 | Up a level |
Adamczyk, Marek and Grandoni, Fabrizio and Mukherjee, Joydeep (2015) Improved Approximation Algorithms for Stochastic Matching. In: Algorithms - ESA 2015 UNSPECIFIED.
Antonucci, Alessandro and De Campos, Cassio Polpo and Huber, David and Zaffalon, Marco (2015) Approximate credal network updating by linear programming with applications to decision making. International Journal of Approximate Reasoning, 58. 25 - 38. ISSN 0888-613X
Azzimonti, Laura and Sangalli, Laura Maria and Secchi, Piercesare and Domanin, Maurizio and Nobile, Fabio (2015) Blood flow velocity field estimation via spatial regression with PDE penalization. Journal of the American Statistical Association, Theory and Methods Section, 110 (511). pp. 1057-1071.
Benavoli, Alessio and Corani, Giorgio and Mangili, Francesca and Zaffalon, Marco (2015) A Bayesian nonparametric procedure for comparing algorithms. In: Proceedings of the 32th International Conference on Machine Learning (ICML 2015) 32th International Conference on Machine Learning (ICML 2015), 06.07.2015-11.07.2015, Lille, France.
Benavoli, Alessio and Mangili, Francesca and Ruggeri, Fabrizio and Zaffalon, Marco (2015) Imprecise Dirichlet process with application to the hypothesis test on the probability that X≤Y. Journal of Statistical Theory and Practice, 9. pp. 658-684.
Benedetti, Bruno and Delucchi, Emanuele and Moci, Luca (2015) Combinatorial Methods in Topology and Algebra. Springer-Verlag.
Bilo, Davide and Grandoni, Fabrizio and Guala, Luciano and Leucci, Stefano and Proietti, Guido (2015) Improved Purely Additive Fault-Tolerant Spanners. In: Algorithms - ESA 2015 - 23rd Annual European Symposium, Patras, Greece, September 14-16, 2015, Proceedings.
Bärtschi, Andreas and Grandoni, Fabrizio (2015) On Conflict-Free Multi-coloring. In: Algorithms and Data Structures UNSPECIFIED.
Cominola, Andrea and Giuliani, Matteo and Piga, Dario and Castelletti, Andrea and Rizzoli, Andrea Emilio (2015) Benefits and challenges of using smart meters for advancing residential water demand modeling and management: A review. Environmental Modelling & Software, 72 (2015). pp. 198-214. ISSN 1364-8152
Cominola, Andrea and Giuliani, Matteo and Piga, Dario and Castelletti, Andrea and Rizzoli, Andrea Emilio and Anda, Martin (2015) Modelling Residential Water Consumers ' Behaviors By Feature Selection and Feature Weighting. In: E-proceedings of the 36th IAHR World Congress The 36th IAHR World Congress.
Corani, Giorgio and Benavoli, Alessio (2015) A Bayesian approach for comparing cross-validated algorithms on multiple data sets. Machine Learning, 100 (2). pp. 285-304.
Corani, Giorgio and Benavoli, Alessio (2015) Bayesian comparison of two cross-validated algorithms on multiple data sets. Technical Report UNSPECIFIED
Corani, Giorgio and Benavoli, Alessio and Mangili, Francesca and Zaffalon, Marco (2015) Bayesian hypothesis testing in machine learning. In: Proc. ECML PKDD 2015 (European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases) European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015, 07.09.2015-11.09.2015, Porto, Portugal.
Corani, Giorgio and Mignatti, Andrea (2015) Robust Bayesian model averaging for the analysis of presence–absence data. Environmental and Ecological Statistics, 22 (3). pp. 513-534. ISSN 1352-8505
D'Antonio, Giacomo and Delucchi, Emanuele (2015) Minimality of toric arrangements. Journal of the European Mathematical Society, 17 (3). pp. 483-521. ISSN 1435-9855
De Campos, Cassio Polpo and Corani, Giorgio and Scanagatta, Mauro and Cuccu, Marco and Zaffalon, Marco (2015) Learning extended tree augmented naive structures. International Journal of Approximate Reasoning.. (In Press)
Delucchi, Emanuele and Dlugosch, Martin (2015) Bergman Complexes of Lattice Path Matroids. SIAM Journal on Discrete Mathematics, 29 (4). pp. 1916-1930. ISSN 0895-4801
Facchini, Alessandro and Hirai, Yoichi and Marx, Maarten and Sherkhonov, Evgeny (2015) Containment for Conditional Tree Patterns. Logical Methods in Computer Science, 11 (2).
Facchini, Alessandro and Murlak, Filip and Skrzypczak, Michal (2015) On the Weak Index Problem for Game Automata. In: Logic, Language, Information, and Computation WOLLIC 2015, Bloomington, Indiana.
Giusti, Alessandro and Guzzi, Jerome and Dan, Ciresan and Fang-Lin, He and Juan, Rodriguez and Flavio, Fontana and Matthias, Faessler and Christian, Forster and Juergen, Schmidhuber and Di Caro, Gianni and Davide, Scaramuzza and Gambardella, Luca (2015) A machine learning approach to visual perception of forest trails for mobile robots. IEEE Robotics and Automation Letters, 1 (2). pp. 661-667.
Grandoni, Fabrizio and Ingala, Salvatore and Uniyal, Sumedha (2015) Improved Approximation Algorithms for Unsplittable Flow on a Path with Time Windows. In: Approximation and Online Algorithms - 13th International Workshop, WAOA 2015, Patras, Greece, September 17-18, 2015. Revised Selected Papers.
Grandoni, Fabrizio and Kociumaka, Tomasz and Wlodarczyk, Michal (2015) An LP-rounding 2\(\surd\)2-approximation for restricted maximum acyclic subgraph. Inf. Process. Lett., 115 (2). pp. 182-185.
Mangili, Francesca (2015) A prior near-ignorance Gaussian Process model for nonparametric regression. In: ISIPTA '15: Proceedings of the Ninth International Symposium on Imprecise Probability: Theories and Applications.
Mangili, Francesca and Benavoli, Alessio and De Campos, Cassio Polpo and Zaffalon, Marco (2015) Reliable survival analysis based on the Dirichlet Process. Biometrical Journal, 57 (6). pp. 1002-1019.
Mangili, Francesca and Benavoli, Alessio (2015) New prior near-ignorance models on the simplex. International Journal of Approximate Reasoning, 56 (Part B). pp. 278-306.
Papapanagiotou, Vassilis and Jamal, Jafar Mohammad Jehad A R and Montemanni, Roberto and Shobaki, Ghassan and Gambardella, Luca Maria (2015) A comparison of two exact algorithms for the sequential ordering problem. Technical Report UNSPECIFIED
Rizzoli, Andrea Emilio and Montemanni, Roberto and Bettoni, Andrea and Canetta, Luca (2015) Software Support for Sustainable Supply Chain Configuration and Management. In: Hilty, Lorenz M. and Aebischer, Bernard, (eds.) ICT Innovations for Sustainability. Springer, pp. 271-283. ISBN 978-3-319-09227-0
Scanagatta, Mauro and De Campos, Cassio Polpo and Corani, Giorgio and Zaffalon, Marco (2015) Learning Bayesian networks with thousands of variables. In: NIPS 2015: Advances in Neural Information Processing Systems 28, 07.12.2015-12.12.2015, Montréal, Canada.