Affective engineering: towards a consumer culture theory approach to kansei engineering. - Skandalis Alexandros; Sotirios Papantonopoulos; Dimitrios E. Koulouriotis (DPPI, 2011)

Educational data mining and data analysis for optimal learning content management: Applied in moodle for undergraduate engineering studies. - Angelos Charitopoulos; Maria Rangoussi; Dimitrios E. Koulouriotis (EDUCON, 2017)

Extraction and presentation of access and usage data from an e-learning platform (moodle): Design and development of a software application. - Gavriil Sykamiotis; Angelos Charitopoulos; Maria Rangoussi; Dimitrios E. Koulouriotis (EDUCON, 2017)

A Summary Of Using Reinforcement Learning Strategies For Treating Project And Production Management Problems. - Georgios K. Koulinas; Alexandros Xanthopoulos; Athanasios Kiatipis; Dimitrios E. Koulouriotis (ICDIM, 2018)

On the Use of Soft Computing Methods in Educational Data Mining and Learning Analytics Research: a Review of Years 2010-2018. - Angelos Charitopoulos; Maria Rangoussi; Dimitrios E. Koulouriotis (Int. J. Artif. Intell. Educ., 2020)

Development of an intelligent CAD system for mass detection in mammographic images. - Theofilos Andreadis; Christodoulos Emmanouilidis; Stefanos Goumas; Dimitrios E. Koulouriotis (IET Image Process., 2020)

Simulation Modeling and Analysis of a Door Industry. - Konstantinos Chronis; Alexandros Xanthopoulos; Dimitrios E. Koulouriotis (Int. J. Oper. Res. Inf. Syst., 2021)

Joint production, inventory rationing, and order admission control of a stochastic manufacturing system with setups. - Stratos Ioannidis; Alexandros Xanthopoulos; Ioannis Sarantis; Dimitrios E. Koulouriotis (Oper. Res., 2021)

Machine learning integrated design and operation management for resilient circular manufacturing systems. - Panagiotis D. Paraschos; Alexandros Xanthopoulos; Georgios K. Koulinas; Dimitrios E. Koulouriotis (Comput. Ind. Eng., 2022)

A robust group decision making framework using fuzzy TOPSIS and Monte Carlo simulation for wind energy projects multicriteria evaluation. - Athanasios P. Vavatsikos; Efstratios Tsesmetzis; Georgios K. Koulinas; Dimitrios E. Koulouriotis (Oper. Res., 2022)

Coordinating production, inspection and maintenance decisions in a stochastic manufacturing system with deterioration failures. - A. S. Xanthopoulos; Spyros I. Vlastos; Dimitrios E. Koulouriotis (Oper. Res., 2022)

Blending E-Learning with Hands-on Laboratory Instruction in Engineering Education: An Experimental Study on Early Prediction of Student Performance and Behavior. - Angelos Charitopoulos; Maria Rangoussi; Dimitrios E. Koulouriotis (Int. J. Emerg. Technol. Learn., 2022)

Game Difficulty Adaptation and Experience Personalization: A Literature Review. - Panagiotis D. Paraschos; Dimitrios E. Koulouriotis (Int. J. Hum. Comput. Interact., 2023)

Manufacturing-as-a-Service: A Systematic Review of the Literature. - Anastasia Karamanli; Alexandros Xanthopoulos; Antonios Gasteratos; Dimitrios E. Koulouriotis (ICSC (1), 2024)

Simulation Modelling of Dynamic Production Scheduling on Parallel Machines with Sequence-Independent Setups. - Anastasia Karamanli; Alexandros Xanthopoulos; Ioannis Kansizoglou; Antonios Gasteratos; Dimitrios E. Koulouriotis (ICSC (1), 2024)

Learning-based production, maintenance, and quality optimization in smart manufacturing systems: A literature review and trends. - Panagiotis D. Paraschos; Dimitrios E. Koulouriotis (Comput. Ind. Eng., 2024)

Deep learning model for optimizing control and planning in stochastic manufacturing environments. - Panagiotis D. Paraschos; Antonios C. Gasteratos; Dimitrios E. Koulouriotis (Expert Syst. Appl., 2024)

Stochastic modelling and analysis of a deteriorating serial production-inventory network. - Spyros I. Vlastos; A. S. Xanthopoulos; Dimitrios E. Koulouriotis (Int. J. Prod. Res., 2024)

Reinforcement Learning-Based Optimization for Sustainable and Lean Production within the Context of Industry 4.0. - Panagiotis D. Paraschos; Georgios K. Koulinas; Dimitrios E. Koulouriotis (Algorithms, 2024)

Modelling integrated inventory, maintenance and nonconforming output management of imperfect deteriorating production systems. - Spyros I. Vlastos; Stratos Ioannidis; Dimitrios E. Koulouriotis (Reliab. Eng. Syst. Saf., 2025)

Text mining technologies applied to free-text answers of students in e-assessment. - Angelos Charitopoulos; Maria Rangoussi; Dimitris Metafas; Dimitrios E. Koulouriotis (Discov. Comput., 2025)