Group: mlkd - library 130 articles Export

	Multiple hierarchical classification of free-text clinical guidelines [My Copy] Artificial Intelligence in Medicine, Vol. 37, No. 3. (July 2006), pp. 177-190. by R. Moskovitch, S. Cohenkashi, U. Dror, I. Levy, A. Maimon, Y. Shahar posted to text multilabel medical hierarchical by tsoumakas to the group mlkd on 2009-09-26 18:50:30 as
	Multi-label Associative Classification of Medical Documents from MEDLINE [My Copy] In ICMLA '05: Proceedings of the Fourth International Conference on Machine Learning and Applications (2005), pp. 177-186. by Rafal Rak, Lukasz Kurgan, Marek Reformat posted to text multilabel medical association_rules by tsoumakas to the group mlkd on 2009-09-26 18:48:59 as
	Two-Dimensional Multilabel Active Learning with an Efficient Online Adaptation Model for Image Classification [My Copy] IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 31, No. 10. (2009), pp. 1880-1897. by Guo J. Qi, Xian S. Hua, Yong Rui, Jinhui Tang, Hong J. Zhang posted to mutlilabel image active by tsoumakas to the group mlkd on 2009-08-31 18:00:33 as along with 1 person Mohan-S
	The challenge problem for automated detection of 101 semantic concepts in multimedia [My Copy] In MULTIMEDIA '06: Proceedings of the 14th annual ACM international conference on Multimedia (2006), pp. 421-430. by Cees G. M. Snoek, Marcel Worring, Jan C. van Gemert, Jan-Mark Geusebroek, Arnold W. M. Smeulders posted to video multilabel dataset by tsoumakas to the group mlkd on 2009-08-27 09:23:19 as along with 3 people and 2 groups sdvillal dvallet eddymier NETS-UAM NETS
	Parametric mixture models for multi-labeled text [My Copy] Advances in Neural Information Processing Systems 15, Neural Information Processing Systems, NIPS 2002 (2002) by N. Ueda, K. Saito posted to multilabel by tsoumakas to the group mlkd on 2009-08-27 09:12:33 as along with 2 people and 1 group jessopher egibaja Multilabel Classification
	Combining instance-based learning and logistic regression for multilabel classification [My Copy] Machine Learning, Vol. 76, No. 2-3. (2009), pp. 211-225. by Weiwei Cheng, Eyke Hüllermeier posted to stacking multilabel lazy by tsoumakas to the group mlkd on 2009-08-25 07:53:35 as
	Classification of Aeronautics System Health and Safety Documents [My Copy] Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on In Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on, Vol. PP, No. 99. (2009), pp. 1-11. by N. Oza, J. P. Castle, J. Stutz posted to text multilabel by tsoumakas to the group mlkd on 2009-08-11 16:02:14 as
	Automated categorization in the international patent classification [My Copy] SIGIR Forum, Vol. 37, No. 1. (2003), pp. 10-25. by C. J. Fall, A. Törcsvári, K. Benzineb, G. Karetka posted to text multilabel by tsoumakas to the group mlkd on 2009-08-11 15:30:42 as along with 1 person scis0000001
	Multi-topic Aspects in Clinical Text Classification [My Copy] In BIBM '07: Proceedings of the 2007 IEEE International Conference on Bioinformatics and Biomedicine (2007), pp. 62-70. by Yutaka Sasaki, Brian Rea, Sophia Ananiadou posted to medical multilabel text by tsoumakas to the group mlkd on 2009-08-10 15:32:42 as
	A shared task involving multi-label classification of clinical free text [My Copy] In BioNLP '07: Proceedings of the Workshop on BioNLP 2007 (2007), pp. 97-104. by John P. Pestian, Christopher Brew, Pawel Matykiewicz, et al.D. J. Hovermale, Neil Johnson, K. Bretonnel Cohen, Wlodzislaw Duch posted to medical multilabel text by tsoumakas to the group mlkd on 2009-08-10 15:31:18 as
	RCV1: A New Benchmark Collection for Text Categorization Research [My Copy] J. Mach. Learn. Res., Vol. 5 (2004), pp. 361-397. by David D. Lewis, Yiming Yang, Tony G. Rose, Fan Li posted to multilabel text by tsoumakas to the group mlkd on 2009-08-10 13:21:09 as along with 6 people and 3 groups pprett xiaoyan2006 adamcheng dpdearing vlachmore mote Ubicomp LocationAwareComputing VT_DLRL
	Kernel-based learning of hierarchical multilabel classification models [My Copy] Journal of Machine Learning Research, Vol. 7 (2006), pp. 1601-1626. by J. Rousu, C. Saunders, S. Szedmak, J. Shawe-Taylor posted to biology hierarchical multilabel text by tsoumakas to the group mlkd on 2009-08-10 10:22:07 as along with 1 person and 1 group egibaja Multilabel Classification
	Hierarchical classification: combining Bayes with SVM [My Copy] In ICML '06: Proceedings of the 23rd international conference on Machine learning (2006), pp. 177-184. by Nicolò Cesa-Bianchi, Claudio Gentile, Luca Zaniboni posted to hierarchical multilabel text by tsoumakas to the group mlkd on 2009-08-10 09:40:50 as along with 1 person and 1 group jread82 Multilabel Classification
	Incremental Algorithms for Hierarchical Classification [My Copy] J. Mach. Learn. Res., Vol. 7 (2006), pp. 31-54. by Nicolò Cesa-Bianchi, Claudio Gentile, Luca Zaniboni posted to hierarchical multilabel text by tsoumakas to the group mlkd on 2009-08-10 09:36:26 as along with 1 person and 1 group egibaja Multilabel Classification
	Machine learning and data mining for yeast functional genomics [My Copy] (2003) by Amanda Clare posted to biology multilabel by tsoumakas to the group mlkd on 2009-08-10 09:33:39 as
	Label ranking by learning pairwise preferences [My Copy] Artificial Intelligence, Vol. 172, No. 16-17. (November 2008), pp. 1897-1916. by E. Hüllermeier, J. Fürnkranz, W. Cheng, K. Brinker posted to multilabel by tsoumakas to the group mlkd on 2009-08-07 12:05:28 as
	Multilabel classification via calibrated label ranking [My Copy] Machine Learning by Johannes Fürnkranz, Eyke Hüllermeier, Eneldo Loza mencía, Klaus Brinker posted to multilabel by tsoumakas to the group mlkd on 2009-08-07 11:59:06 as along with 6 people and 1 group jread82 sdvillal jjrodriguez Mohan-S egibaja briordan Multilabel Classification
	A study on thresholding strategies for text categorization [My Copy] In Proceedings of SIGIR-01, 24th ACM International Conference on Research and Development in Information Retrieval (2001), pp. 137-145. by Yiming Yang posted to multilabel text by tsoumakas to the group mlkd on 2009-07-31 09:58:12 as along with 1 person agogoh3
	Large scale multi-label classification via metalabeler [My Copy] In WWW '09: Proceedings of the 18th international conference on World wide web (2009), pp. 211-220. by Lei Tang, Suju Rajan, Vijay K. Narayanan posted to multilabel query-categorization web-page-categorization by tsoumakas to the group mlkd on 2009-07-31 09:13:17 as along with 1 person sdvillal
	A Study on Threshold Selection for Multi-label Classification [My Copy] (2007) by Rong-En Fan, C. J. Lin posted to multilabel by tsoumakas to the group mlkd on 2009-07-31 09:10:31 as along with 2 people and 1 group sdvillal egibaja Multilabel Classification
	Model-shared subspace boosting for multi-label classification [My Copy] In KDD '07: 13th ACM SIGKDD International Conference on Knowledge Discovery and Data mining (2007), pp. 834-843. by Rong Yan, Jelena Tesic, John R. Smith posted to multilabel by tsoumakas to the group mlkd on 2009-05-02 22:36:11 as along with 1 person jread82
	Boosting multi-label hierarchical text categorization [My Copy] Information Retrieval, Vol. 11, No. 4. (2008), pp. 287-313. by Andrea Esuli, Tiziano Fagni, Fabrizio Sebastiani posted to hierarchical multilabel by tsoumakas to the group mlkd on 2009-05-02 22:35:27 as along with 1 person and 2 groups egibaja Boosting Multilabel Classification
	Calibrated Rank-SVM for multi-label image categorization [My Copy] Neural Networks, 2008. IJCNN 2008. (IEEE World Congress on Computational Intelligence). IEEE International Joint Conference on In Neural Networks, 2008. IJCNN 2008. (IEEE World Congress on Computational Intelligence). IEEE International Joint Conference on (2008), pp. 1450-1455. by Aiwen Jiang, Chunheng Wang, Yuanping Zhu posted to multilabel by tsoumakas to the group mlkd on 2009-05-01 08:09:31 as along with 2 people and 1 group egibaja Mohan-S Multilabel Classification
	Correlative multi-label video annotation [My Copy] In MULTIMEDIA '07: Proceedings of the 15th international conference on Multimedia (2007), pp. 17-26. by Guo J. Qi, Xian S. Hua, Yong Rui, Jinhui Tang, Tao Mei, Hong J. Zhang posted to multilabel video by tsoumakas to the group mlkd on 2009-04-07 22:21:33 as along with 3 people Mohan-S jekky eddymier
	Improving Multilabel Analysis of Music Titles: A Large-Scale Validation of the Correction Approach [My Copy] Audio, Speech, and Language Processing, IEEE Transactions on In Audio, Speech, and Language Processing, IEEE Transactions on, Vol. 17, No. 2. (2009), pp. 335-343. by F. Pachet, P. Roy posted to multilabel music by tsoumakas to the group mlkd on 2009-04-05 11:12:45 as along with 1 person and 1 group maximzhao Music Information Retrieval - Audio Similarity and Retrieval
	Multi-label Machine Learning and Its Application to Semantic Scene Classification [My Copy] In International Symposium on Electronic Imaging (January 2004) by X. Shen, M. Boutell, J. Luo, C. Brown posted to image multilabel by tsoumakas to the group mlkd on 2009-03-17 16:08:41 as along with 2 people tianqi jread82
	Multi-label Classification Using Ensembles of Pruned Sets [My Copy] Data Mining, 2008. ICDM '08. Eighth IEEE International Conference on In ICDM '08: Proceedings of the 2008 Eighth IEEE International Conference on Data Mining, Vol. 0 (2008), pp. 995-1000. by Jesse Read, Bernhard Pfahringer, Geoff Holmes posted to ensembles multilabel by tsoumakas to the group mlkd on 2009-03-15 08:45:50 as along with 3 people and 1 group rahOSU egibaja jread82 Multilabel Classification
	A sparse gaussian processes classification framework for fast tag suggestions [My Copy] In CIKM '08: Proceeding of the 17th ACM conference on Information and knowledge management (2008), pp. 93-102. by Yang Song, Lu Zhang, Lee C. Giles posted to multilabel by tsoumakas to the group mlkd on 2009-03-08 07:44:13 as
	The strength of weak learnability [My Copy] Machine Learning, Vol. 5, No. 2. (1 June 1990), pp. 197-227. by Robert E. Schapire posted to boosting ensembles by tsoumakas to the group mlkd on 2009-02-10 08:13:09 as along with 2 people sancho AbnerCYH
	Bagging Predictors [My Copy] Machine Learning, Vol. 24, No. 2. (1996), pp. 123-140. by Leo Breiman posted to ensembles by tsoumakas to the group mlkd on 2009-02-10 08:09:25 as along with 20 people and 2 groups brothers gyuli kevynct neteler kaarsinogen ChaTo lfriedl mukundn mthomure sdvillal KaraNagai lbatista Repton robincha girschick thangvu wlyu2001 eegilbert askom floares kdl LIVIA
	Ensemble selection from libraries of models [My Copy] In ICML '04: Proceedings of the twenty-first international conference on Machine learning (2004), 18. by Rich Caruana, Alexandru Niculescu-Mizil, Geoff Crew, Alex Ksikes posted to ensemble-pruning by tsoumakas to the group mlkd on 2009-02-10 07:35:28 as along with 2 people srp33 sdvillal
	Automatic image annotation via local multi-label classification [My Copy] In CIVR '08: Proceedings of the 2008 international conference on Content-based image and video retrieval (2008), pp. 17-26. by Mei Wang, Xiangdong Zhou, Tat S. Chua posted to image multilabel by tsoumakas to the group mlkd on 2009-01-27 11:49:22 as along with 1 person and 1 group Mohan-S Multilabel Classification
	Transductive multi-label learning for video concept detection [My Copy] In MIR '08: Proceeding of the 1st ACM international conference on Multimedia information retrieval (2008), pp. 298-304. by Jingdong Wang, Yinghai Zhao, Xiuqing Wu, Xian S. Hua posted to multilabel video by tsoumakas to the group mlkd on 2009-01-26 18:58:27 as along with 2 people nliu82 jekky
	Fast Target Set Reduction for Large-Scale Protein Function Prediction: A Multi-class Multi-label Machine Learning Approach [My Copy] Algorithms in Bioinformatics (2008), pp. 198-209. by Thomas Lingner, Peter Meinicke posted to multilabel by tsoumakas to the group mlkd on 2009-01-24 19:57:34 as along with 1 group Multilabel Classification
	Image annotation with parametric mixture model based multi-class multi-labeling [My Copy] Multimedia Signal Processing, 2008 IEEE 10th Workshop on In Multimedia Signal Processing, 2008 IEEE 10th Workshop on (2008), pp. 634-639. by Zhiyong Wang, Wan-Chi Siu, Dagan Feng posted to multilabel by tsoumakas to the group mlkd on 2009-01-16 09:06:53 as along with 3 people and 1 group ngn sventura Mohan-S Multilabel Classification
	An Analysis of Ensemble Pruning Techniques Based on Ordered Aggregation [My Copy] Pattern Analysis and Machine Intelligence, IEEE Transactions on In Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 31, No. 2. (2009), pp. 245-259. by D. Mart&#x0e, Nez-Mu&#x0f1, Gonzalo Oz, et al. Hern&#x0e1, Daniel Ndez-Lobato, Su&#x0e1, Alberto Rez posted to ensemble-pruning by tsoumakas to the group mlkd on 2009-01-05 11:30:46 as along with 2 people jjrodriguez haiyeong
	To Select or To Weigh: A Comparative Study of Linear Combination Schemes for SuperParent-One-Dependence Estimators [My Copy] Knowledge and Data Engineering, IEEE Transactions on In Knowledge and Data Engineering, IEEE Transactions on, Vol. 19, No. 12. (2007), pp. 1652-1665. by Ying Yang, G. I. Webb, J. Cerquides, K. B. Korb, J. Boughton, Kai M. Ting posted to ensemble-pruning ensemble-weighting ensembles by tsoumakas to the group mlkd on 2008-12-19 18:04:20 as
	Ensemble Selection for SuperParent-One-Dependence Estimators [My Copy] AI 2005: Advances in Artificial Intelligence In AI 2005: Advances in Artificial Intelligence (2005), pp. 102-112. by Ying Yang, Kevin Korb, Kai Ting, Geoffrey Webb posted to ensemble-pruning ensembles by tsoumakas to the group mlkd on 2008-12-18 20:21:14 as
	Multi-label literature classification based on the Gene Ontology graph [My Copy] BMC Bioinformatics, Vol. 9, No. 1. (2008), 525. by Bo Jin, Brian Muller, Chengxiang Zhai, Xinghua Lu posted to no-tag by tsoumakas to the group mlkd on 2008-12-18 19:43:44 as along with 6 people and 2 groups Effie dbk Zephyrus lptolik guhjy barriot NaCTeM Multilabel Classification
	On Constructing and Pruning SVM Ensembles [My Copy] Signal-Image Technologies and Internet-Based System, 2007. SITIS '07. Third International IEEE Conference on In Signal-Image Technologies and Internet-Based System, 2007. SITIS '07. Third International IEEE Conference on (2007), pp. 855-859. by Bing-Yu Sun, Xiao-Ming Zhang, Ru-Jing Wang posted to ensemble-pruning ensembles by tsoumakas to the group mlkd on 2008-12-16 10:24:00 as
	Engineering multiversion neural-net systems [My Copy] Neural Comput., Vol. 8, No. 4. (May 1996), pp. 869-893. by D. Partridge, W. B. Yates posted to ensemble-pruning by tsoumakas to the group mlkd on 2008-12-16 10:18:14 as
	Clustering-based selective neural network ensemble [My Copy] Journal of Zhejiang University - Science A, Vol. 6, No. 5. (4 May 2005), pp. 387-392. by Fu Qiang, Hu Shang-Xu, Zhao Sheng-Ying posted to ensemble-pruning ensembles by tsoumakas to the group mlkd on 2008-12-16 09:32:15 as
	The Effective Pruning of Neural Network Ensembles [My Copy] In IEEE/INNS International Conference on Neural Networks (IJCNN 2001) (2001), pp. 796-801. by A. Lazarevic, Z. Obradovic posted to ensemble-pruning ensembles by tsoumakas to the group mlkd on 2008-12-16 09:24:03 as
	Neural network ensemble pruning using sensitivity measure in web applications [My Copy] Systems, Man and Cybernetics, 2007. ISIC. IEEE International Conference on In Systems, Man and Cybernetics, 2007. ISIC. IEEE International Conference on (2007), pp. 3051-3056. by Patrick P. Chan, Xiaoqin Zeng, Eric C. Tsang, Daniel S. Yeung, John W. Lee posted to citation ensemble-pruning by tsoumakas to the group mlkd on 2008-12-16 09:13:54 as
	Clustering ensembles of neural network models [My Copy] Neural Netw., Vol. 16, No. 2. (2003), pp. 261-269. by Bart Bakker, Tom Heskes posted to ensemble-pruning ensembles by tsoumakas to the group mlkd on 2008-12-16 09:12:48 as along with 1 person kordikp
	Design of effective multiple classifier systems by clustering of classifiers [My Copy] In Proc. of ICPR2000, 15th Int. Conference on Pattern Recognition, Vol. 2 (2000), pp. 3-8. by Giorgio Giacinto, Fabio Roli, Giorgio Fumera posted to ensemble-pruning ensembles by tsoumakas to the group mlkd on 2008-12-16 09:04:14 as
	Clustering-and-selection model for classifier combination [My Copy] Knowledge-Based Intelligent Engineering Systems and Allied Technologies, 2000. Proceedings. Fourth International Conference on In Knowledge-Based Intelligent Engineering Systems and Allied Technologies, 2000. Proceedings. Fourth International Conference on, Vol. 1 (2000), pp. 185-188 vol.1. by L. I. Kuncheva posted to ensembles by tsoumakas to the group mlkd on 2008-12-16 08:38:57 as along with 1 person drivard
	Measures of Diversity in Classifier Ensembles and Their Relationship with the Ensemble Accuracy [My Copy] Machine Learning, Vol. 51, No. 2. (1 May 2003), pp. 181-207. by Ludmila I. Kuncheva, Christopher J. Whitaker posted to ensembles by tsoumakas to the group mlkd on 2008-12-16 08:37:00 as along with 1 person robincha
	Bloomy Decision Tree for Multi-objective Classification [My Copy] Principles of Data Mining and Knowledge Discovery (2001), pp. 436-447. by Einoshin Suzuki, Masafumi Gotoh, Yuta Choki posted to decision-tree multilabel by tsoumakas to the group mlkd on 2008-12-15 22:53:42 as
	Multilabel Text Classification for Automated Tag Suggestion [My Copy] In Proceedings of the ECML/PKDD 2008 Discovery Challenge (2008) by Ioannis Katakis, Grigorios Tsoumakas, Ioannis Vlahavas posted to bibsonomy classification data learning machine mining multilabel recommendation suggestion tag text by katak to the group mlkd on 2008-12-15 21:05:09 as along with 1 person and 1 group jekky Multilabel Classification

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weka	1

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