Research Outputs Roberto Battiti


  • Brunato, Mauro; Battiti, Roberto, "A Telescopic Binary Learning Machine for Training Neural Networks" in IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v. 28, n. 3 (2017), p. 665-677. - URL: http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=5962385 . - DOI: 10.1109/TNNLS.2016.2537300
  • Brunato, Mauro; Battiti, Roberto, "CoRSO (Collaborative Reactive Search Optimization): Blending Combinatorial and Continuous Local Search" in INFORMATICA, v. 27, n. 2 (2016), p. 299-322. - URL: http://www.iospress.nl/ . - DOI: 10.15388/Informatica.2016.86
  • Brunato, Mauro; Battiti, Roberto, "Extreme reactive portfolio (XRP): Tuning an algorithm population for global optimization" in Learning and Intelligent Optimization, 10th International Conference, LION 10, Ischia, Italy, May 29 -- June 1, 2016, Revised Selected Papers, Heidelberg, Deutschland: Springer Verlag, 2016, p. 60-74. - (LECTURE NOTES IN COMPUTER SCIENCE). - ISBN: 9783319503486. Proceedings of: 10th International Conference on Learning and Intelligent Optimization, LION 10, Ischia, Italy, May 29 - June 1, 2016. - URL: http://springerlink.com/content/0302-9743/copyright/2005/ . - DOI: 10.1007/978-3-319-50349-3_5
  • Battiti, Roberto; Sergeyev, Yaroslav; Brunato, Mauro; Kvasov, Dmitri, "GENOPT 2016: Design of a GENeralization-based challenge in global OPTimization" in AIP Conference Proceedings, Melville, NY: American Institute of Physics Inc., 2016, p. 060005. - ISBN: 9780735414389. - URL: http://scitation.aip.org/content/aip/proceeding/aipcp . - DOI: 10.1063/1.4965339
  • Brunato, Mauro; Battiti, Roberto, "X-MIFS: Exact Mutual Information for feature selection" in Proceedings of the International Joint Conference on Neural Networks (IJCNN) 2016, Piscataway, NJ, USA: Institute of Electrical and Electronics Engineers Inc., 2016, p. 3469-3476. - ISBN: 9781509006199. Proceedings of: 2016 International Joint Conference on Neural Networks, IJCNN 2016, Vancouver Convention Centre, Vancouver, Canada, July 24-19, 2016. - URL: http://www.wcci2016.org/ . - DOI: 10.1109/IJCNN.2016.7727644
  • Mauro, Brunato; Roberto, Battiti, "A Telescopic Binary Learning Machine for Training Neural Networks", 2015
  • Brunato, Mauro; Battiti, Roberto, "Stochastic Local Search for direct training of threshold networks" in Proceedings of the International Joint Conference on Neural Networks, Killarney: Institute of Electrical and Electronics Engineers Inc., 2015, p. 1-8. - ISBN: 9781479919604. Proceedings of: International Joint Conference on Neural Networks, IJCNN 2015, Killarney, Irlanda, 12th-17th July 2015. - DOI: 10.1109/IJCNN.2015.7280770
  • P. Campigotto; A. Passerini; R. Battiti, "Active Learning of Pareto Fronts" in IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v. 25, n. 3 (2014), p. 506-519. - DOI: 10.1109/TNNLS.2013.2275918
  • Ke, Liangjun; Zhang, Qingfu; Battiti, Roberto, "Hybridization of decomposition and local search for multiobjective optimization" in IEEE TRANSACTIONS ON CYBERNETICS, v. 44, n. 10 (2014), p. 1808-1820. - URL: https://www.ieee.org/membership-catalog/productdetail/ . - DOI: 10.1109/TCYB.2013.2295886
  • D. Tin Truong; R. Battiti; M. Brunato, "A Repeated Local Search Algorithm for Biclustering of Gene Expression Data" in Similarity-Based Pattern Recognition, Second International Workshop, SIMBAD 2013, York, UK, July 3-5, 2013, Proceedings, Berlino: -Heidelberg : Springer-Verlag, 2013, p. 281-296. - (LECTURE NOTES IN COMPUTER SCIENCE). - ISBN: 9783642391392. Proceedings of: SIMBAD 2013, York, UK, July 3-5, 2013. - URL: http://www.dsi.unive.it/~simbad/2013/
  • P. Campigotto; A. Passerini; R. Battiti, "Active Learning of Pareto Fronts with Disconnected Feasible Decision and Objective Spaces" in MIC 2013: The X Metaheuristics International Conference, Singapore: proceedings online, 2013. Proceedings of: MIC, Singapore, 2013. - URL: http://research.larc.smu.edu.sg/mic2013/
  • Duy Tin Truong; R. Battiti; M. Brunato, "Discovering Non-redundant Overlapping Biclusters on Gene Expression Data" in 2013 IEEE 13th International Conference on Data Mining, Los Alamitos, CA: IEEE Computer Society CPS, 2013, p. 747-756. Proceedings of: ICDM 2013, Dallas, TX (USA), 7-10 dicembre 2013. - DOI: 10.1109/ICDM.2013.36
  • D. Mukhlisullina;A. Passerini;R. Battiti, "Learning to Diversify in Complex Interactive Multiobjective Optimization" in MIC 2013: The X Metaheuristics International Conference, Singapore: online proceedings, 2013, p. 230-239. Proceedings of: MIC, Singapore, 2013. - URL: http://research.larc.smu.edu.sg/mic2013/
  • L. Ke; Q. Zhang; R. Battiti, "MOEA/D-ACO: A Multiobjective Evolutionary Algorithm Using Decomposition and Ant Colony" in IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, v. 2013, n. 43 - issue 6 (2013), p. 1845-1859. - DOI: 10.1109/TSMCB.2012.2231860
  • 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
  • Roberto Battiti e Paolo Campigotto, "An investigation of reinforcement learning for reactive search optimization." in Autonomous Search, Berlin: Berlin: Springer-Verlag, 2012, p. 131-160. - ISBN: 9783642214332. - URL: http://link.springer.com/chapter/10.1007%2F978-3-642-21434-9_6 . - DOI: 10.1007/978-3-642-21434-9_6
  • 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). - ISBN: 9783642255656. Proceedings of: LION 2011, Rome, Gennaio 2011. - DOI: 10.1007/978-3-642-25566-3_25
  • R. Battiti; M. Brunato, Reactive Business Intelligence. From Data to Models to Insight., Trento, Italy: Reactive Search Srl, 2011, 241 p. - ISBN: 9788890579509. - URL: http://reactivebusinessintelligence.com/
  • 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. - DOI: 10.1109/TEVC.2010.2043363
  • 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). - ISBN: 9783642160004. Proceedings of: PRIB2010, Nijmegen, The Netherlands, 22nd-24th September 2010
  • 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
  • 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). - ISBN: 9783642137990. Proceedings of: LION 4, Venezia, 18th-22nd January 2010. - URL: http://www.springer.com/978-3-642-13799-0
  • 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
  • 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). - ISBN: 9781441916631. - URL: http://www.springer.com/978-1-4419-1663-1
  • 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, Francia: IEEE, 2008. Proceedings of: PIMRC, Cannes, France, 15-18 Settembre 2008
  • 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). - ISBN: 9783540926948. - URL: http://www.springer.com/computer+science/theoretical+computer+science/foundations+of+computations/book/978-3-540-92694-8
  • 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). - ISBN: 9783540926948. Proceedings of: LION 2007 II, Trento, 8th-12th December 2007. - URL: http://www.springer.com/978-3-540-92694-8
  • 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). - ISBN: 9783540926948. Proceedings of: LION 2007 II, Trento, 8th-12th December 2007. - URL: http://www.springer.com/978-3-540-92694-8
  • 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). - ISBN: 9783540794370
  • R. Battiti ; M. Brunato ; F. Mascia, Reactive search and intelligent optimization, Berlin: Springer, 2008, 190 p. - (Operations Research/Computer Science Interfaces Series). - ISBN: 9780387096230
  • 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, USA: IEEE Press, 2008. Proceedings of: IFIP Wireless Days Conference, Dubai, UAE, 24-28 Novembre 2008
  • 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
  • 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
  • R. Battiti ; F. Mascia, "An Algorithm Portfolio for the Sub-graph Isomorphism Problem" in Engineering Stochastic Local Search Algorithms. Designing, Implementing and Analyzing Effective Heuristics, Berlino: Springer Verlag, 2007, p. 106-120. - (Lecture Notes in Computer Science). - ISBN: 9783540744450. Proceedings of: Engineering Stochastic Local Search Algorithms. Designing, Implementing and Analyzing Effective Heuristics, Bruxelles, 6 Sep-8 Sep 2007. - URL: http://www.springerlink.com/content/w15655kv36861252/ . - DOI: 10.1007/978-3-540-74446-7_8
  • 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
  • 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
  • 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
  • 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
  • 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., USA: IEEE, 2006. Proceedings of: AINA 2006., Vienna, Austria, April 18-20 , 2006
  • 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
  • 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, USA: IEEE Computer Society, 2006, p. 489-493. Proceedings of: AINA 2006, Vienna, April 2006
  • 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/
  • 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
  • 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
  • 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
  • R. Battiti ; S. Pasupuleti, "The Gregarious Particle Swarm Optimizer (G-PSO)" in Proceedings of ACM Genetic and Evolutionary Computation Conference (GECCO) 2006, USA: ACM, 2006. Proceedings of: GECCO 2006, Seattle, Washington, USA, July 8-12 2006
  • 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, USA: IEEE, 2005. Proceedings of: LCN'05, Sidney, 2005
  • 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). - ISBN: 9783540274179. Proceedings of: WAC 2004, Berlin, 18th-19th October 2004
  • 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
  • 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: 9780780389168. Proceedings of: SIS-05, Pasadena (CA), 8th-10th June 2005. - DOI: 10.1109/SIS.2005.1501659
  • 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)", by Roberto Battiti, Los Alamitos, Calif.: IEEE computer society, 2005
  • 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), USA: IEEE, 2005. Proceedings of: IEEE Wireless Communications and Networking Conference (WCNC'04), Atlanta, GA, USA, 21-25 March 2004. - URL: http://www.wcnc.org/
  • 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: 9780780389632. 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
  • M. Brunato ; R. Battiti, "Statistical Learning Theory for Location Fingerprinting in Wireless LANs" in COMPUTER NETWORKS, v. 47, n. 6 (2005), p. 825-845
  • R. Battiti ; M. Sabel ; A. Garg, "WIKIREP: DIGITAL REPUTATION IN VIRTUAL COMMUNITIES" in Proceedings: CONGRESSO ANNUALE AICA 2005, Italia: AICA, 2005. Proceedings of: AICA 2005, Udine, 5-7 ottobre 2005
  • MIKALAI SABEL; ANURAG GARG; R. BATTITI, "WikiRep: Digital Reputations In Virtual Communities" in Proceedings of XLIII Congresso Annuale AICA, Italia: AICA, 2005, p. 209-217. Proceedings of: XLIII Congresso Annuale AICA, Udine, Oct 2005
  • 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
  • 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). - ISBN: 9783540207900
  • E. Salvadori ; R. Battiti, "A Traffic Engineering Scheme for QoS Routing in G-MPLS Networks Based on Transmission Quality" in 8th IFIP Working Conference on Optical Network Design and Modelling - ONDM 2004, Belgio: 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/
  • 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). Proceedings of: QofIS 2004, Barcelona, 2004
  • 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: 9780780385337. Proceedings of: ICC 2004, Paris, 20th-24th June 2004. - URL: http://www.icc2004.org/
  • 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: 9780780383449. Proceedings of: WCNC 2004, Atlanta (GA), 21st-25th March 2004. - URL: http://www.comsoc.org/confs/wcnc/2004/
  • 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). - ISBN: 9783540207900
  • 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/
  • M. BRUNATO; BATTITI R., "A Location-Dependent Recommender System for the Web" in MobEA Workshop, 2003, Maggio
  • 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). Proceedings of: ONDM 2002, Torino, 4-6 febbraio 2002
  • 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/
  • M. Brunato ; R. Battiti ; E. Salvadori, "Dynamic load balancing in WDM networks" in OPTICAL NETWORKS MAGAZINE, v. 4, n. 5 (2003), p. 7-20
  • 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
  • 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
  • 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
  • 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
  • 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). - ISBN: 9783540437093. Proceedings of: Second International IFIP-TC6 Networking Conference, Pisa, 19th-24th May 2002. - URL: http://cnd.iit.cnr.it/networking2002
  • 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
  • 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
  • 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
  • R. Battiti ; M. Protasi, "Reactive local search for the maximum clique problem" in ALGORITHMICA, v. 29, n. 4 (2001), p. 610-637
  • 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). Proceedings of: IWDC2001, Taormina, September 2001
  • 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))
  • 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
  • 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. ,-,
  • 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: 9789536114375. Proceedings of: IEEE SoftCom 2000, Croazia, Ottobre 2000
  • 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
  • R. Battiti ; A. Bertossi ; A. Bonuccelli, "Assigning codes in wireless networks: bounds and scaling properties" in WIRELESS NETWORKS, v. 5, (1999), p. 195-209
  • R. Battiti ; A. Bertossi, "Greedy, Prohibition and Reactive Heuristics for Graph-Partitioning" in IEEE TRANSACTIONS ON COMPUTERS, v. 48(4), (1999), p. 361-385
  • 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
  • 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
  • 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
  • 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
  • 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)
  • 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)
  • 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
  • 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)
  • 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
  • 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
  • R. Battiti, "Partially persistent dynamic sets for history-sensitive heuristics", 1996. Proceedings of: Fifth DIMACS Challenge, Rutgers, NJ, 1996
  • 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
  • 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
  • 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
  • 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
  • R. Battiti ; G. Tecchiolli, "Local Search with Memory: Benchmarking RTS" in OPERATIONS RESEARCH LETTERS, v. 17, n. 2/3 (1995), p. 67-86
  • 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
  • R. Battiti, "Reactive Memory Search: Toward Self-tuning Heuristics", 1995. Proceedings of: Applied Decision Technology Conference, Brunel, London, 5-8 April 1995
  • 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
  • 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
  • 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
  • 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
  • R. Battiti ; A. Colla, "Democracy in Neural Nets: Voting Schemes for Accuracy" in NEURAL NETWORKS, v. 7, n. 4 (1994), p. 691-707
  • 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
  • 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
  • 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
  • R. Battiti, "Surface Reconstruction" in G. Fox, R. Williams, P. Messina (edited by), Parallel Computing Works, Amsterdam [etc.]: Morgan Kaufmann, 1994, p. 215-227
  • R. Battiti ; G. Tecchiolli, "The Reactive Tabu Search" in ORSA JOURNAL ON COMPUTING, v. 6, n. 2 (1994), p. 126-140
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • R. Battiti, "Real-Time Multiscale Vision on Multicomputers" in CONCURRENCY, PRACTICE AND EXPERIENCE, v. 3, n. 2 (1991), p. 55-87
  • 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
  • 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
  • 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
  • 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
  • R. Battiti, "Accalerated Back-propagation Learning: Two Optimization Methods" in COMPLEX SYSTEMS, v. 3, n. 4 (1989), p. 331-342
  • 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
  • R. Battiti, "Collective Stereopsis on the Hypercube", 1988, p. 1000-1006. Proceedings of: III Conf. on Hypercube Concurrent Computers ans Applications, Pasadena,CA, 1988
  • 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