Roberto Battiti
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Italian academic
Roberto Battiti's AcademicInfluence.com Rankings
Roberto Battiticomputer-science Degrees
Computer Science
#2111
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#2193
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Machine Learning
#622
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#629
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Artificial Intelligence
#2439
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#2480
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Database
#3644
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#3795
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Computer Science
Roberto Battiti's Degrees
- PhD Computer Science University of Trento
- Masters Computer Science University of Trento
- Bachelors Computer Science University of Trento
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Why Is Roberto Battiti Influential?
(Suggest an Edit or Addition)According to Wikipedia, Roberto Battiti is an Italian computer scientist, Professor of computer science at the University of Trento, director of the LIONlab , and deputy director of the DISI Department and delegate for technology transfer.
Roberto Battiti's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Using mutual information for selecting features in supervised neural net learning (1994) (2458)
- First- and Second-Order Methods for Learning: Between Steepest Descent and Newton's Method (1992) (1269)
- The Reactive Tabu Search (1994) (942)
- Statistical learning theory for location fingerprinting in wireless LANs (2005) (634)
- Democracy in neural nets: Voting schemes for classification (1994) (340)
- Reactive Search and Intelligent Optimization (2008) (281)
- Reactive Local Search for the Maximum Clique Problem1 (2001) (277)
- Location-aware computing: a neural network model for determining location in wireless LANs (2002) (262)
- MOEA/D-ACO: A Multiobjective Evolutionary Algorithm Using Decomposition and AntColony (2013) (255)
- Accelerated Backpropagation Learning: Two Optimization Methods (1989) (211)
- BFGS Optimization for Faster and Automated Supervised Learning (1990) (137)
- Greedy, Prohibition, and Reactive Heuristics for Graph Partitioning (1999) (128)
- Training neural nets with the reactive tabu search (1995) (126)
- Identifying intrusions in computer networks with principal component analysis (2006) (118)
- The gregarious particle swarm optimizer (G-PSO) (2006) (108)
- Brain–Computer Evolutionary Multiobjective Optimization: A Genetic Algorithm Adapting to the Decision Maker (2010) (105)
- The continuous reactive tabu search: Blending combinatorial optimization and stochastic search for global optimization (1996) (105)
- Reactive search, a history-sensitive heuristic for MAX-SAT (1997) (101)
- Hybridization of Decomposition and Local Search for Multiobjective Optimization (2014) (99)
- On Effectively Finding Maximal Quasi-cliques in Graphs (2008) (92)
- Parallel biased search for combinatorial optimization: genetic algorithms and TABU (1992) (91)
- Assigning codes in wireless networks: bounds and scaling properties (1999) (85)
- Simulated annealing and Tabu search in the long run: A comparison on QAP tasks☆ (1994) (83)
- PILGRIM: A location broker and mobility-aware recommendation system (2003) (80)
- Neural network models for intelligent networks : deriving the location from signal patterns (2002) (80)
- Performance Analysis of an Enhanced IEEE 802.11 Distributed Coordination Function Supporting Service Differentiation (2003) (71)
- Computing optical flow across multiple scales: An adaptive coarse-to-fine strategy (1991) (64)
- A randomized saturation degree heuristic for channel assignment in cellular radio networks (2001) (61)
- Approximate Algorithms and Heuristics for MAX-SAT (1998) (61)
- Local search with memory: benchmarking RTS (1995) (58)
- A Multistart Randomized Greedy Algorithm for Traffic Grooming on Mesh Logical Topologies (2002) (53)
- Supporting service differentiation with enhancements of the IEEE 802.11 MAC protocol: Models and analysis (2007) (52)
- Wireless LANs: From WarChalking to Open Access Networks (2005) (51)
- Optimal Wireless Access Point Placement for Location-Dependent Services (2003) (50)
- Reactive Search Optimization: Learning While Optimizing (2018) (44)
- Active Learning of Pareto Fronts (2014) (40)
- Learning with first, second, and no derivatives: A case study in high energy physics (1994) (39)
- Reactive Search, a history-based heuristic for MAX-SAT (1996) (39)
- Analysis of the IEEE 802.11 DCF with Service Differentiation Support in Non-saturation Conditions (2004) (34)
- Learning and Intelligent Optimization (2017) (32)
- Differential greedy for the 0-1 equicut problem (1997) (31)
- TOTEM: A HIGHLY PARALLEL CHIP FOR TRIGGERING APPLICATIONS WITH INDUCTIVE LEARNING BASED ON THE REACTIVE TABU SEARCH (1995) (28)
- Price-based Congestion-Control in Wi-Fi Hot Spots (2003) (27)
- Feature Selection Based on the Neighborhood Entropy (2018) (27)
- R-EVO: A Reactive Evolutionary Algorithm for the Maximum Clique Problem (2011) (26)
- Cellular Channel Assignment: A New Localized and Distributed Strategy (2001) (26)
- Global growth of open access networks: from warchalking and connection sharing to sustainable business (2003) (24)
- Achieving Optimal Performance by Using the IEEE 802.11 MAC Protocol With Service Differentiation Enhancements (2007) (24)
- Reactive Search for Traffic Grooming in WDM Networks (2001) (24)
- Wireless On-Demand Network Systems (2004) (21)
- Performance analysis of a service-dependent handoff scheme in voice/data integrated cellular mobile systems (2006) (21)
- "May I borrow your filter?" Exchanging filters to combat spam in a community (2006) (21)
- A Location-Dependent Recommender System for the Web (2002) (20)
- Dynamic Self-management of Autonomic Systems: The Reputation, Quality and Credibility (RQC) Scheme (2004) (20)
- Reputation management: experiments on the robustness of ROCQ (2005) (18)
- Brain-Computer Evolutionary Multi-Objective Optimization ( BC-EMO ) : a genetic algorithm adapting to the decision maker (2009) (17)
- A Memory-Based RASH Optimizer (2006) (16)
- Load Balancing in WDM Networks through Adaptive Routing Table Changes (2002) (15)
- TOTEM: a digital processor for neural networks and Reactive Tabu Search (1994) (15)
- Reactive and dynamic local search for max-clique: Engineering effective building blocks (2010) (15)
- A load balancing scheme for congestion control in MPLS networks (2003) (15)
- Active Learning of Combinatorial Features for Interactive Optimization (2011) (15)
- Solving MAX-SAT with non-oblivious functions and history-based heuristics (1996) (14)
- Dynamic Load Balancing in WDM Networks (2002) (14)
- Achieving optimal performance in IEEE 802.11 wireless LANs with the combination of link adaptation and adaptive backoff (2007) (14)
- A Simple yet Efficient Multiobjective Combinatorial Optimization Method Using Decomposition and Pareto Local Search (2012) (14)
- An Algorithm Portfolio for the Sub-graph Isomorphism Problem (2007) (14)
- Quality of service in IP over WDM: considering both service differentiation and transmission quality (2004) (14)
- Grapheur: A Software Architecture for Reactive and Interactive Optimization (2010) (14)
- Identifying Intrusions in Computer Networks based on Principal Component Analysis (2005) (14)
- An Investigation of Reinforcement Learning for Reactive Search Optimization (2012) (13)
- Multiobjective Combinatorial Optimization by Using Decomposition and Ant Colony (2012) (13)
- An adaptive multi-scale approach for estimating optical flow: computational theory and physiological implementation (1991) (12)
- Reactive Local Search for Maximum Clique (1997) (11)
- An efficient weak secrecy scheme for network coding data dissemination in VANET (2008) (11)
- Zero-mass normal modes in linearized Poincaré gauge theories (1985) (10)
- RASH: A Self-adaptive Random Search Method (2008) (10)
- A flexible cluster-oriented alternative clustering algorithm for choosing from the Pareto front of solutions (2013) (10)
- Learning While Optimizing an Unknown Fitness Surface (2008) (9)
- Reducing the number of hops between communication peers in a Bluetooth scatternet (2004) (9)
- The Reputation, Opinion, Credibility and Quality (ROCQ) Scheme (2004) (9)
- Achieving Maximum Throughput and Service Differentiation by Enhancing the IEEE 802.11 MAC Protocol (2004) (9)
- Learning and Intelligent Optimization (LION): One Ring to Rule Them All (2013) (8)
- Assigning Codes in Wireless Networks (1999) (8)
- A Seed-Growth Heuristic for Graph Bisection (2005) (8)
- Distributed Code Assignment in Multihop Radio Networks: Object-Oriented Software Simulations (2000) (8)
- Handling concept drift in preference learning for interactive decision making (2010) (7)
- Reactive Search (2007) (7)
- Learning to diversify in complex interactive Multiobjective O ptimization (2013) (7)
- Do not be afraid of local minima: affine shaker and particle swarm (2005) (7)
- Salary Prediction in the IT Job Market with Few High-Dimensional Samples: A Spanish Case Study (2018) (7)
- Reactive local search for maximum clique: A new implementation (2007) (7)
- Combining intelligent heuristics with simulators in hotel revenue management (2019) (7)
- Social Networking and Game Theory to foster Cooperation (2007) (7)
- Learning Modulo Theories for preference elicitation in hybrid domains (2015) (6)
- Reactive Search: Machine Learning for Memory-Based Heuristics (2005) (6)
- A Cluster-Oriented Genetic Algorithm for Alternative Clustering (2012) (6)
- Reactive Local Search Techniques for the Maximum k-conjunctive Constraint Satisfaction Problem (MAX-k-CCSP) (1999) (6)
- A Repeated Local Search Algorithm for BiClustering of Gene Expression Data (2013) (6)
- WILMA: An Open Lab for 802.11 HotSpots: Extended abstract (2003) (5)
- Surface Reconstruction and Discontinuity Detection: A Fast Hierarchical Approach on a Two-Dimensional Mesh (1990) (5)
- Randomized greedy algorithms for the hypergraph partitioning problem (1997) (5)
- Weak data secrecy via obfuscation in network coding based content distribution (2008) (5)
- Discovering Non-redundant Overlapping Biclusters on Gene Expression Data (2013) (5)
- A reactive self-tuning scheme for multilevel graph partitioning (2018) (5)
- GOSH! Gossiping Optimization Search Heuristics (2007) (5)
- Reactive and dynamic local search for Max-Clique, does the complexity pay off? (2006) (4)
- Collective steropsis on the hypercube (1989) (4)
- WikiRep: Digital Reputation in Virtual Communities (2005) (4)
- Partially persistent dynamic sets for history-sensitive heuristics (1999) (4)
- Stochastic Local Search for direct training of threshold networks (2015) (4)
- Reinforcement Learning and Reactive Search: an adaptive MAX-SAT solver (2008) (4)
- Internet Wireless Access: 802.11 and Beyond (2006) (4)
- A Reactive Scheme for Traffic Engineering in MPLS Networks (2002) (4)
- Machine learning methods for parameter tuning in heuristics (2006) (3)
- Learning and Intelligent Optimization, Second International Conference, LION 2007, Trento, Italy, December 8-12, 2007. Selected Papers (2008) (3)
- An On/Off Lattice Approach to Protein Structure Prediction from Contact Maps (2010) (3)
- Reputation Lending for Virtual Communities (2006) (3)
- A Survey of Semi-Supervised Clustering Algorithms: from a priori scheme to interactive scheme and open issues (2013) (3)
- Evolutionary Multiobjective Optimization ( BC-EMO ) : A Genetic Algorithm Adapting to the Decision Maker (2010) (3)
- X-MIFS: Exact Mutual Information for feature selection (2016) (3)
- Special-purpose parallel architectures for high-performance machine learning (1995) (3)
- GENOPT 2016: Design of a generalization-based challenge in global optimization (2016) (3)
- The Reactive Affine Shaker: a Building Block for Minimizing Functions of Continuous Variables (2006) (3)
- Reactive Search: Machine Learning for (2007) (3)
- A Telescopic Binary Learning Machine for Training Neural Networks (2015) (3)
- Multiscale methods, parallel computation, and neural networks for real-time computer vision (1991) (3)
- Collective Stereopsis on the Hypercube (1988) (3)
- An experimental study of estimation-based metaheuristics for the probabilistic traveling salesman problem (2007) (3)
- Cellular Channel Assignment: Comparing and Simplifying Heuristics (1997) (2)
- JMIM: A Feature Selection Technique using Joint Mutual Information Maximization Approach (2020) (2)
- Special issue on learning and intelligent optimization (2010) (2)
- RoomTetris: an optimal procedure for committing rooms to reservations in hotels (2020) (2)
- Distributed Saturation Degree Methods for Code Assignment in Multihop Radio Networks (2000) (2)
- PARALLEL LEARNING STRATEGIES ON THE EMMA-2 MULTIPROCESSOR (1991) (2)
- On partitioning of hypergraphs (2007) (2)
- Low level image segmentation with high level 'emergent properties': color based segmentation (1989) (2)
- Traffic Engineering in G-MPLS networks with QoS guarantees (2003) (2)
- CoRSO (Collaborative Reactive Search Optimization): Blending Combinatorial and Continuous Local Search (2016) (2)
- Learning and Intelligent Optimization (2018) (2)
- Extreme Reactive Portfolio (XRP): Tuning an Algorithm Population for Global Optimization (2016) (1)
- Tracking the optimal configuration of a Bluetooth scatternet (2005) (1)
- Wireless on-demand network systems : first IFIP TC6 Working Conference, WONS 2004, Madonna di Campiglio, Italy, January 21-23, 2004 : proceedings (2004) (1)
- RoomTetris in room committing: why the role of minimum-length-of-stay requirements should be revisited (2021) (1)
- Reacting on the Annealing Schedule (2009) (1)
- NEURAL NETS FOR INTELLIGENT TUTORING SYSTEMS (1991) (1)
- Reactive search for MAX-SAT: diversification-bias properties with prohibitions and penalties (2007) (1)
- HotelSimu : a Parametric Simulator for Hotel Dynamic Pricing (2018) (1)
- Using ACO in MOEA / D for Multiobjective Combinatorial Optimization (2010) (1)
- Reactive Business Intelligence: Combining the Power of Optimization with Machine Learning (2013) (1)
- Learning Modulo Theories for constructive preference elicitation (2021) (1)
- Vector Quantization with the Reactive Tabu Search (1996) (1)
- Maximum Satisfiability Problem (2009) (1)
- Reactive Sample Size for Heuristic Search in Simulation-based Optimization (2020) (1)
- Local Search Heuristics for Cost Reduction in WDM Bidirectional Rings (2001) (1)
- Guest editorial: Special issue based on the LION 4 conference (2011) (0)
- Joint Learning and Optimization of Unknown Combinatorial Utility Functions (2013) (0)
- Reacting on the Objective Function (2009) (0)
- Performance analysis of TAGUCHI for benchmark functions: Rosenbrock's and Rastrigin's (2013) (0)
- Pareto Local Search for Alternative Clustering List of authors : (2013) (0)
- Lazy Rerouting for MPLS Traffic Engineering (2003) (0)
- Method and device for regulating the position of a motor vehicle. (1998) (0)
- Penalties may have collateral effects . A MAX-SAT analysis (2008) (0)
- An Algorithm Suite for Minimizing the Number of Hops between Communication Peers in a Bluetooth Scatternet (2004) (0)
- MEDACO : Solving Multiobjective Combinatorial Optimization with Evolution , Decomposition and Ant Colonies (2010) (0)
- A flexible cluster-oriented alternative clustering algorithm for choosing from the Pareto front of solutions (2013) (0)
- A Seed-Growth (2005) (0)
- Reactive and dynamic local search for Max-Clique , an experimental comparison (2007) (0)
- A channel assignment and handoff strategy for mobile multimedia cellular communication systems with variable bandwidth support (2002) (0)
- Active learning of Pareto fronts with disconnected feasible decision and objective spaces (2013) (0)
- Interactive sparse optimization of unknown combinatorial utility functions through machine learning (2011) (0)
- Editorial noteGuest editorial Presenting the special issue on current European neurocomputing research (1996) (0)
- Proceedings of the 4th international conference on Learning and intelligent optimization (2010) (0)
- Alenex workshop preface (2005) (0)
- Radical business innovation with machine learning and intelligent optimization (2016) (0)
- WikiRep: Installation Guide and Developer's Manual (2005) (0)
- Digital Reputation for Virtual Communities (2007) (0)
- Real-time multi-scale vision on multi-computers (1991) (0)
- Reacting on the neighborhood (2009) (0)
- Preference elicitation for interactive learning of Optimization Modulo Theory problems (2011) (0)
- The continuous reactive Tabu search: Global optimization with a hybrid of combinatorial optimization and stochastic local search (1994) (0)
- Combining intelligent heuristics with simulators in hotel revenue management (2019) (0)
- Editorial (2001) (0)
- Metrics, Landscapes and Features (2009) (0)
- Chapter 22 Reactive Search Optimization : Learning While Optimizing . An Experiment in Interactive Multi-Objective Optimization (0)
- Introduction: Machine Learning for Intelligent Optimization (2009) (0)
- Pareto Local Search for Alternative Clustering (2013) (0)
- Intelligent backbone swarms for scalable, disruption tolerant wireless networking (2005) (0)
- An Adaptive Multiscale Scheme for Real-Time Motion Field Estimation (1990) (0)
- Room Tetris (2022) (0)
- Method and apparatus for controlling the position of a motor vehicle (1998) (0)
- Algorithm Portfolios and Restart Strategies (2009) (0)
- Teams of Interacting Solvers (2009) (0)
- Room Allocation (2022) (0)
- Machine learning and intelligent optimization in tourism and hospitality : “ Rocket Science ” without the need of scientists (2019) (0)
- Foreword (2001) (0)
- Special issue: Proceedings of the First Conference on Algorithms and Experiments (ALEX98) (2001) (0)
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Roberto Battiti is affiliated with the following schools:
