Research Outputs Roberto Battiti


  • Ke, L., Zhang, Q., Battiti, R., "MOEA/D-ACO: A Multiobjective Evolutionary Algorithm Using Decomposition and Ant Colony " in JOURNAL TITLE NOT FOUND, v. 2013, n. 99 (2013), p. 1-15. - DOI: 10.1109/TSMCB.2012.2231860 - see details
  • D.T.Truong, R. Battiti , "A Cluster-Oriented Genetic Algorithm for Alternative Clustering " in Proceedings The IEEE International Conference on Data Mining series (ICDM 2012), Piscataway, USA: IEEE, 2012, p. 1122-1127. - ISBN: 9781467346498. Proceedings of: ICDM, Bruxelles, 2012. - DOI: 10.1109/ICDM.2012.55 - see details
  • P. Campigotto, A. Passerini, R. Battiti, "Active Learning of Combinatorial Features for Interactive Optimization" in Learning and Intelligent Optimization, Berlin, Heidelberg: Springer Verlag, 2011, p. 336-350 -(Lecture Notes in Computer Science; 6683). - ISBN: 9783642255656. Proceedings of: LION 2011, Rome, Gennaio 2011. - DOI: 10.1007/978-3-642-25566-3_25 - see details
  • R. Battiti, M. Brunato, Reactive Business Intelligence. From Data to Models to Insight., Trento, Italy: Reactive Search Srl, 2011, 241 p. - ISBN: 9788890579516. - URL: http://reactivebusinessintelligence.com/ - see details
  • M. Brunato, R. Battiti, "R-EVO: A Reactive Evolutionary Algorithm for the Maximum Clique Problem" in IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, v. 15, n. 6 (2011), p. 770-782. - URL: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6025278 . - DOI: 10.1109/TEVC.2010.2043363 - see details
  • S. Teso, C. Di Risio, A. Passerini, R. Battiti , "An on/off lattice approach to protein structure prediction from contact maps" in Proceedings of Pattern Recognition in Bioinformatics, Berlin; Heidelberg: Springer Verlag, 2010, p. 368-379 -(LNBI; 6282). - ISBN: 9783642160004. Proceedings of: PRIB2010, Nijmegen, The Netherlands , 22nd-24th September 2010 - see details
  • R. Battiti, A. Passerini, "Brain-Computer Evolutionary Multi-Objective Optimization (BC-EMO): a genetic algorithm adapting to the decision maker" in IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, v. 14, n. 5 (2010), p. 671-687. - DOI: 10.1109/TEVC.2010.2058118 - see details
  • M. Brunato, R. Battiti, "Grapheur: A Software Architecture for Reactive and Interactive Optimization" in Learning and Intelligent Optimization 4th International Conference, Berlin Heidelberg: Springer, 2010, p. 232-246 -(Lecture Notes in Computer Science; 6073). - ISBN: 9783642137990. Proceedings of: LION 4, Venezia, 18th-22nd January 2010. - URL: http://www.springer.com/978-3-642-13799-0 - see details
  • R. Battiti, F. Mascia, "Reactive and Dynamic Local Search for Max-Clique: Engineering Effective Building Blocks." in COMPUTERS & OPERATIONS RESEARCH, v. vol. 37, n. no. 3 (March 2010) (2010), p. 534-542. - URL: http://dx.doi.org/10.1016/j.cor.2009.02.013 . - DOI: 10.1016/j.cor.2009.02.013 - see details
  • R. Battiti, M. Brunato, "Reactive Search Optimization: Learning While Optimizing" in M. Gendreau, J.Y. Potvin (edited by), Handbook of Metaheuristics, Berlin; Heidelberg: Springer, 2010, p. 543-571. - (International Series in Operations Research & Management Science; 146). - ISBN: 9781441916631. - URL: http://www.springer.com/978-1-4419-1663-1 - see details
  • M. Gerla, R. G. Cascella, Z. Cao, B. Crispo, R. Battiti, "An efficient weak secrecy scheme for network coding data dissemination in VANET" in Proceedings of the IEEE International Symposium on Personal, Indoor and Mobile Radio Communications: IEEE, 2008. Proceedings of: PIMRC, Cannes, France, 15-18 Settembre 2008 - see details
  • R. Battiti, V. Maniezzo, J. Watson, Learning and Intelligent Optimization, Second International Conference, LION 2007 II, Trento, Italy, December 8-12, 2007, Berlin: Springer, 2008, 243 p. - (Lecture Notes in Computer Science; 5313). - ISBN: 9783540926948. - URL: http://www.springer.com/computer+science/theoretical+computer+science/foundations+of+computations/book/978-3-540-92694-8 - see details
  • R. Battiti, M. Brunato, P. Campigotto, "Learning while Optimizing an Unknown Fitness Surface" in Learning and Intelligent Optimization: Second International Conference, LION 2007 II, Trento, Italy, December 8-12, 2007: Selected Papers, Berlin/Heidelberg: Springer, 2008, p. 25-40 -(Lecture Notes in Computer Science. Theoretical Computer Science and General Issues; 5313). - ISBN: 9783540926948. Proceedings of: LION 2007 II, Trento, 8th-12th December 2007. - URL: http://www.springer.com/978-3-540-92694-8 - see details
  • M. Brunato, H. H. Hoos, R. Battiti, "On Effectively Finding Maximal Quasi-Cliques in Graphs" in Learning and Intelligent Optimization: Second International Conference, LION 2007 II, Trento, Italy, December 8-12, 2007: Selected Papers, Berlin/Heidelberg: Springer, 2008, p. 41-55 -(Lecture Notes in Computer Science. Theoretical Computer Science and General Issues; 5313). - ISBN: 9783540926948. Proceedings of: LION 2007 II, Trento, 8th-12th December 2007. - URL: http://www.springer.com/978-3-540-92694-8 - see details
  • M. Brunato, R. Battiti, "RASH: a self-adaptive random search method" in C. Cotta, M. Sevaux, K. Sörensen (edited by), Adaptive and multilevel metaheuristics, Berlin Heidelberg: Springer, 2008, p. 95-118. - (Studies in Computational Intelligence; 136). - ISBN: 978-3-540-79437-0 - see details
  • R. Battiti, M. Brunato, F. Mascia, Reactive search and intelligent optimization, Berlin: Springer, 2008, 190 p. - (Operations Research/Computer Science Interfaces Series). - ISBN: 9780387096230 - see details
  • R. G. Cascella, Z. Cao, B. Crispo, M. Gerla, R. Battiti, "Weak Data Secrecy via Obfuscation in Network Coding Based Content Distribution" in IFIP Wireless Days Conference: IEEE Press, 2008. Proceedings of: IFIP Wireless Days Conference, Dubai, UAE, 24-28 Novembre 2008 - see details
  • B. Li, R. Battiti, Y. Fang, "Achieving Optimal Performance by Using the IEEE 802.11 MAC Protocol With Service Differentiation Enhancements" in IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, v. 56, n. 3 (2007), p. 1374-1387. - URL: http://ieeexplore.ieee.org/xpl/tocresult.jsp?asf_arn=null&asf_iid=4201028&asf_pun=null&asf_in=null&asf_rpp=null&asf_iv=null&asf_sp=null&asf_pn=4 . - DOI: 10.1109/TVT.2007.895565 - see details
  • R. Battiti, B. Li, "Achieving optimal performance in IEEE 802.11 wireless LANs with the combination of link adaptation and adaptive backoff" in COMPUTER NETWORKS, v. 51, n. 6 (2007), p. 1574-1600 - see details
  • R. Battiti, A. Garg, "Digital reputation for virtual communities" in T. Gonzalez (edited by), Approximation algorithms and metaheuristics, Washington, DC: Taylor & Francis, 2007, p. 85-1-85-16 - see details
  • M. Brunato, R. Battiti, A. Montresor, "GOSH! Gossiping Optimization Search Heuristics", 2007, 10 p. - URL: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.66.6403 - see details
  • S. Bezrukov, R. Battiti, "On Partitioning of Hypergraphs" in DISCRETE MATHEMATICS, v. 307, n. 28 (2007), p. 1737-1753. - DOI: doi:10.1016/j.disc.2006.09.022 - see details
  • R. Battiti, M. Brunato, "Reactive search: machine learning for memory-based heuristics" in T. Gonzalez (edited by), Handbook of Approximation Algorithms and Metaheuristics, Boca Raton, Fla. [etc.]: Chapman & Hall/CRC, 2007, p. (21)1-(21)17. - (Computer and Information Science Series). - ISBN: 9781584885504 - see details
  • Anurag Garg, R. Battiti, Roberto Cascella, ""May I borrow Your Filter?" Exchanging Filters to Combat Spam in a Community" in 20th International Conference on Advanced Information Networking and Applications, 2006.: IEEE, 2006. Proceedings of: AINA 2006., Vienna, Austria, April 18-20 , 2006 - see details
  • R. Battiti, W. Wang, "Identifying Intrusions in Computer Networks with Principal Component Analysis" in Proceedings of ARES 2006 (The First International Conference on Availability, Reliability and Security), Los Alamitos (CA): IEEE Computer Society, 2006, p. 270-277. Proceedings of: ARES 2006 (The First International Conference on Availability, Reliability and Security), Vienna, 20-22 Apr 2006 - see details
  • R. Battiti, A. Garg, R. G. Cascella, "'May I borrow Your Filter?' Exchanging Filters to Combat Spam in a Community" in Advanced Information Networking and Applications, 2006. AINA 2006: IEEE Computer Society, 2006, p. 489-493. Proceedings of: AINA 2006, Vienna, April 2006 - see details
  • M. Brunato, R. Battiti, S. Pasupuleti, "Memory-Based RASH Optimizer" in Proceedings of the AAAI-06 Workshop on Heuristic Search, Memory Based Heuristics and Their applications, Menlo Park: AAAI Press, 2006, p. 45-51. - ISBN: 9781577352907. Proceedings of: AAAI-06 Workshop on Heuristic Search, Memory Based Heuristics and Their applications, Boston, 17th July 2006. - URL: http://www.ise.bgu.ac.il/faculty/felner/workshop/ - see details
  • B. Li, R. Battiti, A. Fukuda, "Performance Analysis of a Service-dependant Handoff Scheme in Voice/Data Integrated Cellular Mobile Systems" in COMPUTER NETWORKS, v. 50, n. 5 (2006), p. 707-730 - see details
  • M. Brunato, R. Battiti, "RASH: A Self-adaptive Random Search Method", 2006, 23 p. - URL: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.76.7298 - see details
  • A. Garg, A. Montresor, R. Battiti, "Reputation lending for virtual communities" in Security and Trust in Decentralized/Distributed Data Structures (STD3S'06) - ICDE Workshops, Los Alamitos, CA: IEEE Computer Society, 2006, p. 22-31. - ISBN: 0769525717. Proceedings of: Security and Trust in Decentralized/Distributed Data Structures (STD3S'06) - ICDE Workshops, Atlanta, GA, April 3-8, 2006. - URL: http://doi.ieeecomputersociety.org/10.1109/ICDEW.2006.128 . - DOI: 10.1109/ICDEW.2006.128 - see details
  • R. Battiti, S. Pasupuleti, "The Gregarious Particle Swarm Optimizer (G-PSO)" in Proceedings of ACM Genetic and Evolutionary Computation Conference (GECCO) 2006: ACM, 2006. Proceedings of: GECCO 2006, Seattle, Washington, USA, July 8-12 2006 - see details
  • Csaba Kiss Kall, Carla-fabiana Chiasserini, R. Battiti, Marco Ajmone Marsan, "Bluetooth Scatternet Optimization with Hop Count Minimization" in Proceedings of IEEE Local Computer Networks Conference: IEEE, 2005. Proceedings of: LCN'05, Sidney, 2005 - see details
  • A. Garg, R. Battiti, G. Costanzi, "Dynamic Self-management of Autonomic Systems: The Reputation, Quality and Credibility (RQC) Scheme" in Autonomic Communication: First International IFIP Workshop, WAC 2004, Berlin, Germany, October 18-19, 2004, Revised Selected Papers, Berlin/Heidelberg: Springer, 2005, p. 165-178 -(Lecture Notes in Computer Science. Computer Communication Networks and Telecommunications; 3457). - ISBN: 9783540274179. Proceedings of: WAC 2004, Berlin, 18th-19th October 2004 - see details
  • R. Battiti, R. Lo Cigno, F. Orava, B. Pehrson, "Global growth of open access networks: from warchalking and connection sharing to sustainable business" in JOURNAL ON SPECIAL TOPICS IN MOBILE NETWORKS AND APPLICATIONS, v. 10, (2005), p. 275-287 - see details
  • M. Gerla, J. Park, R. Battiti, A. Garg, "Intelligent Backbone Swarms for scalable, disruption tolerant wireless networking" in Proceedings of 2005 IEEE Swarm Intelligence Symposium (SIS-05), Piscataway (NJ): IEEE Operations Center, 2005, p. 432-435. - ISBN: 0780389166. Proceedings of: SIS-05, Pasadena (CA), 8th-10th June 2005. - DOI: 10.1109/SIS.2005.1501659 - see details
  • R. Battiti, M. Gerla (edited by), "Proceedings of Tridentcom 2006 (First International Conference on Testbeds and Research Infrastructures for the Development of Networks and Communities)", Los Alamitos, Calif.: IEEE computer society, 2005 - see details
  • C. Kiss Kallo, C. F. Chiasserini, R. Battiti, M. Ajmone Marsan, "Reducing the Number of Hops between Communication Peers in a Bluetooth Scatternet" in IEEE Wireless Communications and Networking Conference (WCNC'04): IEEE, 2005. Proceedings of: IEEE Wireless Communications and Networking Conference (WCNC'04), Atlanta, GA, USA, 21-25 March 2004. - URL: http://www.wcnc.org/ - see details
  • A. Garg, R. Battiti, R. G. Cascella, "Reputation management: experiments on the robustness of ROCQ" in Autonomous Decentralized Systems, 2005: ISADS 2005: Proceedings , Piscataway (NJ): IEEE Computer Society, 2005, p. 725-730. - ISBN: 0780389638. Proceedings of: ISADS 2005, Chengdu and Jiuzhaigou (China), 4th-8th April 2005. - URL: http://www.autonomic-communication.org/web/conferences/WAGEN/index.html . - DOI: 10.1109/ISADS.2005.1452182 - see details
  • M. Brunato, R. Battiti, "Statistical Learning Theory for Location Fingerprinting in Wireless LANs" in COMPUTER NETWORKS, v. 47, n. 6 (2005), p. 825-845 - see details
  • R. Battiti, M. Sabel, A. Garg, "WIKIREP: DIGITAL REPUTATION IN VIRTUAL COMMUNITIES" in Proceedings: CONGRESSO ANNUALE AICA 2005: AICA, 2005. Proceedings of: AICA 2005, Udine, 5-7 ottobre 2005 - see details
  • Mikalai Sabel, Anurag Garg, R. Battiti, "WikiRep: Digital Reputations In Virtual Communities" in Proceedings of XLIII Congresso Annuale AICA, 2005, p. 209-217. Proceedings of: XLIII Congresso Annuale AICA, Oct 2005 - see details
  • R. Battiti, R. Lo Cigno, F. Orava, B. Pehrson, M. Sabel, "Wireless LANs: from WarChalking to Open Access Networks" in JOURNAL ON SPECIAL TOPICS IN MOBILE NETWORKS AND APPLICATIONS, v. 10, (2005), p. 275-287 - see details
  • R. Battiti, M. Conti, R. Lo Cigno (edited by), "Wireless On-Demand Network Systems: First IFIP TC6 Working Conference, WONS 2004, Madonna di Campiglio, Italy, January 21-23, 2004: Proceedings", Berlin: Springer, 2005, 402 p. - (Lecture Notes in Computer Science; 2928). - ISBN: 9783540207900 - see details
  • E. Salvadori, R. Battiti, "A Traffic Engineering Scheme for QoS Routing in G-MPLS Networks Based on Transmission Quality": Kluwer Academic Publishers, 2004. Proceedings of: 8th IFIP Working Conference on Optical Network Design and Modelling - ONDM 2004, Gent - Belgium, 2-4 February 2004. - URL: http://www.ibcn.intec.ugent.be/ONDM2004/ - see details
  • B. Li, R. Battiti, "Analysis of the IEEE 802.11 DCF with Service Differentiation Support in Non-saturation Conditions" in Quality of Service in the Emerging Networking Panorama: Fifth International Workshop on Quality of Future Internet Services, QofIS 2004 and First Workshop on Quality of Service Routing WQoSR 2004 and Fourth International Workshop on Internet Charging and QoS Technology, ICQT 2004, Barcelona, Catalonia, Spain, Berlin: Springer, 2004, p. 64-73 -(Lecture Notes in Computer Science; 3266). Proceedings of: QofIS 2004, Barcelona, 2004 - see details
  • E. Salvadori, R. Battiti, "Quality of Service in IP over WDM considering both service differentiation and transmission quality" in 2004 IEEE International Conference on Communications, ICC 2004 : 20-24 June 2004, Paris : gateway to the global information society, Piscataway (NJ): IEEE Operations Center, 2004, p. 1836-1840. - ISBN: 0780385330. Proceedings of: ICC 2004, Paris, 20th-24th June 2004. - URL: http://www.icc2004.org/ - see details
  • C. Kis Kallo, R. Battiti, C. F. Chiasserini, M. Ajmone Marsan, "Reducing the number of hops between communication peers in a bluetooth scatternet" in Proceedings of the IEEE Wireless Communications and Networking Conference, Piscataway (NJ): IEEE Computer Society, 2004, p. 207-212. - ISBN: 0780383443. Proceedings of: WCNC 2004, Atlanta (GA), 21st-25th March 2004. - URL: http://www.comsoc.org/confs/wcnc/2004/ - see details
  • R. Battiti, M. Conti, R. Lo Cigno (edited by), "Wireless On-Demand Network Systems: First IFIP TC6 Working Conference, WONS 2004, Madonna di Campiglio, Italy, January 21-23, 2004: Proceedings", Berlin: Springer, 2004, 402 p. - (Lecture Notes in Computer Science; 2928). - ISBN: 9783540207900 - see details
  • E. Salvadori, R. Battiti, "A Load Balancing Scheme for Congestion Control in MPLS Networks" in EEE Symposium on Computers and Communications - ISCC 2003: IEEE, 2003. Proceedings of: IEEE Symposium on Computers and Communications - ISCC 2003, Kemer - Antalya, Turkey, June 30 - July 3 2003. - URL: http://www.comsoc.org/iscc/2003/ - see details
  • M. Brunato, R. Battiti, "A Multistart Randomized Greedy Algorithm for Traffic Grooming on Mesh Logical Topologies" in Next Generation Optical Network Design and Modelling, Boston; Dordrecht; London: Kluwer Academic Publishers, 2003, p. 417-430 -(IFIP; 114). Proceedings of: ONDM 2002, Torino, 4-6 febbraio 2002 - see details
  • R. Battiti, B. Li, "Achieving maximum throughput and service differentiation by enhancing the IEEE 802.11 MAC protocol": Springer, 2003, p. 285-300. Proceedings of: Wireless on-demand network systems (WONS 2004), Madonna di Campiglio (Tn), 21-23 January 2004. - URL: http://www.dit.unitn.it/wons/ - see details
  • M. Brunato, R. Battiti, E. Salvadori, "Dynamic load balancing in WDM networks" in OPTICAL NETWORKS MAGAZINE, v. 4, n. 5 (2003), p. 7-20 - see details
  • R. Battiti, B. Li, "Performance analysis of an enhanced IEEE 802.11 distributed coordination function supporting service differentiation": Springer, 2003, p. 152-161. Proceedings of: International workshop on quality of future Internet services (QoFIS), Stockholm, October 2003 - see details
  • M. Brunato, R. Battiti, "PILGRIM: A Location Broker and Mobility-Aware Recommendation System" in IEEE PerCom 2003, New York: IEEE Computer Society, 2003, p. 265-272. - ISBN: 9780769518930. Proceedings of: PerCom 2003, Fort Worth, TX (USA), 23-26 marzo 2003. - DOI: 10.1109/PERCOM.2003.1192787 - see details
  • R. Battiti, E. Gregori, M. Conti, M. Sabel, "Price-based Congestion-Control in Wi-Fi Hot Spots", 2003, p. 91-100. Proceedings of: WiOpt\'03, INRIA Sophia-Antipolis, France, 2003 - see details
  • R. Battiti, M. Brunato, R. Lo Cigno, A. Villani, R. Flor, G. Lazzari, "WILMA: an open lab for 802.11 hotspots" in Personal Wireless Communications 2003, 2003, p. 163-168 -(Lecture Notes in Computer Science; 2775). Proceedings of: PWC2003, Venice, 23rd-25th September 2003 - see details
  • M. Brunato, R. Battiti, E. Salvadori, "Load Balancing in WDM Networks through Adaptive Routing Table Changes" in NETWORKING 2002. Networking Technologies, Services, and Protocols; Performance of Computer and Communication Networks; Mobile and Wireless Communications: Second International IFIP-TC6 Networking Conference, Pisa, Italy, May 19-24, 2002 Proceedings, Berlin Heidelberg: Springer, 2002, p. 289-300 -(Lecture Notes in Computer Science; 2345). - ISBN: 3-540-43709-6. Proceedings of: Second International IFIP-TC6 Networking Conference, Pisa, 19th-24th May 2002. - URL: http://cnd.iit.cnr.it/networking2002 - see details
  • R. Battiti, A. Villani, N. T. Le, "Neural network model for intelligent networks: deriving the location from signal patterns", 2002. Proceedings of: The First Annual Symposium on Autonomous Intelligent Networks and Systems, UCLA, Los Angeles, May 8-9 2002 - see details
  • R. Battiti, A. Bertossi, D. Cavallaro, "A randomized saturation degree heuristic for channel assignment in cellular radio networks" in IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, v. 50(2), (2001), p. 364-374 - see details
  • R. Battiti, A. Bertossi, M. Brunato, "Cellular channel assignment: a new localized and distributed algorithm" in JOURNAL ON SPECIAL TOPICS IN MOBILE NETWORKS AND APPLICATIONS, v. 6, n. 6 (2001), p. 493-500 - see details
  • R. Battiti, M. Protasi, "Reactive local search for the maximum clique problem" in ALGORITHMICA, v. 29, n. 4 (2001), p. 610-637 - see details
  • R. Battiti, M. Brunato, "Reactive search for traffic grooming in WDM netwoks" in International Workshop on Digital Communications (IWDC2001), Berlin Heidelberg: Springer, 2001, p. 56-66 -(LNCS; 2170). Proceedings of: IWDC2001, Taormina, September 2001 - see details
  • R. Battiti, A. Bertossi, S. Martello (edited by), "Special issue: Proceedings of the First Conference on Algorithms and Experiments (ALEX98)", Amsterdam ; London ; New York, N.Y.: North-Holland, 2001. - (Discrete Applied Mathematics; 110(1)) - see details
  • R. Battiti, "The Maximum Satisfiability Problem, MAX-SAT" in C. Floudas, P. Pardalos (edited by), Encyclopedia of Optimization, Dordrecht ; Boston ; New York, N.Y.: Kluwer academic, 2001, p. 266-272 - see details
  • A. Bertossi, R. Battiti, D. Cavallaro, "A randomized saturation-degree heuristic for channel assignment in cellular radio networks" in IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, (2000), p. ,-, - see details
  • A. Bertossi, R. Battiti, M. Brunato, "Distributed code assignment in multihop radio networks: object-oriented software simulations" in SoftCOM 2000, Split: FESB-Split, 2000, p. 157-165. - ISBN: 953-6114-37-2. Proceedings of: IEEE SoftCom 2000, Croazia, Ottobre 2000 - see details
  • R. Battiti, A. Bertossi, D. Cavallaro, "A randomized saturation degree heuristic for channel assignment in cellular radio networks", 1999. - (Preprint UTM; 555), sponsored by: Dip. di Matematica - see details
  • R. Battiti, A. Bertossi, A. Bonuccelli, "Assigning codes in wireless networks: bounds and scaling properties" in WIRELESS NETWORKS, v. 5, (1999), p. 195-209 - see details
  • R. Battiti, A. Bertossi, "Greedy, Prohibition and Reactive Heuristics for Graph-Partitioning" in IEEE TRANSACTIONS ON COMPUTERS, v. 48(4), (1999), p. 361-385 - see details
  • R. Battiti, M. Protasi, "Reactive local search techniques for the maximum k-conjunctive constraint satisfaction problem (MAX-k-CCSP)" in DISCRETE APPLIED MATHEMATICS AND COMBINATORIAL OPERATIONS RESEARCH, v. 96-97, (1999), p. 3-27 - see details
  • R. Battiti, M. Protasi, "Approximate Algorithms and Heuristics for MAX-SAT" in D. Ding-zhu, P. Pardalos (edited by), Handbook of combinatorial optimization, Dordrecht ; Boston ; New York, N.Y.: Kluwer academic, 1998, p. 77-148 - see details
  • R. Battiti, A. Bertossi, "Differential greedy for the $0$-$1$ equicut problem" in Network Design: Connectivity and Facilites Location, USA: Amer. Math. Soc., Providence, RI, 1998, p. 3-21. Proceedings of: Network design: connectivity and facilities location, Princeton, NJ, 1997 - see details
  • A. Bertossi, R. Battiti, R. Rizzi, "Randomized Greedy Algorithms for the Hypergraph Partitioning Problem" in P. Pardalos, S. Rajasekaran, J. Rolim (edited by), Randomized Methods in Algorithm Design, Providence, R.I.: American mathematical society, 1998, p. 3-21. - (DIMACS: Series in Discrete Mathematics and Theoretical Computer Science; 43) - see details
  • R. Battiti, A. Bertossi, R. Rizzi, "Randomized greedy algorithms for the hypergraph partitioning problem": AMS, Providence, 1998, p. 21-35. Proceedings of: Randomized Methods in Algorithm Design, ,, 1998 - see details
  • R. Battiti, M. Protasi, "Solving MAX-SAT with NOB functions and history-based heuristics" in D. Du, G. Jun, P. Pardalos (edited by), Satisfiability Problem: Theory and Applications, Providence, R.I.: American mathematical society, 1998, p. 649-667. - (DIMACS Series in Discrete Mathematics and Theoretical Computer Science; 35) - see details
  • R. Battiti, A. Bertossi, M. Brunato, "Cellular channel assignment: comparing and simplifying heuristics": IEEE, 1997. Proceedings of: IEEE/ACM Workshop Dial 'M' for Mobility (Discrete algorithms and methods for mobile computing and communications), Budapest, 1 Ottobre 1997 - see details
  • A. Bertossi, R. Battiti, "Differential Greedy for the 0-1 Equicut Problem" in D. Du, P. Pardalos (edited by), Network Design: Connectivity and Facilities Location, Providence, R.I.: American mathematical society, 1997, p. 3-21. - (DIMACS: Series in Discrete Mathematics and Theoretical Computer Science; 40) - see details
  • R. Battiti, M. Protasi, "Reactive Local Search for Maximum Clique", 1997, p. 74-82. Proceedings of: Workshop on Algorithm Engineering (WAE'97), Ca' Dolfin, Venice, Italy, 11-13 september 1997 - see details
  • R. Battiti, M. Protasi, "Reactive Search, a history-sensitive heuristic for MAX-SAT" in ACM JOURNAL OF EXPERIMENTAL ALGORITHMICS, v. 2, (1997), p. 1-31 - see details
  • R. Battiti, "Partially persistent dynamic sets for history-sensitive heuristics", 1996. Proceedings of: Fifth DIMACS Challenge, Rutgers, NJ, 1996 - see details
  • R. Battiti, M. Protasi, "REactive search: a history-based search for MAX-SAT", 1996. Proceedings of: Workshop on the Satisfiability Problem, Siena, 29 Aprile - 3 Maggio 1996 - see details
  • R. Battiti, "Reactive Search: Toward Self-tuning Heuristics" in V. Rayward-smith, I. Osman, C. Reeves, G. Smith (edited by), Modern Heuristic Search Methods, Hoboken, N.J. ; Chichester: Wiley, 1996, p. 61-83 - see details
  • R. Battiti, G. Tecchiolli, "The continuous reactive tabu search: blending combinatorial optimization and stochastic search for global optimization" in ANNALS OF OPERATIONS RESEARCH, v. 62, (1996), p. 153-188 - see details
  • R. Battiti, G. Tecchiolli, P. Tonella, "Vector Quantization with the Reactive Tabu Search", 1996, p. 331-342. Proceedings of: Kluwer Academic Publishers, Breckenridge, Colorado, July 1995 - see details
  • R. Battiti, G. Tecchiolli, "Local Search with Memory: Benchmarking RTS" in OPERATIONS RESEARCH LETTERS, v. 17, n. 2/3 (1995), p. 67-86 - see details
  • R. Battiti, A. Sartori, G. Tecchiolli, P. Tonella, A. Zorat, "Neural Compression: an Integrated Application to EEG Signals", 1995, p. 210-217. Proceedings of: International Workshop on Application of Neural Networks to Telecommunications (IWANNT'95), Stockholm, Sweden, May 1995 - see details
  • R. Battiti, "Reactive Memory Search: Toward Self-tuning Heuristics", 1995. Proceedings of: Applied Decision Technology Conference, Brunel, London, 5-8 April 1995 - see details
  • R. Battiti, P. Lee, A. Sartori, G. Tecchiolli, "Special-Purpose Parallel Architectures for High-Performance Machine Learning": Springer Verlag, 1995, p. 944. Proceedings of: High Performance Computing and Networking, Milano, Italy, May 1995 - see details
  • G. Anzellotti, R. Battiti, I. Lazzizzera, G. Soncini, A. Zorat, A. Sartori, G. Tecchiolli, P. Lee, "Totem: a Highly Parallel Chip for Triggering Applications with Inductive Learning Based on the Reactive Tabu Search" in INTERNATIONAL JOURNAL OF MODERN PHYSICS C, v. vol. 6, n. no. 4 (1995), p. 555-560. - DOI: 10.1142/S0129183195000423 - see details
  • R. Battiti, G. Tecchiolli, "Training Nets with the Reactive Tabu Search" in IEEE TRANSACTIONS ON NEURAL NETWORKS, v. 6, n. 5 (1995), p. 1185-1200 - see details
  • R. Battiti, "An Adaptive Multiscale Scheme" in G. Fox, R. Williams, P. Messina (edited by), Parallel Computing Works, Amsterdam [etc.]: Morgan Kaufmann, 1994, p. 244-250 - see details
  • R. Battiti, A. Colla, "Democracy in Neural Nets: Voting Schemes for Accuracy" in NEURAL NETWORKS, v. 7, n. 4 (1994), p. 691-707 - see details
  • R. Battiti, G. Tecchiolli, "Learning with First, Second and no Derivatives: a Case Study in High Energy Physics" in NEUROCOMPUTING, v. 6, (1994), p. 181-206 - see details
  • R. Battiti, "Optimization Methods for Neural Nets" in G. Fox, R. Williams, P. Messina (edited by), Parallel Computing Works, Amsterdam [etc.]: Morgan Kaufmann, 1994, p. 407-414 - see details
  • R. Battiti, G. Tecchiolli, "Simulated Annealing and Tabu Search in the Long Run: a Comparison on QAP Tasks" in COMPUTERS & MATHEMATICS WITH APPLICATIONS, v. 28, n. 6 (1994), p. 1-8 - see details
  • R. Battiti, "Surface Reconstruction" in G. Fox, R. Williams, P. Messina (edited by), Parallel Computing Works, Amsterdam [etc.]: Morgan Kaufmann, 1994, p. 215-227 - see details
  • R. Battiti, G. Tecchiolli, "The Reactive Tabu Search" in ORSA JOURNAL ON COMPUTING, v. 6, n. 2 (1994), p. 126-140 - see details
  • R. Battiti, P. Lee, A. Sartori, G. Tecchiolli, "TOTEM: A Digital Processor for Neural Networks and Reactive Tabu Search" in Proceedings Fourth International Conference on Microelectronics for Neural Networks and Fuzzy Systems, USA: IEEE Computer Society Press, 1994, p. 17-25. Proceedings of: Fourth International Conference on Microelectronics for Neural Networks and Fuzzy Systems - MICRONEURO'94, Torino, Italia, 1994 - see details
  • R. Battiti, "Using the Mutual Information for Selecting Features in Supervised Neural Net Learning" in IEEE TRANSACTIONS ON NEURAL NETWORKS, v. 5, n. 4 (1994), p. 537-550 - see details
  • R. Battiti, "The Reactive Tabu Search for Machine Learning", 1993, p. 41-55. Proceedings of: Quarto Workshop del gruppo AI*IA di Interesse Speciale su Apprendimento Automatico, Milano, 10-11 giugno 1993 - see details
  • R. Adami, R. Battiti, R. Serra, "Equivalent Architectures of Multi-Layer Perceptrons: Complexity Issues and Approximatons", 1992, p. 99-104. Proceedings of: V Workshop Italiano su Reti Neuronali WIRN Vietri-92, Vietri sul Mare, Salerno, 1992 - see details
  • R. Battiti, "First- and Second-Order Methods for Learning: Between Steepest Descent and Newton's Method" in NEURAL COMPUTATION, v. 4, n. 2 (1992), p. 141-166 - see details
  • R. Battiti, A. Colla, "On the Cooperation of Multiple Nets for Pattern Recognition", 1992, p. 237-243. Proceedings of: V Workshop Italiano su Reti Neuronali WIRN Vietri-92, Vietri sul Mare, Salerno, 1992 - see details
  • R. Battiti, G. Tecchiolli, "Parallel Biased Search for Combinatorial Optimization: Genetic Algorithms and Tabu" in MICROPROCESSORS AND MICROSYSTEMS, v. 16, n. 7 (1992), p. 351-367 - see details
  • R. Battiti, A. Colla, "A Parallel Implementation of Neural Models for Pattern Recognition": World Scientific, 1991, p. 115-122. Proceedings of: IV Workshop Italiano su Architetture Parallele e Reti Neuronali, Vietri sul Mare,Salerno, 1991 - see details
  • C. Koch, H. Wang, R. Battiti, B. Mathur, C. Ziomkowski, "An adaptive multi-scale approach for estimating optical flow: computational theory and physiological implementation" in Proceedings of the IEEE Workshop on Visual Motion, USA: IEEE Comput. Soc. Press Los Alamitos, 1991, p. 111-122. Proceedings of: IEEE Workshop on Visual Motion, CA, USA, 1991 - see details
  • R. Battiti, L. Briano, R. Cecinati, A. Colla, P. Guido, "An Application Oriented Development Environment for Neural Net Models on Multiprocessor Emma-2" in M. Sami, J. Calzadilla-daguerre (edited by), Silicon Architectures for Neural Nets, Amsterdam ; London ; New York, N.Y.: North-Holland, 1991, p. 31-43 - see details
  • R. Battiti, E. Amaldi, C. Koch, "Computing Optical Flow Across Multiple Scales: an Adaptive Coarse-to-Fine Strategy" in INTERNATIONAL JOURNAL OF COMPUTATIONAL GEOMETRY & APPLICATIONS, v. 6, n. 2 (1991), p. 133-145 - see details
  • R. Battiti, P. Rizzo, R. Serra, "Connectionism for Man-Machine Dialogues: an Application to Student Modelling": World Scientific, 1991, p. 219-226. Proceedings of: IV Workshop Italiano su Architetture Parallele e Reti Neuronali, Vietri sul Mare,Salerno, 1991 - see details
  • R. Battiti, R. Serra, "Neural Nets for Intelligent Tutoring Systems", 1991, p. 1731-1734. Proceedings of: International Conference on Artificial Neural Networks,ICANN-91, Helsinki,Finland, 1991 - see details
  • R. Battiti, A. Colla, "Parallel Learning Strategies on the Emma-2 Multiprocessor", 1991, p. 1493-1496. Proceedings of: International Conference on Artificial Neural Networks,ICANN-91, Helsinki,Finland, 1991 - see details
  • R. Battiti, M. Straforini, "Parallel Supervised Learning with the Memoryless Quasi-Newton Method" in P. Messina, A. Murli (edited by), Parallel Computing: Problems, Methods and Applications, Amsterdam [etc.]: Elsevier, 1991, p. 63-76 - see details
  • R. Battiti, "Real-Time Multiscale Vision on Multicomputers" in CONCURRENCY, PRACTICE AND EXPERIENCE, v. 3, n. 2 (1991), p. 55-87 - see details
  • R. Battiti, "An Adaptive Multiscale Scheme for Real-Time Motion Field Estimation", 1990, p. 194-203. Proceedings of: V Conf. on Distributed Memory Concurrent Computers DMCC5, Charleston,SC, 1990 - see details
  • R. Battiti, F. Masulli, "BFGS Optimizaton for faster and Automated Supervised Learning", 1990, p. 757-760. Proceedings of: Proc. International Neural Network Conference INNC-90, Paris,France, 1990 - see details
  • R. Battiti, "Optimization Methods for Back-propagation: Automated Parameter Tuning and faster Convergence", 1990, p. 593-596. Proceedings of: Proc. International Joing Conference on Neural Networks, Washington,DC, 1990 - see details
  • R. Battiti, "Surface reconstruction and Discontinuity Detection: a Fast Hierarchical Approach on a Two-Dimensional Mesh", 1990, p. 184-193. Proceedings of: IV Conf. on Hypercube Concurrent Computers and Applications, Monterey,CA, 1989 - see details
  • R. Battiti, "Accalerated Back-propagation Learning: Two Optimization Methods" in COMPLEX SYSTEMS, v. 3, n. 4 (1989), p. 331-342 - see details
  • R. Battiti, "Low Level Image Segmentation with High Level 'Emergent Properties': Color Based Segmentation", 1989, p. 128-132. Proceedings of: IEEE Proc. Int. Workshop on Industrial Applications of Machine Intelligence and Vision, Tokyo, 1989 - see details
  • R. Battiti, "Collective Stereopsis on the Hypercube", 1988, p. 1000-1006. Proceedings of: III Conf. on Hypercube Concurrent Computers ans Applications, Pasadena,CA, 1988 - see details
  • R. Battiti, M. Toller, "Zero-Mass Normal Modes in Linearized PoincarÞ Gauge Theories" in LETTERE AL NUOVO CIMENTO, v. 44, n. 1 (1985), p. 35-39 - see details