Browsing Τμήμα Πληροφορικής / Department of Computer Science by Author "Promponas, Vasilis J."
Now showing items 1-12 of 12
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Conference Object
Clockwork Recurrent Neural Networks for fast and accurate protein secondary structure prediction
Dimitriou, P.; Agathocleous, Michalis; Christodoulou, Chris; Promponas, Vasilis J. (University of Cyprus, 2018)
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Article
A comparative study on filtering protein secondary structure prediction
Kountouris, P.; Agathocleous, Michalis; Promponas, Vasilis J.; Christodoulou, Georgia; Hadjicostas, S.; Vassiliades, Vassilis; Christodoulou, Chris C. (2012)Filtering of Protein Secondary Structure Prediction (PSSP) aims to provide physicochemically realistic results, while it usually improves the predictive performance. We performed a comparative study on this challenging ...
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Article
Editorial intelligent biomedical systems
Kyriacou, Efthyvoulos C.; Promponas, Vasilis J.; Maglogiannis, I.; Schizas, Christos N.; Pattichis, Constantinos S. (2014)
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Conference Object
Fast and accurate protein secondary structure prediction using Clockwork Recurrent Neural Networks
Dimitriou, P.; Agathocleous, Michalis; Christodoulou, Chris; Promponas, Vasilis J. (Hellenic Society for Computational Biology and Bioinformatics, 2018)
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Guest editorial: Computational solutions to large-scale data management and analysis in translational and personalized medicine
Tsiknakis, Manolis N.; Promponas, Vasilis J.; Graf, N.; Wang, M. D.; Wong, S. T. C.; Bourbakis, Nikolaos G.; Pattichis, Constantinos S. (2014)
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A Hybrid Machine Learning Algorithm for Complex Sequential Data Classification, Using a Novel Data Representation Method
Dionysiou, A.; Agathocleous, Michalis; Christodoulou, Chris; Promponas, Vasilis J. (University of Cyprus, 2018)
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Article
LiSIs: An online scientific workflow system for virtual screeningAAA
Kannas, Christos C.; Kalvari, Ioanna; Lambrinidis, George; Neophytou, Christiana M.; Savva, Christiana G.; Kirmitzoglou, Ioannis K.; Antoniou, Zinonas C.; Achilleos, Kleo G.; Scherf, D.; Pitta, Chara A.; Nicolaou, Christos A.; Mikros, Emmanuel; Promponas, Vasilis J.; Gerhauser, C.; Mehta, R. G.; Constantinou, Andreas I.; Pattichis, Constantinos S. (2015)Modern methods of drug discovery and development in recent years make a wide use of computational algorithms. These methods utilise Virtual Screening (VS), which is the computational counterpart of experimental screening. ...
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Open source workflow systems in life sciences informatics
Achilleos, Kleo G.; Kannas, Christos C.; Nicolaou, Christos A.; Pattichis, Constantinos S.; Promponas, Vasilis J. (2012)A simple yet powerful programming tool enabling in silico experimentation, end-to-end data management through web services as well as use of grid and cloud processing power is scientific workflows. This technology is ...
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Protein secondary structure prediction with bidirectional recurrent neural nets: Can weight updating for each residue enhance performance?
Agathocleous, Michalis; Christodoulou, Georgia; Promponas, Vasilis J.; Christodoulou, Chris C.; Vassiliades, Vassilis; Antoniou, Antonis (2010)Successful protein secondary structure prediction is an important step towards modelling protein 3D structure, with several practical applications. Even though in the last four decades several PSSP algorithms have been ...
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Article
Training bidirectional recurrent neural network architectures with the scaled conjugate gradient algorithm
Agathocleous, Michalis; Christodoulou, Chris C.; Promponas, Vasilis J.; Kountouris, P.; Vassiliades, Vassilis (2016)Predictions on sequential data, when both the upstream and downstream information is important, is a difficult and challenging task. The Bidirectional Recurrent Neural Network (BRNN) architecture has been designed to deal ...
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Welcome address
Bourbakis, Nikolaos G.; Pattichis, Constantinos S.; Schneider, R.; Kyriacou, Efthyvoulos C.; Andrade, M.; Promponas, Vasilis J.; Schizas, Christos N. (2012)Conference proceedings front matter may contain various advertisements, welcome messages, committee or program information, and other miscellaneous conference information. This may in some cases also include the cover art, ...
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A workflow system for virtual screening in cancer chemoprevention
Kannas, Christos C.; Achilleos, Kleo G.; Antoniou, Zinonas C.; Nicolaou, Christos A.; Pattichis, Constantinos S.; Kalvari, Ioanna; Kirmitzoglou, Ioannis K.; Promponas, Vasilis J. (2012)Computer-aided drug discovery techniques have been widely used in recent years to support the development of new pharmaceuticals. Virtual screening, the computational counterpart of experimental screening, attempts to ...