Multiple Classifier Systems

[1]  Chris Carter,et al.  Multiple decision trees , 2013, UAI.

[2]  Fabio Roli,et al.  Design of effective neural network ensembles for image classification purposes , 2001, Image Vis. Comput..

[3]  Robert P. W. Duin,et al.  Is independence good for combining classifiers? , 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

[4]  Fabio Roli,et al.  Selection of Classifiers Based on Multiple Classifier Behaviour , 2000, SSPR/SPR.

[5]  Noel E. Sharkey,et al.  The "Test and Select" Approach to Ensemble Combination , 2000, Multiple Classifier Systems.

[6]  Ching Y. Suen,et al.  Multiple Classifier Combination Methodologies for Different Output Levels , 2000, Multiple Classifier Systems.

[7]  Lorenzo Bruzzone,et al.  Combination of neural and statistical algorithms for supervised classification of remote-sensing image , 2000, Pattern Recognit. Lett..

[8]  Fabio Roli,et al.  Selection of image classifiers , 2000 .

[9]  Amanda J. C. Sharkey,et al.  Combining Artificial Neural Nets: Ensemble and Modular Multi-Net Systems , 1999 .

[10]  Yoram Singer,et al.  Improved Boosting Algorithms Using Confidence-rated Predictions , 1998, COLT' 98.

[11]  Jiri Matas,et al.  On Combining Classifiers , 1998, IEEE Trans. Pattern Anal. Mach. Intell..

[12]  Fabio Roli,et al.  Adaptive Selection of Image Classifiers , 1997, ICIAP.

[13]  Ching Y. Suen,et al.  Application of majority voting to pattern recognition: an analysis of its behavior and performance , 1997, IEEE Trans. Syst. Man Cybern. Part A.

[14]  Yoav Freund,et al.  A decision-theoretic generalization of on-line learning and an application to boosting , 1997, EuroCOLT.

[15]  Robert E. Schapire,et al.  Using output codes to boost multiclass learning problems , 1997, ICML.

[16]  Yoav Freund,et al.  Boosting the margin: A new explanation for the effectiveness of voting methods , 1997, ICML.

[17]  Fabio Roli,et al.  Multisensor Image Recognition by Neural Networks with Understandable Behavior , 1996, Int. J. Pattern Recognit. Artif. Intell..

[18]  Nathan Intrator,et al.  Bootstrapping with Noise: An Effective Regularization Technique , 1996, Connect. Sci..

[19]  Kagan Tumer,et al.  Error Correlation and Error Reduction in Ensemble Classifiers , 1996, Connect. Sci..

[20]  Yoav Freund,et al.  Experiments with a New Boosting Algorithm , 1996, ICML.

[21]  William B. Yates,et al.  Engineering Multiversion Neural-Net Systems , 1996, Neural Computation.

[22]  Paul W. Munro,et al.  Improving Committee Diagnosis with Resampling Techniques , 1995, NIPS.

[23]  Thomas G. Dietterich,et al.  Solving Multiclass Learning Problems via Error-Correcting Output Codes , 1994, J. Artif. Intell. Res..

[24]  Roberto Battiti,et al.  Democracy in neural nets: Voting schemes for classification , 1994, Neural Networks.

[25]  R. Rivest,et al.  Original Contribution: Training a 3-node neural network is NP-complete , 1992 .

[26]  Kurt Hornik,et al.  Universal approximation of an unknown mapping and its derivatives using multilayer feedforward networks , 1990, Neural Networks.

[27]  John F. Kolen,et al.  Backpropagation is Sensitive to Initial Conditions , 1990, Complex Syst..

[28]  Ronald L. Rivest,et al.  Constructing Optimal Binary Decision Trees is NP-Complete , 1976, Inf. Process. Lett..

[29]  Thomas G. Dietterich.  An Experimental Comparison of Three Methods for Constructing Ensembles of Decision Trees: Bagging, B , 1998 .

[30]  ItalyDavid W. AhaNavy.  Extending Local Learners with Error-correcting Output Codes Extending Local Learners with Error-correcting Output Codes , 1997 .

[31]  David W. Opitz,et al.  Actively Searching for an E(cid:11)ective Neural-Network Ensemble , 1996 .

[32]  Kevin J. Cherkauer.  Human Expert-level Performance on a Scientiic Image Analysis Task by a System Using Combined Artiicial Neural Networks , 1996 .

[33]  Ching Y. Suen,et al.  A Method of Combining Multiple Experts for the Recognition of Unconstrained Handwritten Numerals , 1995, IEEE Trans. Pattern Anal. Mach. Intell..

[34]  Sargur N. Srihari,et al.  Decision Combination in Multiple Classifier Systems , 1994, IEEE Trans. Pattern Anal. Mach. Intell..