Roberto Battiti

106 papers A* 3A 2B 7C 2Misc 1Journal 49Unranked 30
YearRankTypeTitle / Venue / Authors
2025 — conf
Pushing the Limits of the Reactive Affine Shaker Algorithm to Higher Dimensions.
LION (2)
Roberto Battiti, Mauro Brunato
2025 J jnl
Pushing the Limits of the Reactive Affine Shaker Algorithm to Higher Dimensions.
CoRR
Roberto Battiti, Mauro Brunato
2023 — conf
Sequential Decision Modeling for Dynamic Pricing and Revenue Management in Hotels.
NUMTA (1)
Roberto Battiti
2021 J jnl
Learning Modulo Theories for constructive preference elicitation.
Artif. Intell.
Paolo Campigotto, Stefano Teso, Roberto Battiti, Andrea Passerini
2020 J jnl
Combining intelligent heuristics with simulators in hotel revenue management.
Ann. Math. Artif. Intell.
Mauro Brunato, Roberto Battiti
2020 J jnl
Reactive Sample Size for Heuristic Search in Simulation-based Optimization.
CoRR
Manuel Dalcastagné, Andrea Mariello, Roberto Battiti
2019 — ed.
Learning and Intelligent Optimization - 12th International Conference, LION 12, Kalamata, Greece, June 10-15, 2018, Revised Selected Papers
LION
Roberto Battiti, Mauro Brunato, Ilias S. Kotsireas, Panos M. Pardalos
2018 J jnl
A reactive self-tuning scheme for multilevel graph partitioning.
Appl. Math. Comput.
Tahir Emre Kalayci, Roberto Battiti
2018 — ch.
Digital Reputation for Virtual Communities.
Handbook of Approximation Algorithms and Metaheuristics (2)
Roberto Battiti, Anurag Garg
2018 J jnl
Feature Selection Based on the Neighborhood Entropy.
IEEE Trans. Neural Networks Learn. Syst.
Andrea Mariello, Roberto Battiti
2018 — ch.
Reactive Search: Machine Learning for Memory-Based Heuristics.
Handbook of Approximation Algorithms and Metaheuristics (1)
Roberto Battiti, Mauro Brunato
2018 J jnl
Salary Prediction in the IT Job Market with Few High-Dimensional Samples: A Spanish Case Study.
Int. J. Comput. Intell. Syst.
Ignacio Martín, Andrea Mariello, Roberto Battiti, José Alberto Hernández
2017 J jnl
A Telescopic Binary Learning Machine for Training Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Mauro Brunato, Roberto Battiti
2017 — ed.
Learning and Intelligent Optimization - 11th International Conference, LION 11, Nizhny Novgorod, Russia, June 19-21, 2017, Revised Selected Papers
LION
Roberto Battiti, Dmitri E. Kvasov, Yaroslav D. Sergeyev
2016 J jnl
CoRSO (Collaborative Reactive Search Optimization): Blending Combinatorial and Continuous Local Search.
Informatica
Mauro Brunato, Roberto Battiti
2016 — conf
Extreme Reactive Portfolio (XRP): Tuning an Algorithm Population for Global Optimization.
LION
Mauro Brunato, Roberto Battiti
2016 B conf
X-MIFS: Exact Mutual Information for feature selection.
IJCNN
Mauro Brunato, Roberto Battiti
2015 J jnl
A Telescopic Binary Learning Machine for Training Neural Networks.
CoRR
Mauro Brunato, Roberto Battiti
2015 J jnl
A flexible cluster-oriented alternative clustering algorithm for choosing from the Pareto front of solutions.
Mach. Learn.
Duy Tin Truong, Roberto Battiti
2015 J jnl
Learning Modulo Theories for preference elicitation in hybrid domains.
CoRR
Paolo Campigotto, Roberto Battiti, Andrea Passerini
2015 B conf
Stochastic Local Search for direct training of threshold networks.
IJCNN
Mauro Brunato, Roberto Battiti
2014 J jnl
Active Learning of Pareto Fronts.
IEEE Trans. Neural Networks Learn. Syst.
Paolo Campigotto, Andrea Passerini, Roberto Battiti
2014 J jnl
Hybridization of Decomposition and Local Search for Multiobjective Optimization.
IEEE Trans. Cybern.
Liangjun Ke, Qingfu Zhang, Roberto Battiti
2013 — conf
A Repeated Local Search Algorithm for BiClustering of Gene Expression Data.
SIMBAD
Duy Tin Truong, Roberto Battiti, Mauro Brunato
2013 A* conf
Discovering Non-redundant Overlapping Biclusters on Gene Expression Data.
ICDM
Duy Tin Truong, Roberto Battiti, Mauro Brunato
2013 J jnl
Learning and Intelligent Optimization (LION): One Ring to Rule Them All.
Proc. VLDB Endow.
Mauro Brunato, Roberto Battiti
2013 J jnl
MOEA/D-ACO: A Multiobjective Evolutionary Algorithm Using Decomposition and AntColony.
IEEE Trans. Cybern.
Liangjun Ke, Qingfu Zhang, Roberto Battiti
2012 A* conf
A Cluster-Oriented Genetic Algorithm for Alternative Clustering.
ICDM
Duy Tin Truong, Roberto Battiti
2012 — ch.
An Investigation of Reinforcement Learning for Reactive Search Optimization.
Autonomous Search
Roberto Battiti, Paolo Campigotto
2011 — conf
Active Learning of Combinatorial Features for Interactive Optimization.
LION
Paolo Campigotto, Andrea Passerini, Roberto Battiti
2011 J jnl
Guest editorial: Special issue based on the LION 4 conference.
Ann. Math. Artif. Intell.
Christian Blum, Roberto Battiti
2011 J jnl
R-EVO: A Reactive Evolutionary Algorithm for the Maximum Clique Problem.
IEEE Trans. Evol. Comput.
Mauro Brunato, Roberto Battiti
2010 — conf
An On/Off Lattice Approach to Protein Structure Prediction from Contact Maps.
PRIB
Stefano Teso, Cristina Di Risio, Andrea Passerini, Roberto Battiti
2010 J jnl
Brain-Computer Evolutionary Multiobjective Optimization: A Genetic Algorithm Adapting to the Decision Maker.
IEEE Trans. Evol. Comput.
Roberto Battiti, Andrea Passerini
2010 — conf
Grapheur: A Software Architecture for Reactive and Interactive Optimization.
LION
Mauro Brunato, Roberto Battiti
2010 — ed.
Learning and Intelligent Optimization, 4th International Conference, LION 4, Venice, Italy, January 18-22, 2010. Selected Papers
LION
Christian Blum, Roberto Battiti
2010 J jnl
Reactive and dynamic local search for max-clique: Engineering effective building blocks.
Comput. Oper. Res.
Roberto Battiti, Franco Mascia
2010 J jnl
Special issue on learning and intelligent optimization.
Ann. Math. Artif. Intell.
Roberto Battiti, Bart Selman, Thomas Stützle
2009 — ch.
Maximum Satisfiability Problem.
Encyclopedia of Optimization
Roberto Battiti
2008 B conf
An efficient weak secrecy scheme for network coding data dissemination in VANET.
PIMRC
Mario Gerla, Roberto G. Cascella, Zhen Cao, Bruno Crispo, Roberto Battiti
2008 — ed.
Learning and Intelligent Optimization, Second International Conference, LION 2007, Trento, Italy, December 8-12, 2007. Selected Papers
LION
Vittorio Maniezzo, Roberto Battiti, Jean-Paul Watson
2008 — ch.
RASH: A Self-adaptive Random Search Method.
Adaptive and Multilevel Metaheuristics
Mauro Brunato, Roberto Battiti
2008 A conf
Reinforcement Learning and Reactive Search: an adaptive MAX-SAT solver.
ECAI
Roberto Battiti, Paolo Campigotto
2008 — conf
Weak data secrecy via obfuscation in network coding based content distribution.
Wireless Days
Roberto G. Cascella, Zhen Cao, Mario Gerla, Bruno Crispo, Roberto Battiti
2007 J jnl
Achieving Optimal Performance by Using the IEEE 802.11 MAC Protocol With Service Differentiation Enhancements.
IEEE Trans. Veh. Technol.
Bo Li, Roberto Battiti, Yong Fang
2007 J jnl
Achieving optimal performance in IEEE 802.11 wireless LANs with the combination of link adaptation and adaptive backoff.
Comput. Networks
Bo Li, Roberto Battiti
2007 — conf
An Algorithm Portfolio for the Sub-graph Isomorphism Problem.
SLS
Roberto Battiti, Franco Mascia
2007 — ch.
Digital Reputation for Virtual Communities.
Handbook of Approximation Algorithms and Metaheuristics
Roberto Battiti, Anurag Garg
2007 — conf
Learning While Optimizing an Unknown Fitness Surface.
LION
Roberto Battiti, Mauro Brunato, Paolo Campigotto
2007 — conf
On Effectively Finding Maximal Quasi-cliques in Graphs.
LION
Mauro Brunato, Holger H. Hoos, Roberto Battiti
2007 J jnl
On partitioning of hypergraphs.
Discret. Math.
Sergei L. Bezrukov, Roberto Battiti
2007 — ch.
Reactive Search.
Handbook of Approximation Algorithms and Metaheuristics
Mauro Brunato, Roberto Battiti
2007 J jnl
Supporting service differentiation with enhancements of the IEEE 802.11 MAC protocol: Models and analysis.
Sci. China Ser. F Inf. Sci.
Bo Li, Jiandong Li, Roberto Battiti
2006 — conf
"May I borrow Your Filter?" Exchanging Filters to Combat Spam in a Community.
AINA (2)
Anurag Garg, Roberto Battiti, Roberto G. Cascella
2006 B conf
Identifying Intrusions in Computer Networks with Principal Component Analysis.
ARES
Wei Wang, Roberto Battiti
2006 J jnl
Internet Wireless Access: 802.11 and Beyond.
Mob. Networks Appl.
Roberto Battiti, Marco Conti, Renato Lo Cigno
2006 J jnl
Performance analysis of a service-dependent handoff scheme in voice/data integrated cellular mobile systems.
Comput. Networks
Bo Li, Roberto Battiti, Akira Fukuda
2006 — conf
Reputation Lending for Virtual Communities.
ICDE Workshops
Anurag Garg, Alberto Montresor, Roberto Battiti
2006 A conf
The gregarious particle swarm optimizer (G-PSO).
GECCO
Srinivas Pasupuleti, Roberto Battiti
2005 Misc ed.
1st International Conference on Testbeds & Research Infrastructures for the DEvelopment of NeTworks & COMmunities (TRIDENTCOM 2005), 23-25 February 2005, Trento, Italy
TRIDENTCOM
Roberto Battiti, Mario Gerla, Piero Spinnato
2005 — conf
Intelligent backbone swarms for scalable, disruption tolerant wireless networking.
SIS
Mario Gerla, Joon-Sang Park, Roberto Battiti, Anurag Garg
2005 C conf
Reputation management: experiments on the robustness of ROCQ.
ISADS
Anurag Garg, Roberto Battiti, Roberto G. Cascella
2005 J jnl
Statistical learning theory for location fingerprinting in wireless LANs.
Comput. Networks
Mauro Brunato, Roberto Battiti
2005 B conf
Tracking the Optimal Configuration of a Bluetooth Scatternet.
LCN
Csaba Kiss Kallo, Roberto Battiti, Carla-Fabiana Chiasserini, Marco Ajmone Marsan
2005 J jnl
Wireless LANs: From WarChalking to Open Access Networks.
Mob. Networks Appl.
Roberto Battiti, Renato Lo Cigno, Mikalai Sabel, Fredrik Orava, Björn Pehrson
2004 — conf
Achieving Maximum Throughput and Service Differentiation by Enhancing the IEEE 802.11 MAC Protocol.
WONS
Bo Li, Roberto Battiti
2004 — conf
Analysis of the IEEE 802.11 DCF with Service Differentiation Support in Non-saturation Conditions.
QofIS
Bo Li, Roberto Battiti
2004 — conf
Dynamic Self-management of Autonomic Systems: The Reputation, Quality and Credibility (RQC) Scheme.
WAC
Anurag Garg, Roberto Battiti, Gianni Costanzi
2004 — conf
Quality of service in IP over WDM: considering both service differentiation and transmission quality.
ICC
Elio Salvadori, Roberto Battiti
2004 B conf
Reducing the number of hops between communication peers in a Bluetooth scatternet.
WCNC
Csaba Kiss Kallo, Roberto Battiti, Carla-Fabiana Chiasserini, Marco Ajmone Marsan
2004 — ed.
Wireless On-Demand Network Systems, First IFIP TC6 Working Conference, WONS 2004, Madonna di Campiglio, Italy, January 21-23, 2004, Proceedings
WONS
Roberto Battiti, Marco Conti, Renato Lo Cigno
2003 C conf
A Load Balancing Scheme for Congestion Control in MPLS Networks.
ISCC
Elio Salvadori, Roberto Battiti
2003 — conf
Global growth of open access networks: from warchalking and connection sharing to sustainable business.
WMASH
Roberto Battiti, Renato Lo Cigno, Fredrik Orava, Björn Pehrson
2003 A* conf
PILGRIM: A Location Broker and Mobility-Aware Recommendation System.
PerCom
Mauro Brunato, Roberto Battiti
2003 — conf
Performance Analysis of an Enhanced IEEE 802.11 Distributed Coordination Function Supporting Service Differentiation.
QofIS
Bo Li, Roberto Battiti
2003 — conf
WILMA: An Open Lab for 802.11 HotSpots: Extended abstract.
PWC
Roberto Battiti, Mauro Brunato, Renato Lo Cigno, A. Villani, R. Flor, Gianni Lazzari
2002 — conf
A Multistart Randomized Greedy Algorithm for Traffic Grooming on Mesh Logical Topologies.
ONDM
Mauro Brunato, Roberto Battiti
2002 J jnl
Foreword.
Algorithmica
Roberto Battiti, Alan A. Bertossi
2002 B conf
Load Balancing in WDM Networks through Adaptive Routing Table Changes.
NETWORKING
Mauro Brunato, Roberto Battiti, Elio Salvadori
2001 J jnl
A randomized saturation degree heuristic for channel assignment in cellular radio networks.
IEEE Trans. Veh. Technol.
Roberto Battiti, Alan A. Bertossi, Daniela Cavallaro
2001 J jnl
Cellular Channel Assignment: A New Localized and Distributed Strategy.
Mob. Networks Appl.
Roberto Battiti, Alan A. Bertossi, Mauro Brunato
2001 J jnl
Editorial.
Discret. Appl. Math.
Roberto Battiti, Alan A. Bertossi, Silvano Martello
2001 J jnl
Reactive Local Search for the Maximum Clique Problem.
Algorithmica
Roberto Battiti, Marco Protasi
2001 — conf
Reactive Search for Traffic Grooming in WDM Networks.
IWDC
Roberto Battiti, Mauro Brunato
1999 J jnl
Assigning codes in wireless networks: bounds and scaling properties.
Wirel. Networks
Roberto Battiti, Alan A. Bertossi, Maurizio A. Bonuccelli
1999 J jnl
Greedy, Prohibition, and Reactive Heuristics for Graph Partitioning.
IEEE Trans. Computers
Roberto Battiti, Alan A. Bertossi
1999 — conf
Partially persistent dynamic sets for history-sensitive heuristics.
Data Structures, Near Neighbor Searches, and Methodology
Roberto Battiti
1999 J jnl
Reactive Local Search Techniques for the Maximum k-conjunctive Constraint Satisfaction Problem (MAX-k-CCSP).
Discret. Appl. Math.
Roberto Battiti, Marco Protasi
1997 — conf
Differential greedy for the 0-1 equicut problem.
Network Design: Connectivity and Facilities Location
Roberto Battiti, Alan A. Bertossi
1997 — conf
Randomized greedy algorithms for the hypergraph partitioning problem.
Randomization Methods in Algorithm Design
Roberto Battiti, Alan A. Bertossi, Romeo Rizzi
1997 — conf
Reactive Local Search for Maximum Clique.
WAE
Roberto Battiti, Marco Protasi
1997 J jnl
Reactive Search, a History-Sensitive Heuristic for MAX-SAT.
ACM J. Exp. Algorithmics
Roberto Battiti, Marco Protasi
1996 — conf
Solving MAX-SAT with non-oblivious functions and history-based heuristics.
Satisfiability Problem: Theory and Applications
Roberto Battiti, Marco Protasi
1996 J jnl
The continuous reactive tabu search: Blending combinatorial optimization and stochastic search for global optimization.
Ann. Oper. Res.
Roberto Battiti, Giampietro Tecchiolli
1995 — conf
Special-purpose parallel architectures for high-performance machine learning.
HPCN Europe
Roberto Battiti, Peter Lee, Alvise Sartori, Giampietro Tecchiolli
1995 J jnl
Training neural nets with the reactive tabu search.
IEEE Trans. Neural Networks
Roberto Battiti, Giampietro Tecchiolli
1994 J jnl
Democracy in neural nets: Voting schemes for classification.
Neural Networks
Roberto Battiti, Anna Maria Colla
1994 J jnl
Learning with first, second, and no derivatives: A case study in high energy physics.
Neurocomputing
Roberto Battiti, Giampietro Tecchiolli
1994 J jnl
The Reactive Tabu Search.
INFORMS J. Comput.
Roberto Battiti, Giampietro Tecchiolli
1994 J jnl
Using mutual information for selecting features in supervised neural net learning.
IEEE Trans. Neural Networks
Roberto Battiti
1992 J jnl
First- and Second-Order Methods for Learning: Between Steepest Descent and Newton's Method.
Neural Comput.
Roberto Battiti
1992 J jnl
Parallel biased search for combinatorial optimization: genetic algorithms and TABU.
Microprocess. Microsystems
Roberto Battiti, Giampietro Tecchiolli
1991 J jnl
Computing optical flow across multiple scales: An adaptive coarse-to-fine strategy.
Int. J. Comput. Vis.
Roberto Battiti, Edoardo Amaldi, Christof Koch
1991 J jnl
Real-time multi-scale vision on multi-computers.
Concurr. Pract. Exp.
Roberto Battiti
1989 J jnl
Accelerated Backpropagation Learning: Two Optimization Methods.
Complex Syst.
Roberto Battiti
1988 — conf
Collective steropsis on the hypercube.
C³P
Roberto Battiti