Items where Subject is "Computer sciences > Artificial intelligence > Machine learning"

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Number of items at this level: 31.

A

Antonucci, Alessandro and Corani, Giorgio and Bernaschina, Sandra (2012) Active learning by the naive credal classifier. In: Communications in Computer and Information Science, Advances in Computational Intelligence UNSPECIFIED, Granada (Spain).

Antonucci, Alessandro and Corani, Giorgio and Mauá, Denis Deratani and Bernaschina, Sandra (2013) An ensemble of Bayesian networks for multilabel classification. In: Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI-13).

B

Benavoli, Alessio and Corani, Giorgio and Mangili, Francesca (2016) Should we really use post-hoc tests based on mean-ranks? Journal of Machine Learning Research, 17 (5). pp. 1-10.

C

Corani, Giorgio (2005) Air quality prediction in Milan: feed-forward neural networks, pruned neural networks and lazy learning. Ecological Modelling, 185 (2-4). pp. 513-529. ISSN 0304-3800

Corani, Giorgio and Abellán, Joacquin and Masegosa, Andres and Moral, Serafin and Zaffalon, Marco (2014) Classification. In: Augustin, Thomas and Coolen, Frank and De Cooman, Gert and Troffaes, Mattias, (eds.) Introduction to Imprecise Probabilities. Wiley, pp. 261-285.

Corani, Giorgio and Antonucci, Alessandro (2014) Credal Ensembles of Classifiers. Computational Statistics & Data Analysis, 71. pp. 818-831. ISSN 0167-9473

Corani, Giorgio and Benavoli, Alessio (2010) Restricting the IDM for classification. In: Information Processing and Management of Uncertainty in Knowledge-based Systems. Theory and Methods. Communications in Computer and Information Science, 80 . Springer, Berlin / Heidelberg, pp. 328-337. ISBN 978-3-642-14054-9

Corani, Giorgio and De Campos, Cassio Polpo (2010) A tree augmented classifier based on extreme imprecise Dirichlet model. International Journal of Approximate Reasoning, 51 (9). pp. 1053-1068. ISSN 0888-613X

Corani, Giorgio and Edgar, Chris and Marshall, Isabelle and Wesnes, Keith and Zaffalon, Marco (2006) Classification of dementia types from cognitive profiles data. In: Knowledge Discovery in Databases: PKDD 2006 10th European Conference on Principle and Practice of Knowledge Discovery in Databases, 18.09.2006-22.09.2006, Berlin, Germany.

Corani, Giorgio and Giusti, Alessandro and Migliore, Davide and Schmidhuber, Juergen (2010) Robust texture recognition using credal classifiers. In: Proceedings of the British Machine Vision Conference, 31.08.2010-03.09.2010, Aberystwyth.

Corani, Giorgio and Magli, Cristina and Giusti, Alessandro and Gianaroli, Luca and Gambardella, Luca Maria (2013) A Bayesian network model for predicting pregnancy after in vitro fertilization. Computers in Biology and Medicine, 43 (11). pp. 1783-1792. ISSN 0010-4825

Corani, Giorgio and Mignatti, Andrea (2013) Credal model averaging of logistic regression for modeling the distribution of marmot burrows. In: Proceedings ISIPTA '13 (the Eighth International Symposium on Imprecise Probability: Theories and Applications). SIPTA (Society for Imprecise Probability: Theory and Applications), pp. 233-243.

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

Corani, Giorgio and Rizzoli, Andrea Emilio and Salvetti, Andrea and Zaffalon, Marco (2009) Reproducing human decisions in reservoir management: the case of lake lugano. In: Information Technologies in Environmental Engineering. Springer, Berlin / Heidelberg, pp. 252-263.

Corani, Giorgio and Zaffalon, Marco (2008) Credal model averaging: an extension of Bayesian model averaging to imprecise probabilities. In: Machine Learning and Knowledge Discovery in Databases 2008 European Conference on Machine Learning and Knowledge Discovery in Databases, 15.09.2008-19.08.2008, Antwerp, Belgium.

Corani, Giorgio and Zaffalon, Marco (2008) JNCC2: an extension of naive Bayes classifier suited for small and incomplete data sets. Environmental Modelling & Software, 23 (7). pp. 960-961. ISSN 1364-8152

Corani, Giorgio and Zaffalon, Marco (2008) JNCC2: the Java implementation of naive credal classifier 2. Journal of Machine Learning Research, 9. pp. 2695-2698. ISSN 1533-7928

Corani, Giorgio and Zaffalon, Marco (2009) Lazy naive credal classifier. In: 1st ACM SIGKDD Workshop on Knowledge Discovery From Uncertain Data, 28.06.2009-01.07.2009, Paris, France.

Corani, Giorgio and Zaffalon, Marco (2008) Learning reliable classifiers from small or incomplete data sets: the naive credal classifier 2. Journal of Machine Learning Research, 9. pp. 581-621. ISSN 1533-7928

Corani, Giorgio and Zaffalon, Marco (2008) Naive credal classifier 2: an extension of naive Bayes for delivering robust classifications. In: International Conference on Data Mining 2008 (DMIN '08), 14.07.2008-17.07.2008, USA.

D

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)

F

Feo Flushing, Eduardo and Kudelski, Michal and Nagi, Jawad and Gambardella, Luca Maria and Di Caro, Gianni (2014) Poster Abstract: Link Quality Estimation—A Case Study for On-line Supervised Learning in Wireless Sensor Networks. In: Real-World Wireless Sensor Networks 5th Workshop on Real-World Wireless Sensor Networks (REALWSN), September 19-20, 2013, Como Lake, Italy.

G

Giusti, Alessandro and Salani, Matteo and Di Caro, Gianni and Rizzoli, Andrea Emilio and Gambardella, Luca Maria (2014) Restricted neighborhood communication improves decentralized demand-side Load management. IEEE Transactions on Smart Grids, 5 (1). pp. 84-91. ISSN 1949-3053

K

Koutnik, Jan and Cuccu, Giuseppe and Schmidhuber, Juergen and Gomez, Faustino (2013) Evolving Large-Scale Neural Networks for Vision-Based Reinforcement Learning. In: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO), 6-10/07/2013, Amsterdam.

Koutnik, Jan and Cuccu, Giuseppe and Schmidhuber, Juergen and Gomez, Faustino (2013) Evolving Large-Scale Neural Networks for Vision-Based TORCS. In: Foundations of Digital Games, 14-17/05/2013, Chania, Crete.

L

Leitner, Juergen (2009) Robot Formations for Area Coverage. In: ICIRA.

Leitner, Juergen and Harding, Simon and Frank, Mikhail Alexander and Foerster, Alexander Uwe and Schmidhuber, Juergen (2012) Towards Spatial Perception: Learning to Locate Objects From Vision. In: Proceedings of the Post-Graduate Conference on Robotics and Development of Cognition.

P

Puiatti, Alessandro and Rivero, Armando and Forster, Anna and Bernaschina, Andrea and Dozio, Gian Carlo and Rizzo, Nicola and De Bitonti, Nunzio and Cavicchioli, Andrea (2014) Proxy-Care: A novel patient care tracking system with wireless sensor networks. In: Healthcare Innovation Conference (HIC), 2014 IEEE.

R

Rivola, Davide and Giusti, Alessandro and Rizzoli, Andrea Emilio and Rudel, Roman and Gambardella, Luca Maria and Salani, Matteo (2013) A decentralized approach to demand side load management: the Swiss2Grid project. In: Energieinformatik 2013, 11-12 November 2013, Wien, Austria. (In Press)

S

Srivastava, Rupesh Kumar and Masci, Jonatan and Kazerounian, Sohrob and Gomez, Faustino and Schmidhuber, Juergen (2013) Compete to compute. In: Advances in Neural Information Processing Systems Neural Information Processing Systems 2013.

Stollenga, Marijn and Pape, Leonard and Frank, Mikhail Alexander and Leitner, Juergen and Foerster, Alexander Uwe and Schmidhuber, Juergen (2013) Task-Relevant Roadmaps: A Framework for Humanoid Motion Planning. In: Intelligent Robots and Systems (IROS), 2013 IEEE/RSJ International Conference on.

This list was generated on Sat Nov 25 10:24:05 2017 CET.