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» The Predictability of Data Values
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IJCNN
2000
IEEE
15 years 7 months ago
Bi-Causal Recurrent Cascade Correlation
Recurrent neural networks fail to deal with prediction tasks which do not satisfy the causality assumption. We propose to exploit bi-causality to extend the Recurrent Cascade Corr...
Alessio Micheli, Diego Sona, Alessandro Sperduti
132
Voted
UAI
2000
15 years 4 months ago
Variational Relevance Vector Machines
The Support Vector Machine (SVM) of Vapnik [9] has become widely established as one of the leading approaches to pattern recognition and machine learning. It expresses predictions...
Christopher M. Bishop, Michael E. Tipping
ESANN
2000
15 years 4 months ago
The K.U.Leuven competition data: a challenge for advanced neural network techniques
In this paper we shortly discuss the K.U. Leuven time-series prediction competition, which has been held in the framework of the International Workshop on Advanced Black-Box Techni...
Johan A. K. Suykens, Joos Vandewalle
99
Voted
KDD
2008
ACM
174views Data Mining» more  KDD 2008»
16 years 3 months ago
Using predictive analysis to improve invoice-to-cash collection
Sai Zeng, Prem Melville, Christian A. Lang, Ioana ...
97
Voted
KDD
2007
ACM
157views Data Mining» more  KDD 2007»
16 years 3 months ago
Association analysis-based transformations for protein interaction networks: a function prediction case study
Gaurav Pandey, Michael Steinbach, Rohit Gupta, Tus...