Our Publications

  • KG. Liakos, P. Busato, D. Moshou, S. Pearson, D. Bochtis, "Machine learning in agriculture: A review", Sensors, 2018

  • KG. Liakos, S. Moustakidis, G. Tsiotra, T. Bartzanas, D. Bochtis, C. Parisses, "Machine Learning Based Computational Analysis Method for Cattle Lameness Prediction", HAICTA, 2017

  • D. Katikaridis, D. Bechtsis, I. Menexes, KG. Liakos, D. Vlachos, D. Bochtis, "A Software Tool for Efficient Agricultural Logistics", HAICTA, 2017

  • KG. Liakos, GK. Georgakilas, S. Moustakidis, P. Karlsson, FC. Plessas, "Machine Learning for Hardware Trojan Detection: A Review", PACET, 2019

  • IS. Vlachos, K. Zagganas, MD. Paraskevopoulou, G. Georgakilas, D. Karagkouni, T. Vergoulis, T. Dalamagas, AG. Hatzigeorgiou, "DIANA-miRPath v3.0: deciphering microRNA function with experimental support", Nucleic Acids Research, 2015

  • MD. Paraskevopoulou, G. Georgakilas, N. Kostoulas, IS. Vlachos, T. Vergoulis, M. Reczko, C. Filippidis, T. Dalamagas, AG. Hatzigeorgiou, "DIANA-microT web server v5. 0: service integration into miRNA functional analysis workflows", Nucleic Acids Research, 2013

  • T. Vergoulis, IS. Vlachos, P. Alexiou, G. Georgakilas, M. Maragkakis, M. Reczko, S. Gerangelos, N. Koziris, T. Dalamagas, AG. Hatzigeorgiou, "TarBase 6.0: capturing the exponential growth of miRNA targets with experimental support", Nucleic Acids Research, 2012

Peer-Reviewed Articles

Peer-Reviewed Articles

Peer-Reviewed Articles

  • Georgakilas GK ... Liakos KG et al. MuStARD: a Deep Learning method for intra-and inter-species scanning identification of small RNA molecules. (accepted for publication in Scientific Reports)

Peer-Reviewed Articles

Peer-Reviewed Articles

Peer-Reviewed Articles

Peer-Reviewed Articles

Peer-Reviewed Articles

Peer-Reviewed Articles

Peer-Reviewed Articles

  • Paraskevopoulou MD*, Georgakilas GK* et al. DIANA-microT web server v5.0: service integration into miRNA functional analysis workflows. Nucleic Acids Research, 2013.

Peer-Reviewed Articles

Peer-Reviewed Articles

Peer-Reviewed Articles

Conference Proceedings

Conference Oral/Poster Presentations

  • Georgakilas GK. Deep Learning for intra- and inter-species mining for small RNAs. 3rd International Conference on the Long and the Short of Non-Coding RNAs, 2019. Oral presentation.

  • Georgakilas GK. Accurate identification of microRNA transcription start sites with Next Generation Sequencing and Machine Learning. 10th Conference of the Hellenic Society for Computational Biology and Bioinformatics in Athens, 2015. Oral presentation.

  • Georgakilas GK. Identification of microRNA transcription start sites by combining high-throughput experimental techniques and Machine Learning. The Long and Short of Non-Coding RNAs, 2015. Poster presentation.

  • Georgakilas GK. microTSS: Accurate identification of miRNA transcription start sites using Machine Learning on Next Generation Sequencing data. Seminar in University of Thessaly, Department of Electrical and Computer Engineering, 2014. Oral presentation.

  • Georgakilas GK. MicroRNA promoter analysis with Next Generation Sequencing data. Intelligent Systems for Molecular Biology, 2014. Poster presentation.

  • Georgakilas GK. DIANA-LncBase: A novel database of microRNA-lncRNA putative interactions. Genomic Medicine in the Mediterranean, 2013. Oral presentation.

  • Georgakilas GK. DIANA-miRPath v2.0: The Next Generation of Tools for miRNA Pathway Analysis. 8th conference of the Hellenic Society for Computational Biology and Bioinformatics, 2013. Poster presentation.

  • Georgakilas GK. TarBase 6.0: a database of more than 60,000 experimentally verified miRNA targets. Noncoding RNAs in Development and Cancer, 2013. Poster presentation.

Book Chapters

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