Who Cited It

Ensemble based systems in decision making

2006 · IEEE Circuits and Systems Magazine · 2,965 citations · 3 from inside this corpus

Robi Polikar

The source holds an abstract for this work, but its best open-access copy is under no open licence, which does not permit us to republish the text. Read it at the source below.

Ensemble based systems in decision making (2006)Ensemble based systems in dec…Random Forests (2001)Random ForestsBagging Predictors (1996)Bagging PredictorsBagging predictors (1996)Bagging predictorsNo free lunch theorems for optimization (1997)No free lunch theorems for op…A Mathematical Theory of Evidence (1976)A Mathematical Theory of Evid…Ensemble Methods in Machine Learning (2000)Ensemble Methods in Machine L…Stacked generalization (1992)Stacked generalizationLecture Notes in Artificial Intelligence (1999)Lecture Notes in Artificial I…The random subspace method for constructing decision forests (1998)The random subspace method fo…Upper and Lower Probabilities Induced by a Multivalued Mapping (1967)Upper and Lower Probabilities…Upper and Lower Probabilities Induced by a Multivalued Mapping (2008)Upper and Lower Probabilities…On combining classifiers (1998)On combining classifiersAdaptive Mixtures of Local Experts (1991)Adaptive Mixtures of Local Ex…Neural network ensembles (1990)Neural network ensemblesPattern Classification (2001)Pattern ClassificationThe Strength of Weak Learnability (1990)The Strength of Weak Learnabi…An Experimental Comparison of Three Methods for Constructing Ensembles of Decision Trees:… (2000)An Experimental Comparison of…Solving Multiclass Learning Problems via Error-Correcting Output Codes (1995)Solving Multiclass Learning P…Hierarchical Mixtures of Experts and the EM Algorithm (1994)Hierarchical Mixtures of Expe…An Empirical Comparison of Voting Classification Algorithms: Bagging, Boosting, and Varia… (1999)An Empirical Comparison of Vo…The strength of weak learnability (1990)The strength of weak learnabi…Catastrophic forgetting in connectionist networks (1999)Catastrophic forgetting in co…Boosting the margin: a new explanation for the effectiveness of voting methods (1998)Boosting the margin: a new ex…Measures of Diversity in Classifier Ensembles and Their Relationship with the Ensemble Ac… (2003)Measures of Diversity in Clas…The Weighted Majority Algorithm (1994)The Weighted Majority Algorit…Decision combination in multiple classifier systems (1994)Decision combination in multi…Ensemble learning: A survey (2018)A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Ba… (2011)A Review on Ensembles for the…An insight into classification with imbalanced data: Empirical results and current trends… (2013)An insight into classificatio…
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What this paper cites, inside the corpus

PaperYearCited
Random Forests2001131,109
Bagging Predictors199617,191
Bagging predictors199616,468
No free lunch theorems for optimization199714,234
A Mathematical Theory of Evidence19768,967
Ensemble Methods in Machine Learning20008,058
Stacked generalization19927,777
Lecture Notes in Artificial Intelligence19997,440
The random subspace method for constructing decision forests19986,904
Upper and Lower Probabilities Induced by a Multivalued Mapping19676,050
Upper and Lower Probabilities Induced by a Multivalued Mapping20085,349
On combining classifiers19985,302
Adaptive Mixtures of Local Experts19915,234
Neural network ensembles19904,288
Pattern Classification20013,744
The Strength of Weak Learnability19903,344
An Experimental Comparison of Three Methods for Constructing Ensembles of Decision Trees:…20002,962
Solving Multiclass Learning Problems via Error-Correcting Output Codes19952,729
Hierarchical Mixtures of Experts and the EM Algorithm19942,684
An Empirical Comparison of Voting Classification Algorithms: Bagging, Boosting, and Varia…19992,656
The strength of weak learnability19902,477
Catastrophic forgetting in connectionist networks19992,358
Boosting the margin: a new explanation for the effectiveness of voting methods19982,344
Measures of Diversity in Classifier Ensembles and Their Relationship with the Ensemble Ac…20032,321
The Weighted Majority Algorithm19942,034
Decision combination in multiple classifier systems19941,515

What cites it, inside the corpus

PaperYearCited
Ensemble learning: A survey20183,088
A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Ba…20112,834
An insight into classification with imbalanced data: Empirical results and current trends…20131,602

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Topics

Data Stream Mining TechniquesComputer Science
Machine Learning and Data ClassificationComputer Science
Neural Networks and ApplicationsComputer Science

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  • supports1 author record(s) attached.
  • supports101 reference(s) recorded.
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