Giovanni Felici

67 papers A 1B 1C 4Misc 2Journal 44Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Comprehensive Review of Transformer-based language models for Protein Sequence Analysis and Design. CoRR Nimisha Ghosh, Daniele Santoni, Debaleena Nawn, Eleonora Ottaviani, Giovanni Felici
2025	J	`jnl`	Digital twins for intelligent cities: the case study of Matera. J. Reliab. Intell. Environ. Riccardo De Benedictis, Amedeo Cesta, Riccardo Pellegrini, Matteo Diez, Diego Maria Pinto, Paolo Ventura, Giuseppe Stecca, Giovanni Felici, Andreas Scalas, Michela Mortara, Daniela Cabiddu, Simone Pittaluga, Michela Spagnuolo, Stefano Silvestri, Emanuele Damiano, Mario Sicuranza, Mario Ciampi, Gabriella Tognola, Lucanos Strambini, Roberto Malvezzi, Ida G. Presta, Marialucia Camardelli, Giordana Castelli, Emilio Fortunato Campana
2025	—	`conf`	Multi-Head Networks for Missing Modalities: A Study on Robustness in Multimodal Learning. HHAI Giovanni Felici, Diego Maria Pinto, Antonio Vicinanza
2024	J	`jnl`	A Review on the Applications of Transformer-based language models for Nucleotide Sequence Analysis. CoRR Nimisha Ghosh, Daniele Santoni, Indrajit Saha, Giovanni Felici
2023	J	`jnl`	Multi-task learning of convex combinations of forecasting models. CoRR Giovanni Felici, Antonio Maria Sudoso
2023	J	`jnl`	Predicting Transcription Factor Binding Sites using Transformer based Capsule Network. CoRR Nimisha Ghosh, Daniele Santoni, Indrajit Saha, Giovanni Felici
2021	J	`jnl`	Informed peer review for publication assessments: Are improved impact measures worth the hassle? CoRR Giovanni Abramo, Ciriaco Andrea D'Angelo, Giovanni Felici
2021	J	`jnl`	MIP-BOOST: Efficient and Effective J. Comput. Graph. Stat. Ana Kenney, Francesca Chiaromonte, Giovanni Felici
2020	J	`jnl`	Informed peer review for publication assessments: Are improved impact measures worth the hassle? Quant. Sci. Stud. Giovanni Abramo, Ciriaco Andrea D'Angelo, Giovanni Felici
2019	J	`jnl`	Exact approaches for the orderly colored longest path problem: Performance comparison. Comput. Oper. Res. Francesco Carrabs, Raffaele Cerulli, Giovanni Felici, Gaurav Singh
2019	J	`jnl`	Predicting long-term publication impact through a combination of early citations and journal impact factor. CoRR Giovanni Abramo, Ciriaco Andrea D'Angelo, Giovanni Felici
2019	J	`jnl`	Predicting publication long-term impact through a combination of early citations and journal impact factor. J. Informetrics Giovanni Abramo, Ciriaco Andrea D'Angelo, Giovanni Felici
2018	J	`jnl`	A Content-Based Retrieval Framework for Whole Metagenome Sequencing Samples. J. Integr. Bioinform. Duygu Dede Sener, Daniele Santoni, Giovanni Felici, Hasan Ogul
2018	—	`conf`	An integrated approach based on EEG signals processing combined with supervised methods to classify Alzheimer's disease patients. BIBM Giulia Fiscon, Emanuel Weitschek, Maria Cristina De Cola, Giovanni Felici, Paola Bertolazzi
2018	J	`jnl`	CamurWeb: a classification software and a large knowledge base for gene expression data of cancer. BMC Bioinform. Emanuel Weitschek, Silvia Di Lauro, Eleonora Cappelli, Paola Bertolazzi, Giovanni Felici
2018	—	`conf`	Classifying Big DNA Methylation Data: A Gene-Oriented Approach. DEXA Workshops Emanuel Weitschek, Fabio Cumbo, Eleonora Cappelli, Giovanni Felici, Paola Bertolazzi
2018	J	`jnl`	Combining DNA methylation and RNA sequencing data of cancer for supervised knowledge extraction. BioData Min. Eleonora Cappelli, Giovanni Felici, Emanuel Weitschek
2018	J	`jnl`	Combining EEG signal processing with supervised methods for Alzheimer's patients classification. BMC Medical Informatics Decis. Mak. Giulia Fiscon, Emanuel Weitschek, Alessio Cialini, Giovanni Felici, Paola Bertolazzi, Simona De Salvo, Alessia Bramanti, Placido Bramanti, Maria Cristina De Cola
2017	—	`conf`	A GRASP for the Minimum Cost SAT Problem. LION Giovanni Felici, Daniele Ferone, Paola Festa, Antonio Napoletano, Tommaso Pastore
2017	J	`jnl`	A mixed integer programming-based global optimization framework for analyzing gene expression data. J. Glob. Optim. Giovanni Felici, Kumar Parijat Tripathi, Daniela Evangelista, Mario Rosario Guarracino
2017	J	`jnl`	A novel method and software for automatically classifying Alzheimer's disease patients by magnetic resonance imaging analysis. Comput. Methods Programs Biomed. Fabio Previtali, Paola Bertolazzi, Giovanni Felici, Emanuel Weitschek
2016	J	`jnl`	A-priori upper bounds for the set covering problem. Ann. Oper. Res. Giovanni Felici, Sokol Ndreca, Aldo Procacci, Benedetto Scoppola
2016	J	`jnl`	CAMUR: Knowledge extraction from RNA-seq cancer data through equivalent classification rules. Bioinform. Valerio Cestarelli, Giulia Fiscon, Giovanni Felici, Paola Bertolazzi, Emanuel Weitschek
2016	—	`conf`	Genomic Data Integration: A Case Study on Next Generation Sequencing of Cancer. DEXA Workshops Emanuel Weitschek, Fabio Cumbo, Eleonora Cappelli, Giovanni Felici
2016	J	`jnl`	Highlights from the 11th ISCB Student Council Symposium 2015: Dublin, Ireland. 10 July 2015. BMC Bioinform. 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, Raju Nagarajan, 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
2016	—	`conf`	IRIS-TCGA: An Information Retrieval and Integration System for Genomic Data of Cancer. CIBB Fabio Cumbo, Emanuel Weitschek, Paola Bertolazzi, Giovanni Felici
2016	J	`jnl`	Integer programming models for feature selection: New extensions and a randomized solution algorithm. Eur. J. Oper. Res. Paola Bertolazzi, Giovanni Felici, Paola Festa, Giulia Fiscon, Emanuel Weitschek
2016	J	`jnl`	MISSEL: a method to identify a large number of small species-specific genomic subsequences and its application to viruses classification. BioData Min. Giulia Fiscon, Emanuel Weitschek, Eleonora Cella, Alessandra Lo Presti, Marta Giovanetti, Muhammed Babakir-Mina, Marco Ciotti, Massimo Ciccozzi, Alessandra Pierangeli, Paola Bertolazzi, Giovanni Felici
2016	J	`jnl`	Optimal discretization and selection of features by association rates of joint distributions. RAIRO Oper. Res. Daniele Santoni, Emanuel Weitschek, Giovanni Felici
2016	C	`conf`	Optimum Solution of the Closest String Problem via Rank Distance. ISCO Claudio Arbib, Giovanni Felici, Mara Servilio, Paolo Ventura
2016	J	`jnl`	Recent Advances in Operations Research in Computational Biology, Bioinformatics and Medicine. RAIRO Oper. Res. Metin Türkay, Giovanni Felici, Marta Szachniuk, Piotr Lukasiak
2016	J	`jnl`	The solution of large-scale Minimum Cost SAT Problem as a tool for data analysis in bioinformatics. PeerJ Prepr. Giovanni Felici, Daniele Ferone, Paola Festa, Antonio Napoletano, Tommaso Pastore
2015	—	`conf`	GELA: A Software Tool for the Analysis of Gene Expression Data. DEXA Workshops Emanuel Weitschek, Giulia Fiscon, Giovanni Felici, Paola Bertolazzi
2015	J	`jnl`	Hacking smart machines with smarter ones: How to extract meaningful data from machine learning classifiers. Int. J. Secur. Networks Giuseppe Ateniese, Luigi V. Mancini, Angelo Spognardi, Antonio Villani, Domenico Vitali, Giovanni Felici
2015	J	`jnl`	LAF: Logic Alignment Free and its application to bacterial genomes classification. BioData Min. Emanuel Weitschek, Fabio Cunial, Giovanni Felici
2015	J	`jnl`	Optimal pathway reconstruction on 3D NMR maps. Discret. Appl. Math. Marta Szachniuk, Maria Cristina De Cola, Giovanni Felici, Dominique de Werra, Jacek Blazewicz
2015	C	`conf`	Robust Optimization Theory for CO2 Emission Control in Collaborative Supply Chains. PRO-VE Giovanni Felici, Toshiya Kaihara, Giacomo Liotta, Giuseppe Stecca
2014	C	`conf`	Alzheimer's disease patients classification through EEG signals processing. CIDM Giulia Fiscon, Emanuel Weitschek, Giovanni Felici, Paola Bertolazzi, Simona De Salvo, Placido Bramanti, Maria Cristina De Cola
2014	—	`conf`	Classifying Bacterial Genomes with Compact Logic Formulas on k-Mer Frequencies. DEXA Workshops Emanuel Weitschek, Fabio Cunial, Giovanni Felici
2014	J	`jnl`	Soft-constrained inference for Named Entity Recognition. Inf. Process. Manag. Elisabetta Fersini, Enza Messina, Giovanni Felici, Dan Roth
2014	J	`jnl`	Sorting common operations to minimize the number of tardy jobs. Networks Claudio Arbib, Giovanni Felici, Mara Servilio
2014	J	`jnl`	Supervised DNA Barcodes species classification: analysis, comparisons and results. BioData Min. Emanuel Weitschek, Giulia Fiscon, Giovanni Felici
2014	J	`jnl`	The Orderly Colored Longest Path Problem - a survey of applications and new algorithms. RAIRO Oper. Res. Marta Szachniuk, Maria Cristina De Cola, Giovanni Felici, Jacek Blazewicz
2014	—	`conf`	Tight Unit Commitment models with Optimal Transmission Switching: Connecting the dots with perturbed objective function. COMPENG Sergio Bruno, Michela Di Lullo, Giovanni Felici, Fabrizio Lacalandra, Massimo La Scala
2013	—	`conf`	Clinical Data Mining: Problems, Pitfalls and Solutions. DEXA Workshops Emanuel Weitschek, Giovanni Felici, Paola Bertolazzi
2013	J	`jnl`	Hacking Smart Machines with Smarter Ones: How to Extract Meaningful Data from Machine Learning Classifiers. CoRR Giuseppe Ateniese, Giovanni Felici, Luigi V. Mancini, Angelo Spognardi, Antonio Villani, Domenico Vitali
2012	—	`conf`	MALA: A Microarray Clustering and Classification Software. DEXA Workshops Emanuel Weitschek, Giovanni Felici, Paola Bertolazzi
2012	Misc	`conf`	Mining logic models in the presence of noisy data. ISAIM Giovanni Felici, Emanuel Weitschek
2011	C	`conf`	Sorting Common Operations to Minimize Tardy Jobs. CTW Claudio Arbib, Giovanni Felici, Mara Servilio
2010	—	`ch.`	Classification Techniques and Error Control in Logic Mining. Data Mining Giovanni Felici, Bruno Simeone, Vincenzo Spinelli
2010	J	`jnl`	Logic based methods for SNPs tagging and reconstruction. Comput. Oper. Res. Paola Bertolazzi, Giovanni Felici, Paola Festa
2009	J	`jnl`	Learning to classify species with barcodes. BMC Bioinform. Paola Bertolazzi, Giovanni Felici, Emanuel Weitschek
2009	—	`ch.`	Web Mining in Thematic Search Engines. Encyclopedia of Data Warehousing and Mining Massimiliano Caramia, Giovanni Felici
2008	J	`jnl`	Logic classification and feature selection for biomedical data. Comput. Math. Appl. Paola Bertolazzi, Giovanni Felici, Paola Festa, Giuseppe Lancia
2008	J	`jnl`	Recent contributions of OR to network optimization. Eur. J. Oper. Res. Claudio Arbib, Giovanni Felici
2007	J	`jnl`	Guest editorial. Comput. Optim. Appl. Giovanni Felici, Carlo Vercellis
2007	J	`jnl`	Resource assignment with preference conditions. Eur. J. Oper. Res. Giovanni Felici, Mariagrazia Mecoli
2006	Misc	`conf`	Logic Mining for Financial Data. International Conference on Computational Science (4) Giovanni Felici, M. A. Galante, L. Torosantucci
2006	—	`conf`	When is it Convenient to Predict the Web Services Completion Time? Parallel and Distributed Computing and Networks Edgardo Ambrosi, Marco Bianchi, Giovanni Felici
2004	J	`jnl`	A Polyhedral Approach for the Staff Rostering Problem. Manag. Sci. Giovanni Felici, Claudio Gentile
2004	J	`jnl`	Improving search results with data mining in a thematic search engine. Comput. Oper. Res. Massimiliano Caramia, Giovanni Felici, A. Pezzoli
2003	J	`jnl`	Integrating simulation and optimisation in health care centre management. Eur. J. Oper. Res. Vanda De Angelis, Giovanni Felici, Paolo Impelluso
2003	J	`jnl`	Zero-Lifting for Integer Block Structured Problems. J. Comb. Optim. Giovanni Felici, Claudio Gentile
2002	J	`jnl`	A MINSAT Approach for Learning in Logic Domains. INFORMS J. Comput. Giovanni Felici, Klaus Truemper
2001	—	`conf`	Application of a New Logic Domain Method for the Diagnosis of Hepatocellular Carcinoma. MedInfo Paola Di Giacomo, Giovanni Felici, Riccardo Maceratini, Klaus Truemper
1999	B	`conf`	A Method for Controlling Errors in Two-Class Classification. COMPSAC Giovanni Felici, Fushing Sun, Klaus Truemper
1996	A	`conf`	FasTraC: A Decentralized Traffic Control System Based on Logic Programming. CADE Giovanni Felici, Giovanni Rinaldi, Klaus Truemper