DM Lab's Publications

P. Schirmer, I. Mporas, M. Paraskevas, “Energy Disaggregation using Elastic Matching Algorithms”, Signal and Data Analysis, MDPI (2020) (accepted).

V.Gkamas, M.Paraskevas, E.Varvarigos, “BYOD for learning and teaching in Greek Schools: Challenges and constraints according to teachers’ point of view”, in Proc. of the 10th International IEEE Conference on Information, Intelligence, Systems and Applications (IISA 2019), 15-17 July 2019, Patras, Greece.

P.A.Schirmer, I.Mporas, M.Paraskevas, “Evaluation of Regression Algorithms and Features on the Energy Disaggregation Task”, in Proc. of the 10th International IEEE Conference on Information, Intelligence, Systems and Applications (IISA 2019), 15-17 July 2019, Patras, Greece.

I.Mporas, I.Perikos, M.Paraskevas, “Pigmented Skin Lesions Classification Using Data Driven Subsets of Image Features”, in Proc. of the 10th International IEEE Conference on Information, Intelligence, Systems and Applications (IISA 2019), 15-17 July 2019, Patras, Greece.

I. Perikos, S. Kardakis, M. Paraskevas and I. Hatzilygeroudis “Hidden Markov Models for Sentiment Analysis in Social Media” IEEE/ACIS International Conference on Big Data, Cloud Computing and Data Science (IEEE BCD 2019), 29-31 May, Honolulu, Hawaii, 2019

Gkamas V., Rigou M., Paraskevas M., Zarouchas T., Perikos I., Vassiliou V., Gueorguiev .I, Varbanov P., Sharkov G., Todorova C., Sotiropoulou A. “Bridging the skills gap in the Data Science and Internet of Things domains: A Vocational Education and Training Curriculum”, 28th ICDE World Conference on Online Learning, 3-7 November 2019, Convention Centre Dublin, Ireland.

Drakopoulos, G., Liapakis, X., Spyrou, E., Tzimas, G., Mylonas, P, & Sioutas, S. (2019), ‘Computing Long Sequences of Consecutive Fibonacci Integers with TensorFlow’, AIAI (Workshops) 2019: 150-160.

Gkantouna, V., Papaioannou, V., Tzimas, G., & Sabic, Z. (2019), ‘An Approach for Domain-Specific Design Pattern Identification Based on Domain Ontology’, AIAI (Workshops) 2019: 125-137.

I.Perikos, S.Kardakis, M.Paraskevas and I.Hatzilygeroudis, “Hidden Markov Models for Sentiment Analysis in Social Media”, in Proc. of the 4th International Conference on Big Data, Cloud Computing, and Data Science Engineering (BCD 2019), May 29-31, 2019, Honolulu, Hawaii.

F.Grivokostopoulou, I.Perikos, M.Paraskevas and I.Hatzilygeroudis, “An Ontology-based Approach for User Modelling and Personalization in E-Learning Systems”, in Proc. of the 18th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2019), June 17-19, 2019, Beijing, China.