jjrodriguez's ensemble [110 articles] Export Sort

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	Managing Diversity in Regression Ensembles [My Copy] Journal of Machine Learning Research, Vol. 6 (September 2005), pp. 1621-1650. by Gavin Brown, Jeremy L. Wyatt, Peter Tiňo posted to regression ensemble by jjrodriguez on 2009-12-08 17:45:39 as
	Designing Kernel Scheme for Classifiers Fusion [My Copy] International Journal of Computer Science and Information Security, IJCSIS, Vol. 6 (5 November 2009), pp. 239-248. by Mehdi S. Haghighi, Hadi S. Yazdi, Abedin Vahedian, Hamed Modaghegh posted to kernel_methods invref ensemble by jjrodriguez on 2009-12-08 12:37:55 as along with 1 person eieio
	Regularized Negative Correlation Learning for Neural Network Ensembles [My Copy] In Neural Networks, IEEE Transactions on, Vol. 20, No. 12. (17 November 2009), pp. 1962-1979. by H. Chen, X. Yao posted to neural_network negative_correlation ensemble by jjrodriguez on 2009-12-08 10:25:35 as
	Boosting Methods for Regression [My Copy] Machine Learning In Machine Learning, Vol. 47, No. 2. (1 May 2002), pp. 153-200. by Nigel Duffy, David Helmbold posted to regression ensemble by jjrodriguez on 2009-12-06 17:45:07 as along with 1 person zebehn
	Improving nonparametric regression methods by bagging and boosting [My Copy] Computational Statistics & Data Analysis, Vol. 38, No. 4. (28 February 2002), pp. 407-420. by Simone Borra, Agostino Di Ciaccio posted to regression ensemble by jjrodriguez on 2009-12-06 17:33:55 as
	A hybrid approach for efficient ensembles [My Copy] Decision Support Systems (17 June 2009) by Dan Zhu posted to stacking ensemble by jjrodriguez on 2009-11-21 10:08:11 as
	A weighted combination of stacking and dynamic integration [My Copy] Pattern Recognition, Vol. 40, No. 4. (April 2007), pp. 1385-1388. by N. Rooney, D. Patterson posted to stacking ensemble by jjrodriguez on 2009-11-20 17:42:43 as
	Forests of Nested Dichotomies [My Copy] Pattern Recognition Letters (19 September 2009) by Juan J. Rodríguez, César García-Osorio, Jesús Maudes posted to multiclass ensemble by jjrodriguez on 2009-11-19 15:34:34 as
	Local within-class accuracies for weighting individual outputs in multiple classifier systems [My Copy] Pattern Recognition Letters (18 September 2009) by Shiliang Sun posted to random_subspace ensemble distance by jjrodriguez on 2009-11-18 11:51:30 as
	Subspace ensembles for classification [My Copy] Physica A: Statistical Mechanics and its Applications, Vol. 385, No. 1. (01 November 2007), pp. 199-207. by S. Sun, C. Zhang posted to ensemble by jjrodriguez on 2009-11-07 10:00:10 as
	Feature-Weighted Linear Stacking [My Copy] (4 Nov 2009) by Joseph Sill, Gabor Takacs, Lester Mackey, David Lin posted to stacking ensemble by jjrodriguez on 2009-11-04 10:36:27 as
	Random Forest for Gene Expression Based Cancer Classification: Overlooked Issues [My Copy] Pattern Recognition and Image Analysis (2007), pp. 483-490. by Oleg Okun, Helen Priisalu posted to random_forest feature_weighting ensemble dataset_complexity bioinformatics by jjrodriguez on 2009-11-02 11:06:28 as
	Dataset complexity can help to generate accurate ensembles of k-nearest neighbors [My Copy] Neural Networks, 2008. IJCNN 2008. (IEEE World Congress on Computational Intelligence). IEEE International Joint Conference on (26 September 2008), pp. 450-457. by O. Okun, G. Valentini posted to nearest_neighbor ensemble dataset_complexity bioinformatics by jjrodriguez on 2009-11-02 11:03:26 as
	Local rotation forest of decision stumps for regression problems [My Copy] Computer Science and Information Technology, 2009. ICCSIT 2009. 2nd IEEE International Conference on (11 September 2009), pp. 170-174. by S. B. Kotsiantis, P. E. Pintelas posted to regression invref ensemble by jjrodriguez on 2009-10-30 13:02:57 as
	A survey of distributed classification based ensemble data mining methods [My Copy] Journal of Applied Sciences, Vol. 9, No. 20. (2009), pp. 3739-3745. by D. Mokeddem, H. Belbachir posted to invref ensemble by jjrodriguez on 2009-10-30 12:51:33 as
	Learning Ensembles from Bites: A Scalable and Accurate Approach [My Copy] Journal of Machine Learning Research, Vol. 5 (April 2004), pp. 421-451. by Nitesh V. Chawla, Lawrence O. Hall, Kevin W. Bowyer, W. Philip Kegelmeyer posted to ensemble boosting bagging by jjrodriguez on 2009-10-01 11:35:15 as
	COARSE-TO-FINE CLASSIFIER ENSEMBLE SELECTION USING CLUSTERING AND GENETIC ALGORITHMS [My Copy] INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, Vol. 23, No. 6. (2009) by Young W. Kim, Il S. Oh posted to invref ensemble clustering by jjrodriguez on 2009-09-25 11:01:09 as
	New ensemble methods for evolving data streams [My Copy] In KDD '09: Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining (2009), pp. 139-148. by Albert Bifet, Geoff Holmes, Bernhard Pfahringer, Richard Kirkby, Ricard Gavaldà posted to online ensemble concept_drift by jjrodriguez on 2009-09-23 11:25:47 as along with 2 people imrchen nliu82
	Spectrum of Variable-Random Trees [My Copy] Journal of Artificial Intelligence Research (2008), pp. 355-384. by F. T. Liu, K. M. Ting, Y. Yu, Z. H. Zhou posted to random_forest ensemble by jjrodriguez on 2009-09-22 11:32:21 as
	A Study of Random Linear Oracle Ensembles [My Copy] Multiple Classifier Systems In Multiple Classifier Systems (2009), pp. 488-497. by Amir Ahmad, Gavin Brown posted to invref ensemble by jjrodriguez on 2009-09-11 10:42:22 as
	Diversity-Based Classifier Selection for Adaptive Object Tracking [My Copy] Multiple Classifier Systems In Multiple Classifier Systems (2009), pp. 438-447. by Ingrid Visentini, Josef Kittler, Gian Foresti posted to invref image ensemble diversity by jjrodriguez on 2009-09-11 10:01:23 as
	Random Projection Ensemble Classifiers [My Copy] Enterprise Information Systems In Enterprise Information Systems 11th International Conference Proceedings (2009), pp. 309-316. by Alon Schclar, Lior Rokach posted to invref ensemble by jjrodriguez on 2009-09-08 12:36:56 as
	Proteomic mass spectra classification using decision tree based ensemble methods [My Copy] Bioinformatics, Vol. 21, No. 14. (15 July 2005), pp. 3138-3145. by Pierre Geurts, Marianne Fillet, Dominique de Seny, et al.Marie-Alice Meuwis, Michel Malaise, Marie-Paule Merville, Louis Wehenkel posted to ensemble decision_tree bioinformatics by jjrodriguez on 2009-09-03 12:26:10 as along with 1 person lp2
	Consensus group stable feature selection [My Copy] In KDD '09: Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining (2009), pp. 567-576. by Steven Loscalzo, Lei Yu, Chris Ding posted to feature_selection ensemble by jjrodriguez on 2009-09-02 16:02:41 as along with 1 person gabriprat
	Robust Feature Selection Using Ensemble Feature Selection Techniques [My Copy] In ECML PKDD '08: Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II (2008), pp. 313-325. by Yvan Saeys, Thomas Abeel, Yves Peer posted to feature_selection ensemble by jjrodriguez on 2009-09-02 15:55:19 as along with 2 people and 1 group sona gabriprat Random Subspace Method
	Classifier Chains for Multi-label Classification [My Copy] In ECML PKDD 2009 (2009) by Jesse Read, Bernhard Pfahringer, Geoffrey Holmes, Eibe Frank posted to multilabel multiclass ensemble by jjrodriguez on 2009-09-02 15:31:07 as
	Decision Tree Ensemble: Small Heterogeneous Is Better Than Large Homogeneous [My Copy] Machine Learning and Applications, 2008. ICMLA '08. Seventh International Conference on In Machine Learning and Applications, 2008. ICMLA '08. Seventh International Conference on (2008), pp. 900-905. by M. Gashler, C. Giraud-Carrier, T. Martinez posted to random_forest ensemble decision_tree by jjrodriguez on 2009-09-02 09:40:32 as
	On the Effectiveness of Diversity When Training Multiple Classifier Systems [My Copy] Symbolic and Quantitative Approaches to Reasoning with Uncertainty In Symbolic and Quantitative Approaches to Reasoning with Uncertainty (2009), pp. 493-504. by David Gacquer, Véronique Delcroix, François Delmotte, Sylvain Piechowiak posted to invref evolutionary ensemble_selection ensemble by jjrodriguez on 2009-08-19 13:46:18 as
	Feature Selection with Ensembles, Artificial Variables, and Redundancy Elimination [My Copy] Journal of Machine Learning Research, Vol. 10 (July 2009), pp. 1341-1366. by Eugene Tuv, Alexander Borisov, George Runger, Kari Torkkola posted to decision_tree ensemble feature_weighting by jjrodriguez on 2009-08-11 10:43:29 as along with 1 person sdvillal
	Applications of ensemble methods [My Copy] Information Fusion, Vol. 9, No. 1. (January 2008), pp. 2-3. by N. Oza, K. Tumer posted to ensemble by jjrodriguez on 2009-08-03 18:22:19 as
	Experimental study for the comparison of classifier combination methods [My Copy] Pattern Recognition, Vol. 40, No. 1. (January 2007), pp. 33-40. by S. Sohn, H. Shin posted to bagging ensemble ensemble_selection experimental_methodology random_subspace by jjrodriguez on 2009-07-31 17:25:07 as
	The Random Subspace Method for Constructing Decision Forests [My Copy] IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 20, No. 8. (1998), pp. 832-844. by Tin K. Ho posted to ensemble random_subspace by jjrodriguez on 2009-07-31 16:38:51 as along with 2 people yosuke thangvu
	Adaptive Cluster Ensemble Selection [My Copy] In IJCAI-09 (2009) by Javad Azimi, Xiaoli Fern posted to clustering ensemble by jjrodriguez on 2009-07-26 18:37:03 as
	A more robust boosting algorithm [My Copy] (13 May 2009) by Yoav Freund posted to boosting ensemble by jjrodriguez on 2009-07-20 16:10:25 as along with 2 people and 1 group shivak mdreid Statistical Machine Learning
	Boosted Voting Scheme on Classification [My Copy] Intelligent Systems Design and Applications, 2008. ISDA '08. Eighth International Conference on In Intelligent Systems Design and Applications, 2008. ISDA '08. Eighth International Conference on, Vol. 2 (2008), pp. 573-577. by Chien-Hsing Chen, Chung-Chian Hsu posted to boosting ensemble invref by jjrodriguez on 2009-07-09 10:03:06 as
	Semi-random subspace method for face recognition [My Copy] Image and Vision Computing, Vol. 27, No. 9. (03 August 2009), pp. 1358-1370. by Yulian Zhu, Jun Liu, Songcan Chen posted to ensemble image invref random_subspace by jjrodriguez on 2009-07-09 09:58:43 as
	Input Decimated Ensemble based on Neighborhood Preserving Embedding for spectrogram classification [My Copy] Expert Systems with Applications, Vol. 36, No. 8. (October 2009), pp. 11257-11261. by Loris Nanni, Alessandra Lumini posted to dimensionality_reduction ensemble invref by jjrodriguez on 2009-07-09 09:49:35 as
	Optimal Classifier Fusion in a Non-Bayesian Probabilistic Framework [My Copy] Pattern Analysis and Machine Intelligence, IEEE Transactions on In Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 31, No. 9. (2009), pp. 1630-1644. by Oriol R. Terrades, Ernest Valveny, Salvatore Tabbone posted to ensemble by jjrodriguez on 2009-07-07 10:58:29 as
	Combining feature spaces for classification [My Copy] Pattern Recognition, Vol. 42, No. 11. (November 2009), pp. 2671-2683. by Theodoros Damoulas, Mark A. Girolami posted to ensemble by jjrodriguez on 2009-07-03 09:21:13 as
	A novel method for constructing ensemble classifiers [My Copy] Statistics and Computing, Vol. 19, No. 3. (1 September 2009), pp. 317-327. by Chun-Xia Zhang, Jiang-She Zhang posted to ensemble invref by jjrodriguez on 2009-07-03 08:58:48 as
	Weighted Consensus Clustering [My Copy] In Proceedings of the 2008 SIAM International Conference on Data Mining (2008) by Tao Li, Chris Ding posted to clustering ensemble by jjrodriguez on 2009-06-25 16:00:52 as
	Predictive Ensemble Pruning by Expectation Propagation [My Copy] Knowledge and Data Engineering, IEEE Transactions on In Knowledge and Data Engineering, IEEE Transactions on, Vol. 21, No. 7. (2009), pp. 999-1013. by Huanhuan Chen, Peter Tino, Xin Yao posted to ensemble ensemble_selection invref by jjrodriguez on 2009-05-27 11:38:26 as
	Geometry-Based Ensembles: Toward a Structural Characterization of the Classification Boundary [My Copy] Pattern Analysis and Machine Intelligence, IEEE Transactions on In Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 31, No. 6. (2009), pp. 1140-1146. by Oriol Pujol, David Masip posted to ensemble image online by jjrodriguez on 2009-04-22 12:28:27 as
	Distributed data mining using ensemble learning methods [My Copy] In 2008 International Conference on Data Mining, DMIN 2008 (2008), pp. 464-470. by D. Mokeddem, H. Belbachir posted to ensemble invref by jjrodriguez on 2009-04-16 09:09:22 as
	Incremental construction of classifier and discriminant ensembles [My Copy] Information Sciences, Vol. 179, No. 9. (15 April 2009), pp. 1298-1318. by Aydın Ulaş, Murat Semerci, Olcay T. Yıldız, Ethem Alpaydın posted to ensemble invref by jjrodriguez on 2009-04-10 10:12:57 as
	NEUROSVM: An Architecture to Reduce the Effect of the Choice of Kernel on the Performance of SVM [My Copy] Journal of Machine Learning Research, Vol. 10 (March 2009), pp. 591-622. by Pradip Ghanty, Samrat Paul, Nikhil R. Pal posted to ensemble neural_network svm by jjrodriguez on 2009-04-06 13:08:10 as
	Promoting Diversity in Gaussian Mixture Ensembles: An Application to Signature Verification [My Copy] Biometrics and Identity Management (2008), pp. 140-149. by Jonas Richiardi, Andrzej Drygajlo, Laetitia Todesco posted to biometrics ensemble invref by jjrodriguez on 2009-04-06 12:11:48 as
	Cluster Ensemble Methods: from Single Clusterings to Combined Solutions [My Copy] Supervised and Unsupervised Ensemble Methods and their Applications (2008), pp. 3-30. by Ana Fred, André Lourenço posted to clustering ensemble by jjrodriguez on 2009-03-27 14:56:52 as along with 2 people beete pbellec
	Exploratory Undersampling for Class-Imbalance Learning [My Copy] Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on In Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on, Vol. 39, No. 2. (2009), pp. 539-550. by X. Y. Liu, J. Wu, Z. H. Zhou posted to ensemble imbalance by jjrodriguez on 2009-03-24 15:08:51 as
	Data dependency in multiple classifier systems [My Copy] Pattern Recognition, Vol. 42, No. 7. (July 2009), pp. 1260-1273. by Rozita A. Dara, Mohamed S. Kamel, Nayer Wanas posted to ensemble invref by jjrodriguez on 2009-03-23 10:16:36 as

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feature_selection	36
multiclass	31
clustering	27
decision_tree	26
bioinformatics	21
random_forest	20
bagging	19
dimensionality_reduction	19
regression	16
nearest_neighbor	16
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feature_weighting	9
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graph_mining	2
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visualization	2
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roc	2
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costs	2
negative_correlation	1
categorical	1
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outliers	1
model_selection	1
parallel_machine_learning	1
wavelet	1
association_for_classification	1
manifold	1
metalearning	1
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anytime	1
stumps	1
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dynamic_models	1
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som	1
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