Patents
- M. Roffilli: "A method for automatic search for zones of interest in digital images of biological origin", WO/2017/072685, applicant BIORETICS SRL
- S. Crociani, E. Prosapio, R. Prosapio, M. Roffilli: "An apparatus for measuring fruit and vegetable products; in particular defective fruit and vegetable products", WO/2017/072693, applicant SER.MAC SRL
- S. Crociani, E. Prosapio, R. Prosapio, M. Roffilli: "An apparatus for detecting damaged fruit and vegetable product", WO/2018/002841, applicant SER.MAC SRL
- M. Roffilli, E. Iampieri, E. Angelini, M. Masotti, Brevetto Italiano n. BO2006A200, "Metodo, e relativa apparecchiatura, per la ricerca automatica di zone di interesse in immagini digitali", 20 Marzo 2006
- M. Roffilli, E. Iampieri, E. Angelini, M. Masotti, Pending European Patent (not maintained) n. 07005457.2-1225, "Method and corresponding apparatus for automatically searching for zones of interest in digital images", 09 Maggio 2007
- R. Campanini, M. Roffilli, N. Lanconelli: United States Patent Application 10/231,800 "Method, and corresponding apparatus, for automatic detection of regions of interest in digital images of biological tissue" , 12/16/2002
- R. Campanini, M. Roffilli, N. Lanconelli: Pending European Patent n. 02027970.9-2218 "Automatic detection of region of interest in digital images of biological tissue" , 13 December 2002
- R. Campanini, M. Roffilli, N. Lanconelli: Brevetto Italiano n. BO2001A000763 "Metodo, e relativa apparecchiatura, per la ricerca automatica di zone di interesse in immagini digitali di tessuto biologico" , 14 Dicembre 2001
Publications
International and Italian National Journals
- M.Boschetti, V. Maniezzo, and M. Roffilli, "A Fully Distributed Lagrangean Solution for a Peer-to-Peer Overlay Network Design Problem", INFORMS Journal On Computing 2011, Vol 23, 90-104
- V. Maniezzo and M. Roffilli: "Very strongly constrained problems: an ant colony optimization approach", Cybernetics and Systems, 39:4, (2008) 395-424
- V. Maniezzo and M. Roffilli: "A psychogenetic algorithm for behavioral sequence learning", International Journal on Artificial Intelligence Tools, Vol. 16, No. 2 (2007) 195-217
- R. Campanini, E. Iampieri, N. Lanconelli, M. Masotti, T. Petkov, A. Riccardi, E. Angelini, M. Roffilli: "Computer-aided detection in radiologia", IL NUOVO SAGGIATORE, Vol. 22, No. 5/6 (2006) 92-97 [PDF]
- S. Cacciaguerra, S. Mirri, M. Roffilli, P. Salomoni, "A participatory framework to support inclusive multi-playing for gamers in disadvantaged conditions", WSEAS Transaction on Computers, Issue 10, Volume 5, October 2006
- S. Cacciaguerra, S. Mirri, M. Roffilli, P. Salomoni, "Let me participate! Using intelligent agents to support inclusive playing for gamers in disadvantaged conditions.", WSEAS Transactions on Communications, Issue 10, Volume 5, October 2006, extended version of "A participatory framework to support inclusive multi-playing for gamers in disadvantaged conditions"
- E. Angelini, R. Campanini, E. Iampieri, N. Lanconelli, M. Masotti, M. Roffilli: "Testing the performances of different image representations for mass classification in digital mammograms", International Journal of Modern Physics C [Computational Physics and Physical Computation], Vol. 17, No. 1 (2006) 113-131
- R. Campanini, D. Dongiovanni, E. Iampieri, N. Lanconelli, M. Masotti, G. Palermo, A. Riccardi and M. Roffilli: "A novel featureless approach to mass detection in digital mammograms based on Support Vector Machines" , Physics in Medicine and Biology, volume 49, issue 6, (2003) pages 961 - 975 [PDF]
- R. Campanini, D. Dongiovanni, N. Lanconelli, G. Palermo, M. Roffilli, A. Riccardi: "A Support Vector Machines Classifier based on Recursive Feature Elimination for Microarray Data in Breast Cancer Characterization" AI*IA Notizie, year XV, volume 4, pages 28 - 31, December 2002 [PDF]
Book Chapters
- M.Boschetti, V. Maniezzo, and M. Roffilli, "Decomposition Techniques as Metaheuristic Frameworks", Chapter 5 in "Matheuristics - Hybridizing Metaheuristics and Mathematical Programming", Annals of Information Systems, Vol. 10, Maniezzo, V.; Stutzle, T.; Voss, S. (Eds.), 2010, XVIII,ISBN: 978-1-4419-1305-0
- M.Boschetti, V. Maniezzo, M. Roffilli, and A.B. Rohler: "Matheuristics: Optimization, Simulation and Control", Hybrid Metaheuristics 2009, Volume 5818/2009, Pages 171-177, ISBN 978-3-642-04917-0
- V. Maniezzo and M. Roffilli, "Algorithms for large directed CARP instances: urban solid waste collection operational support", Book Chapter in "Recent Advances in Evolutionary Computation for Combinatorial Optimization", Series: Studies in Computational Intelligence, Vol. 153, Cotta, Carlos; van Hemert, Jano (Eds.), Springer, 2008, ISBN: 978-3-540-70806-3
- M. Roffilli, A. Lomi, "Identifying and classifying social groups: A machine learning approach", in Data Science and Classification, V.Batagelj, H.-H.Bock, A.Ferligoj, A.Ziberna (Editors), Springer, 2006
- R. Campanini, N. Lanconelli and M. Roffilli "Support Vector Machines in CAD mammography". Chapter 7 in Recent advances in Breast imaging, Mammography, and Computer-Aided Diagnosis of Breast Cancer, Jasjit Suri and Rangaraj M. Rangayyan (Editors), 2006 SPIE Press, ISBN 0819460818 .
Errata Corrige: in formula 7.28 it is "maximize" insted of "Minimize". - R. Campanini, N. Lanconelli, M. Roffilli , et al. "The Current Status and Likely Future of Breast Imaging CAD Mammography". Chapter 28 in Recent advances in Breast imaging, Mammography, and Computer-Aided Diagnosis of Breast Cancer, Jasjit Suri and Rangaraj M. Rangayyan (Editors), 2006 SPIE Press, ISBN 0819460818
International Conferences
- Mazzamuto G., Costantini I., Neri M.,Roffilli M., Silvestri L., Pavone F.S. "Automatic Segmentation of Neurons in 3D Samples of Human Brain Cortex". In: Sim K., Kaufmann P. (eds) Applications of Evolutionary Computation. EvoApplications 2018. Lecture Notes in Computer Science, vol 10784. Springer,2018
- G. Mazzamuto, L. Silvestri, I. Costantini, F. Orsini, M. Roffilli, P. Frasconi, L. Sacconi, and F.S. Pavone, "Software Tools for Efficient Processing of High-Resolution 3D Images of Macroscopic Brain Samples" in Biophotonics Congress: Biomedical Optics Congress 2018 (Microscopy/Translational/Brain/OTS), OSA Technical Digest (Optical Society of America, 2018), paper JTh3A.64
- G. Mazzamuto, L. Silvestri, I. Costantini, F. Orsini, M. Roffilli, P. Frasconi, and F.S. Pavone, "A software pipeline for efficient processing of 3D high-resolution microscopy images of large brain samples", 2nd HBP Student Conference - Transdisciplinary Research Linking Neuroscience, Brain Medicine and Com (HBPSC 2018), Ljubljana, 2018
- I. Costantini, L. Silvestri, E. Lazzeri, V. Conti, C. Del Torto, G. Mazzamuto, M. Roffilli, L. Sacconi, R. Guerrini, F. S. Pavone, "Three-dimensional investigation of neuronal layer distribution in human brain cortex", World 2017 Neuroscience Meeting, Washington D.C., 2017
- G. Mazzamuto, L. Silvestri, I. Costantini, F. Orsini, M. Roffilli, P. Frasconi, L. Sacconi, and F.S. Pavone, "Software tools for high-throughput stitching and processing of μm-resolution 3D images of brain samples", World 2017 Neuroscience Meeting, Washington D.C., 2017
- O. Schiaratura, P. Ansaloni, G. Lughi, M. Neri, M. Roffilli, F. Serpi, A. Simonetto: "SoC-based pattern recognition systems for Non Destructive Testing", International Workshop on Machine learning, Optimization and big Data (MOD 2015), July 21 – 23 2015
- B. Bois, A. Volta, …, G. Lughi, M. Roffilli,, … : "GIS, mechanistic modelling and ontology: a performing mix for precision and sustainable viticulture", Proc. of 37h World Congress of Vine and Wine, Mendoza, Argentina, November 9 – 14 2014
- M.C. Pettenati and M. Roffilli, "A Computer Aided Diagnosis System for Large-scale Digital Pathology", Proceedings of BIT 6th Annual World Cancer Congress (WCC-2013), Xian, China, May 23-25, 2013
- M. Masotti, E. Angelini, R. Campanini, E. Iampieri, N. Lanconelli, M. Roffilli, C. Liberati, H. Bozdogan, "Computer-aided detection of breast cancer via kernel machines", Proceedings of the International Conference on Multivariate Statistical Modelling and High Dimensional Data Mining, Kayseri, Turkey, June 19-23, 2008
- V. Maniezzo, M. Roffilli, R. Gabrielli, A. Guidazzi, M.Otero, R. Trujillo, "Regional Traffic Assignment by ACO preliminary results", ANTS 2008, Bruxelles, September 22-24 2008
- M. Masotti, R. Campanini, E. Angelini, E. Iampieri, N. Lanconelli, M. Roffilli, "Ranklet texture features for false positive reduction in computer-aided detection of breast masses", CARS 2008 Computer Assisted Radiology and Surgery - 22nd International Congress and Exhibition, Barcelona, Spain, June 25-28, 2008
- M. Roffilli, E. Angelini, R. Campanini, V. Maniezzo, "Machine Learning based histogram matching for Pattern Recognition", LION 2007 Working Papers, Learning and Intelligent OptimizatioN,Andalo (Trento) - Italy, Feb 12-18, 2007
- R. Gabrielli, A. Guidazzi, M. A. Boschetti, V. Maniezzo, M. Roffilli, "Adaptive traffic flow estimation", LION 2007 Working Papers, Learning and Intelligent OptimizatioN,Andalo (Trento) - Italy, Feb 12-18, 2007
- M. Roffilli, V. Maniezzo, and M. A. Boschetti, "GRID-based services for optimized freight distribution", IEEE ICSSS'06 International Conference on Services Systems and Services Management, Troyes (France), October 25-27, 2006, 558,563, 1-4244-0451-7/06 IEEE
- R. Campanini, E. Angelini, E. Iampieri, N. Lanconelli, M. Masotti, M. Roffilli, "A ranklet-based CAD for digital mammography", in Susan M. Astley, Michael Brady, Chris Rose, Reyer Zwiggelaar (Eds.): Digital Mammography, 8th International Workshop, IWDM 2006, Manchester, UK, June 18-21, 2006, Proceedings. Lecture Notes in Computer Science 4046 Springer 2006, ISBN 3-540-35625-8
- R. Gabrielli, A. Guidazzi, M. A. Boschetti, M. Roffilli, V. Maniezzo, "Practical Origin-Destination traffic flow estimation", ODYSSEUS 2006, Third International Workshop on Freight Transportation and Logistics. Altea (Spain), May 23-26, 2006
- M. Roffilli and A. Lomi, "Identification of Social Groups as a Classification Problem: A Machine Learning Approach to the Analysis of Social Networks", Serdult, Uwe and Taube, Volker G. (Editors), 2006, Applications of Social Network Analysis 2005, Berlin, Wissenschaftlicher Verlag Berlin
- S. Cacciaguerra, S. Ferretti, M. Roccetti, M. Roffilli: "Car Racing through the Streets of the Web: a High-Speed 3D Game over a Fast Synchronization Service", Proc. of 14th ACM International World Wide Web Conference, Poster Track, Chiba (Japan), W3C/ACM, May 2005, 884-885
- S. Cacciaguerra, M. Roffilli: "Agent-based participatory simulation activities for the emergence of complex social behaviours" Proc. of AISB05, Social Intelligence and Interaction in Animals, Robots and Agents, April 12-15, 2005, Hatfield, England
- A. Lomi, M. Roffilli: "Organizational forms as a classification problem: a machine learning approach" International Workshop "Forms, Functions and Organization", Villa Guastavillani, September 9-10-11, 2004, Bologna, Italy
- R. Campanini, E. Angelini, E. Iampieri, N. Lanconelli, M. Masotti, M. Roffilli, O. Schiaratura, M. Zanoni: "A fast algorithm for intra-breast segmentation of digital mammograms for CAD systems" , 7th International Workshop on Digital Mammography, June 18-21 2004, Durham, North Carolina, USA [PDF]
- R. Campanini, E. Angelini, D. Dongiovanni, E. Iampieri, N. Lanconelli, C. Mair-Noack, M. Masotti, G. Palermo, M. Roffilli, G. Saguatti, O. Schiaratura: "Preliminary results of a featureless CAD system on FFDM images" ,7th International Workshop on Digital Mammography, June 18-21 2004, Durham, North Carolina, USA [PDF]
- S. Cacciaguerra, A. Lomi, M. Roccetti, M. Roffilli, "A Wireless Software Architecture for Fast 3D Rendering of Agent-Based Multimedia Simulations on Portable Devices" , IEEE Consumer Communications and Networking Conference 2004, Caesars Palace, Las Vegas, Nevada, USA, 5-8 January 2004 [PDF]
- A. Bazzani, A. Bevilacqua, D. Bollini, R. Campanini, D. Dongiovanni, E. Iampieri, N. Lanconelli, A. Riccardi, M. Roffilli, R. Tazzoli, "A novel approach to mass detection in digital mammography based on Support Vector Machines (SVM)" , Proceedings of the 6th International Workshop on Digital Mammography, June 22-25 2002, Bremen Germany [PDF]
- A. Bevilacqua and M. Roffilli, "Robust denoising and moving shadows detection in traffic scenes" , IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Kauai Marriott, Hawaii, Dec 9-14,2001 [PDF]
Report
- A.Corona, R. Alexander, M. Gatti, M. Medda, D. Piccarozzi, M. Roffilli, "Medical Image Analysis on Cell BroadBand Engine Project", Project Final Report, IBM, 2009
Ph.D. thesis
- M. Roffilli, "Advanced Machine Learning Techniques for Digital Mammography", PhD thesis, Tech. Rep. UBLCS-2006-12, University of Bologna, Department of Computer Science, 2006 [PDF]
Degree thesis (in Italian)
- M. Roffilli, "Lo sviluppo del sistema informativo a supporto delle scelte strategiche: il caso dell azienda Pieri s.r.l." , Tesi in Economia ed Organizzazione Aziendale (Prof. Massimo Bianchi), Scienze dell Informazione,Univ. Bologna, Sessione I, 1998-1999[PDF] [PPT]
Italian National Conferences
- P. Ansaloni, G. Bollini, MC. Nannetti, M. Roffilli: "Realizzazione di un plugin open source per QGIS per il calcolo degli indicatori di VAS del PTPR della Regione Emilia-Romagna", Proc. of 18a Conferenza Nazionale ASITA – Federazione delle Associazioni Scientifiche per le Informazioni Territoriali e Ambientali, October 2014
- M. Roffilli: "Simulazioni di traffico veicolare e modello radiativo: una interpretazione congiunta" , Proc. of 16a Conferenza Nazionale ASITA - Federazione delle Associazioni Scientifiche per le Informazioni Territoriali e Ambientali, November 2012, ISBN 978-88-903132-7-1
- E. Cerri and M. Roffilli: "Un sistema quantitativo a supporto delle decisioni per la pianificazione territoriale: il caso Unione dei Comuni del Rubicone" , Proc. of 16a Conferenza Nazionale ASITA - Federazione delle Associazioni Scientifiche per le Informazioni Territoriali e Ambientali, November 2012, ISBN 978-88-903132-7-1
- M. Roffilli: "Il CAD per la rivelazione del cancro al seno e al polmone" , Proc. of VI Congresso Nazionale AIFM – Associazione Italiana di Fisica Medica, Reggio Emilia , 16-19 September 2009
- M. A. Boschetti, R. Gabrielli, A. Guidazzi, V. Maniezzo, R.Miserocchi and M. Roffilli: "Distribuzione puntuale dei flussi di traffico simulato" , Proc. of 12a Conferenza Nazionale ASITA - Federazione delle Associazioni Scientifiche per le Informazioni Territoriali e Ambientali, October 2008
- M. A. Boschetti, V. Maniezzo and M. Roffilli: "A Fully Distributed Lagrangean Metaheuristic for a P2P Overlay Network Design Problem" , Proc. of AIRO 2008 XXXIX Annual Conference organized by the Italian Operations Research Society (AIRO), Ischia, Italy, September 7th to 11th, 2008
- R. Gabrielli, A. Guidazzi, V. Maniezzo and M. Roffilli: "Simulazione adattiva dei flussi di traffico" , Proc. of 11a Conferenza Nazionale ASITA - Federazione delle Associazioni Scientifiche per le Informazioni Territoriali e Ambientali, November 2007
- M. Roffilli and V. Maniezzo: "Parallel and distributed ACO-based services for large-scale logistics: preliminary results" , WIVACE 2007, Workshop Italiano di Vita Artificiale e Computazione Evolutiva, Baia Samuele, Sampieri (Ragusa), Sicilia, 5-7 September 2007
- M. A. Boschetti, R. Gabrielli, A. Guidazzi, V. Maniezzo and M. Roffilli: "Origin-Destination Traffic Flow Modelling at Subregional Level" , Proc. of AIRO 2006 XXXVII Annual Conference organized by the Italian Operations Research Society (AIRO), Cesena, Italy, September 12th to 15th, 2006
- V. Maniezzo, Enrico Bartolini, and M. Roffilli: "Una teoria psicogenetica per l'apprendimento",Congresso AICA 2006, 21-22 settembre 2006 Cesena (FC)
- V. Maniezzo, M. Roffilli and Giovanni Lughi: "Machine learning per giochi multiplayer",Congresso AICA 2006, 21-22 settembre 2006 Cesena (FC)
- R. Gabrielli, A. Guidazzi, V. Maniezzo and M. Roffilli: "Modellizzazione di flussi di traffico" , Proc. of 9a Conferenza Nazionale ASITA - Federazione delle Associazioni Scientifiche per le Informazioni Territoriali e Ambientali, November 2005 [PDF]
- R. Campanini, D. Dongiovanni, N. Lanconelli, G. Palermo, M. Roffilli, A. Riccardi: "A Support Vector Machines Classifier based on Recursive Feature Elimination for Microarray Data in Breast Cancer Characterization" , First National Workshop on Bioinformatics, VIII National Congress of the Italian Association for Artificial Intelligence, September 10 2002, Siena, Italy [PDF]
Peer Reviewer
- Arabian Journal for Science and Engineering
- Journal of Machine Learning Research
- IEEE Communications Magazine
- IEEE Multimedia Technologies and Services Symposium della IEEE International Conference on Communications (ICC 04), June 2004, Paris, France
- IEEE Consumer Communications and Networking Conference 2004 (CCNC 04), January 2004 Las Vegas, Nevada, USA [PDF]
- Far East Journal of Experimental and Theoretical Artificial Intelligence
- 1st IEEE International Workshop on Networking Issues in Multimedia Entertainment (NIME 04), Novembre 2004, Dallas, Texas, USA
- IASTED International Journal of Computers and Applications
- MTAP Journal - Special Issue on Advances in Consumer Communications and Networking
Italian Press Reviewer
- Corriere Romagna - 12 November 2011, Provincia, festa e innovazione [PDF]
- La Voce di Romagna - 11 November 2011, Tutte le mappe e le tabelle in un click [PDF]
- Il Resto del Carlino - 11 November 2011, Tutta la citta' in un palmare [PDF]
- La Repubblica - 26 January 2006, E a Bologna c'è il software intelligente [PDF]
- Corriere Romagna di Cesena - 29 October 2005, La mammografia intelligente [PDF]
- Corriere Romagna di Cesena - 25 October 2002, Ricerca da Nobel all'Universita' [PDF]
- Corriere Romagna di Cesena - 3 January 1996, Matteo Roffilli ragazzo dallo scacco matto facile [JPG]
Talks and Tutorial
- Futurshow 2002 - Partecipazione con stand relativo al Progetto CAD (Computer Aided Detection) nella sezione Progetti ad Alta Tecnologia - Padiglione Universita' di Bologna
- "SWAR - MMX,SSE,SSE2 - Programmazione Multipiattaforma", Talk, Linux Day, November 22 2002, Cesena, Italy [PDF]
- "A novel approach to mass detection in digital mammography based on Support Vector Machines." Talk, LXXXVIII National Congress of the Italian Physics Society, September 26 - October 1 2002, Alghero, Italy
- "GCC 3.3.x Vs .NET 2003", Talk, Linux Day, November 28 2003, Cesena, Italy [PDF]
- "Support Vector Machines: theory and applications", Talk, CRS4, Settembre 23 2004, Pula (CA), Italy
- "A Wireless Software Architecture for Fast 3D Rendering of Agent-Based Multimedia Simulations on Portable Devices", S. Cacciaguerra, A. Lomi, M. Roccetti, M. Roffilli, Talk, IEEE Consumer Communications and Networking Conference 2004, Caesars Palace, Las Vegas, Nevada, USA, 5-8 Gennaio 2004
- "Organization form as a classification problem: A machine learning approach",A. Lomi, M. Roffilli, Talk,International Workshop - Forms, Functions and Organization. Villa Guastavillani, Bologna (Italy) September 9-10-11, 2004
- "The multi-platform philosophy: how to develop under Linux and to sell for Windows", Talk, Security Day & Linux Day, November 26-27 2004, Cesena, Italy [PDF]
- "A scalable and distributed infrastructure for training and testing Computer Aided Diagnostic systems", R. Campanini, N. Lanconelli, L. Leoni, S.Manca, M. Roffilli, C. Podda, M. Vocale and G. Zanetti, Talk, Italian Association of Telemedicine and Medical Informatics 5th Congress and 1st EMMIT Euro-Mediterranean Medical Informatics and Telemedicine - International Conference November, 18-21 2004, Italy
- "Advanced Machine Learning Techniques for Digital Mammography", Talk, 2nd year Ph.D. progress , November 25 2004, Bologna, Italy
- "SVMs for Digital Mammography: a featureless approach", Talk, Department of Mathematics, University of Modena and Reggio Emilia, December 14 2004, Modena, Italy
- "Support Vector Machine: an overview", Talk, CRS4, September 27 2005, Pula (CA), Italy
- "Advanced Machine Learning Techniques for Digital Mammography", Talk, 3nd year Ph.D. progress , October 18 2005, Bologna, Italy
- "Opening", Security Day & Linux Day, November 25-26 2005, Cesena, Italy
- "Support Vector Machine and Relevance Vector Machine: applications to digital mammography", Talk, Department of Mathematics, University of Modena and Reggio Emilia, March 27 2006, Modena, Italy
- "Advanced Machine Learning Techniques for Digital Mammography", Talk, Ph.D. Thesis Defense , April 27 2006, Bologna, Italy
- "Breast cancer detection through machine learning techniques", Talk, China Meeting at Unibo, November 7 2006, Bologna, Italy