Georgios K. Georgakilas

18 papers B 1Journal 13Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Towards a machine learning operations (MLOps) soft sensor for real-time predictions in industrial-scale fed-batch fermentation.
Comput. Chem. Eng.
Brett Metcalfe, Juan C. Acosta-Pavas, Carlos Eduardo Robles-Rodríguez, Georgios K. Georgakilas, Theodore Dalamagas, Cesar Arturo Aceves-Lara, Fayza Daboussi, Jasper J. Koehorst, David Camilo Corrales
2024 — conf
A Soft Sensing Approach for Efficient Monitoring of Nanobody-Based Scorpion Antivenom Production.
DCAI (1)
Juan C. Acosta-Pavas, David Camilo Corrales, Irene Martínez-Menéndez, Susana María Alonso Villela, Balkiss Bouhaouala-Zahar, Georgios K. Georgakilas, Konstantinos Mexis, Stefanos Xenios, Theodore Dalamagas, Antonis Kokosis, Michael O'donohue, Luc Fillaudeau, César Arturo Aceves-Lara
2024 — conf
Comparison of Machine Learning-Enhanced Dynamic Hybrid Models for a Nanobody Scorpion Antivenom Production with Escherichia Coli.
DCAI (1)
Irene Martínez-Menéndez, Juan C. Acosta-Pavas, David Camilo Corrales, Susana María Alonso Villela, Balkiss Bouhaouala-Zahar, Georgios K. Georgakilas, Konstantinos Mexis, Stefanos Xenios, Theodore Dalamagas, Antonis Kokosis, Michael O'donohue, Luc Fillaudeau, Nadia Boukhelifa, Alberto Tonda, César Arturo Aceves-Lara
2022 J jnl
DeepTSS: multi-branch convolutional neural network for transcription start site identification from CAGE data.
BMC Bioinform.
Dimitris Grigoriadis, Nikos Perdikopanis, Georgios K. Georgakilas, Artemis G. Hatzigeorgiou
2021 J jnl
DIANA-miRGen v4: indexing promoters and regulators for more than 1500 microRNAs.
Nucleic Acids Res.
Nikos Perdikopanis, Georgios K. Georgakilas, Dimitris Grigoriadis, Vasileios Pierros, Ioannis Kavakiotis, Panagiotis Alexiou, Artemis G. Hatzigeorgiou
2021 — conf
Hardware Trojan Classification at Gate-level Netlists based on Area and Power Machine Learning Analysis.
ISVLSI
Konstantinos G. Liakos, Georgios K. Georgakilas, Fotis C. Plessas
2020 J jnl
Conventional and machine learning approaches as countermeasures against hardware trojan attacks.
Microprocess. Microsystems
Konstantinos Liakos, Georgios K. Georgakilas, Serafeim P. Moustakidis, Nicolas Sklavos, Fotis C. Plessas
2020 — conf
DiS-TSS: An Annotation Agnostic Algorithm for TSS Identification.
IWBBIO
Dimitris Grigoriadis, Nikos Perdikopanis, Georgios K. Georgakilas, Artemis G. Hatzigeorgiou
2016 J jnl
DIANA-LncBase v2: indexing microRNA targets on non-coding transcripts.
Nucleic Acids Res.
Maria D. Paraskevopoulou, Ioannis S. Vlachos, Dimitra Karagkouni, Georgios K. Georgakilas, Ilias Kanellos, Thanasis Vergoulis, Konstantinos Zagganas, Panayiotis Tsanakas, Evangelos Floros, Theodore Dalamagas, Artemis G. Hatzigeorgiou
2016 J jnl
DIANA-miRGen v3.0: accurate characterization of microRNA promoters and their regulators.
Nucleic Acids Res.
Georgios K. Georgakilas, Ioannis S. Vlachos, Konstantinos Zagganas, Thanasis Vergoulis, Maria D. Paraskevopoulou, Ilias Kanellos, Panayiotis Tsanakas, Dimitris Dellis, Athanasios Fevgas, Theodore Dalamagas, Artemis G. Hatzigeorgiou
2016 J jnl
DIANA-mirExTra v2.0: Uncovering microRNAs and transcription factors with crucial roles in NGS expression data.
Nucleic Acids Res.
Ioannis S. Vlachos, Thanasis Vergoulis, Maria D. Paraskevopoulou, Filopoimin Lykokanellos, Georgios K. Georgakilas, Penny Georgiou, Serafeim Chatzopoulos, Dimitra Karagkouni, Foteini Christodoulou, Theodore Dalamagas, Artemis G. Hatzigeorgiou
2015 J jnl
DIANA-TarBase v7.0: indexing more than half a million experimentally supported miRNA: mRNA interactions.
Nucleic Acids Res.
Ioannis S. Vlachos, Maria D. Paraskevopoulou, Dimitra Karagkouni, Georgios K. Georgakilas, Thanasis Vergoulis, Ilias Kanellos, Ioannis-Laertis Anastasopoulos, Sofia Maniou, Konstantina Karathanou, Despina Kalfakakou, Athanasios Fevgas, Theodore Dalamagas, Artemis G. Hatzigeorgiou
2015 J jnl
DIANA-miRPath v3.0: deciphering microRNA function with experimental support.
Nucleic Acids Res.
Ioannis S. Vlachos, Konstantinos Zagganas, Maria D. Paraskevopoulou, Georgios K. Georgakilas, Dimitra Karagkouni, Thanasis Vergoulis, Theodore Dalamagas, Artemis G. Hatzigeorgiou
2015 B conf
MirPub v2: Towards Ranking and Refining miRNA Publication Search Results.
TPDL
Ilias Kanellos, Vasiliki Vlachokyriakou, Thanasis Vergoulis, Georgios K. Georgakilas, Yannis Vassiliou, Artemis G. Hatzigeorgiou, Theodore Dalamagas
2015 J jnl
mirPub: a database for searching microRNA publications.
Bioinform.
Thanasis Vergoulis, Ilias Kanellos, Nikos Kostoulas, Georgios K. Georgakilas, Timos K. Sellis, Artemis G. Hatzigeorgiou, Theodore Dalamagas
2013 J jnl
DIANA-LncBase: experimentally verified and computationally predicted microRNA targets on long non-coding RNAs.
Nucleic Acids Res.
Maria D. Paraskevopoulou, Georgios K. Georgakilas, Nikos Kostoulas, Martin Reczko, Manolis Maragkakis, Theodore M. Dalamagas, Artemis G. Hatzigeorgiou
2013 J jnl
DIANA-microT web server v5.0: service integration into miRNA functional analysis workflows.
Nucleic Acids Res.
Maria D. Paraskevopoulou, Georgios K. Georgakilas, Nikos Kostoulas, Ioannis S. Vlachos, Thanasis Vergoulis, Martin Reczko, Christos Filippidis, Theodore Dalamagas, Artemis G. Hatzigeorgiou
2012 J jnl
DIANA miRPath v.2.0: investigating the combinatorial effect of microRNAs in pathways.
Nucleic Acids Res.
Ioannis S. Vlachos, Nikos Kostoulas, Thanasis Vergoulis, Georgios K. Georgakilas, Martin Reczko, Manolis Maragkakis, Maria D. Paraskevopoulou, Kostantinos Prionidis, Theodore Dalamagas, Artemis G. Hatzigeorgiou