Ioannis Kavakiotis

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Ioannis VlahavasProfessor of Computer Science, Aristotle University of Thessaloniki, GreeceVerified email at csd.auth.gr
Olga TsaveDepartment of Chemical Engineering, AUTHVerified email at auth.gr
Athanasios SalifoglouDepartment of Chemical Engineering, Aristotle University of ThessalonikiVerified email at auth.gr
Artemis HatzigeorgiouProfessor of Bioinformatics, University of ThessalyVerified email at inf.uth.gr
Ioanna ChouvardaAssistant Professor, Medical Informatics, Aristotle UniversityVerified email at auth.gr
Nicos MaglaverasProfessor - Aristotle University - The Medical School - Lab of Computing, Medical Informatics andVerified email at auth.gr
Giorgos SkoufosPhD Candidate, University of Thessaly | Hellenic Pasteur InstituteVerified email at uth.gr
Spyros TastsoglouUniversity of Thessaly/Hellenic Pasteur InstituteVerified email at uth.gr
Dimitra Karagkouni, PhDPhD in Bioinformatics, University of Thessaly & Hellenic Pasteur InstituteVerified email at uth.gr
George TzanisBSc, MSc, PhD in Computer Science, MDVerified email at auth.gr
Alexandros TriantafyllidisAristotle University of ThessalonikiVerified email at bio.auth.gr
Theodore DalamagasAthena Research CenterVerified email at imis.athena-innovation.gr
Maria D. Paraskevopoulou, PhDDepartment of Electrical & Computer Engineering, University of ThessalyVerified email at inf.uth.gr
Ioannis Vlachos, PhDCancer Research Institute, Harvard Initiative for RNA Medicine, Department of Pathology BIDMCVerified email at bidmc.harvard.edu
Ilias KanellosResearch Assistant ATHENA R.C.Verified email at imis.athena-innovation.gr
Grigorios TsoumakasAristotle University of ThessalonikiVerified email at csd.auth.gr
Petros NicopolitidisDepartment of Informatics, Aristotle University of ThessalonikiVerified email at csd.auth.gr
Patroklos SamarasPhD Candidate @ Chair of Proteomics and Bioanalytics, TUMVerified email at tum.de
Stathis B Mavridopoulosphd student, Aristotle University of ThessalonikiVerified email at csd.auth.gr
Hendrik-Jan MegensAssistant Professor, Animal Breeding and Genomics Centre, Wageningen UniversityVerified email at wur.nl

Ioannis Kavakiotis

Department of Computer Science and Biomedical Informatics - Univeristy of Thessaly

Verified email at csd.auth.gr - Homepage

Artificial Intelligence Data Mining Machine Learning Bioinformatics Biomedical Data


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Machine Learning and Data Mining Methods in Diabetes Research I Kavakiotis, O Tsave, A Salifoglou, N Maglaveras, I Vlahavas, ... Computational and Structural Biotechnology Journal, 2017	492	2017
DIANA-TarBase v8: a decade-long collection of experimentally supported miRNA–gene interactions D Karagkouni, MD Paraskevopoulou, S Chatzopoulos, IS Vlachos, ... Nucleic acids research 46 (D1), D239-D245, 2018	276	2018
PolyA-iEP: A data mining method for the effective prediction of polyadenylation sites G Tzanis, I Kavakiotis, I Vlahavas Expert Systems with Applications 38 (10), 12398-12408, 2011	27	2011
Immunoglobulin heavy variable (IGHV) genes and alleles: new entities, new names and implications for research and prognostication in chronic lymphocytic leukaemia A Xochelli, A Agathangelidis, I Kavakiotis, E Minga, LA Sutton, P Baliakas, ... Immunogenetics 67 (1), 61-66, 2015	21	2015
Chronic Lymphocytic Leukemia with Mutated IGHV4-34 Receptors: Shared and Distinct Immunogenetic Features and Clinical Outcomes A Xochelli, P Baliakas, I Kavakiotis, A Agathangelidis, LA Sutton, E Minga, ... Clinical Cancer Research 23 (17), 5292-5301, 2017	19	2017
TRES: Identification of Discriminatory and Informative SNPs from Population Genomic Data I Kavakiotis, A Triantafyllidis, D Ntelidou, P Alexandri, HJ Megens, ... Journal of Heredity 106 (5), 672-676, 2015	17	2015
Greece: A Balkan Subrefuge for a Remnant Red Deer (Cervus Elaphus) Population N Karaiskou, A Tsakogiannis, K Gkagkavouzis, S Papika, P Latsoudis, ... Journal of Heredity 105 (3), 334-344, 2014	16	2014
Mining frequent patterns and association rules from biological data I Kavakiotis, G Tzanis, I Vlahavas Biological knowledge discovery handbook: preprocessing, mining and …, 2014	11	2014
FIFS: A data mining method for informative marker selection in high dimensional population genomic data I Kavakiotis, P Samaras, A Triantafyllidis, I Vlahavas Computers in Biology and Medicine 90, 146-154, 2017	9	2017
Polyadenylation site prediction using interesting emerging patterns G Tzanis, I Kavakiotis, I Vlahavas 2008 8th IEEE International Conference on BioInformatics and BioEngineering, 1-7, 2008	9	2008
Using bacterial concentration as means of dissipating information through chemotaxis S Mavridopoulos, P Nicopolitidis, O Tsave, I Kavakiotis, A Salifoglou Nano Communication Networks 13, 1-8, 2017	5	2017
Fick’s Law Model Revisited: A New Approach to Modeling Multiple Sources Message Dissemination in Bacterial Communication Nanosystems K Kantelis, G Papadimitriou, P Nikopolitidis, I Kavakiotis, O Tsave, ... IEEE Transactions on Molecular, Biological and Multi-Scale Communications 3 …, 2017	5	2017
Integrating multiple immunogenetic data sources for feature extraction and mining somatic hypermutation patterns: the case of “towards analysis” in chronic lymphocytic leukaemia I Kavakiotis, A Xochelli, A Agathangelidis, G Tsoumakas, N Maglaveras, ... BMC bioinformatics 17 (5), 173, 2016	4	2016
The anatomy of bacteria-inspired nanonetworks: Molecular nanomachines in message dissemination O Tsave, I Kavakiotis, K Kantelis, S Mavridopoulos, P Nicopolitidis, ... Nano Communication Networks 21, 100244, 2019	3	2019
Polyadenylation site prediction using PolyA-iEP method I Kavakiotis, G Tzanis, I Vlahavas Polyadenylation: Methods and Protocols, 131-140, 2014	3	2014
Pattern discovery for microsatellite genome analysis I Kavakiotis, A Triantafyllidis, P Samaras, A Voulgaridis, N Karaiskou, ... Computers in biology and medicine 46, 71-78, 2014	2	2014
Peryton: a manual collection of experimentally supported microbe-disease associations G Skoufos, FS Kardaras, A Alexiou, I Kavakiotis, A Lambropoulou, ... Nucleic Acids Research 49 (D1), D1328-D1333, 2021	1	2021
ECCB 2018: The 17th European Conference on Computational Biology ECCB 2018 Steering Committee, AG Hatzigeorgiou, P Bagos, PV Benos, ... Bioinformatics 34 (17), i595-i598, 2018	1	2018
Adipose tissue as a biomarker in data mining predictive models of metabolic pathophysiologies O Tsave, I Kavakiotis, I Vlahavas, A Salifoglou International Conference on Biomedical and Health Informatics, 105-108, 2017	1	2017
Ensemble feature selection using rank aggregation methods for population genomic data I Kavakiotis, A Triantafyllidis, G Tsoumakas, I Vlahavas Proceedings of the 9th Hellenic Conference on Artificial Intelligence, 1-4, 2016	1	2016

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