Vitoantonio Bevilacqua
Socio Ordinario
Professore ordinario
DEI - Politecnico di Bari
Contact Information
website
RESEARCH AREA
algorithms,bioimaging,machine learning,sequence analysis,system biology
RESEARCH ACTIVITY
Elaborazione di Immagini Mediche, Radiomica e Radiogenomica, Interazione Uomo Macchina, Bioinformatica Avanzata, Bioinformatics and Big Data Analytics, Machine/Deep Learning, Soft Computing.
SELECTED PUBLICATIONS
Vitoantonio Bevilacqua, Paolo Pannarale: Scalable high-throughput identification of genetic targets by network filtering. BMC Bioinformatics 14(S-8): S5 (2013)
Vitoantonio Bevilacqua: Three-dimensional virtual colonoscopy for automatic polyps detection by artificial neural network approach: New tests on an enlarged cohort of polyps. Neurocomputing 116: 62-75 (2013)
Vitoantonio Bevilacqua, Paolo Pannarale, Mirko Abbrescia, Claudia Cava, Angelo Paradiso, Stefania Tommasi: Comparison of data-merging methods with SVM attribute selection and classification in breast cancer gene expression. BMC Bioinformatics 13(S-7): S9 (2012)
Filippo Menolascina, Domenico Bellomo, Thomas Maiwald, Vitoantonio Bevilacqua, Caterina Ciminelli, Angelo Paradiso, Stefania Tommasi: Developing optimal input design strategies in cancer systems biology with applications to microfluidic device engineering. BMC Bioinformatics 10(S-12): 4 (2009)
Vitoantonio Bevilacqua, Giuseppe Mastronardi, Filippo Menolascina, Paolo Pannarale, Giuseppe Romanazzi: Bayesian Gene Regulatory Network Inference Optimization by means of Genetic Algorithms. J. UCS 15(4): 826-839 (2009)
Vitoantonio Bevilacqua, Patrizia Chiarappa, Giuseppe Mastronardi, Filippo Menolascina, Angelo Paradiso, Stefania Tommasi: Identification of Tumor Evolution Patterns by Means of Inductive Logic Programming. Genomics, Proteomics & Bioinformatics 6(2): 91-97 (2008)
Filippo Menolascina, Roberto Teixeira Alves, Stefania Tommasi, Patrizia Chiarappa, Myriam Regattieri Delgado, Vitoantonio Bevilacqua, Giuseppe Mastronardi, Alex Alves Freitas, Angelo Paradiso: Fuzzy rule induction and artificial immune systems in female breast cancer familiarity profiling. Int. J. Hybrid Intell. Syst. 5(3): 161-165 (2008)
Roberto Bellotti, Piergiorgio Cerello, Sabina Sonia Tangaro, Vitoantonio Bevilacqua, Marcello Castellano, Giuseppe Mastronardi, Francesco De Carlo, Stefano Bagnasco, Ubaldo Bottigli, Rosella Cataldo: Distributed medical images analysis on a Grid infrastructure. Future Generation Comp. Syst. 23(3): 475-484 (2007)
Vitoantonio Bevilacqua, Giuseppe Mastronardi, Giuseppe Piscopo: Evolutionary approach to inverse planning in coplanar radiotherapy. Image Vision Comput. 25(2): 196-203 (2007)
Vitoantonio Bevilacqua: Three-dimensional virtual colonoscopy for automatic polyps detection by artificial neural network approach: New tests on an enlarged cohort of polyps. Neurocomputing 116: 62-75 (2013)
Vitoantonio Bevilacqua, Paolo Pannarale, Mirko Abbrescia, Claudia Cava, Angelo Paradiso, Stefania Tommasi: Comparison of data-merging methods with SVM attribute selection and classification in breast cancer gene expression. BMC Bioinformatics 13(S-7): S9 (2012)
Filippo Menolascina, Domenico Bellomo, Thomas Maiwald, Vitoantonio Bevilacqua, Caterina Ciminelli, Angelo Paradiso, Stefania Tommasi: Developing optimal input design strategies in cancer systems biology with applications to microfluidic device engineering. BMC Bioinformatics 10(S-12): 4 (2009)
Vitoantonio Bevilacqua, Giuseppe Mastronardi, Filippo Menolascina, Paolo Pannarale, Giuseppe Romanazzi: Bayesian Gene Regulatory Network Inference Optimization by means of Genetic Algorithms. J. UCS 15(4): 826-839 (2009)
Vitoantonio Bevilacqua, Patrizia Chiarappa, Giuseppe Mastronardi, Filippo Menolascina, Angelo Paradiso, Stefania Tommasi: Identification of Tumor Evolution Patterns by Means of Inductive Logic Programming. Genomics, Proteomics & Bioinformatics 6(2): 91-97 (2008)
Filippo Menolascina, Roberto Teixeira Alves, Stefania Tommasi, Patrizia Chiarappa, Myriam Regattieri Delgado, Vitoantonio Bevilacqua, Giuseppe Mastronardi, Alex Alves Freitas, Angelo Paradiso: Fuzzy rule induction and artificial immune systems in female breast cancer familiarity profiling. Int. J. Hybrid Intell. Syst. 5(3): 161-165 (2008)
Roberto Bellotti, Piergiorgio Cerello, Sabina Sonia Tangaro, Vitoantonio Bevilacqua, Marcello Castellano, Giuseppe Mastronardi, Francesco De Carlo, Stefano Bagnasco, Ubaldo Bottigli, Rosella Cataldo: Distributed medical images analysis on a Grid infrastructure. Future Generation Comp. Syst. 23(3): 475-484 (2007)
Vitoantonio Bevilacqua, Giuseppe Mastronardi, Giuseppe Piscopo: Evolutionary approach to inverse planning in coplanar radiotherapy. Image Vision Comput. 25(2): 196-203 (2007)
OTHER MEMBERSHIPS
GNB - Associazione Gruppo Nazionale Bioingegneria - Socio Fondatore
EDITORIAL BOARDS
Frontiers on Bioinformatics: Associate Editor in Computational BioImaging
MAIN TEACHINGS
Elaborazione di Immagini Mediche, Informatica Medica, Bioinformatics and Big Data Analytics, Bioinformatica Avanzata, Interazione Uomo Macchina, Sistemi Diagnostici, Terapeutici e Riabilitativi Avanzati.
