Georgios K. Georgakilas

According to our database, Georgios K. Georgakilas authored at least 19 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Towards a machine learning operations (MLOps) soft sensor for real-time predictions in industrial-scale fed-batch fermentation.

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

Comput. Chem. Eng., 2025

2024

Comparison of Machine Learning-Enhanced Dynamic Hybrid Models for a Nanobody Scorpion Antivenom Production with Escherichia Coli.

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

Proceedings of the Distributed Computing and Artificial Intelligence, 2024

A Soft Sensing Approach for Efficient Monitoring of Nanobody-Based Scorpion Antivenom Production.

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

Proceedings of the Distributed Computing and Artificial Intelligence, 2024

2022

DeepTSS: multi-branch convolutional neural network for transcription start site identification from CAGE data.

Dimitris Grigoriadis, Nikos Perdikopanis, Georgios K. Georgakilas, Artemis G. Hatzigeorgiou

BMC Bioinform., 2022

2021

DIANA-miRGen v4: indexing promoters and regulators for more than 1500 microRNAs.

Nikos Perdikopanis, Georgios K. Georgakilas, Dimitris Grigoriadis, Vasileios Pierros, Ioannis Kavakiotis, Panagiotis Alexiou, Artemis G. Hatzigeorgiou

Nucleic Acids Res., 2021

Hardware Trojan Classification at Gate-level Netlists based on Area and Power Machine Learning Analysis.

Konstantinos G. Liakos, Georgios K. Georgakilas, Fotis C. Plessas

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2021

2020

Conventional and machine learning approaches as countermeasures against hardware trojan attacks.

Konstantinos Liakos, Georgios K. Georgakilas, Serafeim P. Moustakidis, Nicolas Sklavos, Fotis C. Plessas

Microprocess. Microsystems, 2020

DiS-TSS: An Annotation Agnostic Algorithm for TSS Identification.

Dimitris Grigoriadis, Nikos Perdikopanis, Georgios K. Georgakilas, Artemis G. Hatzigeorgiou

Proceedings of the Bioinformatics and Biomedical Engineering, 2020

2016

DIANA-mirExTra v2.0: Uncovering microRNAs and transcription factors with crucial roles in NGS expression data.

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

Nucleic Acids Res., 2016

DIANA-LncBase v2: indexing microRNA targets on non-coding transcripts.

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

Nucleic Acids Res., 2016

DIANA-miRGen v3.0: accurate characterization of microRNA promoters and their regulators.

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

Nucleic Acids Res., 2016

2015

DIANA-miRPath v3.0: deciphering microRNA function with experimental support.

Ioannis S. Vlachos, Konstantinos Zagganas, Maria D. Paraskevopoulou, Georgios K. Georgakilas, Dimitra Karagkouni, Thanasis Vergoulis, Theodore Dalamagas, Artemis G. Hatzigeorgiou

Nucleic Acids Res., 2015

DIANA-TarBase v7.0: indexing more than half a million experimentally supported miRNA: mRNA interactions.

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

Nucleic Acids Res., 2015

mirPub: a database for searching microRNA publications.

Thanasis Vergoulis, Ilias Kanellos, Nikos Kostoulas, Georgios K. Georgakilas, Timos K. Sellis, Artemis G. Hatzigeorgiou, Theodore Dalamagas

Bioinform., 2015

MirPub v2: Towards Ranking and Refining miRNA Publication Search Results.

Ilias Kanellos, Vasiliki Vlachokyriakou, Thanasis Vergoulis, Georgios K. Georgakilas, Yannis Vassiliou, Artemis G. Hatzigeorgiou, Theodore Dalamagas

Proceedings of the Research and Advanced Technology for Digital Libraries, 2015

2013

DIANA-microT web server v5.0: service integration into miRNA functional analysis workflows.

Maria D. Paraskevopoulou, Georgios K. Georgakilas, Nikos Kostoulas, Ioannis S. Vlachos, Thanasis Vergoulis, Martin Reczko, Christos Filippidis, Theodore Dalamagas, Artemis G. Hatzigeorgiou

Nucleic Acids Res., 2013

DIANA-LncBase: experimentally verified and computationally predicted microRNA targets on long non-coding RNAs.

Maria D. Paraskevopoulou, Georgios K. Georgakilas, Nikos Kostoulas, Martin Reczko, Manolis Maragkakis, Theodore M. Dalamagas, Artemis G. Hatzigeorgiou

Nucleic Acids Res., 2013

2012

DIANA miRPath v.2.0: investigating the combinatorial effect of microRNAs in pathways.

Ioannis S. Vlachos, Nikos Kostoulas, Thanasis Vergoulis, Georgios K. Georgakilas, Martin Reczko, Manolis Maragkakis, Maria D. Paraskevopoulou, Kostantinos Prionidis, Theodore Dalamagas, Artemis G. Hatzigeorgiou

Nucleic Acids Res., 2012

TarBase 6.0: capturing the exponential growth of miRNA targets with experimental support.

Thanasis Vergoulis, Ioannis S. Vlachos, Panagiotis Alexiou, George Georgakilas, Manolis Maragkakis, Martin Reczko, Stefanos Gerangelos, Nectarios Koziris, Theodore Dalamagas, Artemis G. Hatzigeorgiou

Nucleic Acids Res., 2012