Davide Bacciu
Davide Bacciu
Dipartimento di Informatica, UniversitÓ di Pisa
Email verificata su di.unipi.it - Home page
Titolo
Citata da
Citata da
Anno
An experimental characterization of reservoir computing in ambient assisted living applications
D Bacciu, P Barsocchi, S Chessa, C Gallicchio, A Micheli
Neural Computing and Applications 24 (6), 1451-1464, 2014
982014
A fair comparison of graph neural networks for graph classification
F Errica, M Podda, D Bacciu, A Micheli
arXiv preprint arXiv:1912.09893, 2019
692019
Internet of robotic things: converging sensing/actuating, hypoconnectivity, artificial intelligence and IoT Platforms
O Vermesan, A Br÷ring, E Tragos, M Serrano, D Bacciu, S Chessa, ...
River Publishers, 2017
572017
A gentle introduction to deep learning for graphs
D Bacciu, F Errica, A Micheli, M Podda
Neural Networks, 2020
422020
Robotic ubiquitous cognitive ecology for smart homes
G Amato, D Bacciu, M Broxvall, S Chessa, S Coleman, M Di Rocco, ...
Journal of Intelligent & Robotic Systems 80 (1), 57-81, 2015
412015
Compositional Generative Mapping for Tree-Structured Data - Part I: Bottom-Up Probabilistic Modeling of Trees
D Bacciu, A Micheli, A Sperduti
IEEE Transactions on Neural Networks and Learning Systems 23 (12), 1987 - 2002, 2012
362012
Contextual graph markov model: A deep and generative approach to graph processing
D Bacciu, F Errica, A Micheli
International Conference on Machine Learning, 294-303, 2018
342018
Learning context-aware mobile robot navigation in home environments
D Bacciu, C Gallicchio, A Micheli, M Di Rocco, A Saffiotti
IISA 2014, The 5th International Conference on Information, Intelligenceá…, 2014
312014
Adaptive fuzzy-valued service selection
D Bacciu, MG Buscemi, L Mkrtchyan
Proceedings of the 2010 ACM symposium on applied computing, 2467-2471, 2010
272010
Predicting user movements in heterogeneous indoor environments by reservoir computing
D Bacciu, C Gallicchio, A Micheli, S Chessa, P Barsocchi
Proc. of the IJCAI Workshop on Space, Time and Ambient Intelligence (STAMIá…, 2011
262011
Competitive repetition suppression (CoRe) clustering: A biologically inspired learning model with application to robust clustering
D Bacciu, A Starita
IEEE transactions on neural networks 19 (11), 1922-1941, 2008
242008
Learning from humans how to grasp: a data-driven architecture for autonomous grasping with anthropomorphic soft hands
C Della Santina, V Arapi, G Averta, F Damiani, G Fiore, A Settimi, ...
IEEE Robotics and Automation Letters 4 (2), 1533-1540, 2019
232019
Efficient identification of independence networks using mutual information
D Bacciu, TA Etchells, PJG Lisboa, J Whittaker
Computational Statistics 28 (2), 621-646, 2013
232013
A machine learning approach to estimating preterm infants survival: development of the Preterm Infants Survival Assessment (PISA) predictor
M Podda, D Bacciu, A Micheli, R Bell¨, G Placidi, L Gagliardi
Scientific reports 8 (1), 1-9, 2018
212018
A cognitive robotic ecology approach to self-configuring and evolving AAL systems
M Dragone, G Amato, D Bacciu, S Chessa, S Coleman, M Di Rocco, ...
Engineering Applications of Artificial Intelligence 45, 269-280, 2015
212015
A learning system for automatic Berg Balance Scale score estimation
D Bacciu, S Chessa, C Gallicchio, A Micheli, L Pedrelli, E Ferro, ...
Engineering Applications of Artificial Intelligence 66, 60-74, 2017
202017
An experience in using machine learning for short-term predictions in smart transportation systems
D Bacciu, A Carta, S Gnesi, L Semini
Journal of Logical and Algebraic Methods in Programming 87, 52-66, 2017
202017
Compositional generative mapping for tree-structured data—Part II: Topographic projection model
D Bacciu, A Micheli, A Sperduti
IEEE transactions on neural networks and learning systems 24 (2), 231-247, 2012
202012
Generative kernels for tree-structured data
D Bacciu, A Micheli, A Sperduti
IEEE transactions on neural networks and learning systems 29 (10), 4932-4946, 2018
192018
Smart environments and context-awareness for lifestyle management in a healthy active ageing framework
D Bacciu, S Chessa, C Gallicchio, A Micheli, E Ferro, L Fortunati, ...
Portuguese Conference on Artificial Intelligence, 54-66, 2015
182015
Il sistema al momento non pu˛ eseguire l'operazione. Riprova pi¨ tardi.
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