rlichten's library 59 articles Export

	Tracking Context Changes through Meta-Learning [My Copy] Machine Learning, Vol. 27, No. 3. (1 June 1997), pp. 259-286. by Gerhard Widmer posted to concept_drift meta-learning by rlichten on 2009-04-04 22:24:37 as along with 2 people education03 Scis0000002
	Tackling concept drift by temporal inductive transfer [My Copy] In SIGIR '06: Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval (2006), pp. 252-259. by George Forman posted to concept_drift by rlichten on 2009-04-04 22:12:30 as along with 1 person ssn
	Empirical Support for Winnow and Weighted-Majority Algorithms: Results on a Calendar Scheduling Domain [My Copy] Machine Learning, Vol. 26, No. 1. (1 January 1997), pp. 5-23. by Avrim Blum posted to concept_drift by rlichten on 2009-04-04 22:03:13 as
	The relationship between Precision-Recall and ROC curves [My Copy] In ICML '06: Proceedings of the 23rd international conference on Machine learning (2006), pp. 233-240. by Jesse Davis, Mark Goadrich posted to auc imbalance precision recall validation by rlichten on 2009-04-03 19:41:36 as along with 8 people djkt laral msampson abellogin yaroslavvb imrchen hehrig tvdbulck
	Borderline-SMOTE: A New Over-Sampling Method in Imbalanced Data Sets Learning [My Copy] Advances in Intelligent Computing (2005), pp. 878-887. by Hui Han, Wen-Yuan Wang, Bing-Huan Mao posted to classification imbalance oversampling smote by rlichten on 2009-03-30 21:15:21 as
	Meta-Learning, Model Selection, and Example Selection in Machine Learning Domains with Concept Drift [My Copy] by Ralf Klinkenberg posted to concept_drift ensemble machine_learning by rlichten on 2008-12-13 04:28:09 as along with 1 person arsyed
	Using labeled and unlabeled data to learn drifting concepts [My Copy] In In Workshop notes of IJCAI-01 Workshop on Learning from Temporal and Spatial Data (2001), pp. 16-24. by Ralf Klinkenberg posted to concept_drift by rlichten on 2008-12-13 04:26:48 as
	A streaming ensemble algorithm (SEA) for large-scale classification [My Copy] In KDD '01: Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining (2001), pp. 377-382. by Nick W. Street, Yongseog Kim posted to machine_learning sea stream_mining by rlichten on 2008-12-13 04:11:41 as
	ACE: Adaptive Classifiers-Ensemble System for Concept-Drifting Environments [My Copy] Multiple Classifier Systems (2005), pp. 176-185. by Kyosuke Nishida, Koichiro Yamauchi, Takashi Omori posted to concept_drift sequential_learning stream_mining by rlichten on 2008-12-13 04:04:59 as
	The impact of changing populations on classifier performance [My Copy] In KDD '99: Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining (1999), pp. 367-371. by Mark G. Kelly, David J. Hand, Niall M. Adams posted to dataset_distance sequential_learning stream_mining by rlichten on 2008-12-13 01:53:58 as along with 2 people arsyed wryun
	A framework for monitoring classifiers’ performance: when and why failure occurs? [My Copy] Knowledge and Information Systems by David Cieslak, Nitesh Chawla posted to dataset_distance hellinger_distance by rlichten on 2008-12-12 16:25:00 as along with 2 people arsyed jjrodriguez
	Learning in the Presence of Concept Drift and Hidden Contexts [My Copy] Machine Learning, Vol. 23, No. 1. (1 April 1996), pp. 69-101. by Gerhard Widmer, Miroslav Kubat posted to concept_drift ensemble by rlichten on 2008-12-08 16:07:40 as along with 1 person arsyed
	Learning on the border: active learning in imbalanced data classification [My Copy] In CIKM '07: Proceedings of the sixteenth ACM conference on Conference on information and knowledge management (2007), pp. 127-136. by Seyda Ertekin, Jian Huang, Leon Bottou, Lee Giles posted to border imbalance skew by rlichten on 2008-12-05 21:58:14 as
	Dynamic weighted majority: A new ensemble method for tracking concept drift [My Copy] (2003), pp. 123-130. by Jeremy Z. Kolter, Marcus A. Maloof posted to concept_drift ensemble stream_mining by rlichten on 2008-11-24 18:43:51 as
	Improved use of continuous attributes in C4.5 [My Copy] Journal of Artificial Intelligence Research, Vol. 4 (1996), pp. 77-90. by J. R. Quinlan posted to c45 continuous decision_tree by rlichten on 2008-11-24 18:35:44 as along with 1 person malibu
	Measures of diversity in classi er ensembles [My Copy] Vol. 2000 by Ludmila I. Kuncheva, Christopher J. Whitaker posted to ensemble by rlichten on 2008-11-24 18:34:03 as along with 1 person harperf
	SMOTE: Synthetic Minority Over-sampling Technique [My Copy] Journal of Artificial Intelligence Research, Vol. 16 (2002), pp. 321-357. by Nitesh V. Chawla, Kevin W. Bowyer, Philip W. Kegelmeyer posted to imbalanced_data oversampling smote undersampling by rlichten on 2008-11-24 18:30:54 as along with 2 people jjrodriguez sdvillal
	Distances between Data Sets Based on Summary Statistics [My Copy] J. Mach. Learn. Res., Vol. 8 (2007), pp. 131-154. by Nikolaj Tatti posted to dataset_distance machine_learning by rlichten on 2008-11-24 18:25:38 as
	An extensive empirical study of feature selection metrics for text classification [My Copy] J. Mach. Learn. Res., Vol. 3 (2003), pp. 1289-1305. by George Forman posted to machine_learning text_classification by rlichten on 2008-11-24 18:22:01 as along with 1 person robert85
	Adaptive spike detection for resilient data stream mining [My Copy] In AusDM '07: Proceedings of the sixth Australasian conference on Data mining and analytics (2007), pp. 181-188. by Clifton Phua, Kate S. Miles, Vincent Lee, Ross Gayler posted to concept_drift sequential_learning stream_mining by rlichten on 2008-11-24 18:15:51 as
	An Architecture for the Effective Support of Adaptive Context-Aware Applications [My Copy] In In Proceedings of the Second International Conference on Mobile Data Management (MDM 2001 (2001), pp. 15-26. by Christos Efstratiou, Keith Cheverst, Nigel Davies, Adrian Friday posted to streaming by rlichten on 2008-09-17 16:11:21 as
	Systematic data selection to mine concept-drifting data streams [My Copy] In KDD '04: Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining (2004), pp. 128-137. by Wei Fan posted to concept_drift streaming by rlichten on 2008-09-17 16:09:33 as along with 1 person arsyed
	Automatically countering imbalance and its empirical relationship to cost [My Copy] Data Mining and Knowledge Discovery, Vol. 17, No. 2. (1 October 2008), pp. 225-252. by Nitesh Chawla, David Cieslak, Lawrence Hall, Ajay Joshi posted to cost_sensitive_learning imbalanced_data skew by rlichten on 2008-09-12 20:31:41 as along with 1 person Sinapsi
	Separating Voices in Polyphonic Music: A Contig Mapping Approach [My Copy] Computer Music Modeling and Retrieval (2005), pp. 1-20. by Elaine Chew, Xiaodan Wu posted to music by rlichten on 2008-09-12 20:29:09 as along with 2 people Malc hohmanms1
	Volume under the ROC surface for multi-class problems [My Copy] In Proc. of 14th European Conference on Machine Learning (2003), pp. 108-120. by C. Ferri, J. Hernández-Orallo, M. A. Salido posted to machine_learning multi_class roc skew by rlichten on 2008-09-12 20:25:54 as
	A Hybrid Neural-Markov Approach for Learning to Compose Music by Example [My Copy] Advances in Artificial Intelligence (2004), pp. 480-484. by Karsten Verbeurgt, Mikhail Fayer, Michael Dinolfo posted to machine_learning markov_model music music_composition neural_network pattern_recognition by rlichten on 2008-09-09 19:39:58 as
	Forecasting skewed biased stochastic ozone days [My Copy] In In Proc. of ICDM’06 by Kun Zhang, Xiaojing Yuan, Ian Davidson, Xiangshang Li posted to imbalanced_data skew by rlichten on 2008-09-04 18:45:43 as
	The Effect of Class Distribution on Classifier Learning: An Empirical Study [My Copy] (2001) by Gary M. Weiss, Foster Provost posted to data_mining imbalanced_data machine_learning overview skew by rlichten on 2008-09-04 18:43:23 as
	Mining concept-drifting data streams using ensemble classifiers [My Copy] In KDD '03: Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining (2003), pp. 226-235. by Haixun Wang, Wei Fan, Philip S. Yu, Jiawei Han posted to concept_drift data_mining ensemble streaming by rlichten on 2008-09-03 20:26:23 as along with 4 people pbk arsyed jjrodriguez tsoumakas
	Modeling skew in data streams [My Copy] In SIGMOD '06: Proceedings of the 2006 ACM SIGMOD international conference on Management of data (2006), pp. 181-192. by Flip Korn, S. Muthukrishnan, Yihua Wu posted to modeling skew streaming by rlichten on 2008-09-03 17:54:03 as along with 1 person arsyed
	A study of the behavior of several methods for balancing machine learning training data [My Copy] Sigkdd Explorations, Vol. 6 (2004) by Ronaldo C. Prati, Maria C. Monard posted to imbalanced_data machine_learning overview skew by rlichten on 2008-09-02 19:46:44 as
	Mining time-changing data streams [My Copy] In KDD '01: Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining (2001), pp. 97-106. by Geoff Hulten, Laurie Spencer, Pedro Domingos posted to data_mining decision_tree machine_learning sequential_learning by rlichten on 2008-09-02 19:37:18 as along with 3 people and 1 group arsyed tmancill jjrodriguez Incremental Learning
	Music Representation Issues, Techniques, and Systems [My Copy] Computer Music Journal, Vol. 17, No. 3. (1993), pp. 20-30. by Roger B. Dannenberg posted to music music_representation by rlichten on 2008-09-01 20:58:35 as along with 3 people maximzhao hohmanms1 katychuang
	A Framework for the Evaluation of Music Representation Systems [My Copy] Computer Music Journal, Vol. 17, No. 3. (1993), pp. 31-42. by Geraint Wiggins, Eduardo Miranda, Alan Smaill, Mitch Harris posted to music music_representation by rlichten on 2008-09-01 20:57:14 as along with 1 person katychuang
	On the evolution of the yahoo! answers QA community [My Copy] In SIGIR '08: Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval (2008), pp. 737-738. by Yandong Liu, Eugene Agichtein posted to social_network yahoo_answers by rlichten on 2008-09-01 20:46:52 as along with 2 people sidmitra cmyi
	A general framework for mining concept-drifting data streams with skewed distributions [My Copy] In In Proc. SDM’07 by Jing Gao, Wei Fan, Jiawei Han, Philip S. Yu posted to imbalance skew streaming by rlichten on 2008-09-01 20:42:33 as along with 1 person arsyed
	Knowledge sharing and yahoo answers: everyone knows something [My Copy] In WWW '08: Proceeding of the 17th international conference on World Wide Web (2008), pp. 665-674. by Lada A. Adamic, Jun Zhang, Eytan Bakshy, Mark S. Ackerman posted to knowledge_sharing by rlichten on 2008-09-01 18:14:20 as along with 14 people and 2 groups alexloh80 donade harperf yiah buluzhai brusilovsky galyardt agulli styliani mor turadg rrbarb ChaTo rbudiu Social Web UX research updates
	Capturing, sharing, and using local place information [My Copy] In CHI '07: Proceedings of the SIGCHI conference on Human factors in computing systems (2007), pp. 1235-1244. by Pamela J. Ludford, Reid Priedhorsky, Ken Reily, Loren Terveen posted to location_privacy privacy by rlichten on 2008-08-26 19:35:10 as along with 1 person and 1 group marcela UX research updates
	SuggestBot: Using Intelligent Task Routing to Help People Find Work in Wikipedia [My Copy] In Find Work in Wikipedia. Intelligent User Interfaces (IUI (2007), pp. 32-41. by Dan Cosley posted to knowledge_management social_network task_routing wikipedia by rlichten on 2008-08-26 19:32:29 as
	Predictors of answer quality in online Q&A sites [My Copy] In CHI '08: Proceeding of the twenty-sixth annual SIGCHI conference on Human factors in computing systems (2008), pp. 865-874. by Maxwell F. Harper, Daphne Raban, Sheizaf Rafaeli, Joseph A. Konstan posted to knowledge_sharing social_network by rlichten on 2008-08-26 19:29:30 as along with 4 people and 1 group harperf abellogin brusilovsky Hoenikker Social Web
	Three-dimensional object recognition [My Copy] ACM Comput. Surv., Vol. 17, No. 1. (March 1985), pp. 75-145. by Paul J. Besl, Ramesh C. Jain posted to computer_vision machine_learning object_recognition overview by rlichten on 2008-07-30 21:31:43 as along with 3 people and 1 group alexmaclennan sajan rayzhang ahat
	Machine Learning [My Copy] Annual Review of Computer Science, Vol. 4, No. 1. (1990), pp. 417-433. by T. Mitchell, B. Buchanan, G. Dejong, T. Dietterich, P. Rosenbloom, A. Waibel posted to artificial_intelligence general_learning machine_learning overview by rlichten on 2008-07-30 19:41:51 as
	Combating web spam with trustrank [My Copy] In vldb'2004: Proceedings of the Thirtieth international conference on Very large data bases (2004), pp. 576-587. by Zoltán Gyöngyi, Hector Garcia-Molina, Jan Pedersen posted to graph_theory hyperlink knowledge_management page_ranking by rlichten on 2008-07-18 18:14:44 as along with 1 person macle
	The anatomy of a large-scale hypertextual Web search engine [My Copy] Computer Networks and ISDN Systems, Vol. 30, No. 1--7. (1998), pp. 107-117. by Sergey Brin, Lawrence Page posted to google graph_theory hyperlink page_ranking by rlichten on 2008-07-18 18:04:06 as
	Enabling technology for knowledge sharing [My Copy] AI Mag., Vol. 12, No. 3. (1991), pp. 36-56. by Robert Neches, Richard Fikes, Tim Finin, et al.Tom Gruber, Ramesh Patil, Ted Senator, William R. Swartout posted to artificial_intelligence knowledge_sharing machine_learning by rlichten on 2008-07-16 22:15:51 as
	Toward principles for the design of ontologies used for knowledge sharing [My Copy] Int. J. Hum.-Comput. Stud., Vol. 43, No. 5-6. (1995), pp. 907-928. by Thomas R. Gruber posted to kif knowledge_interchange_format knowledge_sharing ontology by rlichten on 2008-07-16 20:54:29 as
	Exploring Knowledge Sharing in Virtual Teams: A Social Exchange Theory Perspective [My Copy] In HICSS '06: Proceedings of the Proceedings of the 39th Annual Hawaii International Conference on System Sciences (HICSS'06) Track 1 (2006) by Sheng Wu, Cathy S. Lin, Tung-Ching Lin posted to knowledge_sharing social_network teams by rlichten on 2008-07-14 21:06:55 as along with 7 people and 6 groups aalves bomi jonathanbp yish robertodandi rrbarb joesyH mathgamespatterns dtl vds-arg eni Software_Architecture Pervasive_Distributed_Systems
	Agent-based buddy-finding methodology for knowledge sharing [My Copy] Information & Management, Vol. 43, No. 3. (April 2006), pp. 283-296. by Xiaoqing Li, Ali R. Montazemi, Yufei Yuan posted to collaborative_filtering knowledge_sharing by rlichten on 2008-07-08 22:01:34 as along with 5 people and 2 groups stefanherzog yas lbjay viktorliu mahendra_kutare T_lab ACS-Basel
	Expertise networks in online communities: structure and algorithms [My Copy] In WWW '07: Proceedings of the 16th international conference on World Wide Web (2007), pp. 221-230. by Jun Zhang, Mark S. Ackerman, Lada Adamic posted to communities knowledge_management knowledge_sharing ranking social_network by rlichten on 2008-07-08 19:27:55 as along with 4 people donade turadg dartar styliani
	Bootstrapping our collective intelligence [My Copy] ACM Comput. Surv., Vol. 31, No. 4es. (1999), 38. by Douglas Engelbart, Jeff Ruilifson posted to knowledge_management knowledge_sharing by rlichten on 2008-07-08 19:07:21 as along with 3 people and 1 group dijewu sbbdbs rlai MITCCI

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machine_learning	19
concept_drift	11
knowledge_sharing	8
music	8
skew	8
overview	6
sequential_learning	6
ensemble	5
imbalanced_data	5
knowledge_management	5
social_network	5
streaming	5
stream_mining	5
imbalance	4
markov_model	4
music_composition	4
data_mining	3
dataset_distance	3
pattern_recognition	3
artificial_intelligence	2
decision_tree	2
graph_theory	2
hyperlink	2
music_generation	2
music_representation	2
oversampling	2
page_ranking	2
smote	2
speech_recognition	2
auc	1
border	1
c45	1
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hellinger_distance	1
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knowledge_interchange_format	1
location_privacy	1
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meta-learning	1
modeling	1
multi_class	1
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object_recognition	1
ontology	1
precision	1
privacy	1
ranking	1
recall	1
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roc	1
schenkerian	1
sea	1
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study	1
task_routing	1
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text_classification	1
undersampling	1
validation	1
wikipedia	1
yahoo_answers	1

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