Modeling the Ase 20 Greek Index Using Artificial Neural Networks Combined with Genetic Algorithms. - Andreas S. Karathanasopoulos; Konstantinos A. Theofilatos; Panagiotis M. Leloudas; Spiridon D. Likothanassis (ICANN (1), 2010)

Forecasting Euro - United States Dollar Exchange Rate with Gene Expression Programming. - Maria A. Antoniou; Efstratios F. Georgopoulos; Konstantinos A. Theofilatos; Spiridon D. Likothanassis (AIAI, 2010)

A Gene Expression Programming Environment for Fatigue Modeling of Composite Materials. - Maria A. Antoniou; Efstratios F. Georgopoulos; Konstantinos A. Theofilatos; Anastasios P. Vassilopoulos; Spiridon D. Likothanassis (SETN, 2010)

Adaptive Filtering Techniques Combined with Natural Selection-Based Heuristic Algorithms in the Prediction of Protein-Protein Interactions. - Christos M. Dimitrakopoulos; Konstantinos A. Theofilatos; Efstratios F. Georgopoulos; Spiridon D. Likothanassis; Athanasios K. Tsakalidis; Seferina Mavroudi (EANN, 2011)

Applying Computational Intelligence Approaches to the Staff Scheduling Problem. - Vasileios Perlis; Charilaos Akasiadis; Konstantinos A. Theofilatos; Grigorios N. Beligiannis; Spyridon D. Lykothanasis (IJCCI (ECTA-FCTA), 2011)

A Hybrid Radial Basis Function and Particle Swarm Optimization Neural Network Approach in Forecasting the EUR/GBP Exchange Rates Returns. - Georgios Sermpinis; Konstantinos A. Theofilatos; Andreas S. Karathanasopoulos; Efstratios F. Georgopoulos; Christian L. Dunis (EANN, 2012)

Efficient Computational Prediction and Scoring of Human Protein-Protein Interactions Using a Novel Gene Expression Programming Methodology. - Konstantinos A. Theofilatos; Christos M. Dimitrakopoulos; Maria A. Antoniou; Efstratios F. Georgopoulos; Stergios Papadimitriou; Spiros Likothanassis; Seferina Mavroudi (EANN, 2012)

Modelling and Trading the DJIA Financial Index Using Neural Networks Optimized with Adaptive Evolutionary Algorithms. - Konstantinos A. Theofilatos; Andreas S. Karathanasopoulos; Georgios Sermpinis; Thomas Amorgianiotis; Efstratios F. Georgopoulos; Spiros Likothanassis (EANN, 2012)

ncRNA-Class Web Tool: Non-coding RNA Feature Extraction and Pre-miRNA Classification Web Tool. - Dimitris Kleftogiannis; Konstantinos A. Theofilatos; Stergios Papadimitriou; Athanasios K. Tsakalidis; Spiros Likothanassis; Seferina Mavroudi (AIAI (2), 2012)

HINT-KB: The Human Interactome Knowledge Base. - Konstantinos A. Theofilatos; Christos M. Dimitrakopoulos; Dimitris Kleftogiannis; Charalampos N. Moschopoulos; Stergios Papadimitriou; Spiros Likothanassis; Seferina Mavroudi (AIAI (2), 2012)

Predicting Human miRNA Target Genes Using a Novel Evolutionary Methodology. - Aigli Korfiati; Dimitris Kleftogiannis; Konstantinos A. Theofilatos; Spiros Likothanassis; Athanasios K. Tsakalidis; Seferina Mavroudi (SETN, 2012)

The software architecture for performing scientific computation with the JLAPACK libraries in ScalaLab. - Stergios Papadimitriou; Seferina Mavroudi; Konstantinos A. Theofilatos; Spiridon Likothanasis (Sci. Program., 2012)

Enhanced Weighted Restricted Neighborhood Search Clustering: A Novel Algorithm for Detecting Human Protein Complexes from Weighted Protein-Protein Interaction Graphs. - Christos M. Dimitrakopoulos; Konstantinos A. Theofilatos; Andreas Pegkas; Spiros Likothanassis; Seferina Mavroudi (EANN (2), 2013)

AppendicitisScan Tool: A New Tool for the Efficient Classification of Childhood Abdominal Pain Clinical Cases Using Machine Learning Tools. - Athanasios Mitroulias; Konstantinos A. Theofilatos; Spiros Likothanassis; Seferina Mavroudi (EANN (2), 2013)

Gene Expression Programming and Trading Strategies. - Georgios Sermpinis; Anastasia Fountouli; Konstantinos A. Theofilatos; Andreas S. Karathanasopoulos (AIAI, 2013)

Modeling and Trading FTSE100 Index Using a Novel Sliding Window Approach Which Combines Adaptive Differential Evolution and Support Vector Regression. - Konstantinos A. Theofilatos; Andreas S. Karathanasopoulos; Peter W. Middleton; Efstratios F. Georgopoulos; Spiros Likothanassis (AIAI, 2013)

Forecasting foreign exchange rates with adaptive neural networks using radial-basis functions and Particle Swarm Optimization. - Georgios Sermpinis; Konstantinos A. Theofilatos; Andreas S. Karathanasopoulos; Efstratios F. Georgopoulos; Christian L. Dunis (Eur. J. Oper. Res., 2013)

Where we stand, where we are moving: Surveying computational techniques for identifying miRNA genes and uncovering their regulatory role. - Dimitris Kleftogiannis; Aigli Korfiati; Konstantinos A. Theofilatos; Spiros Likothanassis; Athanasios K. Tsakalidis; Seferina Mavroudi (J. Biomed. Informatics, 2013)

Integrating High Volume Financial Datasets to Achieve Profitable and Interpretable Short Term Trading with the FTSE100 Index. - Thomas Amorgianiotis; Konstantinos A. Theofilatos; Sovan Mitra; Efstratios F. Georgopoulos; Spiros Likothanassis (AIAI (Workshops), 2014)

A New Framework for Bridging the Gap from Protein-Protein Interactions to Biological Process Interactions. - Christos M. Dimitrakopoulos; Andreas Dimitris Vlantis; Konstantinos A. Theofilatos; Spiros Likothanassis; Seferina Mavroudi (AIAI (Workshops), 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. - Konstantinos A. Theofilatos; Christos M. Dimitrakopoulos; Spiros Likothanassis; Dimitris Kleftogiannis; Charalampos N. Moschopoulos; Christos Alexakos; Stergios Papadimitriou; Seferina Mavroudi (Artif. Intell. Rev., 2014)

EnsembleGASVR: a novel ensemble method for classifying missense single nucleotide polymorphisms. - Trisevgeni Rapakoulia; Konstantinos A. Theofilatos; Dimitris Kleftogiannis; Spiridon Likothanasis; Athanasios K. Tsakalidis; Seferina Mavroudi (Bioinform., 2014)

Predicting and classifying short non-coding RNAs using a multiclass evolutionary methodology. - Vasiliki Retsi; Ianthi Aggeliki Leonti; Aigli Korfiati; Konstantinos A. Theofilatos; Spiros Likothanassis; Seferina Mavroudi (EANN Workshops, 2015)

Predicting protein complexes from weighted protein-protein interaction graphs with a novel unsupervised methodology: Evolutionary enhanced Markov clustering. - Konstantinos A. Theofilatos; Niki Pavlopoulou; Christoforos Papasavvas; Spiros Likothanassis; Christos M. Dimitrakopoulos; Efstratios F. Georgopoulos; Charalampos N. Moschopoulos; Seferina Mavroudi (Artif. Intell. Medicine, 2015)

Modeling, forecasting and trading the EUR exchange rates with hybrid rolling genetic algorithms - Support vector regression forecast combinations. - Georgios Sermpinis; Charalampos Stasinakis; Konstantinos A. Theofilatos; Andreas S. Karathanasopoulos (Eur. J. Oper. Res., 2015)

ncRNAclass: A Web Platform for Non-Coding RNA Feature Calculation and MicroRNAs and Targets Prediction. - Konstantina Karathanou; Konstantinos A. Theofilatos; Dimitris Kleftogiannis; Christos Alexakos; Spiros Likothanassis; Athanasios K. Tsakalidis; Seferina Mavroudi (Int. J. Artif. Intell. Tools, 2015)

Predicting human miRNA target genes using a novel computational intelligent framework. - Aigli Korfiati; Konstantinos A. Theofilatos; Dimitris Kleftogiannis; Christos Alexakos; Spiros Likothanassis; Seferina Mavroudi (Inf. Sci., 2015)

YamiPred: A Novel Evolutionary Method for Predicting Pre-miRNAs and Selecting Relevant Features. - Dimitrios Kleftogiannis; Konstantinos A. Theofilatos; Spiros Likothanassis; Seferina Mavroudi (IEEE ACM Trans. Comput. Biol. Bioinform., 2015)

On the Computational Prediction of miRNA Promoters. - Charalampos Michail; Aigli Korfiati; Konstantinos A. Theofilatos; Spiros Likothanassis; Seferina Mavroudi (AIAI, 2016)

Superclusteroid 2.0: A Web Tool for Processing Big Biological Networks. - Maria Tserirzoglou-Thoma; Konstantinos A. Theofilatos; Eleni Tsitsouli; Georgios Panges-Tserres; Christos Alexakos; Charalampos N. Moschopoulos; Georgios Alexopoulos; Konstantinos Giannoulis; Spiros Likothanassis; Seferina Mavroudi (AIAI, 2016)

Predicting overlapping protein complexes from weighted protein interaction graphs by gradually expanding dense neighborhoods. - Christos M. Dimitrakopoulos; Konstantinos A. Theofilatos; Andreas Pegkas; Spiros Likothanassis; Seferina Mavroudi (Artif. Intell. Medicine, 2016)

Non-coding RNA Sequences Identification and Classification Using a Multi-class and Multi-label Ensemble Technique. - Michalis Stavridis; Aigli Korfiati; Georgios Sakellaropoulos; Seferina Mavroudi; Konstantinos A. Theofilatos (AIAI (Workshops), 2018)

A precision medicine approach for non-opioid pain therapy using a combination of multi-objective optimization and support vector regression. - Jeffrey Gudin; Seferina Mavroudi; Aigli Korfiati; Konstantinos A. Theofilatos; Derek Dietze; Peter Hurwitz (IISA, 2019)