University of Pisa

Publications

C38 F A Galatolo, M G C A Cimino, G Vaglini, "Using stigmergy as a computational memory in the design of recurrent neural networks", Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 1:830-836 (2019), doi: 10.5220/0007581508300836
C37 Mario G C A Cimino, Massimiliano Lega, Manilo Monaco, Gigliola Vaglini, "Adaptive exploration of a UAVs swarm for distributed targets detection and tracking", Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 1:837-844 (2019), doi: 10.5220/0007581708370844
C36 Antonio L Alfeo, Mario G C A Cimino, Bruno Lepri, Alex 'Sandy' Pentland, Gigliola Vaglini, "Detecting Permanent and Intermittent Purchase Hotspots via Computational Stigmergy", Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 1:822-829 (2019), doi: 10.5220/0007581308220829
C35 Mario G C A Cimino, Gigliola Vaglini, "Monitoraggio dello stile di vita basato su sensori non invasivi e campi recettivi stigmergici", Atti del Convegno Nazionale CINI sull'Intelligenza Artificiale (Ital-IA) - Workshop AI for Health and Medicine, 1-2 (2019), url: ital-ia.it
C34 Paolo Barsocchi, Nicola Carbonaro, Mario G C A Cimino, Davide La Rosa, Filippo Palumbo, Alessandro Tognetti, Gigliola Vaglini, "Detecting User's Behavior Shift with Sensorized Shoes and Stigmergic Perceptrons", Proceeding of the IEEE 23rd International Symposium on Consumer Technology (ISCT2019), 1-4 (2019)
J29 Antonio L Alfeo, Mario G C A Cimino, Gigliola Vaglini, "Enhancing biologically inspired swarm behavior: metaheuristics to foster the optimization of UAVs coordination in target search", COMPUTERS & OPERATIONS RESEARCH, 110:34-47 (2019), doi: 10.1016/j.cor.2019.05.021
I3 ANTONIO LUCA Alfeo, Mario G C A Cimino, Bruno Lepri, Gigliola Vaglini, "Using Call Data and Stigmergic Similarity to Assess the Integration of Syrian Refugees in Turkey", Guide to Mobile Data Analytics in Refugee Scenarios, 164-178 (2019), doi: 10.1007/978-3-030-12554-7
C33 ANTONIO LUCA Alfeo, Eduardo Castellò Ferrer, Yago Lizarribar Carrillo, Arnaud Grignard, Luis Alonso Pastor, Dylan T Sleeper, MARIO GIOVANNI COSIMO ANTONIO Cimino, Bruno Lepri, Gigliola Vaglini, Kent Larson, Marco Dorigo, Alex ‘Sandy' Pentland, "Urban Swarms: A new approach for autonomous waste management", Proceedings of the 2019 IEEE International Conference on Robotics and Automation (ICRA), 1-8 (2019), url: ieeexplore.ieee.org
J28 Antonio L Alfeo, Mario G C A Cimino, Bruno Lepri, Alex 'Sandy' Pentland, Gigliola Vaglini, "Assessing Refugees' Integration via Spatio-temporal Similarities of Mobility and Calling Behaviors", IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 1-14 (2019), doi: 10.1109/TCSS.2019.2923216
J27 Antonio L Alfeo, Mario G C A Cimino, Nicoletta DE FRANCESCO, Massimiliano Lega, Gigliola Vaglini, "Design and simulation of the emergent behavior of small drones swarming for distributed target localization", JOURNAL OF COMPUTATIONAL SCIENCE, 29:19-33 (2018), doi: 10.1016/j.jocs.2018.09.014
C32 Mario G C A Cimino, Federico Dalla Bona, Pierfrancesco Foglia, Manilo Monaco, Cosimo A Prete, Gigliola Vaglini, "Stock price forecasting over adaptive timescale using supervised learning and receptive fields", Mining Intelligence and Knowledge Exploration, 11308:279-288 (2018), doi: 10.1007/978-3-030-05918-7_25
C31 Marco Avvenuti, Mario G C A Cimino, Guglielmo Cola, Gigliola Vaglini, "Detection and mapping of a toxic cloud using UAVs and emergent techniques", Mining Intelligence and Knowledge Exploration, 11308:215-224 (2018), doi: 10.1007/978-3-030-05918-7_19
C30 Federico A Galatolo, Mario G C A Cimino, Gigliola Vaglini, "Using stigmergy to incorporate the time into artificial neural networks", Mining Intelligence and Knowledge Exploration, 11308:248-258 (2018), doi: 10.1007/978-3-030-05918-7_22
J26 Mario G C A Cimino, Alessandro Lazzeri, Witold Pedrycz, Gigliola Vaglini, "Using Stigmergy to Distinguish Event-Specific Topics in Social Discussions", SENSORS, 18:1-21 (2018), doi: 10.3390/s18072117
J25 Luca Alfeo, Paolo Barsocchi, MARIO GIOVANNI COSIMO ANTONIO Cimino, Davide La Rosa, Filippo Palumbo, Gigliola Vaglini, "Sleep behavior assessment via smartwatch and stigmergic receptive fields", PERSONAL AND UBIQUITOUS COMPUTING, 22:227-243 (2018), doi: 10.1007/s00779-017-1038-9
J24 F P Appio, MARIO GIOVANNI COSIMO ANTONIO Cimino, Alessandro Lazzeri, Antonella Martini, Gigliola Vaglini, "Fostering Distributed Business Logic in Open Collaborative Networks: an integrated approach based on semantic and swarm coordination", INFORMATION SYSTEMS FRONTIERS, 20:589-616 (2018), doi: 10.1007/s10796-016-9691-5
J23 Antonio L Alfeo, Mario G C A Cimino, Nicoletta De Francesco, Alessandro Lazzeri, Massimiliano Lega, Gigliola Vaglini, "Swarm coordination of mini-UAVs for target search using imperfect sensors", INTELLIGENT DECISION TECHNOLOGIES, 12:149-162 (2018), doi: 10.3233/IDT-170317
J22 Antonio L Alfeo, Mario G C A Cimino, Sara Egidi, Bruno Lepri, Gigliola Vaglini, "A stigmergy-based analysis of city hotspots to discover trends and anomalies in urban transportation usage", IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 19:2258-2267 (2018), doi: 10.1109/TITS.2018.2817558
J21 Marco Avvenuti, Nicola Carbonaro, Mario G C A Cimino, Guglielmo Cola, Alessandro Tognetti, Gigliola Vaglini, "Smart Shoe-Assisted Evaluation of Using a Single Trunk/Pocket-Worn Accelerometer to Detect Gait Phases", SENSORS, 18:1-13 (2018), doi: 10.3390/s18113811
C29 M G C A Cimino, F Galatolo, A Lazzeri, W Pedrycz, G Vaglini, "Spikiness Assessment of Term Occurrences in Microblogs: an Approach Based on Computational Stigmergy", Proceedings of The 6th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2017), 731-737 (2017), doi: 10.5220/0006253807310737
C28 ANTONIO LUCA Alfeo, MARIO GIOVANNI COSIMO ANTONIO Cimino, Gigliola Vaglini, "Measuring Physical Activity of Older Adults via Smartwatch and Stigmergic Receptive Fields", Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2017), 724-730 (2017), doi: 10.5220/0006253307240730
C27 Marco Avvenuti, Nicola Carbonaro, MARIO GIOVANNI COSIMO ANTONIO Cimino, Guglielmo Cola, Alessandro Tognetti, Gigliola Vaglini, "Smart shoe-based evaluation of gait phase detection accuracy using body-worn accelerometers", Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, 247:250-257 (2017), doi: 10.1007/978-3-319-98551-0_29
C26 G Carmignani, M G C A Cimino, F Failli, A Santone, G Vaglini, "A new perspective on Process-oriented Software Engineering based on BPMN Process Mining", Atti del XIII Convegno dell’Associazione Italiana di Tecnologia Meccanica AITEM 2017, 1-10 (2017), url: aitem.org
C25 Antonio L Alfeo, MARIO GIOVANNI COSIMO ANTONIO Cimino, Sara Egidi, Bruno Lepri, Gigliola Vaglini, "An emergent strategy for characterizing urban hotspot dynamics via GPS data", NETMOB: book of abstracts, 27-29 (2017), url: netmob.org
J20 MARIO GIOVANNI COSIMO ANTONIO Cimino, Filippo Palumbo, Gigliola Vaglini, Erina Ferro, Nedo Celandroni, Davide La Rosa, "Evaluating the impact of smart technologies on harbor's logistics via BPMN modeling and simulation", INFORMATION TECHNOLOGY & MANAGEMENT, 18:223-239 (2017), doi: 10.1007/s10799-016-0266-4
J19 Antonio L Alfeo, Mario G C A Cimino, Alessandro Lazzeri, Gigliola Vaglini, "Detecting urban road congestion via parametric adaptation of position-based stigmergy", INTELLIGENT DECISION TECHNOLOGIES, 11:465-475 (2017), doi: 10.3233/IDT-170308
C24 Antonio. L Alfeo, Mario G C A Cimino, Sara. Egidi, Bruno. Lepri, Alex. Pentland, Gigliola Vaglini, "Stigmergy-Based Modeling to Discover Urban Activity Patterns from Positioning Data", Social, Cultural, and Behavioral Modeling, 10354:292-301 (2017), doi: 10.1007/978-3-319-60240-0_35
C23 M Avvenuti, C Bernardeschi, M G C A Cimino, G Cola, A Domenici, G Vaglini, "Detecting elderly behavior shift via smart devices and stigmergic receptive fields", Proceedings of The 6th EAI International Conference on Wireless Mobile Communication and Healthcare (MOBIHEALTH 2016), 192:398-405 (2017), doi: 10.1007/978-3-319-58877-3_50
C22 Cinzia Bernardeschi, MARIO GIOVANNI COSIMO ANTONIO Cimino, Andrea Domenici, Gigliola Vaglini, "Using smartwatch sensors to support the acquisition of sleep quality data for supervised machine learning", Proceedings of The 6th EAI International Conference on Wireless Mobile Communication and Healthcare (MOBIHEALTH 2016), 192:251-259 (2017), doi: 10.1007/978-3-319-58877-3_33
C21 MARIO GIOVANNI COSIMO ANTONIO Cimino, Gigliola Vaglini, "Localization and Inhibition of Malicious Behaviors through a Model Checking based methodology", Proceedings of the 3rd International Conference on Information Systems Security and Privacy (ICISSP 2017), 644-652 (2017), doi: 10.5220/0006287906730652
J18 Marco Avvenuti, MARIO GIOVANNI COSIMO ANTONIO Cimino, Stefano Cresci, Andrea Marchetti, Maurizio Tesconi, "A framework for detecting unfolding emergencies using humans as sensors", SPRINGERPLUS, 5:1-23 (2016), doi: 10.1186/s40064-016-1674-y
C20 M. G. C. A., Cimino; Lazzeri; A G Vaglini, "Using Differential Evolution to Improve Pheromone-based Coordination of Swarms of Drones for Collaborative Target Detection", Proceedings of The 5th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2016), 605-610 (2016), doi: 10.5220/0005732606050610
C19 A L Alfeo, F P Appio, M G C A Cimino, A Lazzeri, A Martini, G Vaglini, "An adaptive stigmergy-based system for evaluating technological indicator dynamics in the context of smart specialization", Proceedings of The 5th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2016), 497-502 (2016), doi: 10.5220/0005645204970502
C18 MARIO GIOVANNI COSIMO ANTONIO Cimino, Alessandro Lazzeri, Gigliola Vaglini, "Combining stigmergic and flocking behaviors to coordinate swarms of drones performing target search", Proceedings of The Sixth International Conference on Information, Intelligence, Systems and Applications (IISA 2015), 1-6 (2015), doi: 10.1109/IISA.2015.7387990
J17 Mario G C A Cimino, Nedo Celandroni, Erina Ferro, Davide La Rosa, Filippo Palumbo, Gigliola Vaglini, "Wireless communication, identification and sensing technologies enabling integrated logistics: a study in the harbor environment", INTERNATIONAL JOURNAL OF INFORMATION AND COMMUNICATION TECHNOLOGY RESEARCH, 5:1-14 (2015), url: esjournals.org
J16 P Barsocchi, M G C A Cimino, E Ferro, A Lazzeri, F Palumbo, G Vaglini, "Monitoring elderly behavior via indoor position-based stigmergy", PERVASIVE AND MOBILE COMPUTING, 23:26-42 (2015), doi: 10.1016/j.pmcj.2015.04.003
C17 M G C A Cimino, A Lazzeri, G Vaglini, "Improving the analysis of context-aware information via marker-based stigmergy and differential evolution", LECTURE NOTES IN ARTIFICIAL INTELLIGENCE, 9120:341-352 (2015), doi: 10.1007/978-3-319-19369-4
C16 MARIO GIOVANNI COSIMO ANTONIO Cimino, Alessandro Lazzeri, Gigliola Vaglini, "Enabling swarm aggregation of position data via adaptive stigmergy: a case study in urban traffic flows", Proceedings of The Sixth International Conference on Information, Intelligence, Systems and Applications (IISA 2015), 1-6 (2015), doi: 10.1109/IISA.2015.7387987
J15 G Castellano, MARIO GIOVANNI COSIMO ANTONIO Cimino, A M Fanelli, Beatrice Lazzerini, Francesco Marcelloni, M A Torsello, "A multi-agent system for enabling collaborative situation awareness via position-based stigmergy and neuro-fuzzy learning", NEUROCOMPUTING, 135:86-97 (2014), doi: 10.1016/j.neucom.2013.03.066
C15 Gionata Carmignani, MARIO GIOVANNI COSIMO ANTONIO Cimino, Franco Failli, "Process Modeling and Problem Solving: connecting two worlds by BPMN", International Journal of Computer, Information, Systems and Control Engineering, 8:1219-1227 (2014)
J14 M G C A Cimino, G Vaglini, "An Interval-Valued Approach to Business Process Simulation Based on Genetic Algorithms and the BPMN", INFORMATION, 5:319-356 (2014), doi: 10.3390/info5020319
J13 Mario G C A Cimino, Lazzerini Beatrice, Marcelloni Francesco, Pedrycz Witold, "Genetic interval neural networks for granular data regression", INFORMATION SCIENCES, 257:313-330 (2014), doi: 10.1016/j.ins.2012.12.049
J12 G Castellano, MARIO GIOVANNI COSIMO ANTONIO Cimino, A M Fanelli, Beatrice Lazzerini, Francesco Marcelloni, M A Torsello, "A Collaborative Situation-Aware Scheme based on an Emergent Paradigm for Mobile Resource Recommenders", JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 4:421-437 (2013), doi: 10.1007/s12652-012-0126-y
J11 M G C A Cimino, G Vaglini, "An Emergent Approach to Text Analysis Based on a Connectionist Model and the Web", ALGORITHMS, 6:565-590 (2013), doi: 10.3390/a6030565
J10 Marco Avvenuti, Daniel Cesarini, Mario G C A Cimino, "MARS, a Multi-Agent System for Assessing Rowers' Coordination via Motion-Based Stigmergy", SENSORS, 13:12218-12243 (2013), doi: 10.3390/s130912218
J9 Cinzia Bernardeschi, LUCA MARIA Cassano, MARIO GIOVANNI COSIMO ANTONIO Cimino, Andrea Domenici, "GABES: a Genetic Algorithm Based Environment for SEU Testing in SRAM-FPGAs", JOURNAL OF SYSTEMS ARCHITECTURE, 59:1243-1254 (2013), doi: 10.1016/j.sysarc.2013.10.006
C14 M G C A Cimino, R D Bettarini, G Frosini, F Benedetti, "Un sistema di lezioni a distanza basato su criteri di semplicità, efficienza ed economicità", DIDAMATICA 2013 – Tecnologie e Metodi per la Didattica del Futuro, 823-833 (2013)
C13 M Cimino, G Lettieri, G Stea, "Using Web-CAT to improve the teaching of programming to large university classes", Proceedings of DIDAMATICA 2013, (2013)
J8 MGCA Cimino, F Marcelloni, "An Efficient Model-Based Methodology for Developing Device-Independent Mobile Applications", JOURNAL OF SYSTEMS ARCHITECTURE, 58:286-304 (2012), doi: 10.1016/j.sysarc.2012.06.001
C12 CINZIA BERNARDESCHI, LUCA CASSANO, MARIO CIMINO, A DOMENICI, "Application of a Genetic Algorithm for Testing SEUs in SRAM-FPGA Systems", 6th HiPEAC Workshop on Reconfigurable Computing, 1-10 (2012)
J7 MARIO GIOVANNI COSIMO ANTONIO Cimino, Beatrice Lazzerini, Francesco Marcelloni, A Ciaramella, "An Adaptive Rule-Based Approach for Managing Situation-Awareness", EXPERT SYSTEMS WITH APPLICATIONS, 39:10796-10811 (2012), doi: 10.1016/j.eswa.2012.03.014
I2 MGCA Cimino, F Marcelloni, "Enabling traceability in the wine supply chain", Methodologies and Technologies for Networked Enterprises, 7200:397-412 (2012), doi: 10.1007/978-3-642-31739-2_20
C11 M G C A Cimino, B Lazzerini, F Marcelloni, W Pedrycz, "Granular Data Regression with Neural Networks", LECTURE NOTES IN COMPUTER SCIENCE, 172-179 (2011), doi: 10.1007/978-3-642-23713-3_22
C10 MGCA Cimino, B Lazzerini, F Marcelloni, G Castellano, AM Fanelli, MA Torsello, "A Collaborative Situation-Aware Scheme for Mobile Service Recommendation", Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 130-135 (2011), doi: 10.1109/ISDA.2011.6121643
J6 M G C A CIMINO, F MARCELLONI, "Autonomic Tracing of Production Processes with Mobile and Agent-based Computing", INFORMATION SCIENCES, 181:935-953 (2011), doi: 10.1016/j.ins.2010.11.015
B7 M AVVENUTI, G Cecchetti, CIMINO M G C A, "Lezioni di programmazione Web", (2010)
C9 A Ciaramella, Cimino M G C A, B Lazzerini, F Marcelloni, "Using Context History to Personalize a Resource Recommender via a Genetic Algorithm", Proceedings of the Tenth International Conference on Intelligent Systems Design and Applications, 2010 (ISDA '10), 965-970 (2010), doi: 10.1109/ISDA.2010.5687064
B6 M Avvenuti, M Cimino, "Laboratori di programmazione Web", (2010)
J5 A Ciaramella, M G C A Cimino, B LAZZERINI, F Marcelloni, "A Situation-Aware Resource Recommender based on Fuzzy and Semantic Web Rules", INTERNATIONAL JOURNAL OF UNCERTAINTY, FUZZINESS AND KNOWLEDGE BASED SYSTEMS, 18:411-430 (2010), doi: 10.1142/S0218488510006623
C8 CA. CIARAMELLA, M G C A CIMINO, F MARCELLONI, U STRACCIA, "Combining Fuzzy Logic and Semantic Web to Enable Situation-Awareness in Service Recommendation", LECTURE NOTES IN COMPUTER SCIENCE, 6261:31-45 (2010), doi: 10.1007/978-3-642-15364-8_3
B5 M G C A CIMINO, F CONSIGLI, C DI SACCO, R GIANNOTTI, P LANARI, F MARCELLONI, "TRA.S.P: tracce sulla pelle", (2009)
B4 M G C A Cimino, "Clustering in non-metric spaces", (2009), url: amazon.com
C7 A Ciaramella, M G C A Cimino, B LAZZERINI, F Marcelloni, "Situation-Aware Mobile Service Recommendation with Fuzzy Logic and Semantic Web", Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009 (ISDA '09), 1037-1042 (2009), doi: 10.1109/ISDA.2009.242
C6 A Ciaramella, M G C A Cimino, B LAZZERINI, F Marcelloni, "Using BPMN and Tracing for Rapid Business Process Prototyping Environments", Proceedings of the 11th International Conference on Enterprise Information Systems, 206-212 (2009)
J4 M G C A CIMINO, W PEDRYCZ, B LAZZERINI, F MARCELLONI, "Using Multilayer Perceptrons as Receptive Fields in the Design of Neural Networks", NEUROCOMPUTING, 72:2536-2548 (2009), doi: 10.1016/j.neucom.2008.10.014
J3 A BECHINI, M G C A CIMINO, F MARCELLONI, A TOMASI, "Patterns and technologies for enabling supply chain traceability through collaborative e-business", INFORMATION AND SOFTWARE TECHNOLOGY, 50:342-359 (2008), doi: 10.1016/j.infsof.2007.02.017
B3 M G C A CIMINO, F MARCELLONI, "INNO.PRO.MODA: innovazione progettazione qualità e tracciabilità per il sistema moda", (2008)
B2 M Avvenuti, G Cecchetti, M G C A Cimino, "Lezioni e laboratori di tecnologie web, lato server", (2007)
I1 M G C A CIMINO, B LAZZERINI, F MARCELLONI, "Fuzzy Clustering Based on Dissimilarity Relations Extracted from Data", Advances in Fuzzy Clustering and Its Applications, 265-283 (2007), doi: 10.1002/9780470061190.ch13
B1 M Avvenuti, G Cecchetti, M G C A Cimino, "Lezioni e laboratori di tecnologie web, lato client", (2007)
J2 M G C A Cimino, G Frosini, B Lazzerini, F Marcelloni, "On the noise distance in Robust Fuzzy C-Means", WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, 1:634-637 (2007), url: waset.org
J1 MARIO GIOVANNI COSIMO ANTONIO Cimino, Beatrice Lazzerini, Francesco Marcelloni, "A Novel Approach to Fuzzy Clustering based on a Dissimilarity Relation extracted from Data using a TS System", PATTERN RECOGNITION, 39:2077-2091 (2006), doi: 10.1016/j.patcog.2006.05.005
C5 A Bechini, MARIO GIOVANNI COSIMO ANTONIO Cimino, B Lazzerini, F Marcelloni, A Tomasi, "A general framework for food traceability", Proceedings of International Symposium on Applications and the Internet (SAINT), 1:366-369 (2005), doi: 10.1109/SAINTW.2005.1620050
C4 A BECHINI, MARIO G C A CIMINO, TOMASI ANDREA, "Using ebXML for Supply Chain Traceability - Pitfalls, Solutions and Experiences", IFIP INTERNATIONAL FEDERATION FOR INFORMATION PROCESSING, 189/2005:495-511 (2005), doi: 10.1007/0-387-29773-1_33
C3 M G C A Cimino, B Lazzerini, F Marcelloni, A Tomasi, "Cerere: an information system supporting traceability in the food supply chain", Proceedings of the Seventh IEEE International Conference on E-Commerce Technology Workshops, 90-98 (2005), doi: 10.1109/CECW.2005.8
C2 M G C A CIMINO, B LAZZERINI, F MARCELLONI, "A Novel Approach to Robust Fuzzy Clustering of Relational Data", Proceedings of the NAFIPS 2004: ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY, 1:90-94 (2004), doi: 10.1109/NAFIPS.2004.1336255
C1 M G C A CIMINO, B LAZZERINI, F MARCELLONI, "Relational clustering based on a dissimilarity relation extracted from data by a TS model", Proceedings of the IEEE International Conference onSystems, Man and Cybernetics, 2003., 3194-3199 (2003), doi: 10.1109/ICSMC.2003.1244382