Thorsten Joachims

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Thorsten Joachims

Professor of Computer Science, Cornell University

Potvrđena adresa e-pošte na cs.cornell.edu - Početna stranica

Machine Learning Information Retrieval


Naslov Poredaj po navodima Poredaj po godini Poredaj po naslovu	Citirano Citirano	Godina
Text categorization with support vector machines: Learning with many relevant features T Joachims European Conference on Machine Learning (ECML), 137-142, 1998	12445*	1998
Making large-scale SVM learning practical T Joachims Technical report, 1998	8929*	1998
Optimizing search engines using clickthrough data T Joachims Proceedings of the eighth ACM SIGKDD international conference on Knowledge …, 2002	5289	2002
Transductive inference for text classification using support vector machines T Joachims International Conference on Machine Learning (ICML), 200-209, 1999	3983	1999
Large margin methods for structured and interdependent output variables. I Tsochantaridis, T Joachims, T Hofmann, Y Altun, Y Singer Journal of machine learning research 6 (9), 2005	2644	2005
Learning to Classify Text Using Support Vector Machines: Methods, Theory and Algorithms. T Joachims Kluwer Academic Publisher, 2002	2638*	2002
Training linear SVMs in linear time T Joachims Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006	2460	2006
A Probabilistic Analysis of the Rocchio Algorithm with TFIDF for Text Categorization. T Joachims International Conference on Machine Learning (ICML), 1997	2266	1997
Working set selection using second order information for training support vector machines. RE Fan, PH Chen, CJ Lin, T Joachims Journal of machine learning research 6 (12), 2005	2235	2005
Accurately interpreting clickthrough data as implicit feedback T Joachims, L Granka, B Pan, H Hembrooke, G Gay Acm Sigir Forum 51 (1), 4-11, 2017	1845	2017
Support vector machine learning for interdependent and structured output spaces I Tsochantaridis, T Hofmann, T Joachims, Y Altun International Conference on Machine Learning (ICML), 104, 2004	1764	2004
Cutting-plane training of structural SVMs T Joachims, T Finley, CNJ Yu Machine learning 77, 27-59, 2009	1314	2009
Webwatcher: A tour guide for the world wide web T Joachims, D Freitag, T Mitchell IJCAI (1), 770-777, 1997	1302	1997
A support vector method for multivariate performance measures T Joachims Proceedings of the 22nd international conference on Machine learning, 377-384, 2005	1046	2005
Webwatcher: A learning apprentice for the world wide web R Armstrong, D Freitag, T Joachims, T Mitchell AAAI Spring symposium on Information gathering from Heterogeneous …, 1995	979	1995
Eye-tracking analysis of user behavior in WWW search LA Granka, T Joachims, G Gay Proceedings of the 27th annual international ACM SIGIR conference on …, 2004	967	2004
Transductive learning via spectral graph partitioning T Joachims International Conference on Machine Learning (ICML) 20 (1), 290, 2003	897	2003
In Google we trust: Users’ decisions on rank, position, and relevance B Pan, H Hembrooke, T Joachims, L Lorigo, G Gay, L Granka Journal of computer-mediated communication 12 (3), 801-823, 2007	894	2007
A support vector method for optimizing average precision Y Yue, T Finley, F Radlinski, T Joachims Proceedings of the 30th annual international ACM SIGIR conference on …, 2007	850	2007
Learning a distance metric from relative comparisons M Schultz, T Joachims Advances in neural information processing systems 16, 2003	821	2003

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