEE ERFAN BABAEE, Mahmoodkhani Javad, Ranjbar-Bourani Mehdi, Tavakkoli-Moghaddam Reza
Investigation of off-grid photovoltaic systems for a reverse osmosis desalination system: A case study
2019 - Uluslararası Hakemli
Desalination, Mostafaeipour Ali, Qolipour Mojtaba, Rezaei Mostafa, TIRKOLAEE ERFAN BABAEE
Multi-objective multi-mode resource constrained project scheduling problem using Pareto-based algorithms
2019 - Uluslararası Hakemli
Computing, TIRKOLAEE ERFAN BABAEE, Goli Alireza, Hematian Milad, Sangaiah Arun Kumar, Han Tao
A multi-objective invasive weed optimization algorithm for robust aggregate production planning under uncertain seasonal demand
2019 - Uluslararası Hakemli
Computing, Goli Alireza, TIRKOLAEE ERFAN BABAEE, Malmir Behnam, Bian Gui-Bin, Sangaiah Arun Kumar
An improved ant colony optimization for the multi-trip Capacitated Arc Routing Problem
2019 - Uluslararası Hakemli
Computers & Electrical Engineering, TIRKOLAEE ERFAN BABAEE, Alinaghian Mahdi, Rahmani Hosseinabadi Ali Asghar, Bakhshi Sasi Mani, Sangaiah Arun Kumar
Stable maintenance tasks scheduling: A bi-objective robust optimization model
2019 - Uluslararası Hakemli
Computers & Industrial Engineering, Golpîra Hêriş, TIRKOLAEE ERFAN BABAEE
A robust bi-objective multi-trip periodic capacitated arc routing problem for urban waste collection using a multi-objective invasive weed optimization
2019 - Uluslararası Hakemli
Waste Management & Research, TIRKOLAEE ERFAN BABAEE, Goli Alireza, Pahlevan Maryam, Malekalipour Kordestanizadeh Ramina
A hybrid augmented ant colony optimization for the multi-trip capacitated arc routing problem under fuzzy demands for urban solid waste management
2019 - Uluslararası Hakemli
Waste Management & Research, TIRKOLAEE ERFAN BABAEE, Mahdavi Iraj, Seyyed Esfahani Mir Mehdi, Weber Gerhard-Wilhelm
Robust optimization and mixed-integer linear programming model for LNG supply chain planning problem
2019 - Uluslararası Hakemli
Soft Computing, Sangaiah Arun Kumar, TIRKOLAEE ERFAN BABAEE, Goli Alireza, Dehnavi-Arani Saeed
A robust periodic capacitated arc routing problem for urban waste collection considering drivers and crew's working time
2018 - Uluslararası Hakemli
Waste Management, TIRKOLAEE ERFAN BABAEE, Mahdavi Iraj, Seyyed Esfahani Mir Mehdi
A Hybrid Genetic Algorithm for Multi-Trip Green Capacitated Arc Routing Problem in the Scope of Urban Services
2018 - Uluslararası Hakemli
Sustainability, TIRKOLAEE ERFAN BABAEE, Rahmani Hosseinabadi Ali Asghar, Soltani Mehdi, Sangaiah Arun Kumar, Wang Jin
A robust multi-trip vehicle routing problem of perishable products with intermediate depots and time windows
2017 - Uluslararası Hakemli
Numerical Algebra, Control and Optimization (NACO), TIRKOLAEE ERFAN BABAEE, Goli Alireza, Bakhshi Sasi Mani, Mahdavi Iraj
A robust multi-trip vehicle routing problem of perishable products with intermediate depots and time windows
2017 - Uluslararası Hakemli
Numerical Algebra, Control & Optimization, TIRKOLAEE ERFAN BABAEE, Goli Alireza, Bakhshi Sasi Mani, Mahdavi Iraj
A Robust Two-Echelon Periodic Multi-commodity RFID-Based Location Routing Problem to Design Petroleum Logistics Networks: A Case Study
Uluslararası
Mühendislik Temel Alanı>Industrial Engineering>Optimizasyon >Tedarik Zinciri ve Lojistik Yönetimi>Teknoloji ve Yenilik Yönetimi ,
Designing an Efficient Optimization System to Maximize the Total Value of Reverse Logistics in Waste Management with cars
Uluslararası
Mühendislik Temel Alanı>Industrial Engineering>Optimizasyon >Tedarik Zinciri ve Lojistik Yönetimi ,
Sustainable Aggregate Production Planning with Overtime and Outsourcing Options under Fuzzy Seasonal Demand
2020 - Uluslararası
Engineering Core Area>Industrial Engineering>Üretim ve Hizmet Sistemleri>Optimizasyon ,
Hazardous Material Logistic Network Design Based on Vehicle Routing Problem using Improved Whale Optimization Algorithm.
2020 - Uluslararası
Engineering Core Area>Industrial Engineering>Tedarik Zinciri ve Lojistik Yönetimi>Optimizasyon ,
Sustainable-robust aggregate production planning considering workforce satisfaction
2021 - Uluslararası
Engineering Core Area>Industrial Engineering>Üretim ve Hizmet Sistemleri>Optimizasyon ,
A novel multi-objective model for sustainable-robust aggregate production planning problem
2022 - Uluslararası
Mühendislik Temel Alanı>Endüstri Mühendisliği>Üretim ve Hizmet Sistemleri>Optimizasyon >Çok kriterli Karar verme ,
PhD Thesis Award
2021 - Teşvik Ödülleri
Yurtdışı kurum veya kuruluşlardan alınan bilim ödülü
Best Researcher of the Faculty of Engineering
2021 - Yayın Teşvik Ödülü
Diğer
World’s Top 2% Researchers/Scientists in 2021
2022 - Diğer
Diğer
WM&R Rising Star Award 2022
2022 - Yayın Teşvik Ödülü
Diğer
International Journal of Production Research’s top 2% of reviewers for 2023
2023 - Hizmet Ödülleri
Diğer