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ORCIDNeurocomputing, Volume 298
Volume 298, July 2018
- Fabio Aiolli, Michael Biehl
, Luca Oneto:
Advances in artificial neural networks, machine learning and computational intelligence. 1-3 - Peter Tiño:
Asymptotic Fisher memory of randomized linear symmetric Echo State Networks. 4-8 - Davide Bacciu, Michele Colombo, Davide Morelli, David Plans:
Randomized neural networks for preference learning with physiological data. 9-20 - Luca Oneto, Francesca Cipollini, Sandro Ridella, Davide Anguita:
Randomized learning: Generalization performance of old and new theoretically grounded algorithms. 21-33
- Claudio Gallicchio, Alessio Micheli, Luca Silvestri:
Local Lyapunov exponents of deep echo state networks. 34-45 - Siamak Mehrkanoon, Johan A. K. Suykens:
Deep hybrid neural-kernel networks using random Fourier features. 46-54
- Henry W. J. Reeve, Gavin Brown:
Diversity and degrees of freedom in regression ensembles. 55-68 - Christina Göpfert, Lukas Pfannschmidt, Jan Philip Göpfert, Barbara Hammer:
Interpretation of linear classifiers by means of feature relevance bounds. 69-79
- Dhanesh Ramachandram, Michal Lisicki, Timothy J. Shields, Mohamed R. Amer, Graham W. Taylor:
Bayesian optimization on graph-structured search spaces: Optimizing deep multimodal fusion architectures. 80-89 - Dinh Tran-Van, Alessandro Sperduti, Fabrizio Costa:
The conjunctive disjunctive graph node kernel for disease gene prioritization. 90-99
- Raul Barbosa, Douglas de O. Cardoso, Diego Carvalho, Felipe M. G. França:
Weightless neuro-symbolic GPS trajectory classification. 100-108 - Emeric Tonnelier, Nicolas Baskiotis, Vincent Guigue, Patrick Gallinari:
Anomaly detection in smart card logs and distant evaluation with Twitter: a robust framework. 109-121 - Benjamin Paaßen, Alexander Schulz, Janne Hahne, Barbara Hammer:
Expectation maximization transfer learning and its application for bionic hand prostheses. 122-133 - Olli-Pekka Rinta-Koski, Simo Särkkä, Jaakko Hollmén, Markus Leskinen, Sture Andersson:
Gaussian process classification for prediction of in-hospital mortality among preterm infants. 134-141
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