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ORCIDSeferina Mavroudi
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2010 – 2019
- 2019
[c16]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
- [c15]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
- [j20]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) - [c14]Charalampos Michail, Aigli Korfiati, Konstantinos A. Theofilatos, Spiros Likothanassis, Seferina Mavroudi:
On the Computational Prediction of miRNA Promoters. AIAI 2016: 573-583 - [c13]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
- [j19]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) - [j18]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) - [j17]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) - [j16]Stergios Papadimitriou, Kirsten Schwark, Seferina Mavroudi, Kostas A. Theofilatos, Spiridon Likothanasis:
ScalaLab and GroovyLab: Comparing Scala and Groovy for Scientific Computing. Sci. Program. 2015: 498618:1-498618:13 (2015) - [j15]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) - [c12]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
- [j14]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) - [j13]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) - [j12]Stergios Papadimitriou, Seferina Mavroudi, Kostas A. Theofilatos, Spiridon Likothanasis:
MATLAB-like scripting of Java scientific libraries in ScalaLab. Sci. Program. 22(3): 187-199 (2014) - [c11]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 - 2013
- [j11]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) - [c10]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 - [c9]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 - 2012
- [j10]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) - [c8]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 - [c7]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 - [c6]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 - [c5]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
- [j9]Stergios Papadimitriou, Constantinos Terzidis, Seferina Mavroudi, Spiridon D. Likothanassis:
ScalaLab: An Effective Scala-Based Scientific Programming Environment for Java. Comput. Sci. Eng. 13(5): 43-55 (2011) - [j8]Stergios Papadimitriou, Constantinos Terzidis, Seferina Mavroudi, Spiridon D. Likothanassis:
Exploiting java scientific libraries with the scala language within the scalalab environment. IET Softw. 5(6): 543-551 (2011) - [c4]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
2000 – 2009
- 2009
- [j7]Stergios Papadimitriou, Constantinos Terzidis, Seferina Mavroudi, Spiridon D. Likothanassis:
Scientific Scripting for the Java Platform with jLab. Comput. Sci. Eng. 11(4): 50-60 (2009) - [c3]Adam V. Adamopoulos, Mirto Ntasi, Seferina Mavroudi, Spiros Likothanassis, Lazaros S. Iliadis, George C. Anastassopoulos:
Revealing the Structure of Childhood Abdominal Pain Data and Supporting Diagnostic Decision Making. EANN 2009: 165-177 - 2006
- [j6]Stergios Papadimitriou, Seferina Mavroudi, Spiridon D. Likothanassis:
Mutual Information Clustering for Efficient Mining of Fuzzy Association Rules with Application to Gene Expression Data Analysis. Int. J. Artif. Intell. Tools 15(2): 227-250 (2006) - 2003
- [c2]Seferina Mavroudi, Andrei Dragomir, Stergios Papadimitriou, Anastasios Bezerianos:
Integrating Supervised and Unsupervised Learning in Self Organizing Maps for Gene Expression Data Analysis. ICANN 2003: 262-270 - 2002
- [b1]Seferina Mavroudi:
Development of advanced computational intelligence models for complex bioinformatics and biosignal processing applications. University of Patras, Greece, 2002 - [j5]Stergios Papadimitriou, Seferina Mavroudi, Liviu Vladutu, Georgios Pavlides, Anastasios Bezerianos:
The Supervised Network Self-Organizing Map for Classification of Large Data Sets. Appl. Intell. 16(3): 185-203 (2002) - [j4]Stergios Papadimitriou, Seferina Mavroudi, Liviu Vladutu, Anastasios Bezerianos:
Generalized Radial Basis Function Networks Trained with Instance Based Learning for Data Mining of Symbolic Data. Appl. Intell. 16(3): 223-234 (2002) - [j3]Seferina Mavroudi, Stergios Papadimitriou, Anastasios Bezerianos:
Gene expression data analysis with a dynamically extended self-organized map that exploits class information. Bioinform. 18(11): 1446-1453 (2002) - 2001
- [j2]Stergios Papadimitriou, Tassos Bountis, Seferina Mavroudi, Anastasios Bezerianos:
A Probabilistic Symmetric Encryption Scheme for Very Fast Secure Communication Based on Chaotic Systems of difference equations. Int. J. Bifurc. Chaos 11(12): 3107-3116 (2001) - [j1]Stergios Papadimitriou, Seferina Mavroudi, Liviu Vladutu, Anastasios Bezerianos:
Ischemia detection with a self-organizing map supplemented by supervised learning. IEEE Trans. Neural Networks 12(3): 503-515 (2001) - [c1]Liviu Vladutu, Stergios Papadimitriou, Seferina Mavroudi, Anastasios Bezerianos:
Generalised RBF Networks Trained Using an IBL Algorithm for Mining Symbolic Data. PAKDD 2001: 587-594
Coauthor Index
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