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IEICE Trans

Ildefons MAGRANS DE ABRIL

Tree-Based Ensemble Multi-Task Learning Method for Classification and Regression
Jaak SIMM Ildefons MAGRANS DE ABRIL Masashi SUGIYAMA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2014/06/01
Vol. E97-D  No. 6  pp. 1677-1681
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
machine learning, multi-task learning, tree-based methods, ensemble methods, 
 Summary | Full Text:PDF
Winning the Kaggle Algorithmic Trading Challenge with the Composition of Many Models and Feature Engineering
Ildefons MAGRANS DE ABRIL Masashi SUGIYAMA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2013/03/01
Vol. E96-D  No. 3  pp. 742-745
Type of Manuscript:  LETTER
Category: Artificial Intelligence, Data Mining
Keyword: 
Kaggle challenge, model architecture, boosting, feature selection, high frequency trading, liquidity shock, maximal information coefficient, 
 Summary | Full Text:PDF