Seferina Mavroudi

38 papers B 1C 4Misc 2Journal 21Unranked 9
YearRankTypeTitle / Venue / Authors
2023 J jnl
MEvA-X: a hybrid multiobjective evolutionary tool using an XGBoost classifier for biomarkers discovery on biomedical datasets.
Bioinform.
Konstantinos Panagiotopoulos, Aigli Korfiati, Konstantinos Theofilatos, Peter Hurwitz, Marco Agostino Deriu, Seferina Mavroudi
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 — 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
ScalaLab and GroovyLab: Comparing Scala and Groovy for Scientific Computing.
Sci. Program.
Stergios Papadimitriou, Kirsten Schwark, Seferina Mavroudi, Kostas A. Theofilatos, Spiridon Likothanasis
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 J jnl
MATLAB-like scripting of Java scientific libraries in ScalaLab.
Sci. Program.
Stergios Papadimitriou, Seferina Mavroudi, Kostas A. Theofilatos, Spiridon Likothanasis
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
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
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 — 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 J jnl
Exploiting java scientific libraries with the scala language within the scalalab environment.
IET Softw.
Stergios Papadimitriou, Constantinos Terzidis, Seferina Mavroudi, Spiridon D. Likothanassis
2011 J jnl
ScalaLab: An Effective Scala-Based Scientific Programming Environment for Java.
Comput. Sci. Eng.
Stergios Papadimitriou, Constantinos Terzidis, Seferina Mavroudi, Spiridon D. Likothanassis
2009 C conf
Revealing the Structure of Childhood Abdominal Pain Data and Supporting Diagnostic Decision Making.
EANN
Adam V. Adamopoulos, Mirto Ntasi, Seferina Mavroudi, Spiros Likothanassis, Lazaros S. Iliadis, George C. Anastassopoulos
2009 J jnl
Scientific Scripting for the Java Platform with jLab.
Comput. Sci. Eng.
Stergios Papadimitriou, Constantinos Terzidis, Seferina Mavroudi, Spiridon D. Likothanassis
2006 J jnl
Mutual Information Clustering for Efficient Mining of Fuzzy Association Rules with Application to Gene Expression Data Analysis.
Int. J. Artif. Intell. Tools
Stergios Papadimitriou, Seferina Mavroudi, Spiridon D. Likothanassis
2003 C conf
Integrating Supervised and Unsupervised Learning in Self Organizing Maps for Gene Expression Data Analysis.
ICANN
Seferina Mavroudi, Andrei Dragomir, Stergios Papadimitriou, Anastasios Bezerianos
2002 — —
Development of advanced computational intelligence models for complex bioinformatics and biosignal processing applications
Seferina Mavroudi
2002 J jnl
Gene expression data analysis with a dynamically extended self-organized map that exploits class information.
Bioinform.
Seferina Mavroudi, Stergios Papadimitriou, Anastasios Bezerianos
2002 J jnl
Generalized Radial Basis Function Networks Trained with Instance Based Learning for Data Mining of Symbolic Data.
Appl. Intell.
Stergios Papadimitriou, Seferina Mavroudi, Liviu Vladutu, Anastasios Bezerianos
2002 J jnl
The Supervised Network Self-Organizing Map for Classification of Large Data Sets.
Appl. Intell.
Stergios Papadimitriou, Seferina Mavroudi, Liviu Vladutu, Georgios Pavlides, Anastasios Bezerianos
2001 J jnl
A Probabilistic Symmetric Encryption Scheme for Very Fast Secure Communication Based on Chaotic Systems of difference equations.
Int. J. Bifurc. Chaos
Stergios Papadimitriou, Tassos Bountis, Seferina Mavroudi, Anastasios Bezerianos
2001 B conf
Generalised RBF Networks Trained Using an IBL Algorithm for Mining Symbolic Data.
PAKDD
Liviu Vladutu, Stergios Papadimitriou, Seferina Mavroudi, Anastasios Bezerianos
2001 J jnl
Ischemia detection with a self-organizing map supplemented by supervised learning.
IEEE Trans. Neural Networks
Stergios Papadimitriou, Seferina Mavroudi, Liviu Vladutu, Anastasios Bezerianos