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2020 – today
- 2022
[j3]Konstantinos Charalampous
, Michalis Agathocleous, Chris Christodoulou, Vasilis J. Promponas:
Solving the Protein Secondary Structure Prediction Problem With the Hessian Free Optimization Algorithm. IEEE Access 10: 27759-27770 (2022)- [c5]Demetris Trihinas, Michalis Agathocleous, Karlen Avogian:
Demo: FlockAI - A Framework for Rapidly Testing ML-Driven Drone Applications. ICDCS 2022: 1318-1321 - 2021
- [j2]Demetris Trihinas, Michalis Agathocleous, Karlen Avogian, Ioannis Katakis:
FlockAI: A Testing Suite for ML-Driven Drone Applications. Future Internet 13(12): 317 (2021) - [c4]Demetris Trihinas, Michalis Agathocleous, Karlen Avogian:
Composable Energy Modeling for ML-Driven Drone Applications. IC2E 2021: 231-237
2010 – 2019
- 2018
- [c3]Antreas Dionysiou, Michalis Agathocleous, Chris Christodoulou, Vasilis J. Promponas:
Convolutional Neural Networks in Combination with Support Vector Machines for Complex Sequential Data Classification. ICANN (2) 2018: 444-455 - 2016
- [c2]Michalis Agathocleous, Chris Christodoulou, Vasilis J. Promponas, Petros Kountouris, Vassilis Vassiliades:
Training Bidirectional Recurrent Neural Network Architectures with the Scaled Conjugate Gradient Algorithm. ICANN (1) 2016: 123-131 - 2012
- [j1]Petros Kountouris, Michalis Agathocleous, Vasilis J. Promponas, Georgia Christodoulou, Simos Hadjicostas, Vassilis Vassiliades, Chris Christodoulou:
A Comparative Study on Filtering Protein Secondary Structure Prediction. IEEE ACM Trans. Comput. Biol. Bioinform. 9(3): 731-739 (2012) - 2010
- [c1]Michalis Agathocleous, Georgia Christodoulou, Vasilis J. Promponas, Chris Christodoulou, Vassilis Vassiliades, Antonis Antoniou:
Protein Secondary Structure Prediction with Bidirectional Recurrent Neural Nets: Can Weight Updating for Each Residue Enhance Performance? AIAI 2010: 128-137
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