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ORCIDKonstantinos A. Theofilatos
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Journal Articles
- 2016
[j11]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: 62-69 (2016)- 2015
- [j10]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): 181-189 (2015) - [j9]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): 831-846 (2015) - [j8]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): 1540002:1-1540002:17 (2015) - [j7]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: 576-585 (2015) - [j6]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): 1183-1192 (2015) - 2014
- [j5]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): 427-443 (2014) - [j4]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): 2324-2333 (2014) - 2013
- [j3]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): 528-540 (2013) - [j2]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): 563-573 (2013) - 2012
- [j1]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): 379-391 (2012)
Conference and Workshop Papers
- 2019
- [c22]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: 1-7 - 2018
- [c21]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: 179-188 - 2016
- [c20]Charalampos Michail, Aigli Korfiati, Konstantinos A. Theofilatos, Spiros Likothanassis, Seferina Mavroudi:
On the Computational Prediction of miRNA Promoters. AIAI 2016: 573-583 - [c19]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: 623-633 - 2015
- [c18]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: 20:1-20:9 - 2014
- [c17]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: 196-204 - [c16]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: 340-349 - 2013
- [c15]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: 110-118 - [c14]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: 231-240 - [c13]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: 486-496 - [c12]Georgios Sermpinis, Anastasia Fountouli, Konstantinos A. Theofilatos, Andreas S. Karathanasopoulos:
Gene Expression Programming and Trading Strategies. AIAI 2013: 497-505 - 2012
- [c11]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: 413-422 - [c10]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: 453-462 - [c9]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: 472-481 - [c8]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: 612-621 - [c7]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: 632-641 - [c6]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: 291-298 - 2011
- [c5]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: 471-480 - [c4]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: 168-173 - 2010
- [c3]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: 428-435 - [c2]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: 78-85 - [c1]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: 297-302
Coauthor Index
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