Konstantinos A. Theofilatos

34 papers C 4Misc 5Journal 11Unranked 14
YearRankTypeTitle / Venue / Authors
2022 — conf
A review on computational tools for analytical visualisation and molecular interactions of sncRNAs: prospects in NDDs.
DETERMINED
Konstantinos Panagiotopoulos, Lolia Ibanibo, Benedetta Perrone, Caterina Marchetti, Martina Tumsich, Giovanni Traetta, Konstantinos A. Theofilatos, Marco Agostino Deriu
2019 — conf
A precision medicine approach for non-opioid pain therapy using a combination of multi-objective optimization and support vector regression.
IISA
Jeffrey Gudin, Seferina Mavroudi, Aigli Korfiati, Konstantinos A. Theofilatos, Derek Dietze, Peter Hurwitz
2018 — conf
Non-coding RNA Sequences Identification and Classification Using a Multi-class and Multi-label Ensemble Technique.
AIAI (Workshops)
Michalis Stavridis, Aigli Korfiati, Georgios Sakellaropoulos, Seferina Mavroudi, Konstantinos A. Theofilatos
2016 Misc conf
On the Computational Prediction of miRNA Promoters.
AIAI
Charalampos Michail, Aigli Korfiati, Konstantinos A. Theofilatos, Spiros Likothanassis, Seferina Mavroudi
2016 J jnl
Predicting overlapping protein complexes from weighted protein interaction graphs by gradually expanding dense neighborhoods.
Artif. Intell. Medicine
Christos M. Dimitrakopoulos, Konstantinos A. Theofilatos, Andreas Pegkas, Spiros Likothanassis, Seferina Mavroudi
2016 Misc conf
Superclusteroid 2.0: A Web Tool for Processing Big Biological Networks.
AIAI
Maria Tserirzoglou-Thoma, Konstantinos A. Theofilatos, Eleni Tsitsouli, Georgios Panges-Tserres, Christos Alexakos, Charalampos N. Moschopoulos, Georgios Alexopoulos, Konstantinos Giannoulis, Spiros Likothanassis, Seferina Mavroudi
2015 J jnl
Modeling, forecasting and trading the EUR exchange rates with hybrid rolling genetic algorithms - Support vector regression forecast combinations.
Eur. J. Oper. Res.
Georgios Sermpinis, Charalampos Stasinakis, Konstantinos A. Theofilatos, Andreas S. Karathanasopoulos
2015 — conf
Predicting and classifying short non-coding RNAs using a multiclass evolutionary methodology.
EANN Workshops
Vasiliki Retsi, Ianthi Aggeliki Leonti, Aigli Korfiati, Konstantinos A. Theofilatos, Spiros Likothanassis, Seferina Mavroudi
2015 J jnl
Predicting human miRNA target genes using a novel computational intelligent framework.
Inf. Sci.
Aigli Korfiati, Konstantinos A. Theofilatos, Dimitris Kleftogiannis, Christos Alexakos, Spiros Likothanassis, Seferina Mavroudi
2015 J jnl
Predicting protein complexes from weighted protein-protein interaction graphs with a novel unsupervised methodology: Evolutionary enhanced Markov clustering.
Artif. Intell. Medicine
Konstantinos A. Theofilatos, Niki Pavlopoulou, Christoforos Papasavvas, Spiros Likothanassis, Christos M. Dimitrakopoulos, Efstratios F. Georgopoulos, Charalampos N. Moschopoulos, Seferina Mavroudi
2015 J jnl
YamiPred: A Novel Evolutionary Method for Predicting Pre-miRNAs and Selecting Relevant Features.
IEEE ACM Trans. Comput. Biol. Bioinform.
Dimitrios Kleftogiannis, Konstantinos A. Theofilatos, Spiros Likothanassis, Seferina Mavroudi
2015 J jnl
ncRNAclass: A Web Platform for Non-Coding RNA Feature Calculation and MicroRNAs and Targets Prediction.
Int. J. Artif. Intell. Tools
Konstantina Karathanou, Konstantinos A. Theofilatos, Dimitris Kleftogiannis, Christos Alexakos, Spiros Likothanassis, Athanasios K. Tsakalidis, Seferina Mavroudi
2014 — conf
A New Framework for Bridging the Gap from Protein-Protein Interactions to Biological Process Interactions.
AIAI (Workshops)
Christos M. Dimitrakopoulos, Andreas Dimitris Vlantis, Konstantinos A. Theofilatos, Spiros Likothanassis, Seferina Mavroudi
2014 J jnl
EnsembleGASVR: a novel ensemble method for classifying missense single nucleotide polymorphisms.
Bioinform.
Trisevgeni Rapakoulia, Konstantinos A. Theofilatos, Dimitris Kleftogiannis, Spiridon Likothanasis, Athanasios K. Tsakalidis, Seferina Mavroudi
2014 — conf
Integrating High Volume Financial Datasets to Achieve Profitable and Interpretable Short Term Trading with the FTSE100 Index.
AIAI (Workshops)
Thomas Amorgianiotis, Konstantinos A. Theofilatos, Sovan Mitra, Efstratios F. Georgopoulos, Spiros Likothanassis
2014 J jnl
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.
Konstantinos A. Theofilatos, Christos M. Dimitrakopoulos, Spiros Likothanassis, Dimitris Kleftogiannis, Charalampos N. Moschopoulos, Christos Alexakos, Stergios Papadimitriou, Seferina Mavroudi
2013 — conf
AppendicitisScan Tool: A New Tool for the Efficient Classification of Childhood Abdominal Pain Clinical Cases Using Machine Learning Tools.
EANN (2)
Athanasios Mitroulias, Konstantinos A. Theofilatos, Spiros Likothanassis, Seferina Mavroudi
2013 — conf
Enhanced Weighted Restricted Neighborhood Search Clustering: A Novel Algorithm for Detecting Human Protein Complexes from Weighted Protein-Protein Interaction Graphs.
EANN (2)
Christos M. Dimitrakopoulos, Konstantinos A. Theofilatos, Andreas Pegkas, Spiros Likothanassis, Seferina Mavroudi
2013 J jnl
Forecasting foreign exchange rates with adaptive neural networks using radial-basis functions and Particle Swarm Optimization.
Eur. J. Oper. Res.
Georgios Sermpinis, Konstantinos A. Theofilatos, Andreas S. Karathanasopoulos, Efstratios F. Georgopoulos, Christian L. Dunis
2013 Misc conf
Gene Expression Programming and Trading Strategies.
AIAI
Georgios Sermpinis, Anastasia Fountouli, Konstantinos A. Theofilatos, Andreas S. Karathanasopoulos
2013 Misc conf
Modeling and Trading FTSE100 Index Using a Novel Sliding Window Approach Which Combines Adaptive Differential Evolution and Support Vector Regression.
AIAI
Konstantinos A. Theofilatos, Andreas S. Karathanasopoulos, Peter W. Middleton, Efstratios F. Georgopoulos, Spiros Likothanassis
2013 J jnl
Where we stand, where we are moving: Surveying computational techniques for identifying miRNA genes and uncovering their regulatory role.
J. Biomed. Informatics
Dimitris Kleftogiannis, Aigli Korfiati, Konstantinos A. Theofilatos, Spiros Likothanassis, Athanasios K. Tsakalidis, Seferina Mavroudi
2012 C conf
A Hybrid Radial Basis Function and Particle Swarm Optimization Neural Network Approach in Forecasting the EUR/GBP Exchange Rates Returns.
EANN
Georgios Sermpinis, Konstantinos A. Theofilatos, Andreas S. Karathanasopoulos, Efstratios F. Georgopoulos, Christian L. Dunis
2012 C conf
Efficient Computational Prediction and Scoring of Human Protein-Protein Interactions Using a Novel Gene Expression Programming Methodology.
EANN
Konstantinos A. Theofilatos, Christos M. Dimitrakopoulos, Maria A. Antoniou, Efstratios F. Georgopoulos, Stergios Papadimitriou, Spiros Likothanassis, Seferina Mavroudi
2012 — conf
HINT-KB: The Human Interactome Knowledge Base.
AIAI (2)
Konstantinos A. Theofilatos, Christos M. Dimitrakopoulos, Dimitris Kleftogiannis, Charalampos N. Moschopoulos, Stergios Papadimitriou, Spiros Likothanassis, Seferina Mavroudi
2012 C conf
Modelling and Trading the DJIA Financial Index Using Neural Networks Optimized with Adaptive Evolutionary Algorithms.
EANN
Konstantinos A. Theofilatos, Andreas S. Karathanasopoulos, Georgios Sermpinis, Thomas Amorgianiotis, Efstratios F. Georgopoulos, Spiros Likothanassis
2012 — conf
Predicting Human miRNA Target Genes Using a Novel Evolutionary Methodology.
SETN
Aigli Korfiati, Dimitris Kleftogiannis, Konstantinos A. Theofilatos, Spiros Likothanassis, Athanasios K. Tsakalidis, Seferina Mavroudi
2012 J jnl
The software architecture for performing scientific computation with the JLAPACK libraries in ScalaLab.
Sci. Program.
Stergios Papadimitriou, Seferina Mavroudi, Konstantinos A. Theofilatos, Spiridon Likothanasis
2012 — conf
ncRNA-Class Web Tool: Non-coding RNA Feature Extraction and Pre-miRNA Classification Web Tool.
AIAI (2)
Dimitris Kleftogiannis, Konstantinos A. Theofilatos, Stergios Papadimitriou, Athanasios K. Tsakalidis, Spiros Likothanassis, Seferina Mavroudi
2011 C conf
Adaptive Filtering Techniques Combined with Natural Selection-Based Heuristic Algorithms in the Prediction of Protein-Protein Interactions.
EANN
Christos M. Dimitrakopoulos, Konstantinos A. Theofilatos, Efstratios F. Georgopoulos, Spiridon D. Likothanassis, Athanasios K. Tsakalidis, Seferina Mavroudi
2011 — conf
Applying Computational Intelligence Approaches to the Staff Scheduling Problem.
IJCCI (ECTA-FCTA)
Vasileios Perlis, Charilaos Akasiadis, Konstantinos A. Theofilatos, Grigorios N. Beligiannis, Spyridon D. Lykothanasis
2010 — conf
A Gene Expression Programming Environment for Fatigue Modeling of Composite Materials.
SETN
Maria A. Antoniou, Efstratios F. Georgopoulos, Konstantinos A. Theofilatos, Anastasios P. Vassilopoulos, Spiridon D. Likothanassis
2010 Misc conf
Forecasting Euro - United States Dollar Exchange Rate with Gene Expression Programming.
AIAI
Maria A. Antoniou, Efstratios F. Georgopoulos, Konstantinos A. Theofilatos, Spiridon D. Likothanassis
2010 — conf
Modeling the Ase 20 Greek Index Using Artificial Neural Networks Combined with Genetic Algorithms.
ICANN (1)
Andreas S. Karathanasopoulos, Konstantinos A. Theofilatos, Panagiotis M. Leloudas, Spiridon D. Likothanassis