Davide Bacciu
TitleCited byYear
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
832014
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
382015
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
272012
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
262014
Adaptive fuzzy-valued service selection
D Bacciu, MG Buscemi, L Mkrtchyan
Proceedings of the 2010 ACM symposium on applied computing, 2467-2471, 2010
252010
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
222011
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
212017
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
212008
A fuzzy approach for negotiating quality of services
D Bacciu, A Botta, H Melgratti
International Symposium on Trustworthy Global Computing, 200-217, 2006
182006
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
172015
Efficient identification of independence networks using mutual information
D Bacciu, TA Etchells, PJG Lisboa, J Whittaker
Computational Statistics 28 (2), 621-646, 2013
172013
An experimental evaluation of reservoir computation for ambient assisted living
D Bacciu, S Chessa, C Gallicchio, A Micheli, P Barsocchi
Neural Nets and Surroundings, 41-50, 2013
172013
A general purpose distributed learning model for robotic ecologies
D Bacciu, S Chessa, C Gallicchio, A Lenzi, A Micheli, S Pelagatti
IFAC Proceedings Volumes 45 (22), 435-440, 2012
172012
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
152015
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
152012
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
122018
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
122017
An input–output hidden Markov model for tree transductions
D Bacciu, A Micheli, A Sperduti
Neurocomputing 112, 34-46, 2013
112013
Compositional generative mapping of structured data
D Bacciu, A Micheli, A Sperduti
The 2010 International Joint Conference on Neural Networks (IJCNN), 1-8, 2010
112010
Contextual graph markov model: A deep and generative approach to graph processing
D Bacciu, F Errica, A Micheli
arXiv preprint arXiv:1805.10636, 2018
102018
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Articles 1–20