Protein Secondary Structure Prediction with Bidirectional Recurrent Neural Nets: Can Weight Updating for Each Residue Enhance Performance? - Michalis Agathocleous; Georgia Christodoulou; Vasilis J. Promponas; Chris Christodoulou; Vassilis Vassiliades; Antonis Antoniou (AIAI, 2010)

A Comparative Study on Filtering Protein Secondary Structure Prediction. - Petros Kountouris; Michalis Agathocleous; Vasilis J. Promponas; Georgia Christodoulou; Simos Hadjicostas; Vassilis Vassiliades; Chris Christodoulou (IEEE ACM Trans. Comput. Biol. Bioinform., 2012)

Training Bidirectional Recurrent Neural Network Architectures with the Scaled Conjugate Gradient Algorithm. - Michalis Agathocleous; Chris Christodoulou; Vasilis J. Promponas; Petros Kountouris; Vassilis Vassiliades (ICANN (1), 2016)

Convolutional Neural Networks in Combination with Support Vector Machines for Complex Sequential Data Classification. - Antreas Dionysiou; Michalis Agathocleous; Chris Christodoulou; Vasilis J. Promponas (ICANN (2), 2018)

Composable Energy Modeling for ML-Driven Drone Applications. - Demetris Trihinas; Michalis Agathocleous; Karlen Avogian (IC2E, 2021)

FlockAI: A Testing Suite for ML-Driven Drone Applications. - Demetris Trihinas; Michalis Agathocleous; Karlen Avogian; Ioannis Katakis 001 (Future Internet, 2021)

Demo: FlockAI - A Framework for Rapidly Testing ML-Driven Drone Applications. - Demetris Trihinas; Michalis Agathocleous; Karlen Avogian (ICDCS, 2022)

Solving the Protein Secondary Structure Prediction Problem With the Hessian Free Optimization Algorithm. - Konstantinos Charalampous; Michalis Agathocleous; Chris Christodoulou; Vasilis J. Promponas (IEEE Access, 2022)