A maximum entropy approach to learn Bayesian networks from incomplete data
Corani Giorgio, De Campos Cassio P.
Publications LIst - IDSIA
Publications Full List USI-SUPSI"
751-800, total: 1686
Credal model averaging for classification: Representing prior ignorance and expert opinions
Corani Giorgio, Mignatti Andrea
Variable elimination for interval-valued influence diagrams
Cabañas Rafael, Antonucci Alessandro, Cano Andrés, Gómez-Olmedo Manuel
Software support for sustainable supply chain configuration and management
Rizzoli Andrea Emilio, Montemanni R., Bettoni Andrea, Canetta Luca
On the weak index problem for game automata
Facchini Alessandro, Murlak Filip, Skrzypczak Michał
On the problem of computing the conglomerable natural extension
Miranda Enrique, Zaffalon Marco
Minimality of toric arrangements
D'Antonio Giacomo, Delucchi Emanuele
A Lasserre lower bound for the min-sum single machine scheduling problem
Kurpisz Adam, Leppänen Samuli, Mastrolilli Palmo Monaldo
New prior near-ignorance models on the simplex
Mangili Francesca, Benavoli Alessio
A prognostics approach to nuclear component degradation modeling based on Gaussian Process Regression
Baraldi Piero, Mangili Francesca, Zio Enrico
Bergman Complexes of Lattice Path Matroids
Delucchi Emanuele, Dlugosch Martin
Improved approximation algorithms for stochastic matching
Adamczyk Marek, Grandoni Fabrizio, Mukherjee Joydeep
Subcubic equivalences between graph centrality problems, APSP and diameter
Abboud Amir, Grandoni Fabrizio, Williams Virginia Vassilevska
Improved approximation algorithms for unsplittable flow on a path with time windows
Grandoni Fabrizio, Ingala Salvatore, Uniyal Sumedha
Improved purely additive fault-tolerant spanners
Bilò Davide, Grandoni Fabrizio, Gualà Luciano, Leucci Stefano, Proietti Guido
On survivable set connectivity
Chalermsook Parinya, Grandoni Fabrizio, Laekhanukit Bundit
On conflict-free multi-coloring
Bärtschi Andreas, Grandoni Fabrizio
On the hardest problem formulations for the 0/1 lasserre hierarchy
Kurpisz Adam, Leppänen Samuli, Mastrolilli Palmo Monaldo
Integrating Real and Digital Games with Data Analytics for Water Consumption Behavioral Change: A Demo
Fraternali Piero, Baroffio G., Pasini Chiara, Galli L., Micheel I., Novak Jasminko, Rizzoli Andrea Emilio
Robust classification of multivariate time series by imprecise hidden Markov models
Antonucci Alessandro, De Rosa Rocco, Giusti Alessandro, Cuzzolin Fabio
Learning Bayesian networks with thousands of variables
Scanagatta Mauro, De Campos Cassio P., Corani Giorgio, Zaffalon Marco
A combined resource of biomedical terminology and its statistics
Ellendorff Tilia, van der Lek Adrian, Furrer Lenz, Rinaldi Fabio
A prior near-ignorance Gaussian process model for nonparametric regression
Mangili Francesca
Algorithms for hidden Markov models with imprecisely specified parameters
Mauá Denis Deratani, De Campos Cassio P., Antonucci Alessandro
OntoGene web services for biomedical text mining
Rinaldi Fabio, Clematide Simon, Marques Hernani, Ellendorff Tilia, Romacker Martin, Rodriguez-Esteban Raul
Interactive Augmented Reality for understanding and analyzing multi-robot systems
Ghiringhelli Fabrizio, Guzzi Jérôme, Caro Gianni Di, Caglioti Vincenzo, Gambardella L. M., Giusti Alessandro
Human-swarm interaction using spatial gestures
Nagi Jawad, Giusti Alessandro, Gambardella L. M., Caro Gianni Di
Kinect-based people detection and tracking from small-footprint ground robots
Gritti Armando Pesenti, Tarabini Oscar, Guzzi Jérôme, Caro Gianni Di, Caglioti Vincenzo, Gambardella L. M., Giusti Alessandro
Online feature extraction for the incremental learning of gestures in human-swarm interaction
Nagi Jawad, Giusti Alessandro, Nagi Farrukh, Gambardella L. M., Caro Gianni Di
Manual guidance of humanoid robots without force sensors: Preliminary experiments with NAO
Bellaccini Marco, Lanari Leonardo, Paolillo Antonio, Vendittelli Marilena
Force-tracking impedance control for manipulators mounted on compliant bases
Roveda Loris, Vicentini Federico, Pedrocchi Nicola, Tosatti Lorenzo Molinari
Column Generation in Integer Linear Programming
Loiseau Irène, Ceselli Alberto, Maculan Nelson, Salani Matteo
The Swiss2Grid Project - Evaluation of a Decentralized Household Load Management System with Limited Communication Requirements
Rivola Davide, Giusti Alessandro, Medici Vasco, Salani Matteo, Rizzoli Andrea Emilio, Rudel Roman, Gambardella Luca Maria
Probabilistic graphical models
Antonucci Alessandro, De Campos Cassio P., Zaffalon Marco
Ultracold fermions in a one-dimensional bipartite optical lattice: Metal-insulator transitions driven by shaking
Di Liberto M., Malpetti Daniele, Japaridze G. I., Morais Smith C.
Classification
Corani Giorgio, Abellán Joaquín, Masegosa Andrés, Moral Serafin, Zaffalon Marco
A comparison of algorithms and humans for mitosis detection
Giusti Alessandro, Caccia Claudio, Ciresan Dan C., Schmidhuber Jurgen, Gambardella L. M.
Experiment design for parameter estimation in nonlinear systems based on multilevel excitation
Forgione Marco, Bombois Xavier, Van Den Hof P. M.J., Hjalmarsson H.
Optimal experiment design in closed loop with unknown, nonlinear and implicit controllers using stealth identification
Potters M. G., Bombois Xavier, Forgione Marco, Moden P. E., Lundh M., Hjalmarsson H., Van Den Hof P. M.J.
Homology and Molecular Dynamics Models of Toll-Like Receptor 7 Protein and Its Dimerization
Tseng Chih-Yuan, Gajewski Melissa, Danani Andrea, Tuszynski Jack
Deep Learning in Neural Networks: An Overview
Schmidhuber Juergen
Credal ensembles of classifiers
Corani Giorgio, Antonucci Alessandro
An integrated airline scheduling, fleeting, and pricing model for a monopolized market
Atasoy Bilge, Salani Matteo, Bierlaire Michel
Learning symmetric face pose models online using locally weighted projectron regression
Nagi Jawad, Caro Gianni Di, Giusti Alessandro, Gambardella L. M.
Learning symmetric face pose models online using locally weighted projectron regression
Nagi Jawad, Caro Gianni Di, Giusti Alessandro, Gambardella L. M.
Collaborative Missions with Heterogeneous Teams: Mathematical Model and Solution Approach
Feo Flushing Eduardo, Gambardella Luca Maria, Di Caro Gianni
Curiosity driven reinforcement learning for motion planning on humanoids
Frank Mikhail Alexander, Leitner Juergen, Stollenga Marijn, Foerster Alexander Uwe, Schmidhuber Juergen
Combined EPR and Molecular Modeling Study of PPI Dendrimers Interacting with Copper Ions: Effect of Generation and Maltose Decoration
Furlan Sara, La Penna Giovanni, Appelhans Dietmar, Cangiotti Michela, Ottaviani Maria Francesca, Danani Andrea
A Bayesian Wilcoxon signed-rank test based on the dirichlet process
Benavoli A., Mangili Francesca, Corani Giorgio, Zaffalon Marco, Ruggeri Fabrizio
Introductory remarks
Rinaldi Fabio, Bodenreider Olivier, Oliveira José Luis