Search Results - "Battiti, Roberto"

MOEA/D-ACO: A Multiobjective Evolutionary Algorithm Using Decomposition and AntColony by Liangjun Ke, Qingfu Zhang, Battiti, Roberto

“…Combining ant colony optimization (ACO) and the multiobjective evolutionary algorithm (EA) based on decomposition (MOEA/D), this paper proposes a…”
Get full text

Brain-Computer Evolutionary Multiobjective Optimization: A Genetic Algorithm Adapting to the Decision Maker by Battiti, Roberto, Passerini, Andrea

“…The centrality of the decision maker (DM) is widely recognized in the multiple criteria decision-making community. This translates into emphasis on seamless…”
Get full text

Statistical learning theory for location fingerprinting in wireless LANs by Brunato, Mauro, Battiti, Roberto

“…In this paper, techniques and algorithms developed in the framework of Statistical Learning Theory are applied to the problem of determining the location of a…”
Get full text

Salary Prediction in the IT Job Market with Few High-Dimensional Samples: A Spanish Case Study by Martín, Ignacio, Mariello, Andrea, Battiti, Roberto, Hernández, José Alberto

“…The explosion of the Internet has deeply affected the labour market. Identifying most rewarded and demanded items in job offers is key for recruiters and…”
Get full text

Feature Selection Based on the Neighborhood Entropy by Mariello, Andrea, Battiti, Roberto

“…In feature selection, a measure that captures nonlinear relationships between features and class is the mutual information (MI), which is based on how…”
Get full text

Supporting service differentiation with enhancements of the IEEE 802.11 MAC protocol: Models and analysis by Li, Bo, Li, JianDong, Battiti, Roberto

“…As one of the fastest growing wireless access technologies, wireless LANs must evolve to support adequate degrees of service differentiation. Unfortunately,…”
Get full text

Combining intelligent heuristics with simulators in hotel revenue management by Brunato, Mauro, Battiti, Roberto

“…Revenue Management uses data-driven modelling and optimization methods to decide what to sell, when to sell, to whom to sell, and for which price, in order to…”
Get full text

A Telescopic Binary Learning Machine for Training Neural Networks by Brunato, Mauro, Battiti, Roberto

“…This paper proposes a new algorithm based on multiscale stochastic local search with binary representation for training neural networks [binary learning…”
Get full text

A reactive self-tuning scheme for multilevel graph partitioning by Kalayci, Tahir Emre, Battiti, Roberto

“…We propose a new multilevel graph bi-partitioning approach (M-RRTS) using greedy construction and reactive-randomized tabu search (RRTS). RRTS builds upon…”
Get full text

RoomTetris in room committing: why the role of minimum-length-of-stay requirements should be revisited by Battiti, Roberto, Brunato, Mauro, Battiti, Filippo

“…Purpose This study aims to analyze how different room-committing practices affect the occupancy and profitability of hotels and it critically reviews the role…”
Get full text

Hybridization of Decomposition and Local Search for Multiobjective Optimization by Liangjun Ke, Qingfu Zhang, Battiti, Roberto

“…Combining ideas from evolutionary algorithms, decomposition approaches, and Pareto local search, this paper suggests a simple yet efficient memetic algorithm…”
Get full text

Active Learning of Pareto Fronts by Campigotto, Paolo, Passerini, Andrea, Battiti, Roberto

“…This paper introduces the active learning of Pareto fronts (ALP) algorithm, a novel approach to recover the Pareto front of a multiobjective optimization…”
Get full text

Learning Modulo Theories for constructive preference elicitation by Campigotto, Paolo, Teso, Stefano, Battiti, Roberto, Passerini, Andrea

“…This paper introduces CLEO, a novel preference elicitation algorithm capable of recommending complex configurable objects characterized by both discrete and…”
Get full text

The continuous reactive tabu search: Blending combinatorial optimization and stochastic search for global optimization by Battiti, Roberto, Tecchiolli, Giampietro

Get full text

A flexible cluster-oriented alternative clustering algorithm for choosing from the Pareto front of solutions by Truong, Duy Tin, Battiti, Roberto

“…Supervised alternative clustering is the problem of finding a set of clusterings which are of high quality and different from a given negative clustering. The…”
Get full text

RoomTetris: an optimal procedure for committing rooms to reservations in hotels by Battiti, Roberto, Brunato, Mauro, Battiti, Filippo

“…Purpose Many hotels allocate guests to specific rooms immediately after reservation. This happens because individual rooms are sold (and there is no concept of…”
Get full text

Reactive and dynamic local search for max-clique: Engineering effective building blocks by Battiti, Roberto, Mascia, Franco

“…This paper presents the results of an ongoing investigation about how different algorithmic building blocks contribute to solving the maximum clique problem…”
Get full text

Computing optical flow across multiple scales : an adaptive coarse-to-fine strategy by BATTITI, R, AMALDI, E, KOCH, C

Get full text

Brain-Computer Evolutionary Multiobjective Optimization: A Genetic Algorithm Adapting to the Decision Maker : PREFERENCE-BASED MULTIOBJECTIVE EVOLUTIONARY ALGORITHMS by BATTITI, Roberto, PASSERINI, Andrea

Get full text

Reactive and dynamic local search for max-clique: Engineering effective building blocks: Hybrid Metaheuristics by BATTITI, Roberto, MASCIA, Franco

Get full text