Book Chapters

2019
«Employing constrained neural networks for forecasting new product’s sales increase». I.E. Livieris, N. Kiriakidou, A. Kanavos, G. Vonitsanos and V. Tampakas. In: MacIntyre J., Maglogiannis I., Iliadis L., Pimenidis E. (eds) Artificial Intelligence Applications and Innovations. AIAI 2019. IFIP Advances in Information and Communication Technology, vol 560. Springer.

Goumopoulos, C., Iossifides, Α., Fragou, O., Zaharakis, I., Kameas A. “An approach to advance STEM education practices based on IoT technologies and the CoPs paradigm”, in Bruce M. McLaren, et al. (Eds.), Computer Supported Education. CSEDU 2018. Communications in Computer and Information Science, vol 1022, pp. 117-141, 2019, Springer, Cham.
DOI: 10.1007/978-3-030-21151-6_7.

2018
«AN ENSEMBLE-BASED SEMI-SUPERVISED APPROACH FOR PREDICTING STUDENTS’ PERFORMANCE», I.E. Livieris, K. Drakopoulou, V. Tampakas, T.A. Mikropoulos and P. Pintelas, In: Mikropoulos T. (eds) Research on e-Learning and ICT in Education. Springer, Cham 2018.

«An ensemble SSL algorithm for X-rays classication» Ioannis Livieris Theodore Kotsilieris Ioannis Anagnostopoulos Vassilis Tampakas, In book: Advances in Experimental Medicine and Biology Publisher: Springer, 2018.

«Forecasting students’ performance using an ensemble SSL algorithm» I.E. Livieris, V. Tampakas, N. Kyriakidou, T. Mikropoulos and P. Pintelas, In: Tsitouridou M., A. Diniz J., Mikropoulos T. (eds) Technology and Innovation in Learning, Teaching and Education. TECH-EDU 2018. Communications in Computer and Information Science, vol 993. Springe.

«PREDICTION OF STUDENTS GRADUATION TIME USING A TWO-LEVEL CLASSIFICATION ALGORITHM», Tampakas V., Livieris I.E., Pintelas E., Karacapilidis N., Pintelas P., In: Tsitouridou M., A. Diniz J., Mikropoulos T. (eds) Technology and Innovation in Learning, Teaching and Education. TECH-EDU 2018. Communications in Computer and Information Science, vol 993. Springer.

2017
«DSS-PSP: A DECISION SUPPORT SOFTWARE FOR EVALUATING STUDENTS’ PERFORMANCE» .I.E. Livieris, K. Drakopoulou, Th. Kotsilieris, V. Tampakas and P. Pintelas. DSS-PSP», In: Boracchi G., Iliadis L., Jayne C., Likas A. (eds) Engineering Applications of Neural Networks. EANN 2017. Communications in Computer and Information Science, vol 744. Springer, Cham.

2011
Zaharakis I. D., “The Agent Oriented Multi Flow Graphs Specification Model”, in F. Alkhateeb, et al (Eds.) Multi-Agent Systems: Modeling, Interactions, Simulations and Case Studies, pp. 97-130, 2011, InTech (ISBN: 978-953-307-176-3). DOI: 10.5772/15824.

2008
Zaharakis I. D., Kameas A. D., “Engineering Emergent Ecologies of Interacting Artefacts”, in Lumsden, J. (Ed.) Handbook of Research on User Interface Design and Evaluation for Mobile Technology, 2008, pp. 364-384. Information Science Reference (ISBN: 978-1-59904-871-0). DOI: 10.4018/978-1-59904-871-0.ch023

2003
Kotsiantis S. B., Pierrakeas C. J., Zaharakis I. D., Pintelas P. E., “Efficiency of Machine Learning Techniques in Predicting Students’ Performance in Distance Learning Systems”, Recent Advances in Mechanics and Related Fields, 2003, pp.297-306. University of Patras Press.