Collective steropsis on the hypercube. - Roberto Battiti (C³P, 1988)

Accelerated Backpropagation Learning: Two Optimization Methods. - Roberto Battiti (Complex Syst., 1989)

Real-time multi-scale vision on multi-computers. - Roberto Battiti (Concurr. Pract. Exp., 1991)

Computing optical flow across multiple scales: An adaptive coarse-to-fine strategy. - Roberto Battiti; Edoardo Amaldi; Christof Koch (Int. J. Comput. Vis., 1991)

Parallel biased search for combinatorial optimization: genetic algorithms and TABU. - Roberto Battiti; Giampietro Tecchiolli (Microprocess. Microsystems, 1992)

First- and Second-Order Methods for Learning: Between Steepest Descent and Newton's Method. - Roberto Battiti (Neural Comput., 1992)

Learning with first, second, and no derivatives: A case study in high energy physics. - Roberto Battiti; Giampietro Tecchiolli (Neurocomputing, 1994)

The Reactive Tabu Search. - Roberto Battiti; Giampietro Tecchiolli (INFORMS J. Comput., 1994)

Democracy in neural nets: Voting schemes for classification. - Roberto Battiti; Anna Maria Colla (Neural Networks, 1994)

Using mutual information for selecting features in supervised neural net learning. - Roberto Battiti (IEEE Trans. Neural Networks, 1994)

Special-purpose parallel architectures for high-performance machine learning. - Roberto Battiti; Peter Lee 002; Alvise Sartori; Giampietro Tecchiolli (HPCN Europe, 1995)

Training neural nets with the reactive tabu search. - Roberto Battiti; Giampietro Tecchiolli (IEEE Trans. Neural Networks, 1995)

Solving MAX-SAT with non-oblivious functions and history-based heuristics. - Roberto Battiti; Marco Protasi (Satisfiability Problem: Theory and Applications, 1996)

The continuous reactive tabu search: Blending combinatorial optimization and stochastic search for global optimization. - Roberto Battiti; Giampietro Tecchiolli (Ann. Oper. Res., 1996)

Differential greedy for the 0-1 equicut problem. - Roberto Battiti; Alan A. Bertossi (Network Design: Connectivity and Facilities Location, 1997)

Randomized greedy algorithms for the hypergraph partitioning problem. - Roberto Battiti; Alan A. Bertossi; Romeo Rizzi (Randomization Methods in Algorithm Design, 1997)

Reactive Local Search for Maximum Clique. - Roberto Battiti; Marco Protasi (WAE, 1997)

Reactive Search, a History-Sensitive Heuristic for MAX-SAT. - Roberto Battiti; Marco Protasi (ACM J. Exp. Algorithmics, 1997)

Partially persistent dynamic sets for history-sensitive heuristics. - Roberto Battiti (Data Structures, Near Neighbor Searches, and Methodology, 1999)

Reactive Local Search Techniques for the Maximum k-conjunctive Constraint Satisfaction Problem (MAX-k-CCSP). - Roberto Battiti; Marco Protasi (Discret. Appl. Math., 1999)

Greedy, Prohibition, and Reactive Heuristics for Graph Partitioning. - Roberto Battiti; Alan A. Bertossi (IEEE Trans. Computers, 1999)

Assigning codes in wireless networks: bounds and scaling properties. - Roberto Battiti; Alan A. Bertossi; Maurizio A. Bonuccelli (Wirel. Networks, 1999)

Reactive Search for Traffic Grooming in WDM Networks. - Roberto Battiti; Mauro Brunato (IWDC, 2001)

Reactive Local Search for the Maximum Clique Problem. - Roberto Battiti; Marco Protasi (Algorithmica, 2001)

Editorial. - Roberto Battiti; Alan A. Bertossi; Silvano Martello (Discret. Appl. Math., 2001)

Cellular Channel Assignment: A New Localized and Distributed Strategy. - Roberto Battiti; Alan A. Bertossi; Mauro Brunato (Mob. Networks Appl., 2001)

A randomized saturation degree heuristic for channel assignment in cellular radio networks. - Roberto Battiti; Alan A. Bertossi; Daniela Cavallaro (IEEE Trans. Veh. Technol., 2001)

Load Balancing in WDM Networks through Adaptive Routing Table Changes. - Mauro Brunato; Roberto Battiti; Elio Salvadori (NETWORKING, 2002)

A Multistart Randomized Greedy Algorithm for Traffic Grooming on Mesh Logical Topologies. - Mauro Brunato; Roberto Battiti (ONDM, 2002)

Foreword. - Roberto Battiti; Alan A. Bertossi (Algorithmica, 2002)

WILMA: An Open Lab for 802.11 HotSpots: Extended abstract. - Roberto Battiti; Mauro Brunato; Renato Lo Cigno; A. Villani; R. Flor; Gianni Lazzari (PWC, 2003)

A Load Balancing Scheme for Congestion Control in MPLS Networks. - Elio Salvadori; Roberto Battiti (ISCC, 2003)

PILGRIM: A Location Broker and Mobility-Aware Recommendation System. - Mauro Brunato; Roberto Battiti (PerCom, 2003)

Performance Analysis of an Enhanced IEEE 802.11 Distributed Coordination Function Supporting Service Differentiation. - Bo Li 089; Roberto Battiti (QofIS, 2003)

Global growth of open access networks: from warchalking and connection sharing to sustainable business. - Roberto Battiti; Renato Lo Cigno; Fredrik Orava; Björn Pehrson (WMASH, 2003)

Quality of service in IP over WDM: considering both service differentiation and transmission quality. - Elio Salvadori; Roberto Battiti (ICC, 2004)

Achieving Maximum Throughput and Service Differentiation by Enhancing the IEEE 802.11 MAC Protocol. - Bo Li 089; Roberto Battiti (WONS, 2004)

Analysis of the IEEE 802.11 DCF with Service Differentiation Support in Non-saturation Conditions. - Bo Li 089; Roberto Battiti (QofIS, 2004)

Dynamic Self-management of Autonomic Systems: The Reputation, Quality and Credibility (RQC) Scheme. - Anurag Garg; Roberto Battiti; Gianni Costanzi (WAC, 2004)

Reducing the number of hops between communication peers in a Bluetooth scatternet. - Csaba Kiss Kallo; Roberto Battiti; Carla-Fabiana Chiasserini; Marco Ajmone Marsan (WCNC, 2004)

Reputation management: experiments on the robustness of ROCQ. - Anurag Garg; Roberto Battiti; Roberto G. Cascella (ISADS, 2005)

Tracking the Optimal Configuration of a Bluetooth Scatternet. - Csaba Kiss Kallo; Roberto Battiti; Carla-Fabiana Chiasserini; Marco Ajmone Marsan (LCN, 2005)

Intelligent backbone swarms for scalable, disruption tolerant wireless networking. - Mario Gerla; Joon-Sang Park; Roberto Battiti; Anurag Garg (SIS, 2005)

Statistical learning theory for location fingerprinting in wireless LANs. - Mauro Brunato; Roberto Battiti (Comput. Networks, 2005)

Wireless LANs: From WarChalking to Open Access Networks. - Roberto Battiti; Renato Lo Cigno; Mikalai Sabel; Fredrik Orava; Björn Pehrson (Mob. Networks Appl., 2005)

Identifying Intrusions in Computer Networks with Principal Component Analysis. - Wei Wang 012; Roberto Battiti (ARES, 2006)

"May I borrow Your Filter?" Exchanging Filters to Combat Spam in a Community. - Anurag Garg; Roberto Battiti; Roberto G. Cascella (AINA (2), 2006)

The gregarious particle swarm optimizer (G-PSO). - Srinivas Pasupuleti; Roberto Battiti (GECCO, 2006)

Reputation Lending for Virtual Communities. - Anurag Garg; Alberto Montresor; Roberto Battiti (ICDE Workshops, 2006)

Performance analysis of a service-dependent handoff scheme in voice/data integrated cellular mobile systems. - Bo Li 089; Roberto Battiti; Akira Fukuda (Comput. Networks, 2006)

Internet Wireless Access: 802.11 and Beyond. - Roberto Battiti; Marco Conti; Renato Lo Cigno (Mob. Networks Appl., 2006)

Learning While Optimizing an Unknown Fitness Surface. - Roberto Battiti; Mauro Brunato; Paolo Campigotto (LION, 2007)

On Effectively Finding Maximal Quasi-cliques in Graphs. - Mauro Brunato; Holger H. Hoos; Roberto Battiti (LION, 2007)

An Algorithm Portfolio for the Sub-graph Isomorphism Problem. - Roberto Battiti; Franco Mascia (SLS, 2007)

Supporting service differentiation with enhancements of the IEEE 802.11 MAC protocol: Models and analysis. - Bo Li 089; Jiandong Li 001; Roberto Battiti (Sci. China Ser. F Inf. Sci., 2007)

Achieving optimal performance in IEEE 802.11 wireless LANs with the combination of link adaptation and adaptive backoff. - Bo Li 089; Roberto Battiti (Comput. Networks, 2007)

On partitioning of hypergraphs. - Sergei L. Bezrukov; Roberto Battiti (Discret. Math., 2007)

Achieving Optimal Performance by Using the IEEE 802.11 MAC Protocol With Service Differentiation Enhancements. - Bo Li 089; Roberto Battiti; Yong Fang 001 (IEEE Trans. Veh. Technol., 2007)

Digital Reputation for Virtual Communities. - Roberto Battiti; Anurag Garg (Handbook of Approximation Algorithms and Metaheuristics, 2007)

Reactive Search. - Mauro Brunato; Roberto Battiti (Handbook of Approximation Algorithms and Metaheuristics, 2007)

Reinforcement Learning and Reactive Search: an adaptive MAX-SAT solver. - Roberto Battiti; Paolo Campigotto (ECAI, 2008)

An efficient weak secrecy scheme for network coding data dissemination in VANET. - Mario Gerla; Roberto G. Cascella; Zhen Cao; Bruno Crispo; Roberto Battiti (PIMRC, 2008)

Weak data secrecy via obfuscation in network coding based content distribution. - Roberto G. Cascella; Zhen Cao; Mario Gerla; Bruno Crispo; Roberto Battiti (Wireless Days, 2008)

RASH: A Self-adaptive Random Search Method. - Mauro Brunato; Roberto Battiti (Adaptive and Multilevel Metaheuristics, 2008)

Maximum Satisfiability Problem. - Roberto Battiti (Encyclopedia of Optimization, 2009)

Grapheur: A Software Architecture for Reactive and Interactive Optimization. - Mauro Brunato; Roberto Battiti (LION, 2010)

An On/Off Lattice Approach to Protein Structure Prediction from Contact Maps. - Stefano Teso; Cristina Di Risio; Andrea Passerini; Roberto Battiti (PRIB, 2010)

Special issue on learning and intelligent optimization. - Roberto Battiti; Bart Selman; Thomas Stützle (Ann. Math. Artif. Intell., 2010)

Reactive and dynamic local search for max-clique: Engineering effective building blocks. - Roberto Battiti; Franco Mascia (Comput. Oper. Res., 2010)

Brain-Computer Evolutionary Multiobjective Optimization: A Genetic Algorithm Adapting to the Decision Maker. - Roberto Battiti; Andrea Passerini (IEEE Trans. Evol. Comput., 2010)

Active Learning of Combinatorial Features for Interactive Optimization. - Paolo Campigotto; Andrea Passerini; Roberto Battiti (LION, 2011)

Guest editorial: Special issue based on the LION 4 conference. - Christian Blum 001; Roberto Battiti (Ann. Math. Artif. Intell., 2011)

R-EVO: A Reactive Evolutionary Algorithm for the Maximum Clique Problem. - Mauro Brunato; Roberto Battiti (IEEE Trans. Evol. Comput., 2011)

An Investigation of Reinforcement Learning for Reactive Search Optimization. - Roberto Battiti; Paolo Campigotto (Autonomous Search, 2012)

A Cluster-Oriented Genetic Algorithm for Alternative Clustering. - Duy Tin Truong; Roberto Battiti (ICDM, 2012)

Discovering Non-redundant Overlapping Biclusters on Gene Expression Data. - Duy Tin Truong; Roberto Battiti; Mauro Brunato (ICDM, 2013)

A Repeated Local Search Algorithm for BiClustering of Gene Expression Data. - Duy Tin Truong; Roberto Battiti; Mauro Brunato (SIMBAD, 2013)

Learning and Intelligent Optimization (LION): One Ring to Rule Them All. - Mauro Brunato; Roberto Battiti (Proc. VLDB Endow., 2013)

MOEA/D-ACO: A Multiobjective Evolutionary Algorithm Using Decomposition and AntColony. - Liangjun Ke; Qingfu Zhang 001; Roberto Battiti (IEEE Trans. Cybern., 2013)

Hybridization of Decomposition and Local Search for Multiobjective Optimization. - Liangjun Ke; Qingfu Zhang 001; Roberto Battiti (IEEE Trans. Cybern., 2014)

Active Learning of Pareto Fronts. - Paolo Campigotto; Andrea Passerini; Roberto Battiti (IEEE Trans. Neural Networks Learn. Syst., 2014)

Stochastic Local Search for direct training of threshold networks. - Mauro Brunato; Roberto Battiti (IJCNN, 2015)

Learning Modulo Theories for preference elicitation in hybrid domains. - Paolo Campigotto; Roberto Battiti; Andrea Passerini (CoRR, 2015)

A flexible cluster-oriented alternative clustering algorithm for choosing from the Pareto front of solutions. - Duy Tin Truong; Roberto Battiti (Mach. Learn., 2015)

X-MIFS: Exact Mutual Information for feature selection. - Mauro Brunato; Roberto Battiti (IJCNN, 2016)

Extreme Reactive Portfolio (XRP): Tuning an Algorithm Population for Global Optimization. - Mauro Brunato; Roberto Battiti (LION, 2016)

CoRSO (Collaborative Reactive Search Optimization): Blending Combinatorial and Continuous Local Search. - Mauro Brunato; Roberto Battiti (Informatica, 2016)

A Telescopic Binary Learning Machine for Training Neural Networks. - Mauro Brunato; Roberto Battiti (IEEE Trans. Neural Networks Learn. Syst., 2017)

Reactive Search: Machine Learning for Memory-Based Heuristics. - Roberto Battiti; Mauro Brunato (Handbook of Approximation Algorithms and Metaheuristics (1), 2018)

Digital Reputation for Virtual Communities. - Roberto Battiti; Anurag Garg (Handbook of Approximation Algorithms and Metaheuristics (2), 2018)

A reactive self-tuning scheme for multilevel graph partitioning. - Tahir Emre Kalayci; Roberto Battiti (Appl. Math. Comput., 2018)

Salary Prediction in the IT Job Market with Few High-Dimensional Samples: A Spanish Case Study. - Ignacio Martín 001; Andrea Mariello; Roberto Battiti; José Alberto Hernández 001 (Int. J. Comput. Intell. Syst., 2018)

Feature Selection Based on the Neighborhood Entropy. - Andrea Mariello; Roberto Battiti (IEEE Trans. Neural Networks Learn. Syst., 2018)

Combining intelligent heuristics with simulators in hotel revenue management. - Mauro Brunato; Roberto Battiti (Ann. Math. Artif. Intell., 2020)

Reactive Sample Size for Heuristic Search in Simulation-based Optimization. - Manuel Dalcastagné; Andrea Mariello; Roberto Battiti (CoRR, 2020)

Learning Modulo Theories for constructive preference elicitation. - Paolo Campigotto; Stefano Teso; Roberto Battiti; Andrea Passerini (Artif. Intell., 2021)

Sequential Decision Modeling for Dynamic Pricing and Revenue Management in Hotels. - Roberto Battiti (NUMTA (1), 2023)

Pushing the Limits of the Reactive Affine Shaker Algorithm to Higher Dimensions. - Roberto Battiti; Mauro Brunato (CoRR, 2025)