Michalis Agathocleous

According to our database, Michalis Agathocleous authored at least 8 papers between 2010 and 2022.

Collaborative distances:

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

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

Demo: FlockAI - A Framework for Rapidly Testing ML-Driven Drone Applications.

Demetris Trihinas, Michalis Agathocleous, Karlen Avogian

Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022

2021

FlockAI: A Testing Suite for ML-Driven Drone Applications.

Demetris Trihinas, Michalis Agathocleous, Karlen Avogian, Ioannis Katakis

Future Internet, 2021

Composable Energy Modeling for ML-Driven Drone Applications.

Demetris Trihinas, Michalis Agathocleous, Karlen Avogian

Proceedings of the IEEE International Conference on Cloud Engineering, 2021

2018

Convolutional Neural Networks in Combination with Support Vector Machines for Complex Sequential Data Classification.

Antreas Dionysiou, Michalis Agathocleous, Chris Christodoulou, Vasilis J. Promponas

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

2016

Training Bidirectional Recurrent Neural Network Architectures with the Scaled Conjugate Gradient Algorithm.

Michalis Agathocleous, Chris Christodoulou, Vasilis J. Promponas, Petros Kountouris, Vassilis Vassiliades

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

2012

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

2010

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

Proceedings of the Artificial Intelligence Applications and Innovations, 2010