Konstantinos A. Theofilatos

Publication Activity (10 Years)

Years Active: 2010-2019
Publications (10 Years): 5

Top Topics

Protein Interaction

Gene Expression

Top Venues

Artif. Intell. Medicine

Publications

Jeffrey Gudin, Seferina Mavroudi, Aigli Korfiati, Konstantinos A. Theofilatos, Derek Dietze, Peter Hurwitz
A precision medicine approach for non-opioid pain therapy using a combination of multi-objective optimization and support vector regression. IISA (2019)
Michalis Stavridis, Aigli Korfiati, Georgios Sakellaropoulos, Seferina Mavroudi, Konstantinos A. Theofilatos
Non-coding RNA Sequences Identification and Classification Using a Multi-class and Multi-label Ensemble Technique. AIAI (Workshops) (2018)
Maria Tserirzoglou-Thoma, Konstantinos A. Theofilatos, Eleni Tsitsouli, Georgios Panges-Tserres, Christos Alexakos, Charalampos N. Moschopoulos, Georgios Alexopoulos, Konstantinos Giannoulis, Spiros Likothanassis, Seferina Mavroudi
Superclusteroid 2.0: A Web Tool for Processing Big Biological Networks. AIAI (2016)
Christos M. Dimitrakopoulos, Konstantinos A. Theofilatos, Andreas Pegkas, Spiros Likothanassis, Seferina Mavroudi
Predicting overlapping protein complexes from weighted protein interaction graphs by gradually expanding dense neighborhoods. Artif. Intell. Medicine 71 (2016)
Charalampos Michail, Aigli Korfiati, Konstantinos A. Theofilatos, Spiros Likothanassis, Seferina Mavroudi
On the Computational Prediction of miRNA Promoters. AIAI (2016)
Dimitrios Kleftogiannis, Konstantinos A. Theofilatos, Spiros Likothanassis, Seferina Mavroudi
YamiPred: A Novel Evolutionary Method for Predicting Pre-miRNAs and Selecting Relevant Features. IEEE ACM Trans. Comput. Biol. Bioinform. 12 (5) (2015)
Konstantinos A. Theofilatos, Niki Pavlopoulou, Christoforos Papasavvas, Spiros Likothanassis, Christos M. Dimitrakopoulos, Efstratios F. Georgopoulos, Charalampos N. Moschopoulos, Seferina Mavroudi
Predicting protein complexes from weighted protein-protein interaction graphs with a novel unsupervised methodology: Evolutionary enhanced Markov clustering. Artif. Intell. Medicine 63 (3) (2015)
Konstantina Karathanou, Konstantinos A. Theofilatos, Dimitris Kleftogiannis, Christos Alexakos, Spiros Likothanassis, Athanasios K. Tsakalidis, Seferina Mavroudi
ncRNAclass: A Web Platform for Non-Coding RNA Feature Calculation and MicroRNAs and Targets Prediction. Int. J. Artif. Intell. Tools 24 (1) (2015)
Aigli Korfiati, Konstantinos A. Theofilatos, Dimitris Kleftogiannis, Christos Alexakos, Spiros Likothanassis, Seferina Mavroudi
Predicting human miRNA target genes using a novel computational intelligent framework. Inf. Sci. 294 (2015)
Georgios Sermpinis, Charalampos Stasinakis, Konstantinos A. Theofilatos, Andreas S. Karathanasopoulos
Modeling, forecasting and trading the EUR exchange rates with hybrid rolling genetic algorithms - Support vector regression forecast combinations. Eur. J. Oper. Res. 247 (3) (2015)
Vasiliki Retsi, Ianthi Aggeliki Leonti, Aigli Korfiati, Konstantinos A. Theofilatos, Spiros Likothanassis, Seferina Mavroudi
Predicting and classifying short non-coding RNAs using a multiclass evolutionary methodology. EANN Workshops (2015)
Konstantinos A. Theofilatos, Christos M. Dimitrakopoulos, Spiros Likothanassis, Dimitris Kleftogiannis, Charalampos N. Moschopoulos, Christos Alexakos, Stergios Papadimitriou, Seferina Mavroudi
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. 42 (3) (2014)
Thomas Amorgianiotis, Konstantinos A. Theofilatos, Sovan Mitra, Efstratios F. Georgopoulos, Spiros Likothanassis
Integrating High Volume Financial Datasets to Achieve Profitable and Interpretable Short Term Trading with the FTSE100 Index. AIAI Workshops (2014)
Trisevgeni Rapakoulia, Konstantinos A. Theofilatos, Dimitris Kleftogiannis, Spiridon Likothanasis, Athanasios K. Tsakalidis, Seferina Mavroudi
EnsembleGASVR: a novel ensemble method for classifying missense single nucleotide polymorphisms. Bioinform. 30 (16) (2014)
Christos M. Dimitrakopoulos, Andreas Dimitris Vlantis, Konstantinos A. Theofilatos, Spiros Likothanassis, Seferina Mavroudi
A New Framework for Bridging the Gap from Protein-Protein Interactions to Biological Process Interactions. AIAI Workshops (2014)
Dimitris Kleftogiannis, Aigli Korfiati, Konstantinos A. Theofilatos, Spiros Likothanassis, Athanasios K. Tsakalidis, Seferina Mavroudi
Where we stand, where we are moving: Surveying computational techniques for identifying miRNA genes and uncovering their regulatory role. J. Biomed. Informatics 46 (3) (2013)
Georgios Sermpinis, Anastasia Fountouli, Konstantinos A. Theofilatos, Andreas S. Karathanasopoulos
Gene Expression Programming and Trading Strategies. AIAI (2013)
Athanasios Mitroulias, Konstantinos A. Theofilatos, Spiros Likothanassis, Seferina Mavroudi
AppendicitisScan Tool: A New Tool for the Efficient Classification of Childhood Abdominal Pain Clinical Cases Using Machine Learning Tools. EANN (2) (2013)
Georgios Sermpinis, Konstantinos A. Theofilatos, Andreas S. Karathanasopoulos, Efstratios F. Georgopoulos, Christian L. Dunis
Forecasting foreign exchange rates with adaptive neural networks using radial-basis functions and Particle Swarm Optimization. Eur. J. Oper. Res. 225 (3) (2013)
Christos M. Dimitrakopoulos, Konstantinos A. Theofilatos, Andreas Pegkas, Spiros Likothanassis, Seferina Mavroudi
Enhanced Weighted Restricted Neighborhood Search Clustering: A Novel Algorithm for Detecting Human Protein Complexes from Weighted Protein-Protein Interaction Graphs. EANN (2) (2013)
Konstantinos A. Theofilatos, Andreas S. Karathanasopoulos, Peter W. Middleton, Efstratios F. Georgopoulos, Spiros Likothanassis
Modeling and Trading FTSE100 Index Using a Novel Sliding Window Approach Which Combines Adaptive Differential Evolution and Support Vector Regression. AIAI (2013)
Stergios Papadimitriou, Seferina Mavroudi, Konstantinos A. Theofilatos, Spiridon Likothanasis
The software architecture for performing scientific computation with the JLAPACK libraries in ScalaLab. Sci. Program. 20 (4) (2012)
Aigli Korfiati, Dimitris Kleftogiannis, Konstantinos A. Theofilatos, Spiros Likothanassis, Athanasios K. Tsakalidis, Seferina Mavroudi
Predicting Human miRNA Target Genes Using a Novel Evolutionary Methodology. SETN (2012)
Konstantinos A. Theofilatos, Andreas S. Karathanasopoulos, Georgios Sermpinis, Thomas Amorgianiotis, Efstratios F. Georgopoulos, Spiros Likothanassis
Modelling and Trading the DJIA Financial Index Using Neural Networks Optimized with Adaptive Evolutionary Algorithms. EANN (2012)
Konstantinos A. Theofilatos, Christos M. Dimitrakopoulos, Dimitris Kleftogiannis, Charalampos N. Moschopoulos, Stergios Papadimitriou, Spiros Likothanassis, Seferina Mavroudi
HINT-KB: The Human Interactome Knowledge Base. AIAI (2) (2012)
Dimitris Kleftogiannis, Konstantinos A. Theofilatos, Stergios Papadimitriou, Athanasios K. Tsakalidis, Spiros Likothanassis, Seferina Mavroudi
ncRNA-Class Web Tool: Non-coding RNA Feature Extraction and Pre-miRNA Classification Web Tool. AIAI (2) (2012)
Konstantinos A. Theofilatos, Christos M. Dimitrakopoulos, Maria A. Antoniou, Efstratios F. Georgopoulos, Stergios Papadimitriou, Spiros Likothanassis, Seferina Mavroudi
Efficient Computational Prediction and Scoring of Human Protein-Protein Interactions Using a Novel Gene Expression Programming Methodology. EANN (2012)
Georgios Sermpinis, Konstantinos A. Theofilatos, Andreas S. Karathanasopoulos, Efstratios F. Georgopoulos, Christian L. Dunis
A Hybrid Radial Basis Function and Particle Swarm Optimization Neural Network Approach in Forecasting the EUR/GBP Exchange Rates Returns. EANN (2012)
Christos M. Dimitrakopoulos, Konstantinos A. Theofilatos, Efstratios F. Georgopoulos, Spiridon D. Likothanassis, Athanasios K. Tsakalidis, Seferina Mavroudi
Adaptive Filtering Techniques Combined with Natural Selection-Based Heuristic Algorithms in the Prediction of Protein-Protein Interactions. EANN/AIAI (1) (2011)
Vasileios Perlis, Charilaos Akasiadis, Konstantinos A. Theofilatos, Grigorios N. Beligiannis, Spyridon D. Lykothanasis
Applying Computational Intelligence Approaches to the Staff Scheduling Problem. IJCCI (ECTA-FCTA) (2011)
Andreas S. Karathanasopoulos, Konstantinos A. Theofilatos, Panagiotis M. Leloudas, Spiridon D. Likothanassis
Modeling the Ase 20 Greek Index Using Artificial Neural Networks Combined with Genetic Algorithms. ICANN (1) (2010)
Maria A. Antoniou, Efstratios F. Georgopoulos, Konstantinos A. Theofilatos, Spiridon D. Likothanassis
Forecasting Euro - United States Dollar Exchange Rate with Gene Expression Programming. AIAI (2010)
Maria A. Antoniou, Efstratios F. Georgopoulos, Konstantinos A. Theofilatos, Anastasios P. Vassilopoulos, Spiridon D. Likothanassis
A Gene Expression Programming Environment for Fatigue Modeling of Composite Materials. SETN (2010)