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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
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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).
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Bin Liu, Grigorios Tsoumakas, (2019) Synthetic Oversampling of Multi-Label Data based on Local Label Distribution: Supplementary Material, ECML-PKDD
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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
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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.
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