Konstantinos A. Theofilatos
Orcid: 0000-0001-5284-9928
According to our database1,
Konstantinos A. Theofilatos
authored at least 33 papers
between 2010 and 2019.
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Bibliography
2019
A precision medicine approach for non-opioid pain therapy using a combination of multi-objective optimization and support vector regression.
Proceedings of the 10th International Conference on Information, 2019
2018
Non-coding RNA Sequences Identification and Classification Using a Multi-class and Multi-label Ensemble Technique.
Proceedings of the Artificial Intelligence Applications and Innovations, 2018
2016
Predicting overlapping protein complexes from weighted protein interaction graphs by gradually expanding dense neighborhoods.
Artif. Intell. Medicine, 2016
Proceedings of the Artificial Intelligence Applications and Innovations, 2016
Proceedings of the Artificial Intelligence Applications and Innovations, 2016
2015
YamiPred: A Novel Evolutionary Method for Predicting Pre-miRNAs and Selecting Relevant Features.
IEEE ACM Trans. Comput. Biol. Bioinform., 2015
Predicting human miRNA target genes using a novel computational intelligent framework.
Inf. Sci., 2015
ncRNAclass: A Web Platform for Non-Coding RNA Feature Calculation and MicroRNAs and Targets Prediction.
Int. J. Artif. Intell. Tools, 2015
Modeling, forecasting and trading the EUR exchange rates with hybrid rolling genetic algorithms - Support vector regression forecast combinations.
Eur. J. Oper. Res., 2015
Predicting protein complexes from weighted protein-protein interaction graphs with a novel unsupervised methodology: Evolutionary enhanced Markov clustering.
Artif. Intell. Medicine, 2015
Predicting and classifying short non-coding RNAs using a multiclass evolutionary methodology.
Proceedings of the Workshop Proceedings of the 16th International Conference on Engineering Applications of Neural Networks, 2015
2014
EnsembleGASVR: a novel ensemble method for classifying missense single nucleotide polymorphisms.
Bioinform., 2014
The Human Interactome Knowledge Base (HINT-KB): an integrative human protein interaction database enriched with predicted protein-protein interaction scores using a novel hybrid technique.
Artif. Intell. Rev., 2014
A New Framework for Bridging the Gap from Protein-Protein Interactions to Biological Process Interactions.
Proceedings of the Artificial Intelligence Applications and Innovations, 2014
Integrating High Volume Financial Datasets to Achieve Profitable and Interpretable Short Term Trading with the FTSE100 Index.
Proceedings of the Artificial Intelligence Applications and Innovations, 2014
2013
Where we stand, where we are moving: Surveying computational techniques for identifying miRNA genes and uncovering their regulatory role.
J. Biomed. Informatics, 2013
Forecasting foreign exchange rates with adaptive neural networks using radial-basis functions and Particle Swarm Optimization.
Eur. J. Oper. Res., 2013
Modeling and Trading FTSE100 Index Using a Novel Sliding Window Approach Which Combines Adaptive Differential Evolution and Support Vector Regression.
Proceedings of the Artificial Intelligence Applications and Innovations, 2013
Proceedings of the Artificial Intelligence Applications and Innovations, 2013
AppendicitisScan Tool: A New Tool for the Efficient Classification of Childhood Abdominal Pain Clinical Cases Using Machine Learning Tools.
Proceedings of the Engineering Applications of Neural Networks, 2013
Enhanced Weighted Restricted Neighborhood Search Clustering: A Novel Algorithm for Detecting Human Protein Complexes from Weighted Protein-Protein Interaction Graphs.
Proceedings of the Engineering Applications of Neural Networks, 2013
2012
The software architecture for performing scientific computation with the JLAPACK libraries in ScalaLab.
Sci. Program., 2012
Proceedings of the Artificial Intelligence: Theories and Applications, 2012
Proceedings of the Artificial Intelligence Applications and Innovations, 2012
ncRNA-Class Web Tool: Non-coding RNA Feature Extraction and Pre-miRNA Classification Web Tool.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012
Modelling and Trading the DJIA Financial Index Using Neural Networks Optimized with Adaptive Evolutionary Algorithms.
Proceedings of the Engineering Applications of Neural Networks, 2012
Efficient Computational Prediction and Scoring of Human Protein-Protein Interactions Using a Novel Gene Expression Programming Methodology.
Proceedings of the Engineering Applications of Neural Networks, 2012
A Hybrid Radial Basis Function and Particle Swarm Optimization Neural Network Approach in Forecasting the EUR/GBP Exchange Rates Returns.
Proceedings of the Engineering Applications of Neural Networks, 2012
2011
Applying Computational Intelligence Approaches to the Staff Scheduling Problem.
Proceedings of the ECTA and FCTA 2011, 2011
Adaptive Filtering Techniques Combined with Natural Selection-Based Heuristic Algorithms in the Prediction of Protein-Protein Interactions.
Proceedings of the Engineering Applications of Neural Networks, 2011
2010
A Gene Expression Programming Environment for Fatigue Modeling of Composite Materials.
Proceedings of the Artificial Intelligence: Theories, 2010
Forecasting Euro - United States Dollar Exchange Rate with Gene Expression Programming.
Proceedings of the Artificial Intelligence Applications and Innovations, 2010
Modeling the Ase 20 Greek Index Using Artificial Neural Networks Combined with Genetic Algorithms.
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010