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ORCIDRoberto Battiti
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- affiliation: University of Trento, Department of Information Engineering and Computer Science
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Journal Articles
- 2021
[j45]Paolo Campigotto
, Stefano Teso, Roberto Battiti, Andrea Passerini:
Learning Modulo Theories for constructive preference elicitation. Artif. Intell. 295: 103454 (2021)- 2020
- [j44]Mauro Brunato, Roberto Battiti:
Combining intelligent heuristics with simulators in hotel revenue management. Ann. Math. Artif. Intell. 88(1-3): 71-90 (2020) - 2018
- [j43]Tahir Emre Kalayci, Roberto Battiti:
A reactive self-tuning scheme for multilevel graph partitioning. Appl. Math. Comput. 318: 227-244 (2018) - [j42]Ignacio Martín, Andrea Mariello, Roberto Battiti, José Alberto Hernández:
Salary Prediction in the IT Job Market with Few High-Dimensional Samples: A Spanish Case Study. Int. J. Comput. Intell. Syst. 11(1): 1192-1209 (2018) - [j41]Andrea Mariello, Roberto Battiti:
Feature Selection Based on the Neighborhood Entropy. IEEE Trans. Neural Networks Learn. Syst. 29(12): 6313-6322 (2018) - 2017
- [j40]Mauro Brunato, Roberto Battiti:
A Telescopic Binary Learning Machine for Training Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 28(3): 665-677 (2017) - 2016
- [j39]Mauro Brunato, Roberto Battiti:
CoRSO (Collaborative Reactive Search Optimization): Blending Combinatorial and Continuous Local Search. Informatica 27(2): 299-322 (2016) - 2015
- [j38]Duy Tin Truong, Roberto Battiti:
A flexible cluster-oriented alternative clustering algorithm for choosing from the Pareto front of solutions. Mach. Learn. 98(1-2): 57-91 (2015) - 2014
- [j37]Liangjun Ke, Qingfu Zhang, Roberto Battiti:
Hybridization of Decomposition and Local Search for Multiobjective Optimization. IEEE Trans. Cybern. 44(10): 1808-1820 (2014) - [j36]Paolo Campigotto, Andrea Passerini, Roberto Battiti:
Active Learning of Pareto Fronts. IEEE Trans. Neural Networks Learn. Syst. 25(3): 506-519 (2014) - 2013
- [j35]Mauro Brunato, Roberto Battiti:
Learning and Intelligent Optimization (LION): One Ring to Rule Them All. Proc. VLDB Endow. 6(11): 1176-1177 (2013) - [j34]Liangjun Ke, Qingfu Zhang, Roberto Battiti:
MOEA/D-ACO: A Multiobjective Evolutionary Algorithm Using Decomposition and AntColony. IEEE Trans. Cybern. 43(6): 1845-1859 (2013) - 2011
- [j33]Christian Blum, Roberto Battiti:
Guest editorial: Special issue based on the LION 4 conference. Ann. Math. Artif. Intell. 61(2): 47-48 (2011) - [j32]Mauro Brunato, Roberto Battiti:
R-EVO: A Reactive Evolutionary Algorithm for the Maximum Clique Problem. IEEE Trans. Evol. Comput. 15(6): 770-782 (2011) - 2010
- [j31]Roberto Battiti, Bart Selman, Thomas Stützle:
Special issue on learning and intelligent optimization. Ann. Math. Artif. Intell. 60(1-2): 1-2 (2010) - [j30]Roberto Battiti, Franco Mascia:
Reactive and dynamic local search for max-clique: Engineering effective building blocks. Comput. Oper. Res. 37(3): 534-542 (2010) - [j29]Roberto Battiti, Andrea Passerini:
Brain-Computer Evolutionary Multiobjective Optimization: A Genetic Algorithm Adapting to the Decision Maker. IEEE Trans. Evol. Comput. 14(5): 671-687 (2010) - 2007
- [j28]Bo Li, Jiandong Li, Roberto Battiti:
Supporting service differentiation with enhancements of the IEEE 802.11 MAC protocol: Models and analysis. Sci. China Ser. F Inf. Sci. 50(5): 732-746 (2007) - [j27]Bo Li, Roberto Battiti:
Achieving optimal performance in IEEE 802.11 wireless LANs with the combination of link adaptation and adaptive backoff. Comput. Networks 51(6): 1574-1600 (2007) - [j26]Sergei L. Bezrukov, Roberto Battiti:
On partitioning of hypergraphs. Discret. Math. 307(14): 1737-1753 (2007) - [j25]Bo Li, Roberto Battiti, Yong Fang:
Achieving Optimal Performance by Using the IEEE 802.11 MAC Protocol With Service Differentiation Enhancements. IEEE Trans. Veh. Technol. 56(3): 1374-1387 (2007) - 2006
- [j24]Bo Li, Roberto Battiti, Akira Fukuda:
Performance analysis of a service-dependent handoff scheme in voice/data integrated cellular mobile systems. Comput. Networks 50(5): 707-730 (2006) - [j23]Roberto Battiti, Marco Conti, Renato Lo Cigno:
Internet Wireless Access: 802.11 and Beyond. Mob. Networks Appl. 11(2): 213-214 (2006) - 2005
- [j22]Mauro Brunato, Roberto Battiti:
Statistical learning theory for location fingerprinting in wireless LANs. Comput. Networks 47(6): 825-845 (2005) - [j21]Roberto Battiti, Renato Lo Cigno, Mikalai Sabel, Fredrik Orava, Björn Pehrson:
Wireless LANs: From WarChalking to Open Access Networks. Mob. Networks Appl. 10(3): 275-287 (2005) - 2002
- [j20]Roberto Battiti, Alan A. Bertossi:
Foreword. Algorithmica 33(1): 1-2 (2002) - 2001
- [j19]Roberto Battiti, Marco Protasi:
Reactive Local Search for the Maximum Clique Problem. Algorithmica 29(4): 610-637 (2001) - [j18]Roberto Battiti, Alan A. Bertossi, Silvano Martello:
Editorial. Discret. Appl. Math. 110(1): 1 (2001) - [j17]Roberto Battiti, Alan A. Bertossi, Mauro Brunato:
Cellular Channel Assignment: A New Localized and Distributed Strategy. Mob. Networks Appl. 6(6): 493-500 (2001) - [j16]Roberto Battiti, Alan A. Bertossi, Daniela Cavallaro:
A randomized saturation degree heuristic for channel assignment in cellular radio networks. IEEE Trans. Veh. Technol. 50(2): 364-374 (2001) - 1999
- [j15]Roberto Battiti, Marco Protasi:
Reactive Local Search Techniques for the Maximum k-conjunctive Constraint Satisfaction Problem (MAX-k-CCSP). Discret. Appl. Math. 96-97: 3-27 (1999) - [j14]Roberto Battiti, Alan A. Bertossi:
Greedy, Prohibition, and Reactive Heuristics for Graph Partitioning. IEEE Trans. Computers 48(4): 361-385 (1999) - [j13]Roberto Battiti, Alan A. Bertossi, Maurizio A. Bonuccelli:
Assigning codes in wireless networks: bounds and scaling properties. Wirel. Networks 5(3): 195-209 (1999) - 1997
- [j12]Roberto Battiti, Marco Protasi:
Reactive Search, a History-Sensitive Heuristic for MAX-SAT. ACM J. Exp. Algorithmics 2: 2 (1997) - 1996
- [j11]Roberto Battiti, Giampietro Tecchiolli:
The continuous reactive tabu search: Blending combinatorial optimization and stochastic search for global optimization. Ann. Oper. Res. 63(2): 151-188 (1996) - 1995
- [j10]Roberto Battiti, Giampietro Tecchiolli:
Training neural nets with the reactive tabu search. IEEE Trans. Neural Networks 6(5): 1185-1200 (1995) - 1994
- [j9]Roberto Battiti, Giampietro Tecchiolli:
Learning with first, second, and no derivatives: A case study in high energy physics. Neurocomputing 6(2): 181-206 (1994) - [j8]Roberto Battiti, Giampietro Tecchiolli:
The Reactive Tabu Search. INFORMS J. Comput. 6(2): 126-140 (1994) - [j7]Roberto Battiti, Anna Maria Colla:
Democracy in neural nets: Voting schemes for classification. Neural Networks 7(4): 691-707 (1994) - [j6]Roberto Battiti:
Using mutual information for selecting features in supervised neural net learning. IEEE Trans. Neural Networks 5(4): 537-550 (1994) - 1992
- [j5]Roberto Battiti, Giampietro Tecchiolli:
Parallel biased search for combinatorial optimization: genetic algorithms and TABU. Microprocess. Microsystems 16(7): 351-367 (1992) - [j4]Roberto Battiti:
First- and Second-Order Methods for Learning: Between Steepest Descent and Newton's Method. Neural Comput. 4(2): 141-166 (1992) - 1991
- [j3]Roberto Battiti:
Real-time multi-scale vision on multi-computers. Concurr. Pract. Exp. 3(2): 55-87 (1991) - [j2]Roberto Battiti, Edoardo Amaldi, Christof Koch:
Computing optical flow across multiple scales: An adaptive coarse-to-fine strategy. Int. J. Comput. Vis. 6(2): 133-145 (1991) - 1989
- [j1]Roberto Battiti:
Accelerated Backpropagation Learning: Two Optimization Methods. Complex Syst. 3(4) (1989)
Conference and Workshop Papers
- 2016
- [c42]Mauro Brunato, Roberto Battiti:
X-MIFS: Exact Mutual Information for feature selection. IJCNN 2016: 3469-3476 - [c41]Mauro Brunato, Roberto Battiti:
Extreme Reactive Portfolio (XRP): Tuning an Algorithm Population for Global Optimization. LION 2016: 60-74 - 2015
- [c40]Mauro Brunato, Roberto Battiti:
Stochastic Local Search for direct training of threshold networks. IJCNN 2015: 1-8 - 2013
- [c39]Duy Tin Truong, Roberto Battiti, Mauro Brunato:
Discovering Non-redundant Overlapping Biclusters on Gene Expression Data. ICDM 2013: 747-756 - [c38]Duy Tin Truong, Roberto Battiti, Mauro Brunato:
A Repeated Local Search Algorithm for BiClustering of Gene Expression Data. SIMBAD 2013: 281-296 - 2012
- [c37]Duy Tin Truong, Roberto Battiti:
A Cluster-Oriented Genetic Algorithm for Alternative Clustering. ICDM 2012: 1122-1127 - 2011
- [c36]Paolo Campigotto, Andrea Passerini, Roberto Battiti:
Active Learning of Combinatorial Features for Interactive Optimization. LION 2011: 336-350 - 2010
- [c35]Mauro Brunato, Roberto Battiti:
Grapheur: A Software Architecture for Reactive and Interactive Optimization. LION 2010: 232-246 - [c34]Stefano Teso, Cristina Di Risio, Andrea Passerini, Roberto Battiti:
An On/Off Lattice Approach to Protein Structure Prediction from Contact Maps. PRIB 2010: 368-379 - 2008
- [c33]Roberto Battiti, Paolo Campigotto:
Reinforcement Learning and Reactive Search: an adaptive MAX-SAT solver. ECAI 2008: 909-910 - [c32]Mario Gerla, Roberto G. Cascella, Zhen Cao, Bruno Crispo, Roberto Battiti:
An efficient weak secrecy scheme for network coding data dissemination in VANET. PIMRC 2008: 1-5 - [c31]Roberto G. Cascella, Zhen Cao, Mario Gerla, Bruno Crispo, Roberto Battiti:
Weak data secrecy via obfuscation in network coding based content distribution. Wireless Days 2008: 1-5 - 2007
- [c30]Roberto Battiti, Mauro Brunato, Paolo Campigotto:
Learning While Optimizing an Unknown Fitness Surface. LION 2007: 25-40 - [c29]Mauro Brunato, Holger H. Hoos, Roberto Battiti:
On Effectively Finding Maximal Quasi-cliques in Graphs. LION 2007: 41-55 - [c28]Roberto Battiti, Franco Mascia:
An Algorithm Portfolio for the Sub-graph Isomorphism Problem. SLS 2007: 106-120 - 2006
- [c27]Wei Wang, Roberto Battiti:
Identifying Intrusions in Computer Networks with Principal Component Analysis. ARES 2006: 270-279 - [c26]Anurag Garg, Roberto Battiti, Roberto G. Cascella:
"May I borrow Your Filter?" Exchanging Filters to Combat Spam in a Community. AINA (2) 2006: 489-493 - [c25]Srinivas Pasupuleti, Roberto Battiti:
The gregarious particle swarm optimizer (G-PSO). GECCO 2006: 67-74 - [c24]Anurag Garg, Alberto Montresor, Roberto Battiti:
Reputation Lending for Virtual Communities. ICDE Workshops 2006: 22 - 2005
- [c23]Anurag Garg, Roberto Battiti, Roberto G. Cascella:
Reputation management: experiments on the robustness of ROCQ. ISADS 2005: 725-730 - [c22]Csaba Kiss Kallo, Roberto Battiti, Carla-Fabiana Chiasserini, Marco Ajmone Marsan:
Tracking the Optimal Configuration of a Bluetooth Scatternet. LCN 2005: 497-498 - [c21]Mario Gerla, Joon-Sang Park, Roberto Battiti, Anurag Garg:
Intelligent backbone swarms for scalable, disruption tolerant wireless networking. SIS 2005: 432-435 - 2004
- [c20]Elio Salvadori, Roberto Battiti:
Quality of service in IP over WDM: considering both service differentiation and transmission quality. ICC 2004: 1836-1840 - [c19]Bo Li, Roberto Battiti:
Achieving Maximum Throughput and Service Differentiation by Enhancing the IEEE 802.11 MAC Protocol. WONS 2004: 285-300 - [c18]Bo Li, Roberto Battiti:
Analysis of the IEEE 802.11 DCF with Service Differentiation Support in Non-saturation Conditions. QofIS 2004: 64-73 - [c17]Anurag Garg, Roberto Battiti, Gianni Costanzi:
Dynamic Self-management of Autonomic Systems: The Reputation, Quality and Credibility (RQC) Scheme. WAC 2004: 165-178 - [c16]Csaba Kiss Kallo, Roberto Battiti, Carla-Fabiana Chiasserini, Marco Ajmone Marsan:
Reducing the number of hops between communication peers in a Bluetooth scatternet. WCNC 2004: 207-212 - 2003
- [c15]Roberto Battiti, Mauro Brunato, Renato Lo Cigno, A. Villani, R. Flor, Gianni Lazzari:
WILMA: An Open Lab for 802.11 HotSpots: Extended abstract. PWC 2003: 163-168 - [c14]Elio Salvadori, Roberto Battiti:
A Load Balancing Scheme for Congestion Control in MPLS Networks. ISCC 2003: 951-956 - [c13]Mauro Brunato, Roberto Battiti:
PILGRIM: A Location Broker and Mobility-Aware Recommendation System. PerCom 2003: 265-272 - [c12]Bo Li, Roberto Battiti:
Performance Analysis of an Enhanced IEEE 802.11 Distributed Coordination Function Supporting Service Differentiation. QofIS 2003: 152-161 - [c11]Roberto Battiti, Renato Lo Cigno, Fredrik Orava, Björn Pehrson:
Global growth of open access networks: from warchalking and connection sharing to sustainable business. WMASH 2003: 19-28 - 2002
- [c10]Mauro Brunato, Roberto Battiti, Elio Salvadori:
Load Balancing in WDM Networks through Adaptive Routing Table Changes. NETWORKING 2002: 289-300 - [c9]Mauro Brunato, Roberto Battiti:
A Multistart Randomized Greedy Algorithm for Traffic Grooming on Mesh Logical Topologies. ONDM 2002: 417-430 - 2001
- [c8]Roberto Battiti, Mauro Brunato:
Reactive Search for Traffic Grooming in WDM Networks. IWDC 2001: 56-66 - 1999
- [c7]Roberto Battiti:
Partially persistent dynamic sets for history-sensitive heuristics. Data Structures, Near Neighbor Searches, and Methodology 1999: 1-21 - 1997
- [c6]Roberto Battiti, Alan A. Bertossi:
Differential greedy for the 0-1 equicut problem. Network Design: Connectivity and Facilities Location 1997: 3-21 - [c5]Roberto Battiti, Alan A. Bertossi, Romeo Rizzi:
Randomized greedy algorithms for the hypergraph partitioning problem. Randomization Methods in Algorithm Design 1997: 21-35 - [c4]Roberto Battiti, Marco Protasi:
Reactive Local Search for Maximum Clique. WAE 1997: 74-83 - 1996
- [c3]Roberto Battiti, Marco Protasi:
Solving MAX-SAT with non-oblivious functions and history-based heuristics. Satisfiability Problem: Theory and Applications 1996: 649-667 - 1995
- [c2]Roberto Battiti, Peter Lee, Alvise Sartori, Giampietro Tecchiolli:
Special-purpose parallel architectures for high-performance machine learning. HPCN Europe 1995: 944 - 1988
- [c1]Roberto Battiti:
Collective steropsis on the hypercube. C³P 1988: 1000-1006
Parts in Books or Collections
- 2018
- [p4]Roberto Battiti, Mauro Brunato:
Reactive Search: Machine Learning for Memory-Based Heuristics. Handbook of Approximation Algorithms and Metaheuristics (1) 2018: 327-344 - [p3]Roberto Battiti, Anurag Garg:
Digital Reputation for Virtual Communities. Handbook of Approximation Algorithms and Metaheuristics (2) 2018 - 2012
- [p2]Roberto Battiti, Paolo Campigotto:
An Investigation of Reinforcement Learning for Reactive Search Optimization. Autonomous Search 2012: 131-160 - 2008
- [p1]Mauro Brunato, Roberto Battiti:
RASH: A Self-adaptive Random Search Method. Adaptive and Multilevel Metaheuristics 2008: 95-117
Editorship
- 2019
- [e6]Roberto Battiti, Mauro Brunato, Ilias S. Kotsireas, Panos M. Pardalos:
Learning and Intelligent Optimization - 12th International Conference, LION 12, Kalamata, Greece, June 10-15, 2018, Revised Selected Papers. Lecture Notes in Computer Science 11353, Springer 2019, ISBN 978-3-030-05347-5 [contents] - 2017
- [e5]Roberto Battiti, Dmitri E. Kvasov, Yaroslav D. Sergeyev:
Learning and Intelligent Optimization - 11th International Conference, LION 11, Nizhny Novgorod, Russia, June 19-21, 2017, Revised Selected Papers. Lecture Notes in Computer Science 10556, Springer 2017, ISBN 978-3-319-69403-0 [contents] - 2010
- [e4]Christian Blum, Roberto Battiti:
Learning and Intelligent Optimization, 4th International Conference, LION 4, Venice, Italy, January 18-22, 2010. Selected Papers. Lecture Notes in Computer Science 6073, Springer 2010, ISBN 978-3-642-13799-0 [contents] - 2008
- [e3]Vittorio Maniezzo, Roberto Battiti, Jean-Paul Watson:
Learning and Intelligent Optimization, Second International Conference, LION 2007, Trento, Italy, December 8-12, 2007. Selected Papers. Lecture Notes in Computer Science 5313, Springer 2008, ISBN 978-3-540-92694-8 [contents] - 2005
- [e2]Roberto Battiti, Mario Gerla, Piero Spinnato:
1st International Conference on Testbeds & Research Infrastructures for the DEvelopment of NeTworks & COMmunities (TRIDENTCOM 2005), 23-25 February 2005, Trento, Italy. IEEE Computer Society 2005, ISBN 0-7695-2219-X [contents] - 2004
- [e1]Roberto Battiti, Marco Conti, Renato Lo Cigno:
Wireless On-Demand Network Systems, First IFIP TC6 Working Conference, WONS 2004, Madonna di Campiglio, Italy, January 21-23, 2004, Proceedings. Lecture Notes in Computer Science 2928, Springer 2004, ISBN 3-540-20790-2 [contents]
Reference Works
- 2009
- [r3]Roberto Battiti:
Maximum Satisfiability Problem. Encyclopedia of Optimization 2009: 2035-2041 - 2007
- [r2]Roberto Battiti, Anurag Garg:
Digital Reputation for Virtual Communities. Handbook of Approximation Algorithms and Metaheuristics 2007 - [r1]Mauro Brunato, Roberto Battiti:
Reactive Search. Handbook of Approximation Algorithms and Metaheuristics 2007
Informal and Other Publications
- 2020
- [i3]Manuel Dalcastagné, Andrea Mariello, Roberto Battiti:
Reactive Sample Size for Heuristic Search in Simulation-based Optimization. CoRR abs/2005.12141 (2020) - 2015
- [i2]Paolo Campigotto, Roberto Battiti, Andrea Passerini:
Learning Modulo Theories for preference elicitation in hybrid domains. CoRR abs/1508.04261 (2015) - [i1]Mauro Brunato, Roberto Battiti:
A Telescopic Binary Learning Machine for Training Neural Networks. CoRR abs/1509.00174 (2015)
Coauthor Index
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