School of Informatics AUTh
Nalmpantis C., Vrakas D. (2019) Signal2Vec: Time Series Embedding Representation. In: Macintyre J., Iliadis L., Maglogiannis I., Jayne C. (eds) Engineering Applications of Neural Networks. EANN 2019. Communications in Computer and Information Science, vol 1000. Springer, Cham
Kyrkou L., Nalmpantis C., Vrakas D. (2019) Imaging Time-Series for NILM. In: Macintyre J., Iliadis L., Maglogiannis I., Jayne C. (eds) Engineering Applications of Neural Networks. EANN 2019. Communications in Computer and Information Science, vol 1000. Springer, Cham
Symeonidis N., Nalmpantis C., Vrakas D. (2019) A Benchmark Framework to Evaluate Energy Disaggregation Solutions. In: Macintyre J., Iliadis L., Maglogiannis I., Jayne C. (eds) Engineering Applications of Neural Networks. EANN 2019. Communications in Computer and Information Science, vol 1000. Springer, Cham
C. Nalmpantis, A. Lentzas and D. Vrakas, "A Theoretical Analysis of Pooling Operation Using Information Theory," 2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI), Portland, OR, USA, 2019, pp. 1729-1733
A. Lentzas, C. Nalmpantis, D. Vrakas (2019) Hyperparameter Tuning using Quantum Genetic Algorithms. In: 2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI), Portland, OR, USA, 2019, pp. 1412-1416.
A. Lentzas, A. Agapitos, D. Vrakas (2019). Evaluating state-of-the-art classifiers for human activity recognition using smartphones. In: 3rd IET International Conference on Technologies for Active and Assisted Living (TechAAL 2019).
Bin Liu, Grigorios Tsoumakas, (2019) Synthetic Oversampling of Multi-Label Data based on Local Label Distribution: Supplementary Material, ECML-PKDD
D. Dimitriadis, G. Tsoumakas (2019) Word embeddings and external resources for answer processing in biomedical factoid question answering, Journal of biomedical informatics, 92, 103118.
A. Nentidis, A. Krithara, G. Tsoumakas, G. Paliouras (2019) Beyond MeSH: Fine-Grained Semantic Indexing of Biomedical Literature based on Weak Supervision, 32th IEEE CBMS International Symposium on Computer-Based Medical Systems
A. Koufakis, E. S. Rigas, N. Bassiliades and S. D. Ramchurn, "Offline and Online Electric Vehicle Charging Scheduling with V2V Energy Transfer," IEEE Transactions on Intelligent Transportation Systems, vol. 21, no. 5, pp. 2128-2138, May 2020, doi: 10.1109/TITS.2019.2914087.
I. Gkourtzounis, E. Rigas, N. Bassiliades, “Towards Online Electric Vehicle Scheduling for Mobility-On-Demand Schemes”, 16th European Conference on Multi-Agent Systems (EUMAS 2018), 6-7 Dec 2018, Bergen, Norway, LNCS, vol 11450, Springer, 2019, pp 94-108
A. Lagopoulos, G. Tsoumakas, G. Papadopoulos (2018) Web Robot Detection: A Semantic Approach, 30th International Conference on Tools with Artificial Intelligence (ICTAI 2018)
B. Liu, G. Tsoumakas, (2018) Making Classifier Chains Resilient to Class Imbalance, 10th Asian Conference on Machine Learning (ACML 2018), Beijing, China
K. Kravari, N. Bassiliades, “A Rule-Based eCommerce Methodology for the IoT Using Trustworthy Intelligent Agents and Microservices”, Proc. 2nd International Joint Conference on Rules and Reasoning (RuleML+RR 2018), 18-21 Sep 2018, Luxembourg, Lecture Notes in Computer Science, vol 11092, Springer, pp. 302-309.
N. Bassiliades, “SWRL2SPIN: Converting SWRL to SPIN”, 12th International Rule Challenge, part of 2nd International Joint Conference on Rules and Reasoning (RuleML+RR 2018), Luxembourg, 18-21 Sep 2018, CEUR Workshop Proceedings, Vol. 2204.
Papanikolaou, Y., Tsoumakas, G. (2018) Subset Labeled LDA: A Topic Model for Extreme Multi-Label Classification, In Proceedings of the 20th International Conference on Big Data Analytics and Knowledge Discovery (DaWaK 2018), Regensburg, Germany, September 3-6, 2018.
A. Minas, A. Lagopoulos, G. Tsoumakas (2018) Aristotle University's Approach to the Technologically Assisted Reviews in Empirical Medicine Task of the 2018 CLEF eHealth Lab, eHealth Lab of the 9th Conference and Labs of the Evaluation Forum (CLEF 2018)
A. Lagopoulos, A. Anagnostou, A. Minas, G. Tsoumakas (2018) Learning-to-Rank and Relevance Feedback for Literature Appraisal in Empirical Medicine, Conference and Labs of the Evaluation Forum (CLEF 2018)
K. Kravari, M. Ustyantseva, N. Bassiliades, “DRAMa: An IoT-enabled Distributed Reputa-tion Agent Model”, 10th Hellenic Conference on Artificial Intelligence (SETN’18), Patra, July 9-11, 2018, ACM, Article 33, 4 pages.
N. Bassiliades, N. Spanoudakis, A. Kakas, “Towards Multipolicy Argumentation”, 10th Hellenic Conference on Artificial Intelligence (SETN’18), Patra, July 9-11, 2018, ACM, Article 24, 10 pages.
