Roberto Battiti

Orcid: 0000-0002-0259-8603

Affiliations:
  • University of Trento, Department of Information Engineering and Computer Science


According to our database1, Roberto Battiti authored at least 96 papers between 1988 and 2021.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2021
Learning Modulo Theories for constructive preference elicitation.
Artif. Intell., 2021

2020
Reactive Sample Size for Heuristic Search in Simulation-based Optimization.
CoRR, 2020

Combining intelligent heuristics with simulators in hotel revenue management.
Ann. Math. Artif. Intell., 2020

2018
Feature Selection Based on the Neighborhood Entropy.
IEEE Trans. Neural Networks Learn. Syst., 2018

Salary Prediction in the IT Job Market with Few High-Dimensional Samples: A Spanish Case Study.
Int. J. Comput. Intell. Syst., 2018

A reactive self-tuning scheme for multilevel graph partitioning.
Appl. Math. Comput., 2018

Digital Reputation for Virtual Communities.
Proceedings of the Handbook of Approximation Algorithms and Metaheuristics, 2018

Reactive Search: Machine Learning for Memory-Based Heuristics.
Proceedings of the Handbook of Approximation Algorithms and Metaheuristics, 2018

2017
A Telescopic Binary Learning Machine for Training Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2017

2016
CoRSO (Collaborative Reactive Search Optimization): Blending Combinatorial and Continuous Local Search.
Informatica, 2016

Extreme Reactive Portfolio (XRP): Tuning an Algorithm Population for Global Optimization.
Proceedings of the Learning and Intelligent Optimization - 10th International Conference, 2016

X-MIFS: Exact Mutual Information for feature selection.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015
A flexible cluster-oriented alternative clustering algorithm for choosing from the Pareto front of solutions.
Mach. Learn., 2015

Learning Modulo Theories for preference elicitation in hybrid domains.
CoRR, 2015

Stochastic Local Search for direct training of threshold networks.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014
Active Learning of Pareto Fronts.
IEEE Trans. Neural Networks Learn. Syst., 2014

Hybridization of Decomposition and Local Search for Multiobjective Optimization.
IEEE Trans. Cybern., 2014

2013
MOEA/D-ACO: A Multiobjective Evolutionary Algorithm Using Decomposition and AntColony.
IEEE Trans. Cybern., 2013

Learning and Intelligent Optimization (LION): One Ring to Rule Them All.
Proc. VLDB Endow., 2013

A Repeated Local Search Algorithm for BiClustering of Gene Expression Data.
Proceedings of the Similarity-Based Pattern Recognition - Second International Workshop, 2013

Discovering Non-redundant Overlapping Biclusters on Gene Expression Data.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

2012
A Cluster-Oriented Genetic Algorithm for Alternative Clustering.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

An Investigation of Reinforcement Learning for Reactive Search Optimization.
Proceedings of the Autonomous Search, 2012

2011
R-EVO: A Reactive Evolutionary Algorithm for the Maximum Clique Problem.
IEEE Trans. Evol. Comput., 2011

Guest editorial: Special issue based on the LION 4 conference.
Ann. Math. Artif. Intell., 2011

Active Learning of Combinatorial Features for Interactive Optimization.
Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011

2010
Brain-Computer Evolutionary Multiobjective Optimization: A Genetic Algorithm Adapting to the Decision Maker.
IEEE Trans. Evol. Comput., 2010

Reactive and dynamic local search for max-clique: Engineering effective building blocks.
Comput. Oper. Res., 2010

Special issue on learning and intelligent optimization.
Ann. Math. Artif. Intell., 2010

An On/Off Lattice Approach to Protein Structure Prediction from Contact Maps.
Proceedings of the Pattern Recognition in Bioinformatics, 2010

Grapheur: A Software Architecture for Reactive and Interactive Optimization.
Proceedings of the Learning and Intelligent Optimization, 4th International Conference, 2010

2009
Maximum Satisfiability Problem.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

2008
RASH: A Self-adaptive Random Search Method.
Proceedings of the Adaptive and Multilevel Metaheuristics, 2008

Weak data secrecy via obfuscation in network coding based content distribution.
Proceedings of the 1st IFIP Wireless Days, 2008

An efficient weak secrecy scheme for network coding data dissemination in VANET.
Proceedings of the IEEE 19th International Symposium on Personal, 2008

Reinforcement Learning and Reactive Search: an adaptive MAX-SAT solver.
Proceedings of the ECAI 2008, 2008

2007
Reactive Search.
Proceedings of the Handbook of Approximation Algorithms and Metaheuristics., 2007

Digital Reputation for Virtual Communities.
Proceedings of the Handbook of Approximation Algorithms and Metaheuristics., 2007

Achieving Optimal Performance by Using the IEEE 802.11 MAC Protocol With Service Differentiation Enhancements.
IEEE Trans. Veh. Technol., 2007

On partitioning of hypergraphs.
Discret. Math., 2007

Achieving optimal performance in IEEE 802.11 wireless LANs with the combination of link adaptation and adaptive backoff.
Comput. Networks, 2007

Supporting service differentiation with enhancements of the IEEE 802.11 MAC protocol: Models and analysis.
Sci. China Ser. F Inf. Sci., 2007

An Algorithm Portfolio for the Sub-graph Isomorphism Problem.
Proceedings of the Engineering Stochastic Local Search Algorithms. Designing, 2007

On Effectively Finding Maximal Quasi-cliques in Graphs.
Proceedings of the Learning and Intelligent Optimization, Second International Conference, 2007

Learning While Optimizing an Unknown Fitness Surface.
Proceedings of the Learning and Intelligent Optimization, Second International Conference, 2007

2006
Internet Wireless Access: 802.11 and Beyond.
Mob. Networks Appl., 2006

Performance analysis of a service-dependent handoff scheme in voice/data integrated cellular mobile systems.
Comput. Networks, 2006

Reputation Lending for Virtual Communities.
Proceedings of the 22nd International Conference on Data Engineering Workshops, 2006

The gregarious particle swarm optimizer (G-PSO).
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

"May I borrow Your Filter?" Exchanging Filters to Combat Spam in a Community.
Proceedings of the 20th International Conference on Advanced Information Networking and Applications (AINA 2006), 2006

Identifying Intrusions in Computer Networks with Principal Component Analysis.
Proceedings of the The First International Conference on Availability, 2006

2005
Wireless LANs: From WarChalking to Open Access Networks.
Mob. Networks Appl., 2005

Statistical learning theory for location fingerprinting in wireless LANs.
Comput. Networks, 2005

Intelligent backbone swarms for scalable, disruption tolerant wireless networking.
Proceedings of the 2005 IEEE Swarm Intelligence Symposium, 2005

Tracking the Optimal Configuration of a Bluetooth Scatternet.
Proceedings of the 30th Annual IEEE Conference on Local Computer Networks (LCN 2005), 2005

Reputation management: experiments on the robustness of ROCQ.
Proceedings of the 2005 International Symposium on Autonomous Decentralized Systems, 2005

2004
Reducing the number of hops between communication peers in a Bluetooth scatternet.
Proceedings of the 2004 IEEE Wireless Communications and Networking Conference , 2004

Dynamic Self-management of Autonomic Systems: The Reputation, Quality and Credibility (RQC) Scheme.
Proceedings of the Autonomic Communication, First International IFIP Workshop, 2004

Analysis of the IEEE 802.11 DCF with Service Differentiation Support in Non-saturation Conditions.
Proceedings of the Quality of Service in the Emerging Networking Panorama: Fifth International Workshop on Quality of Future Internet Services, 2004

Achieving Maximum Throughput and Service Differentiation by Enhancing the IEEE 802.11 MAC Protocol.
Proceedings of the Wireless On-Demand Network Systems, First IFIP TC6 Working Conference, 2004

Quality of service in IP over WDM: considering both service differentiation and transmission quality.
Proceedings of IEEE International Conference on Communications, 2004

2003
Global growth of open access networks: from warchalking and connection sharing to sustainable business.
Proceedings of the 1st ACM International Workshop on Wireless Mobile Applications and Services on WLAN Hotspots, 2003

Performance Analysis of an Enhanced IEEE 802.11 Distributed Coordination Function Supporting Service Differentiation.
Proceedings of the Quality for All, 2003

PILGRIM: A Location Broker and Mobility-Aware Recommendation System.
Proceedings of the First IEEE International Conference on Pervasive Computing and Communications (PerCom'03), 2003

A Load Balancing Scheme for Congestion Control in MPLS Networks.
Proceedings of the Eighth IEEE Symposium on Computers and Communications (ISCC 2003), 30 June, 2003

WILMA: An Open Lab for 802.11 HotSpots: Extended abstract.
Proceedings of the Personal Wireless Communications, IFIP-TC6 8th International Conference, 2003

2002
Foreword.
Algorithmica, 2002

A Multistart Randomized Greedy Algorithm for Traffic Grooming on Mesh Logical Topologies.
Proceedings of the Next Generation Optical Network Design and Modelling, 2002

Load Balancing in WDM Networks through Adaptive Routing Table Changes.
Proceedings of the NETWORKING 2002, 2002

2001
A randomized saturation degree heuristic for channel assignment in cellular radio networks.
IEEE Trans. Veh. Technol., 2001

Cellular Channel Assignment: A New Localized and Distributed Strategy.
Mob. Networks Appl., 2001

Editorial.
Discret. Appl. Math., 2001

Reactive Local Search for the Maximum Clique Problem.
Algorithmica, 2001

Reactive Search for Traffic Grooming in WDM Networks.
Proceedings of the Evolutionary Trends of the Internet, 2001

1999
Assigning codes in wireless networks: bounds and scaling properties.
Wirel. Networks, 1999

Greedy, Prohibition, and Reactive Heuristics for Graph Partitioning.
IEEE Trans. Computers, 1999

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

Partially persistent dynamic sets for history-sensitive heuristics.
Proceedings of the Data Structures, 1999

1997
Reactive Search, a History-Sensitive Heuristic for MAX-SAT.
ACM J. Exp. Algorithmics, 1997

Reactive Local Search for Maximum Clique.
Proceedings of the Workshop on Algorithm Engineering, 1997

Randomized greedy algorithms for the hypergraph partitioning problem.
Proceedings of the Randomization Methods in Algorithm Design, 1997

Differential greedy for the 0-1 equicut problem.
Proceedings of the Network Design: Connectivity and Facilities Location, 1997

1996
The continuous reactive tabu search: Blending combinatorial optimization and stochastic search for global optimization.
Ann. Oper. Res., 1996

Solving MAX-SAT with non-oblivious functions and history-based heuristics.
Proceedings of the Satisfiability Problem: Theory and Applications, 1996

1995
Training neural nets with the reactive tabu search.
IEEE Trans. Neural Networks, 1995

Special-purpose parallel architectures for high-performance machine learning.
Proceedings of the High-Performance Computing and Networking, 1995

1994
Using mutual information for selecting features in supervised neural net learning.
IEEE Trans. Neural Networks, 1994

Democracy in neural nets: Voting schemes for classification.
Neural Networks, 1994

The Reactive Tabu Search.
INFORMS J. Comput., 1994

Learning with first, second, and no derivatives: A case study in high energy physics.
Neurocomputing, 1994

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

Parallel biased search for combinatorial optimization: genetic algorithms and TABU.
Microprocess. Microsystems, 1992

1991
Computing optical flow across multiple scales: An adaptive coarse-to-fine strategy.
Int. J. Comput. Vis., 1991

Real-time multi-scale vision on multi-computers.
Concurr. Pract. Exp., 1991

1989
Accelerated Backpropagation Learning: Two Optimization Methods.
Complex Syst., 1989

1988
Collective steropsis on the hypercube.
Proceedings of the Third Conference on Hypercube Concurrent Computers and Applications, 1988


  Loading...