Effect of pruning and early stopping on performance of a boosting ensemble
Computational Statistics & Data Analysis - Nonlinear methods and data mining
On the Practice of Branching Program Boosting
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
A Simpler Analysis of the Multi-way Branching Decision Tree Boosting Algorithm
ALT '01 Proceedings of the 12th International Conference on Algorithmic Learning Theory
ALT '01 Proceedings of the 12th International Conference on Algorithmic Learning Theory
DS '99 Proceedings of the Second International Conference on Discovery Science
Top-Down Decision Tree Boosting and Its Applications
Progress in Discovery Science, Final Report of the Japanese Discovery Science Project
Top-down decision tree learning as information based boosting
Theoretical Computer Science
Boosting in the presence of noise
Proceedings of the thirty-fifth annual ACM symposium on Theory of computing
On domain-partitioning induction criteria: worst-case bounds for the worst-case based
Theoretical Computer Science
Boosting in the presence of noise
Journal of Computer and System Sciences - Special issue: Learning theory 2003
Mining optimal decision trees from itemset lattices
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
On agnostic boosting and parity learning
STOC '08 Proceedings of the fortieth annual ACM symposium on Theory of computing
Ranking the Uniformity of Interval Pairs
ECML PKDD '08 Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases - Part I
Diversity of ability and cognitive style for group decision processes
Information Sciences: an International Journal
Intrinsic Geometries in Learning
Emerging Trends in Visual Computing
Real boosting a la carte with an application to boosting oblique decision trees
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Constituent parsing by classification
Parsing '05 Proceedings of the Ninth International Workshop on Parsing Technology
A Streaming Parallel Decision Tree Algorithm
The Journal of Machine Learning Research
Learning nested halfspaces and uphill decision trees
COLT'07 Proceedings of the 20th annual conference on Learning theory
Smooth boosting using an information-based criterion
ALT'06 Proceedings of the 17th international conference on Algorithmic Learning Theory
(Agnostic) PAC learning concepts in higher-order logic
ECML'06 Proceedings of the 17th European conference on Machine Learning
ML-CIDIM: multiple layers of multiple classifier systems based on CIDIM
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part II
E-CIDIM: ensemble of CIDIM classifiers
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Boosting nearest neighbors for the efficient estimation of posteriors
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
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