Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
1 | Matteo Re, Giorgio Valentini |
An Experimental Comparison of Hierarchical Bayes and True Path Rule Ensembles for Protein Function Prediction. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Gregory Ditzler, Michael D. Muhlbaier, Robi Polikar |
Incremental Learning of New Classes in Unbalanced Datasets: Learn + + .UDNC. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Oriol Pujol |
Boosted Geometry-Based Ensembles. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Wan-Jui Lee, Robert P. W. Duin, Horst Bunke |
Selecting Structural Base Classifiers for Graph-Based Multiple Classifier Systems. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Luana Batista, Eric Granger, Robert Sabourin |
A Multi-Classifier System for Off-Line Signature Verification Based on Dissimilarity Representation. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
1 | David Windridge |
Tomographic Considerations in Ensemble Bias/Variance Decomposition. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Ahmed Salah El-Din, Neamat El Gayar |
New Feature Splitting Criteria for Co-training Using Genetic Algorithm Optimization. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Raymond S. Smith, Terry Windeatt |
Class-Separability Weighting and Bootstrapping in Error Correcting Output Code Ensembles. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Mohamed Farouk Abdel Hady, Friedhelm Schwenker |
Combining Committee-Based Semi-supervised and Active Learning and Its Application to Handwritten Digits Recognition. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Zhi-Hua Zhou, Nan Li 0019 |
Multi-information Ensemble Diversity. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Gavin Brown 0001, Ludmila I. Kuncheva |
"Good" and "Bad" Diversity in Majority Vote Ensembles. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Adam Craig Pocock, Paraskevas Yiapanis, Jeremy Singer, Mikel Luján, Gavin Brown 0001 |
Online Non-stationary Boosting. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Mahmoud Khademi, Mohammad Taghi Manzuri Shalmani, Mohammad Hadi Kiapour, Ali Akbar Kiaei |
Recognizing Combinations of Facial Action Units with Different Intensity Using a Mixture of Hidden Markov Models and Neural Network. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Alexander Tatarchuk, Eugene Urlov, Vadim Mottl, David Windridge |
A Support Kernel Machine for Supervised Selective Combining of Diverse Pattern-Recognition Modalities. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Carlo Sansone, Vincenzo Paduano, Michele Ceccarelli |
Combining 2D and 3D Features to Classify Protein Mutants in HeLa Cells. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Paulo Rodrigo Cavalin, Robert Sabourin, Ching Y. Suen |
Dynamic Selection of Ensembles of Classifiers Using Contextual Information. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Waleed M. Azmy, Amir F. Atiya, Hisham El-Shishiny |
Forecast Combination Strategies for Handling Structural Breaks for Time Series Forecasting. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Farhad Samadzadegan, Behnaz Bigdeli, Pouria Ramzi |
A Multiple Classifier System for Classification of LIDAR Remote Sensing Data Using Multi-class SVM. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Giulia Troglio, Marina Alberti, Jón Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, Einar Stefánsson |
Unsupervised Change-Detection in Retinal Images by a Multiple-Classifier Approach. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Battista Biggio, Giorgio Fumera, Fabio Roli |
Multiple Classifier Systems under Attack. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Nabiha Azizi, Nadir Farah, Mokhtar Sellami 0001, Abdel Ennaji |
Using Diversity in Classifier Set Selection for Arabic Handwritten Recognition. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Volkmar Frinken, Andreas Fischer 0002, Horst Bunke |
Combining Neural Networks to Improve Performance of Handwritten Keyword Spotting. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Gavin Brown 0001 |
Some Thoughts at the Interface of Ensemble Methods and Feature Selection. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Juan José Rodríguez, César Ignacio García-Osorio, Jesús Maudes, José-Francisco Díez-Pastor |
An Experimental Study on Ensembles of Functional Trees. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Víctor Soto, Gonzalo Martínez-Muñoz, Daniel Hernández-Lobato, Alberto Suárez 0001 |
A Double Pruning Algorithm for Classification Ensembles. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Santi Seguí, Laura Igual, Jordi Vitrià |
Weighted Bagging for Graph Based One-Class Classifiers. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Francesco Gargiulo 0001, Carlo Sansone |
SOCIAL: Self-Organizing ClassIfier ensemble for Adversarial Learning. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Neamat El Gayar, Josef Kittler, Fabio Roli (eds.) |
Multiple Classifier Systems, 9th International Workshop, MCS 2010, Cairo, Egypt, April 7-9, 2010. Proceedings |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
1 | Giorgio Valentini |
True Path Rule Hierarchical Ensembles. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Peijun Du, Guangli Li, Wei Zhang 0156, Xiaomei Wang, Hao Sun |
Consistency Measure of Multiple Classifiers for Land Cover Classification by Remote Sensing Image. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
weighted count of errors and correct results (WCEC), remote sensing, multiple classifier combination, land cover classification, consistency measure |
1 | Amber Tomas |
Constraints in Weighted Averaging. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Mohamed Farouk Abdel Hady, Friedhelm Schwenker |
Decision Templates Based RBF Network for Tree-Structured Multiple Classifier Fusion. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Jesús Maudes, Juan José Rodríguez, César Ignacio García-Osorio |
Disturbing Neighbors Ensembles for Linear SVM. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
Disturbing Neighbors, Kappa-Error Movement Diagrams, SVM, Diversity, Ensembles |
1 | Mingmin Chi, Youdong Miao, Youze Tang, Jón Atli Benediktsson, Xuanjing Huang 0001 |
Hierarchical Ensemble Support Cluster Machine. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Simon Bernard 0001, Laurent Heutte, Sébastien Adam |
Influence of Hyperparameters on Random Forest Accuracy. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
Decision Trees, Supervised Learning, Ensemble Method, Random Forests |
1 | Sergio Escalera, Oriol Pujol, Petia Radeva |
Recoding Error-Correcting Output Codes. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Michal Haindl, Stanislav Mikes, Pavel Pudil |
Unsupervised Hierarchical Weighted Multi-segmenter. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Goo Jun, Joydeep Ghosh |
Hybrid Hierarchical Classifiers for Hyperspectral Data Analysis. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Narayanan Unny Edakunni, Sethu Vijayakumar |
Efficient Online Classification Using an Ensemble of Bayesian Linear Logistic Regressors. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Kai Ming Ting, Jonathan R. Wells, Swee Chuan Tan, Shyh Wei Teng, Geoffrey I. Webb |
FaSS: Ensembles for Stable Learners. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
stable learners, Local models |
1 | David M. J. Tax, Marco Loog, Robert P. W. Duin |
Optimal Mean-Precision Classifier. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
precision-recall graph, performance evaluation, information retrieval, Pattern recognition |
1 | Ryan Elwell, Robi Polikar |
Incremental Learning of Variable Rate Concept Drift. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
nonstationary environment, Learn?+?+?.NSE, concept drift |
1 | David Windridge, Norman Poh, Vadim Mottl, Alexander Tatarchuk, Andrey Eliseyev |
Handling Multimodal Information Fusion with Missing Observations Using the Neutral Point Substitution Method. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Xavier Ceamanos, Björn Waske, Jón Atli Benediktsson, Jocelyn Chanussot, Johannes R. Sveinsson |
Ensemble Strategies for Classifying Hyperspectral Remote Sensing Data. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
classifier ensmeble, support vector machines, multiple classifier systems, hyperspectral, land cover classification |
1 | Muhammad Atif Tahir, Josef Kittler, Krystian Mikolajczyk, Fei Yan 0001 |
A Multiple Expert Approach to the Class Imbalance Problem Using Inverse Random under Sampling. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Jian-Wu Xu, Vartika Singh, Venu Govindaraju, Depankar Neogi |
A Cascade Multiple Classifier System for Document Categorization. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
Document Classification, Classifier Combination, Multiple-classifiers |
1 | Kai Ming Ting, Lian Zhu |
Boosting Support Vector Machines Successfully. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
support vector machines, Boosting, local models |
1 | Samuel Robert Reid, Gregory Z. Grudic |
Regularized Linear Models in Stacked Generalization. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Francesco Gargiulo 0001, Ludmila I. Kuncheva, Carlo Sansone |
Network Protocol Verification by a Classifier Selection Ensemble. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Melba M. Crawford, Wonkook Kim |
Manifold Learning for Multi-classifier Systems via Ensembles. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Satoshi Shirai, Mineichi Kudo, Atsuyoshi Nakamura |
Comparison of Bagging and Boosting Algorithms on Sample and Feature Weighting. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Kaspar Riesen, Horst Bunke |
Cluster Ensembles Based on Vector Space Embeddings of Graphs. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Peijun Du, Wei Zhang 0156, Hao Sun |
Multiple Classifier Combination for Hyperspectral Remote Sensing Image Classification. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
hyperspectral remote sensing, boosting, bagging, classifier ensemble, evidence theory, Multiple classifier combination |
1 | Amir Ahmad, Gavin Brown 0001 |
A Study of Random Linear Oracle Ensembles. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
Clusters, Naive Bayes, Classifier Ensemble, Subclasses |
1 | Gavin Brown 0001 |
An Information Theoretic Perspective on Multiple Classifier Systems. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Raymond S. Smith, Terry Windeatt |
The Bias Variance Trade-Off in Bootstrapped Error Correcting Output Code Ensembles. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Sergey Tulyakov, Venu Govindaraju |
Neural Network Optimization for Combinations in Identification Systems. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
identification system, biometric matchers, neural network, Classifier combination |
1 | Jón Atli Benediktsson, Josef Kittler, Fabio Roli (eds.) |
Multiple Classifier Systems, 8th International Workshop, MCS 2009, Reykjavik, Iceland, June 10-12, 2009. Proceedings |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Kai Lienemann, Thomas Plötz, Gernot A. Fink |
Stacking for Ensembles of Local Experts in Metabonomic Applications. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Wan-Jui Lee, Robert P. W. Duin |
A Labelled Graph Based Multiple Classifier System. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Chunxia Zhang 0002, Robert P. W. Duin |
An Empirical Study of a Linear Regression Combiner on Multi-class Data Sets. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
Multi-response linear regression (MLR), Trainable combiner, Decision template (DT), Fisher linear discriminant (FLD), Ensemble classifier |
1 | Alexander Tatarchuk, Valentina Sulimova, David Windridge, Vadim Mottl, Mikhail Lange |
Supervised Selective Combining Pattern Recognition Modalities and Its Application to Signature Verification by Fusing On-Line and Off-Line Kernels. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Luca Didaci, Gian Luca Marcialis, Fabio Roli |
Semi-supervised Co-update of Multiple Matchers. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Yuhua Gu, Lawrence O. Hall, Dmitry B. Goldgof |
Ant Clustering Using Ensembles of Partitions. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
Ant-based clustering, Clustering, Ensembles, Fuzzy c-means, NMF, Consensus clustering |
1 | Michael J. Procopio, W. Philip Kegelmeyer, Gregory Z. Grudic, Jane Mulligan |
Terrain Segmentation with On-Line Mixtures of Experts for Autonomous Robot Navigation. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Waleed M. Azmy, Neamat El Gayar, Amir F. Atiya, Hisham El-Shishiny |
MLP, Gaussian Processes and Negative Correlation Learning for Time Series Prediction. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
NN3 data, Wilcoxon, diversity, MLP, Gaussian Processes, Time series prediction, Negative Correlation Learning |
1 | Matteo Re, Giorgio Valentini |
Ensemble Based Data Fusion for Gene Function Prediction. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Davy Sannen, Hendrik Van Brussel |
Active Grading Ensembles for Learning Visual Quality Control from Multiple Humans. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Oriol Pujol, Eloi Puertas, Carlo Gatta |
Multi-scale Stacked Sequential Learning. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Amir Ahmad, Gavin Brown 0001 |
Random Ordinality Ensembles A Novel Ensemble Method for Multi-valued Categorical Data. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
Random Ordinality, Binary splits, Multi-way splits, Decision trees, Data fragmentation |
1 | Zhi-Hua Zhou |
When Semi-supervised Learning Meets Ensemble Learning. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Albert D. Shieh, David F. Kamm |
Ensembles of One Class Support Vector Machines. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Battista Biggio, Giorgio Fumera, Fabio Roli |
Multiple Classifier Systems for Adversarial Classification Tasks. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Nan Li 0019, Zhi-Hua Zhou |
Selective Ensemble under Regularization Framework. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Ingrid Visentini, Josef Kittler, Gian Luca Foresti |
Diversity-Based Classifier Selection for Adaptive Object Tracking. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Peijun Du, Hao Sun, Wei Zhang 0156 |
Target Identification from High Resolution Remote Sensing Image by Combining Multiple Classifiers. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
high resolution remote sensing, target identification, hierarchical classifier system, classifier selection, multiple classifier combination |
1 | Petr Somol, Jirí Grim, Pavel Pudil |
Criteria Ensembles in Feature Selection. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Matthew Prior, Terry Windeatt |
Improved Uniformity Enforcement in Stochastic Discrimination. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Marco Loog, Yan Li 0009, David M. J. Tax |
Maximum Membership Scale Selection. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Björn Waske, Jón Atli Benediktsson, Johannes R. Sveinsson |
Classifying Remote Sensing Data with Support Vector Machines and Imbalanced Training Data. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
imbalanced training data, support vector machines, bagging, land cover classification, multispectral |
1 | Manuela Zanda, Gavin Brown 0001 |
A Study of Semi-supervised Generative Ensembles. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Goo Jun, Joydeep Ghosh |
Multi-class Boosting with Class Hierarchies. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
1 | Mohammad Sadeghi 0001, Samaneh Khoshrou, Josef Kittler |
Confidence Based Gating of Colour Features for Face Authentication. |
MCS |
2007 |
DBLP DOI BibTeX RDF |
|
1 | Hubert Cecotti, Abdel Belaïd |
Hierarchical Behavior Knowledge Space. |
MCS |
2007 |
DBLP DOI BibTeX RDF |
|
1 | Manuele Bicego, Elzbieta Pekalska, Robert P. W. Duin |
Group-Induced Vector Spaces. |
MCS |
2007 |
DBLP DOI BibTeX RDF |
|
1 | Hans Ulrich Christensen, Daniel Ortiz Arroyo |
Applying Data Fusion Methods to Passage Retrieval in QAS. |
MCS |
2007 |
DBLP DOI BibTeX RDF |
Data Fusion, Passage Retrieval, Question Answering Systems |
1 | Vadim Mottl, Alexander Tatarchuk, Valentina Sulimova, Olga Krasotkina, Oleg Seredin |
Combining Pattern Recognition Modalities at the Sensor Level Via Kernel Fusion. |
MCS |
2007 |
DBLP DOI BibTeX RDF |
Kernel-based pattern recognition, combining modalities, kernel fusion, support vector machines |
1 | Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr. |
Applying Pairwise Fusion Matrix on Fusion Functions for Classifier Combination. |
MCS |
2007 |
DBLP DOI BibTeX RDF |
Fusion Function, Ensemble of Learning Machines, Pattern Recognition, Diversity, Majority Voting, Combining Classifiers, Confusion Matrix |
1 | Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr. |
A New Dynamic Ensemble Selection Method for Numeral Recognition. |
MCS |
2007 |
DBLP DOI BibTeX RDF |
Fusion Function, Ensemble of Learning Machines, Pattern Recognition, Diversity, Majority Voting, Combining Classifiers, Confusion Matrix |
1 | David Windridge, Vadim Mottl, Alexander Tatarchuk, Andrey Eliseyev |
The Neutral Point Method for Kernel-Based Combination of Disjoint Training Data in Multi-modal Pattern Recognition. |
MCS |
2007 |
DBLP DOI BibTeX RDF |
Kernel-based pattern recognition, combining modalities, kernel fusion, classifier fusion |
1 | Lawrence O. Hall, Robert E. Banfield, Kevin W. Bowyer, W. Philip Kegelmeyer |
Boosting Lite - Handling Larger Datasets and Slower Base Classifiers. |
MCS |
2007 |
DBLP DOI BibTeX RDF |
support vector machines, decision trees, boosting, classifier ensembles |
1 | Mineichi Kudo, Satoshi Shirai, Hiroshi Tenmoto |
A Combination of Sample Subsets and Feature Subsets in One-Against-Other Classifiers. |
MCS |
2007 |
DBLP DOI BibTeX RDF |
|
1 | Nitesh V. Chawla, Jared Sylvester |
Exploiting Diversity in Ensembles: Improving the Performance on Unbalanced Datasets. |
MCS |
2007 |
DBLP DOI BibTeX RDF |
|
1 | Gian Luca Marcialis, Fabio Roli |
Serial Fusion of Fingerprint and Face Matchers. |
MCS |
2007 |
DBLP DOI BibTeX RDF |
|
1 | Jonas Richiardi, Andrzej Drygajlo |
Reliability-Based Voting Schemes Using Modality-Independent Features in Multi-classifier Biometric Authentication. |
MCS |
2007 |
DBLP DOI BibTeX RDF |
|
1 | Daniel Kanevskiy, Konstantin V. Vorontsov |
Cooperative Coevolutionary Ensemble Learning. |
MCS |
2007 |
DBLP DOI BibTeX RDF |
|
1 | Michal Haindl, Josef Kittler, Fabio Roli (eds.) |
Multiple Classifier Systems, 7th International Workshop, MCS 2007, Prague, Czech Republic, May 23-25, 2007, Proceedings |
MCS |
2007 |
DBLP DOI BibTeX RDF |
|
1 | Joseph DePasquale, Robi Polikar |
Random Feature Subset Selection for Ensemble Based Classification of Data with Missing Features. |
MCS |
2007 |
DBLP DOI BibTeX RDF |
|
1 | Stefano Merler, Giuseppe Jurman, Cesare Furlanello |
Deriving the Kernel from Training Data. |
MCS |
2007 |
DBLP DOI BibTeX RDF |
|
1 | Reza Ebrahimpour, Ehsanollah Kabir, Mohammad Reza Yousefi |
View-Based Eigenspaces with Mixture of Experts for View-Independent Face Recognition. |
MCS |
2007 |
DBLP DOI BibTeX RDF |
|