Tag multiclass [86 articles] Export

Recent papers classified by the tag multiclass.

	On the Decoding Process in Ternary Error-Correcting Output Codes [My Copy] Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 32, No. 1. (07 November 2008), pp. 120-134. by Sergio Escalera, Oriol Pujol, Petia Radeva posted to multiclass ecoc boosting by jjrodriguez on 2009-11-24 18:44:31 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 ensembles by jjrodriguez on 2009-11-19 15:34:34 as
	Using Neutral Examples for Learning Polarity [My Copy] In IJCAI (2005), pp. 1616-1617. by Moshe Koppel, Jonathan Schler edited by Leslie P. Kaelbling, Alessandro Saffiotti, Leslie P. Kaelbling, Alessandro Saffiotti posted to sentiment polarity neutral multiclass classification by pprett on 2009-10-14 13:46:43 as
	Ultraconservative Online Algorithms for Multiclass Problems [My Copy] Journal of Machine Learning Research, Vol. 3 (2001) by Koby Crammer, Yoram Singer posted to sgd online multiclass linear learning by pprett on 2009-09-23 15:33:45 as
	Combining predictions in pairwise classification: An optimal adaptive voting strategy and its relation to weighted voting [My Copy] Pattern Recognition, Vol. 43, No. 1. (01 January 2010), pp. 128-142. by Eyke Hüllermeier, Stijn Vanderlooy posted to multiclass by jjrodriguez on 2009-08-24 10:52:46 as
	New multicategory boosting algorithms based on multicategory Fisher-consistent losses [My Copy] The Annals of Applied Statistics, Vol. 2, No. 4. (December 2008), pp. 1290-1306. by Hui Zou, Ji Zhu, Trevor Hastie posted to multiclass consistency boosting algorithm by mdreid to the group Statistical Machine Learning on 2009-08-24 04:54:12 as
	Robust face detection with multi-class boosting [My Copy] Computer Vision and Pattern Recognition, 2005. CVPR 2005. IEEE Computer Society Conference on In Computer Vision and Pattern Recognition, 2005. CVPR 2005. IEEE Computer Society Conference on, Vol. 1 (2005), pp. 680-687 vol. 1. by Yen-Yu Lin, Tyng-Luh Liu posted to face_detection multiclass by mzabidi on 2009-08-04 11:01:17 as
	Molecular Classification of Human Carcinomas by Use of Gene Expression Signatures [My Copy] Cancer Res, Vol. 61, No. 20. (1 October 2001), pp. 7388-7393. by Andrew I. Su, John B. Welsh, Lisa M. Sapinoso, et al.Suzanne G. Kern, Petre Dimitrov, Hilmar Lapp, Peter G. Schultz, Steven M. Powell, Christopher A. Moskaluk, Henry F. Frierson, Garret M. Hampton posted to multiclass by srp33 on 2009-06-29 17:06:47 as
	Combining feature spaces for classification [My Copy] Pattern Recognition (16 April 2009) by Theodoros Damoulas, Mark A. Girolami posted to approximation bayes bayesian classification combination ensemble hierarchical inference information integration kernel learning modelling multi-modal multiclass variational by zimbo1 on 2009-06-26 15:25:51 as
	On the Consistency of Multiclass Classification Methods [My Copy] Journal of Machine Learning Research, Vol. 8 (May 2007), pp. 1007-1025. by Ambuj Tewari, Peter L. Bartlett posted to calibration classification consistency multiclass theory by mdreid to the group Statistical Machine Learning on 2009-06-24 11:12:20 as along with 2 people shivak sdvillal
	Multiclass cancer diagnosis using tumor gene expression signatures [My Copy] Proceedings of the National Academy of Sciences of the United States of America, Vol. 98, No. 26. (18 December 2001), pp. 15149-15154. by Sridhar Ramaswamy, Pablo Tamayo, Ryan Rifkin, et al.Sayan Mukherjee, Chen-Hsiang Yeang, Michael Angelo, Christine Ladd, Michael Reich, Eva Latulippe, Jill P. Mesirov, Tomaso Poggio, William Gerald, Massimo Loda, Eric S. Lander, Todd R. Golub posted to multiclass by srp33 on 2009-06-15 17:57:36 as along with 8 people and 1 group stharward pablocarb Scis0000002 ggrot dragonrez archroad giovanni frohike GeschwindLab
	Multi-class cancer subtype classification based on gene expression signatures with reliability analysis [My Copy] FEBS Letters, Vol. 561, No. 1-3. (12 March 2004), pp. 186-190. by Li M. Fu, Casey S. Fu-Liu posted to feature_selection multiclass by srp33 on 2009-06-15 16:45:46 as
	Reducing multiclass cancer classification to binary by output coding and SVM [My Copy] Computational Biology and Chemistry, Vol. 30, No. 1. (February 2006), pp. 63-71. by L. Shen, E. Tan posted to bit-strings cancers classifications kernel-methods multiclass svms by Scis0000002 on 2009-05-07 16:11:37 as
	Exploring Potential of Leave-One-Out Estimator for Calibration of SVM in Text Mining [My Copy] Advances in Knowledge Discovery and Data Mining (2004), pp. 361-372. by Adam Kowalczyk, Bhavani Raskutti, Herman Ferrá posted to calibration imbalanced kernel-machines multiclass text-classification by sdvillal on 2009-04-26 12:45:07 as
	Adapted One-versus-All Decision Trees for Data Stream Classification [My Copy] Knowledge and Data Engineering, IEEE Transactions on In Knowledge and Data Engineering, IEEE Transactions on, Vol. 21, No. 5. (2009), pp. 624-637. by Sattar Hashemi, Ying Yang, Zahra Mirzamomen, Mohammadreza Kangavari posted to decision_tree multiclass online by jjrodriguez on 2009-03-31 11:57:58 as
	Fuzzy Pairwise Multiclass Support Vector Machines [My Copy] MICAI 2006: Advances in Artificial Intelligence In MICAI 2006: Advances in Artificial Intelligence, Vol. 4293 (2006), pp. 562-571. by José M. Puche, José M. Benítez, Juan L. Castro, Carlos J. Mantas edited by Alexander Gelbukh, Carlos A. Reyes-Garcia posted to classification fuzzy multiclass svm by cmoewes on 2009-03-26 16:41:20 as
	Nesting One-Against-One Algorithm Based on SVMs for Pattern Classification [My Copy] Neural Networks, IEEE Transactions on In Neural Networks, IEEE Transactions on, Vol. 19, No. 12. (2008), pp. 2044-2052. by B. Liu, Z. Hao, E. C. C. Tsang posted to multiclass svm by jjrodriguez on 2009-03-05 16:13:53 as
	A new method for multiclass support vector machines [My Copy] Neural Networks, 2004. Proceedings. 2004 IEEE International Joint Conference on In Neural Networks, 2004. Proceedings. 2004 IEEE International Joint Conference on, Vol. 1 (2004) by D. Anguita, S. Ridella, D. Sterpi posted to multiclass svm by Sinapsi on 2009-02-19 10:48:41 as
	Increase information transfer rates in BCI by CSP extension to multi-class [My Copy] In Advances in Neural Information Processing Systems, Vol. 16 (2004), pp. 733-740. by Guido Dornhege, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller posted to 2004 bbci bci itr multiclass by xawen to the group Brain-like research group on 2009-02-11 03:43:32 as
	Fast Multi-command SSVEP Brain Machine Interface without Training [My Copy] Artificial Neural Networks - ICANN 2008 (2008), pp. 300-307. by Pablo Vasquez, Hovagim Bakardjian, Montserrat Vallverdu, Andrezj Cichocki posted to 2008 bci multiclass ssvep by xawen to the group Brain-like research group on 2009-02-10 13:57:26 as
	A Novel Design of 4-Class BCI Using Two Binary Classifiers and Parallel Mental Tasks. [My Copy] Computational intelligence and neuroscience (2008) by T. Geng, J. Q. Gan, M. Dyson, C. S. Tsui, F. Sepulveda posted to 2008 bci multiclass by xawen to the group Brain-like research group on 2009-02-10 13:30:20 as
	A comparison of common spatial patterns with complex band power features in a four-class BCI experiment [My Copy] Biomedical Engineering, IEEE Transactions on In Biomedical Engineering, IEEE Transactions on, Vol. 53, No. 4. (2006), pp. 642-651. by G. Townsend, B. Graimann, G. Pfurtscheller posted to 2006 bci csp graz multiclass by xawen to the group Brain-like research group on 2009-02-10 13:02:39 as along with 2 people breuderink cmuehl
	Information transfer rate in a five-classes brain-computer interface [My Copy] Neural Systems and Rehabilitation Engineering, IEEE Transactions on In Neural Systems and Rehabilitation Engineering, IEEE Transactions on, Vol. 9, No. 3. (2001), pp. 283-288. by B. Obermaier, C. Neuper, C. Guger, G. Pfurtscheller posted to 2001 graz itr multiclass by xawen to the group Brain-like research group on 2009-02-08 02:40:40 as
	Boosting bit rates in noninvasive EEG single-trial classifications by feature combination and multiclass paradigms [My Copy] Biomedical Engineering, IEEE Transactions on, Vol. 51, No. 6. (2004), pp. 993-1002. by G. Dornhege, B. Blankertz, G. Curio, K. R. Muller posted to 2004 bci eeg multiclass singletrial by xawen to the group Brain-like research group on 2009-01-22 14:56:16 as along with 1 person kcaves
	Multiclass Common Spatial Patterns and Information Theoretic Feature Extraction [My Copy] Biomedical Engineering, IEEE Transactions on In Biomedical Engineering, IEEE Transactions on, Vol. 55, No. 8. (2008), pp. 1991-2000. by M. Grosse-Wentrup*, Buss posted to bci multiclass spatial by xawen to the group Brain-like research group on 2009-01-22 14:05:06 as along with 2 people alklazema breuderink
	Local Regularization for Multiclass Classification Facing Significant Intraclass Variations [My Copy] Computer Vision – ECCV 2008 (2008), pp. 748-759. by Lior Wolf, Yoni Donner posted to computer-vision datasets image-processing locality multiclass small-sample-size test-time-inference transduction by sdvillal on 2009-01-21 20:31:23 as
	EEG-Based Synchronized Brain-Computer Interfaces: A Model for Optimizing the Number of Mental Tasks [My Copy] Neural Systems and Rehabilitation Engineering, IEEE Transactions on In Neural Systems and Rehabilitation Engineering, IEEE Transactions on, Vol. 15, No. 1. (2007), pp. 50-58. by J. Kronegg, G. Chanel, S. Voloshynovskiy, T. Pun posted to bci eeg itr multiclass phasesyn by xawen to the group Brain-like research group on 2009-01-21 08:30:14 as
	Efficient Multiclass ROC Approximation by Decomposition via Confusion Matrix Perturbation Analysis [My Copy] IEEE Trans. Pattern Anal. Mach. Intell., Vol. 30, No. 5. (2008), pp. 810-822. by Thomas C. W. Landgrebe, Robert P. W. Duin posted to evaluation-methodology multiclass roc by sdvillal on 2009-01-16 10:24:16 as
	Machine Learning Techniques—Reductions Between Prediction Quality Metrics [My Copy] Performance Modeling and Engineering (2008), pp. 3-28. by Alina Beygelzimer, John Langford, Bianca Zadrozny posted to multiclass multiclass-to-occ occ-to-multiclass ranking reductions by sdvillal on 2009-01-12 19:29:41 as
	Better multiclass classification via a margin-optimized single binary problem [My Copy] Pattern Recognition Letters, Vol. 29, No. 14. (15 October 2008), pp. 1954-1959. by Ran El-Yaniv, Dmitry Pechyony, Elad Yom-Tov posted to multiclass reductions by sdvillal on 2009-01-04 13:23:38 as along with 2 people MarcoAlvarez jjrodriguez
	In Defense of One-Vs-All Classification [My Copy] Journal of Machine Learning Research, Vol. 5 (January 2004), pp. 101-141. by Ryan Rifkin, Aldebaro Klautau posted to ml-foundations multiclass occ-to-multiclass reductions by sdvillal on 2009-01-04 12:15:52 as along with 1 person jjrodriguez
	Multiclass boosting with repartitioning [My Copy] In ICML '06: Proceedings of the 23rd international conference on Machine learning (2006), pp. 569-576. by Ling Li posted to boosting multiclass by ling on 2008-12-24 19:32:15 as
	Generalized Bradley-Terry Models and Multi-Class Probability Estimates [My Copy] J. Mach. Learn. Res., Vol. 7 (2006), pp. 85-115. by Tzu K. Huang, Ruby C. Weng, Chih J. Lin posted to estimation machine multi-label multiclass probability support svm vector by eddymier on 2008-12-23 11:28:18 as
	Separability of ternary codes for sparse designs of error-correcting output codes [My Copy] Pattern Recognition Letters, Vol. 30, No. 3. (01 February 2009), pp. 285-297. by S. Escalera, O. Pujol, P. Radeva posted to ecoc multiclass by jjrodriguez on 2008-12-15 10:42:33 as
	SNoW User Guide [My Copy] (2004) by Andrew J. Carlson, Chad M. Cumby, Jeff L. Rosen, Dan Roth, Nicholas D. Rizollo posted to averaging multiclass online-feature-selection snow winnow by sirandreus on 2008-12-08 12:39:53 as
	Multiclass and Binary SVM Classification: Implications for Training and Classification Users [My Copy] Geoscience and Remote Sensing Letters, IEEE In Geoscience and Remote Sensing Letters, IEEE, Vol. 5, No. 2. (2008), pp. 241-245. by A. Mathur, G. M. Foody posted to multiclass svm by Sinapsi on 2008-11-22 12:55:21 as along with 1 person zhengzhong
	A New Multi-class SVM Algorithm Based on One-Class SVM [My Copy] Computational Science – ICCS 2007 (2007), pp. 677-684. by Xiao-Yuan Yang, Jia Liu, Min-Qing Zhang, Ke Niu posted to multiclass svm by Sinapsi on 2008-11-17 19:13:54 as along with 1 person Mohan-S
	A fast approximate algorithm for training L1L1-SVMs in primal space [My Copy] Neurocomputing, Vol. 70, No. 7-9. (March 2007), pp. 1554-1560. by L. Wang, S. Sun, K. Zhang posted to multiclass svm by Sinapsi on 2008-11-15 00:17:37 as
	A novel and quick SVM-based multi-class classifier [My Copy] Pattern Recogn., Vol. 39, No. 11. (2006), pp. 2258-2264. by Yiguang Liu, Zhisheng You, Liping Cao posted to _mytag multiclass svm by Sinapsi on 2008-11-14 23:40:27 as along with 1 person JoeVinegar
	On the algorithmic implementation of multiclass kernel-based vector machines [My Copy] Journal of Machine Learning Research, Vol. 2 (2001) by Koby Crammer, Yoram Singer, Nello Cristianini, John Shawe-Taylor, Bob Williamson posted to _mytag multiclass svm by Sinapsi on 2008-11-14 23:15:31 as
	Compact multi-class support vector machine [My Copy] Neurocomputing, Vol. In Press, Accepted Manuscript by A. Navia-Vazquez posted to _mytag multiclass svm by Sinapsi on 2008-11-14 22:48:19 as along with 1 person zoop
	Adaptive Base Class Boost for Multi-class Classification [My Copy] (8 Nov 2008) by Ping Li posted to boosting multiclass by jjrodriguez on 2008-11-11 09:54:47 as along with 2 people MRCBIRD alexeigor
	Random Forests for multiclass classification: Random MultiNomial Logit [My Copy] Expert Systems with Applications, Vol. 34, No. 3. (April 2008), pp. 1721-1732. by Anita Prinzie, Dirk Van den Poel posted to multiclass random_forest by polykrates on 2008-10-21 13:28:37 as along with 1 person jjrodriguez
	Random Multiclass Classification: Generalizing Random Forests to Random MNL and Random NB [My Copy] Database and Expert Systems Applications (2007), pp. 349-358. by Anita Prinzie, Dirk Van den Poel posted to multiclass naive_bayes random_forest by jjrodriguez on 2008-09-09 10:12:51 as along with 1 person MRCBIRD
	Instance-based concept learning from multiclass DNA microarray data. [My Copy] BMC Bioinformatics, Vol. 7 (2006) by D. Berrar, I. Bradbury, W. Dubitzky posted to microarray_data_analysis multiclass nearest_neighbor by frohike on 2008-08-29 13:21:56 as along with 2 people rdiaz sampath
	Multi-class pattern classification using neural networks [My Copy] Pattern Recognition, Vol. 40, No. 1. (January 2007), pp. 4-18. by Guobin Ou, Yi L. Murphey posted to multiclass by sdvillal on 2008-08-27 10:19:50 as
	Weighted One-Against-All [My Copy] In AAAI (2005), pp. 720-725. by Alina Beygelzimer, John Langford, Bianca Zadrozny edited by Manuela M. Veloso, Subbarao Kambhampati, Manuela M. Veloso, Subbarao Kambhampati posted to multiclass multilabel by sdvillal on 2008-08-12 18:31:10 as
	Discriminant ECOC: a heuristic method for application dependent design of error correcting output codes [My Copy] Pattern Analysis and Machine Intelligence, IEEE Transactions on In Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 28, No. 6. (2006), pp. 1007-1012. by O. Pujol, P. Radeva, J. Vitria posted to multiclass by jjrodriguez on 2008-08-12 13:13:35 as along with 1 person zhengzhong
	Forest Extension of Error Correcting Output Codes and Boosted Landmarks [My Copy] Pattern Recognition, 2006. ICPR 2006. 18th International Conference on In Pattern Recognition, 2006. ICPR 2006. 18th International Conference on, Vol. 4 (2006), pp. 104-107. by S. Escalera, O. Pujol, P. Radeva posted to image multiclass by jjrodriguez on 2008-08-12 13:02:45 as
	Reducing Multiclass to Binary: A Unifying Approach for Margin Classifiers [My Copy] Journal of Machine Learning Research, Vol. 1 (December 2000), pp. 113-141. by Erin L. Allwein, Robert E. Schapire, Yoram Singer posted to multiclass by jjrodriguez on 2008-08-12 12:49:53 as

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ecoc	6
itr	6
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ensembles	5
learning	5
2004	4
2008	4
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graz	4
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csp	3
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microarray_data_analysis	2
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