Konstantinos A. Theofilatos

发表

YamiPred: A Novel Evolutionary Method for Predicting Pre-miRNAs and Selecting Relevant Features

Spiridon D. Likothanassis, Seferina Mavroudi, Dimitris Kleftogiannis, 2015, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Where we stand, where we are moving: Surveying computational techniques for identifying miRNA genes and uncovering their regulatory role

Athanasios K. Tsakalidis, Spiridon D. Likothanassis, Seferina Mavroudi, 2013, J. Biomed. Informatics.

Modeling the MagnetoencephaloGram (MEG) Of Epileptic Patients Using Genetic Programming and Minimizing the Derived Models Using Genetic Algorithms

Efstratios F. Georgopoulos, Spiridon D. Likothanassis, Konstantinos A. Theofilatos, 2009 .

Advanced short-term forecasting and trading deploying neural networks optimized with adaptive evolutionary algorith

Efstratios F. Georgopoulos, Georgios Sermpinis, Andreas Karathanasopoulos, 2013 .

Modelling and Trading the DJIA Financial Index Using Neural Networks Optimized with Adaptive Evolutionary Algorithms

Efstratios F. Georgopoulos, Spiridon D. Likothanassis, Georgios Sermpinis, 2012, EANN.

Forecasting foreign exchange rates with adaptive neural networks using radial-basis functions and Particle Swarm Optimization

Efstratios F. Georgopoulos, Georgios Sermpinis, Konstantinos A. Theofilatos, 2013, Eur. J. Oper. Res..

Efficient Computational Construction of Weighted Protein-Protein Interaction Networks Using Adaptive Filtering Techniques Combined with Natural Selection-Based Heuristic Algorithms

Efstratios F. Georgopoulos, Athanasios K. Tsakalidis, Spiridon D. Likothanassis, 2012 .

Quo vadis1 computational analysis of PPI data or why the future isn't here yet

Seferina Mavroudi, Konstantinos A. Theofilatos, Spiros Likothanassis, 2015, Front. Genet..

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

Spiridon D. Likothanassis, Charalampos N. Moschopoulos, Stergios Papadimitriou, 2013, Artificial Intelligence Review.

Trading the FTSE100 Index: ‘Adaptive’ Modelling and Optimization Techniques

Andreas Karathanasopoulos, Konstantinos A. Theofilatos, Peter Middleton, 2016 .

Forecasting US Unemployment with Radial Basis Neural Networks, Kalman Filters and Support Vector Regressions

Georgios Sermpinis, Andreas Karathanasopoulos, Konstantinos A. Theofilatos, 2014, Computational Economics.

Computational Intelligence Techniques for Trading and Investment

Georgios Sermpinis, Andreas Karathanasopoulos, Konstantinos A. Theofilatos, 2014 .

Feature Selection and Classification of Field Leakage Current Waveforms using Genetic Algorithms

Konstantinos A. Theofilatos, D. Pylarinos, E. Pyrgioti, 2013 .

Dimensionality Reduction Techniques in the Computational Prediction of Protein-Protein Interactions: Classical versus Sophisticated New Techniques

Konstantinos A. Theofilatos, 2016 .

Gene Expression Programming and Trading Strategies

Georgios Sermpinis, Konstantinos A. Theofilatos, Andreas S. Karathanasopoulos, 2013, AIAI.

EnsembleGASVR: a novel ensemble method for classifying missense single nucleotide polymorphisms

Athanasios K. Tsakalidis, Seferina Mavroudi, Dimitris Kleftogiannis, 2014, Bioinform..

ncRNA-Class Web Tool: Non-coding RNA Feature Extraction and Pre-miRNA Classification Web Tool

Athanasios K. Tsakalidis, Spiridon D. Likothanassis, Stergios Papadimitriou, 2012, AIAI.

Predicting Human miRNA Target Genes Using a Novel Evolutionary Methodology

Athanasios K. Tsakalidis, Spiridon D. Likothanassis, Seferina Mavroudi, 2012, SETN.

A Gene Expression Programming Environment for Fatigue Modeling of Composite Materials

Efstratios F. Georgopoulos, Spiridon D. Likothanassis, Anastasios P. Vassilopoulos, 2010, SETN.

Predicting protein complexes from weighted protein-protein interaction graphs with a novel unsupervised methodology: Evolutionary enhanced Markov clustering

Efstratios F. Georgopoulos, Spiridon D. Likothanassis, Charalampos N. Moschopoulos, 2015, Artif. Intell. Medicine.

A New Framework for Bridging the Gap from Protein-Protein Interactions to Biological Process Interactions

Spiridon D. Likothanassis, Seferina Mavroudi, Konstantinos A. Theofilatos, 2014, AIAI Workshops.

Adaptive Filtering Techniques Combined with Natural Selection-Based Heuristic Algorithms in the Prediction of Protein-Protein Interactions

Efstratios F. Georgopoulos, Athanasios K. Tsakalidis, Spiridon D. Likothanassis, 2011, EANN/AIAI.

Modeling and Trading FTSE100 Index Using a Novel Sliding Window Approach Which Combines Adaptive Differential Evolution and Support Vector Regression

Efstratios F. Georgopoulos, Spiridon D. Likothanassis, Konstantinos A. Theofilatos, 2013, AIAI.

The software architecture for performing scientific computation with the JLAPACK libraries in ScalaLab

Stergios Papadimitriou, Seferina Mavroudi, Konstantinos A. Theofilatos, 2012, Sci. Program..

Non-coding RNA Sequences Identification and Classification Using a Multi-class and Multi-label Ensemble Technique

Seferina Mavroudi, Konstantinos A. Theofilatos, Aigli Korfiati, 2018, AIAI.

Discharges Classification using Genetic Algorithms and Feature Selection Algorithms on Time and Frequency Domain Data Extracted from Leakage Current Measurements

Konstantinos A. Theofilatos, D. Pylarinos, K. Siderakis, 2013 .

Modeling and Trading the EUR/USD Exchange Rate Using Machine Learning Techniques

Andreas Karathanasopoulos, Konstantinos A. Theofilatos, Spiros Likothanassis, 2012 .

Forecasting Euro - United States Dollar Exchange Rate with Gene Expression Programming

Efstratios F. Georgopoulos, Spiridon D. Likothanassis, Konstantinos A. Theofilatos, 2010, AIAI.

A novel pipeline method for the preprocessing of Mass spectrometry proteomics data

Athanasios K. Tsakalidis, Spiridon D. Likothanassis, Konstantinos A. Theofilatos, 2010, Proceedings of the 10th IEEE International Conference on Information Technology and Applications in Biomedicine.

Efficient Computational Prediction and Scoring of Human Protein-Protein Interactions Using a Novel Gene Expression Programming Methodology

Efstratios F. Georgopoulos, Spiridon D. Likothanassis, Stergios Papadimitriou, 2012, EANN.

Enhanced Weighted Restricted Neighborhood Search Clustering: A Novel Algorithm for Detecting Human Protein Complexes from Weighted Protein-Protein Interaction Graphs

Spiridon D. Likothanassis, Seferina Mavroudi, Konstantinos A. Theofilatos, 2013, EANN.

AppendicitisScan Tool: A New Tool for the Efficient Classification of Childhood Abdominal Pain Clinical Cases Using Machine Learning Tools

Spiridon D. Likothanassis, Seferina Mavroudi, Konstantinos A. Theofilatos, 2013, EANN.

Modelling, Forecasting and Trading the Crack: A Sliding Window Approach to Training Neural Networks

Andreas Karathanasopoulos, Konstantinos A. Theofilatos, Andreas S. Karathanasopoulos, 2016 .

On the Computational Prediction of miRNA Promoters

Spiridon D. Likothanassis, Seferina Mavroudi, Konstantinos A. Theofilatos, 2016, AIAI.

A new hybrid method for predicting protein interactions using Genetic Algorithms and Extended Kalman Filters

Athanasios K. Tsakalidis, Konstantinos A. Theofilatos, Christos M. Dimitrakopoulos, 2010, Proceedings of the 10th IEEE International Conference on Information Technology and Applications in Biomedicine.

Predicting human miRNA target genes using a novel computational intelligent framework

Spiridon D. Likothanassis, Seferina Mavroudi, Dimitris Kleftogiannis, 2015, Inf. Sci..

Predicting and classifying short non-coding RNAs using a multiclass evolutionary methodology

Spiridon D. Likothanassis, Seferina Mavroudi, Konstantinos A. Theofilatos, 2015, EANN '15.

ncRNAclass: A Web Platform for Non-Coding RNA Feature Calculation and MicroRNAs and Targets Prediction

Athanasios K. Tsakalidis, Spiridon D. Likothanassis, Seferina Mavroudi, 2015, Int. J. Artif. Intell. Tools.

A Hybrid Radial Basis Function and Particle Swarm Optimization Neural Network Approach in Forecasting the EUR/GBP Exchange Rates Returns

Efstratios F. Georgopoulos, Georgios Sermpinis, Konstantinos A. Theofilatos, 2012, EANN.

HINT-KB: The Human Interactome Knowledge Base

Spiridon D. Likothanassis, Charalampos N. Moschopoulos, Stergios Papadimitriou, 2012, AIAI.

Superclusteroid 2.0: A Web Tool for Processing Big Biological Networks

Spiridon D. Likothanassis, Charalampos N. Moschopoulos, Seferina Mavroudi, 2016, AIAI.

Applying Computational Intelligence Approaches to the Staff Scheduling Problem

Grigorios N. Beligiannis, Konstantinos A. Theofilatos, Charilaos Akasiadis, 2011, IJCCI.

Modeling the Ase 20 Greek Index Using Artificial Neural Networks Combined with Genetic Algorithms

Spiridon D. Likothanassis, Konstantinos A. Theofilatos, Andreas S. Karathanasopoulos, 2010, ICANN.

Predicting overlapping protein complexes from weighted protein interaction graphs by gradually expanding dense neighborhoods

Spiridon D. Likothanassis, Seferina Mavroudi, Konstantinos A. Theofilatos, 2016, Artif. Intell. Medicine.

Integrating High Volume Financial Datasets to Achieve Profitable and Interpretable Short Term Trading with the FTSE100 Index

Efstratios F. Georgopoulos, Spiridon D. Likothanassis, Konstantinos A. Theofilatos, 2014, AIAI Workshops.

GEPTrader: A New Standalone Tool for Constructing Trading Strategies with Gene Expression Programming

Andreas Karathanasopoulos, Konstantinos A. Theofilatos, Peter Middleton, 2016 .

Modeling, forecasting and trading the EUR exchange rates with hybrid rolling genetic algorithms - Support vector regression forecast combinations

Georgios Sermpinis, Konstantinos A. Theofilatos, Charalampos Stasinakis, 2015, Eur. J. Oper. Res..

A novel pre-miRNA classification approach for the prediction of microRNA genes