Giovanni Felici

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 33

Top Topics

Gene Expression

Integer Program

Supervised Methods

Top Venues

RAIRO Oper. Res.

Publications

Nimisha Ghosh, Daniele Santoni, Indrajit Saha, Giovanni Felici
Predicting Transcription Factor Binding Sites using Transformer based Capsule Network. CoRR (2023)
Giovanni Felici, Antonio Maria Sudoso
Multi-task learning of convex combinations of forecasting models. CoRR (2023)
Ana Kenney, Francesca Chiaromonte, Giovanni Felici
Feature Selection for Linear Regression. J. Comput. Graph. Stat. 30 (3) (2021)
Giovanni Abramo, Ciriaco Andrea D'Angelo, Giovanni Felici
Informed peer review for publication assessments: Are improved impact measures worth the hassle? CoRR (2021)
Giovanni Abramo, Ciriaco Andrea D'Angelo, Giovanni Felici
Informed peer review for publication assessments: Are improved impact measures worth the hassle? Quant. Sci. Stud. 1 (3) (2020)
Giovanni Abramo, Ciriaco Andrea D'Angelo, Giovanni Felici
Predicting long-term publication impact through a combination of early citations and journal impact factor. CoRR (2019)
Francesco Carrabs, Raffaele Cerulli, Giovanni Felici, Gaurav Singh
Exact approaches for the orderly colored longest path problem: Performance comparison. Comput. Oper. Res. 101 (2019)
Giovanni Abramo, Ciriaco Andrea D'Angelo, Giovanni Felici
Predicting publication long-term impact through a combination of early citations and journal impact factor. J. Informetrics 13 (1) (2019)
Giulia Fiscon, Emanuel Weitschek, Alessio Cialini, Giovanni Felici, Paola Bertolazzi, Simona De Salvo, Alessia Bramanti, Placido Bramanti, Maria Cristina De Cola
Combining EEG signal processing with supervised methods for Alzheimer's patients classification. BMC Medical Informatics Decis. Mak. 18 (1) (2018)
Emanuel Weitschek, Fabio Cumbo, Eleonora Cappelli, Giovanni Felici, Paola Bertolazzi
Classifying Big DNA Methylation Data: A Gene-Oriented Approach. DEXA Workshops (2018)
Giulia Fiscon, Emanuel Weitschek, Maria Cristina De Cola, Giovanni Felici, Paola Bertolazzi
An integrated approach based on EEG signals processing combined with supervised methods to classify Alzheimer's disease patients. BIBM (2018)
Duygu Dede Sener, Daniele Santoni, Giovanni Felici, Hasan Ogul
A Content-Based Retrieval Framework for Whole Metagenome Sequencing Samples. J. Integr. Bioinform. 15 (4) (2018)
Eleonora Cappelli, Giovanni Felici, Emanuel Weitschek
Combining DNA methylation and RNA sequencing data of cancer for supervised knowledge extraction. BioData Min. 11 (1) (2018)
Emanuel Weitschek, Silvia Di Lauro, Eleonora Cappelli, Paola Bertolazzi, Giovanni Felici
CamurWeb: a classification software and a large knowledge base for gene expression data of cancer. BMC Bioinform. (10) (2018)
Giovanni Felici, Kumar Parijat Tripathi, Daniela Evangelista, Mario Rosario Guarracino
A mixed integer programming-based global optimization framework for analyzing gene expression data. J. Glob. Optim. 69 (3) (2017)
Fabio Previtali, Paola Bertolazzi, Giovanni Felici, Emanuel Weitschek
A novel method and software for automatically classifying Alzheimer's disease patients by magnetic resonance imaging analysis. Comput. Methods Programs Biomed. 143 (2017)
Giovanni Felici, Daniele Ferone, Paola Festa, Antonio Napoletano, Tommaso Pastore
A GRASP for the Minimum Cost SAT Problem. LION (2017)
Emanuel Weitschek, Fabio Cumbo, Eleonora Cappelli, Giovanni Felici
Genomic Data Integration: A Case Study on Next Generation Sequencing of Cancer. DEXA Workshops (2016)
Giulia Fiscon, Emanuel Weitschek, Eleonora Cella, Alessandra Lo Presti, Marta Giovanetti, Muhammed Babakir-Mina, Marco Ciotti, Massimo Ciccozzi, Alessandra Pierangeli, Paola Bertolazzi, Giovanni Felici
MISSEL: a method to identify a large number of small species-specific genomic subsequences and its application to viruses classification. BioData Min. 9 (2016)
Paola Bertolazzi, Giovanni Felici, Paola Festa, Giulia Fiscon, Emanuel Weitschek
Integer programming models for feature selection: New extensions and a randomized solution algorithm. Eur. J. Oper. Res. 250 (2) (2016)
Fabio Cumbo, Emanuel Weitschek, Paola Bertolazzi, Giovanni Felici
IRIS-TCGA: An Information Retrieval and Integration System for Genomic Data of Cancer. CIBB (2016)
Metin Türkay, Giovanni Felici, Marta Szachniuk, Piotr Lukasiak
Recent Advances in Operations Research in Computational Biology, Bioinformatics and Medicine. RAIRO Oper. Res. 50 (2) (2016)
Valerio Cestarelli, Giulia Fiscon, Giovanni Felici, Paola Bertolazzi, Emanuel Weitschek
CAMUR: Knowledge extraction from RNA-seq cancer data through equivalent classification rules. Bioinform. 32 (5) (2016)
Giovanni Felici, Daniele Ferone, Paola Festa, Antonio Napoletano, Tommaso Pastore
The solution of large-scale Minimum Cost SAT Problem as a tool for data analysis in bioinformatics. PeerJ Prepr. 4 (2016)
Giovanni Felici, Sokol Ndreca, Aldo Procacci, Benedetto Scoppola
A-priori upper bounds for the set covering problem. Ann. Oper. Res. 238 (1-2) (2016)
Daniele Santoni, Emanuel Weitschek, Giovanni Felici
Optimal discretization and selection of features by association rates of joint distributions. RAIRO Oper. Res. 50 (2) (2016)
Claudio Arbib, Giovanni Felici, Mara Servilio, Paolo Ventura
Optimum Solution of the Closest String Problem via Rank Distance. ISCO (2016)
Katie Wilkins, Mehedi Hassan, Margherita Francescatto, Jakob B. Jespersen, R. Gonzalo Parra, Bart Cuypers, Dan F. DeBlasio, Alexander Junge, Anupama Jigisha, Farzana Rahman, Griet Laenen, Sander Willems, Lieven Thorrez, Yves Moreau, Nagarajan Raju, Sonia P. Chothani, C. Ramakrishnan, Masakazu Sekijima, M. Michael Gromiha, Paddy J. Slator, Nigel J. Burroughs, Przemyslaw Szalaj, Zhonghui Tang, Paul J. Michalski, Oskar Luo, Xingwang Li, Yijun Ruan, Dariusz Plewczynski, Giulia Fiscon, Emanuel Weitschek, Massimo Ciccozzi, Paola Bertolazzi, Giovanni Felici, Pieter Meysman, Manu Vanaerschot, Maya Berg, Hideo Imamura, Jean-Claude Dujardin, Kris Laukens, Westa Domanova, James R. Krycer, Rima Chaudhuri, Pengyi Yang, Fatemeh Vafaee, Daniel J. Fazakerley, Sean J. Humphrey, David E. James, Zdenka Kuncic
Highlights from the 11th ISCB Student Council Symposium 2015: Dublin, Ireland. 10 July 2015. BMC Bioinform. 17 (S-3) (2016)
Emanuel Weitschek, Giulia Fiscon, Giovanni Felici, Paola Bertolazzi
GELA: A Software Tool for the Analysis of Gene Expression Data. DEXA Workshops (2015)
Emanuel Weitschek, Fabio Cunial, Giovanni Felici
LAF: Logic Alignment Free and its application to bacterial genomes classification. BioData Min. 8 (2015)
Giuseppe Ateniese, Luigi V. Mancini, Angelo Spognardi, Antonio Villani, Domenico Vitali, Giovanni Felici
Hacking smart machines with smarter ones: How to extract meaningful data from machine learning classifiers. Int. J. Secur. Networks 10 (3) (2015)
Giovanni Felici, Toshiya Kaihara, Giacomo Liotta, Giuseppe Stecca
Robust Optimization Theory for CO2 Emission Control in Collaborative Supply Chains. PRO-VE (2015)
Marta Szachniuk, Maria Cristina De Cola, Giovanni Felici, Dominique de Werra, Jacek Blazewicz
Optimal pathway reconstruction on 3D NMR maps. Discret. Appl. Math. 182 (2015)
Claudio Arbib, Giovanni Felici, Mara Servilio
Sorting common operations to minimize the number of tardy jobs. Networks 64 (4) (2014)
Elisabetta Fersini, Enza Messina, Giovanni Felici, Dan Roth
Soft-constrained inference for Named Entity Recognition. Inf. Process. Manag. 50 (5) (2014)
Emanuel Weitschek, Fabio Cunial, Giovanni Felici
Classifying Bacterial Genomes with Compact Logic Formulas on k-Mer Frequencies. DEXA Workshops (2014)
Sergio Bruno, Michela Di Lullo, Giovanni Felici, Fabrizio Lacalandra, Massimo La Scala
Tight Unit Commitment models with Optimal Transmission Switching: Connecting the dots with perturbed objective function. COMPENG (2014)
Marta Szachniuk, Maria Cristina De Cola, Giovanni Felici, Jacek Blazewicz
The Orderly Colored Longest Path Problem - a survey of applications and new algorithms. RAIRO Oper. Res. 48 (1) (2014)
Giulia Fiscon, Emanuel Weitschek, Giovanni Felici, Paola Bertolazzi, Simona De Salvo, Placido Bramanti, Maria Cristina De Cola
Alzheimer's disease patients classification through EEG signals processing. CIDM (2014)
Emanuel Weitschek, Giulia Fiscon, Giovanni Felici
Supervised DNA Barcodes species classification: analysis, comparisons and results. BioData Min. 7 (2014)
Giuseppe Ateniese, Giovanni Felici, Luigi V. Mancini, Angelo Spognardi, Antonio Villani, Domenico Vitali
Hacking Smart Machines with Smarter Ones: How to Extract Meaningful Data from Machine Learning Classifiers. CoRR (2013)
Emanuel Weitschek, Giovanni Felici, Paola Bertolazzi
Clinical Data Mining: Problems, Pitfalls and Solutions. DEXA Workshops (2013)
Giovanni Felici, Emanuel Weitschek
Mining logic models in the presence of noisy data. ISAIM (2012)
Emanuel Weitschek, Giovanni Felici, Paola Bertolazzi
MALA: A Microarray Clustering and Classification Software. DEXA Workshops (2012)
Claudio Arbib, Giovanni Felici, Mara Servilio
Sorting Common Operations to Minimize Tardy Jobs. CTW (2011)
Paola Bertolazzi, Giovanni Felici, Paola Festa
Logic based methods for SNPs tagging and reconstruction. Comput. Oper. Res. 37 (8) (2010)
Paola Bertolazzi, Giovanni Felici, Emanuel Weitschek
Learning to classify species with barcodes. BMC Bioinform. 10 (S-14) (2009)
Claudio Arbib, Giovanni Felici
Recent contributions of OR to network optimization. Eur. J. Oper. Res. 189 (3) (2008)
Paola Bertolazzi, Giovanni Felici, Paola Festa, Giuseppe Lancia
Logic classification and feature selection for biomedical data. Comput. Math. Appl. 55 (5) (2008)
Giovanni Felici, Mariagrazia Mecoli
Resource assignment with preference conditions. Eur. J. Oper. Res. 180 (2) (2007)
Giovanni Felici, Carlo Vercellis
Guest editorial. Comput. Optim. Appl. 38 (2) (2007)
Giovanni Felici, M. A. Galante, L. Torosantucci
Logic Mining for Financial Data. International Conference on Computational Science (4) (2006)
Edgardo Ambrosi, Marco Bianchi, Giovanni Felici
When is it Convenient to Predict the Web Services Completion Time? Parallel and Distributed Computing and Networks (2006)
Giovanni Felici, Claudio Gentile
A Polyhedral Approach for the Staff Rostering Problem. Manag. Sci. 50 (3) (2004)
Massimiliano Caramia, Giovanni Felici, A. Pezzoli
Improving search results with data mining in a thematic search engine. Comput. Oper. Res. 31 (14) (2004)
Giovanni Felici, Claudio Gentile
Zero-Lifting for Integer Block Structured Problems. J. Comb. Optim. 7 (2) (2003)
Vanda De Angelis, Giovanni Felici, Paolo Impelluso
Integrating simulation and optimisation in health care centre management. Eur. J. Oper. Res. 150 (1) (2003)
Giovanni Felici, Klaus Truemper
A MINSAT Approach for Learning in Logic Domains. INFORMS J. Comput. 14 (1) (2002)
Paola Di Giacomo, Giovanni Felici, Riccardo Maceratini, Klaus Truemper
Application of a New Logic Domain Method for the Diagnosis of Hepatocellular Carcinoma. MedInfo (2001)
Giovanni Felici, Fushing Sun, Klaus Truemper
A Method for Controlling Errors in Two-Class Classification. COMPSAC (1999)
Giovanni Felici, Giovanni Rinaldi, Klaus Truemper
FasTraC: A Decentralized Traffic Control System Based on Logic Programming. CADE (1996)