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Ключевое слово active-learning [73 articles]

Recent papers classified by the tag active-learning.
  • An empirical study of active learning with support vector machines for Japanese word segmentation
    (2001), pp. 505-512.
    by Manabu Sassano
    posted to active-learning non-english svm by yoavg on 2007-03-15 14:24:45 as *** along with 1 group NLP
  • Committee-Based Sample Selection for Probabilistic Classifiers
    Journal of Artificial Intelligence Research, Vol. 11 (1999), pp. 335-360.
    by Shlomo A Engelson, Ido Dagan
    posted to active-learning ie by xiaoyan2006 on 2008-02-08 17:15:55 as ** along with 2 people Mohan-S vlachmore
  • Active learning for Hidden Markov Models: objective functions and algorithms
    (2005), pp. 9-16.
    by Brigham Anderson, Andrew Moore
    posted to active-learning ie by xiaoyan2006 on 2008-04-07 19:51:21 as **
  • Sample Selection for Statistical Parsing
    Comput. Linguist., Vol. 30, No. 3. (September 2004), pp. 253-276.
    by Rebecca Hwa
    posted to active-learning ie by xiaoyan2006 on 2008-02-08 17:11:47 as **
  • Nonmyopic active learning of Gaussian processes: an exploration-exploitation approach
    (2007), pp. 449-456.
    by Andreas Krause, Carlos Guestrin
    posted to active-learning ie by xiaoyan2006 on 2008-04-07 19:59:38 as ** along with 2 people rpadams vlachmore
  • Active Sampling for Class Probability Estimation and Ranking
    Machine Learning, Vol. 54, No. 2. (February 2004), pp. 153-178.
    by M Saar-Tsechansky, F Provost
    posted to active-learning ie by xiaoyan2006 on 2008-04-10 14:52:23 as ** along with 4 people jaberg mdreid jdu sdvillal
  • Scaling to very very large corpora for natural language disambiguation
    (2001), pp. 26-33.
    by Michele Banko, Eric Brill
    posted to active-learning machine-learning spelling-correction by whym on 2007-12-22 15:42:18 as ** along with 2 people vlachmore kawatan
  • Active semi-supervision for pairwise constrained clustering
    (2004)
    by S Basu, A Banerjee, R Mooney
    posted to active-learning k-means semi-supervised unsupervised by sona on 2007-02-09 14:33:04 as ***
  • Semi-supervised clustering with user feedback
    (2003)
    by D Cohn, R Caruana, A Mccallum
    posted to active-learning probabilistic semi-supervised by sona on 2007-02-09 14:39:14 as **** along with 3 people ldietz anon_pl koles
  • Support Vector Machine Active Learning with Applications to Text Classification
    Journal of Machine Learning Research, Vol. 2 (November 2001), pp. 45-66.
    by Simon Tong, Daphne Koller
    posted to active-learning kernel-machines text-classification by sdvillal on 2008-08-04 20:27:18 as ** along with 1 person asterix77
  • Selective Sampling Methods in One-Class Classification Problems
    : Artificial Neural Networks and Neural Information Processing â ICANN/ICONIP 2003 (2003), pp. 140-148.
    by Piotr Juszczak, Robert PW Duin
    posted to active-learning occ-applications occ-others occ-parameter-fitting by sdvillal on 2007-03-09 16:50:00 as ** along with 1 person jread82
  • Outlier detection by active learning
    (2006), pp. 767-772.
    by Naoki Abe, Bianca Zadrozny, John Langford
    posted to active-learning occ-others reductions by sdvillal on 2006-09-04 16:38:15 as ** along with 1 person milgram
  • Discovering outlier filtering rules from unlabeled data: combining a supervised learner with an unsupervised learner
    (2001), pp. 389-394.
    by Kenji Yamanishi, Jun-Ichi Takeuchi
    posted to active-learning occ-applications occ-others occ-to-supervised time-series by sdvillal on 2007-03-09 14:26:21 as **
  • A selective sampling approach to active feature selection
    Artif. Intell., Vol. 159, No. 1-2. (2004), pp. 49-74.
    by Huan Liu, Hiroshi Motoda, Lei Yu
    posted to active-learning dimension-reduction feature-selection by sdvillal on 2008-04-16 15:28:22 as ** along with 1 person h-chi
  • Online Choice of Active Learning Algorithms
    Journal of Machine Learning Research, Vol. 5 (March 2004), pp. 255-291.
    by Yoram Baram, Ran E Yaniv, Kobi Luz
    posted to active-learning bandits ensembles evaluation-methodology kernel-machines online-learning by sdvillal on 2008-08-01 10:35:40 as **
  • Learning a Maximum Margin Subspace for Image Retrieval
    IEEE Trans. on Knowl. and Data Eng., Vol. 20, No. 2. (February 2008), pp. 189-201.
    by Xiaofei He, Deng Cai, Jiawei Han
    posted to active-learning dimension-reduction image-processing multimedia-ir spectral by sdvillal on 2008-04-06 11:18:07 as ** along with 1 person Mohan-S
  • One Class Classification Methods Based Non-Relevance Feedback Document Retrieval
    (2006), pp. 393-396.
    by Takashi Onoda, Hiroshi Murata, Seiji Yamada
    posted to active-learning occ-support-vector by sdvillal on 2008-03-04 08:59:26 as **
  • Less is More: Active Learning with Support Vector Machines
    (2000), pp. 839-846.
    by Greg Schohn, David Cohn
    posted to active-learning kernel-machines by sdvillal on 2008-08-04 20:23:15 as ** along with 1 person kgajos
  • Balancing Exploration and Exploitation: A New Algorithm for Active Machine Learning
    (2005), pp. 330-337.
    by Thomas Osugi, Deng Kun, Stephen Scott
    posted to active-learning by sdvillal on 2008-08-02 11:29:46 as ** along with 1 person Mohan-S
  • Performance thresholding in practical text classification
    (2006), pp. 662-671.
    by Hinrich Schütze, Emre Velipasaoglu, Jan O Pedersen
    posted to active-learning practical-scenarios text-classification by sdvillal on 2008-08-04 21:31:50 as ** along with 2 people kedarb Mohan-S
  • Active Learning with Feedback on Features and Instances
    Journal of Machine Learning Research, Vol. 7 (August 2006), pp. 1655-1686.
    by Hema Raghavan, Omid Madani, Rosie Jones
    posted to active-learning dimension-reduction feature-selection by sdvillal on 2008-03-28 15:54:53 as ** along with 1 person aharpale
  • Combining active learning with inductive logic programming to close the loop in machine learning
    (1999)
    by S Muggleton, C Bryant, C Page, M Sternberg
    edited by S Colton
    posted to active-learning computational-epistemology computational-learning computational-science experiment-selection hyperefficiency ilp inquiry-calculus metascience robotics by Scis0000002 on 2007-07-30 13:56:03 as **
  • Support vector machine active learning for image retrieval
    (2001), pp. 107-118.
    by Simon Tong, Edward Chang
    posted to active-learning svm by scis0000001 on 2006-08-27 16:59:57 as ** along with 6 people gyuli zoop KaraNagai mdifranc Mohan-S asterix77
  • Example selection for bootstrapping statistical parsers
    (2003), pp. 157-164.
    by Mark Steedman, Rebecca Hwa, Stephen Clark, Miles Osborne, Anoop Sarkar, Julia Hockenmaier, Paul Ruhlen, Steven Baker, Jeremiah Crim
    posted to active-learning bootstrapping co-training by sachina on 2007-09-13 04:20:09 as read
  • Support vector machine active learning with applications to text classification
    J. Mach. Learn. Res., Vol. 2 (2002), pp. 45-66.
    by Simon Tong, Daphne Koller
    posted to active-learning svm text-classification by sachina on 2007-09-01 21:03:01 as *** along with 4 people anon_pl kgajos vlachmore jdu
  • Automatically Labeling Video Data Using Multi-class Active Learning
    (2003)
    by Rong Yan, Jie Yang, Alexander Hauptmann
    posted to active-learning multi-class by sachina on 2007-09-02 03:03:44 as read
  • Adaptive diagnosis in distributed systems
    Neural Networks, IEEE Transactions on, Vol. 16, No. 5. (2005), pp. 1088-1109.
    by I Rish, M Brodie, Sheng Ma, N Odintsova, A Beygelzimer, G Grabarnik, K Hernandez
    posted to active-learning belief-propagation by pcarbo on 2007-04-24 21:22:31 as **
  • Active Learning with Feedback on Features and Instances
    J. Mach. Learn. Res., Vol. 7 (2006), pp. 1655-1686.
    by Hema Raghavan, Omid Madani, Rosie Jones
    posted to active-learning features by Mohan-S on 2008-03-28 15:48:01 as ***
  • Active Learning to Recognize Multiple Types of Plankton
    J. Mach. Learn. Res., Vol. 6 (2005), pp. 589-613.
    by Tong Luo, Kurt Kramer, Dmitry B Goldgof, Lawrence O Hall, Scott Samson, Andrew Remsen, Thomas Hopkins
    posted to active-learning multi-class by Mohan-S on 2008-06-23 20:17:14 as **
  • Annotating retrieval database with active learning
    Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on, Vol. 2 (2003), pp. II-595-8 vol.3.
    by C Zhang, T Chen
    posted to active-learning annotation by Mohan-S on 2007-03-28 19:10:18 as **
  • RETIN AL: an active learning strategy for image category retrieval
    Image Processing, 2004. ICIP '04. 2004 International Conference on, Vol. 4 (2004), pp. 2219-2222 Vol. 4.
    by PH Gosselin, M Cord
    posted to active-learning cbir by Mohan-S on 2007-03-28 19:02:43 as ***
  • Efficient Algorithms for General Active Learning
    Learning Theory (2006), pp. 650-652.
    by Claire Monteleoni
    posted to active-learning book-chapter by Mohan-S on 2008-05-01 17:15:41 as **
  • Active learning in the drug discovery process
    (2002)
    by M Warmuth, G Atsch, M Mathieson, J Liao, C Lemmen
    posted to active-learning discovery-drug svm by Mohan-S on 2007-04-25 00:48:07 as ***
  • Active Learning with Irrelevant Examples
    Machine Learning: ECML 2006 (2006), pp. 695-702.
    by Dominic Mazzoni, Kiri Wagstaff, Michael Burl
    posted to active-learning book-chapter irrelevant-examples by Mohan-S on 2008-05-01 17:16:41 as **
  • Active Learning with Statistical Models
    Vol. 7 (1995), pp. 705-712.
    by David A Cohn, Zoubin Ghahramani, Michael I Jordan
    edited by G Tesauro, D Touretzky, T Leen
    posted to active-learning by Mohan-S on 2007-01-30 16:34:48 as ** along with 1 person milgram
  • Multi-class Ensemble-Based Active Learning
    Machine Learning: ECML 2006 (2006), pp. 687-694.
    by Christine Körner, Stefan Wrobel
    posted to active-learning book-chapter ensemble by Mohan-S on 2008-05-01 17:10:13 as **
  • Effective image annotation via active learning
    Multimedia and Expo, 2002. ICME '02. Proceedings. 2002 IEEE International Conference on, Vol. 1 (2002), pp. 209-212 vol.1.
    by G Sychay, E Chang, K Goh
    posted to active-learning annotation by Mohan-S on 2007-04-25 00:49:47 as ***
  • On Active Learning in Multi-label Classification
    : From Data and Information Analysis to Knowledge Engineering (2006), pp. 206-213.
    by Klaus Brinker
    posted to active-learning multi-label by Mohan-S on 2008-06-23 20:13:31 as ** along with 1 person jread82
  • Active Learning to Maximize Area Under the ROC Curve
    Data Mining, 2006. ICDM '06. Sixth International Conference on (2006), pp. 149-158.
    by M Culver, Deng Kun, S Scott
    posted to active-learning roc by Mohan-S on 2007-08-23 14:21:48 as **
  • Outlier detection by active learning
    (2006), pp. 504-509.
    by Naoki Abe, Bianca Zadrozny, John Langford
    posted to active-learning outlier by Mohan-S on 2008-04-09 15:38:17 as **
  • Efficient Data Mining by Active Learning
    Progress in Discovery Science (2002), pp. 83-100.
    by Hiroshi Mamitsuka, Naoki Abe
    posted to active-learning book-chapter by Mohan-S on 2008-05-01 17:09:36 as **
  • Active learning for image retrieval with Co-SVM
    Pattern Recognition, Vol. 40, No. 1. (January 2007), pp. 330-334.
    by Jian Cheng, Kongqiao Wang
    posted to active-learning image-retrieval svm by Mohan-S on 2007-05-10 15:47:33 as ** along with 1 person seudonimo_falso
  • Active Learning with Gaussian Processes for Object Categorization
    Computer Vision, 2007. ICCV 2007. IEEE 11th International Conference on (2007), pp. 1-8.
    by Ashish Kapoor, Kristen Grauman, Raquel Urtasun, Trevor Darrell
    posted to active-learning gaussian object-recognition by Mohan-S on 2008-05-01 14:49:59 as **
  • Online choice of active learning algorithms
    (2003), pp. 19-26.
    by Y Baram, El R Yaniv, K Luz
    posted to active-learning online-choice by Mohan-S on 2007-10-15 12:54:39 as *** along with 2 people gagliol jread82
  • Agnostic active learning
    (2006), pp. 65-72.
    by Maria-Florina Balcan, Alina Beygelzimer, John Langford
    posted to active-learning agnostic by Mohan-S on 2008-03-24 23:40:15 as *** along with 1 person sdvillal
  • Active learning: theory and applications
    (2001)
    by Simon Tong
    posted to active-learning svm by Mohan-S on 2007-04-18 16:29:58 as *** along with 1 person anon_pl
  • Toward Optimal Active Learning through Sampling Estimation of Error Reduction
    (2001), pp. 441-448.
    by Nicholas Roy, Andrew Mccallum
    posted to active-learning error-reduction by Mohan-S on 2007-10-15 14:42:22 as *** along with 1 person jdu
  • Multilabel SVM active learning for image classification
    Image Processing, 2004. ICIP '04. 2004 International Conference on, Vol. 4 (2004), pp. 2207-2210 Vol. 4.
    by X Li, L Wang, E Sung
    posted to active-learning multisvm svm by Mohan-S on 2007-03-28 19:11:51 as ** along with 2 people and 1 group jread82 egibaja Multilabel Classification
  • Effective automatic image annotation via a coherent language model and active learning
    (2004), pp. 892-899.
    by Rong Jin, Joyce Y Chai, Luo Si
    posted to active-learning coherent-model by Mohan-S on 2007-03-28 19:03:06 as *** along with 1 person iansimon
  • notes Putting active learning into multimedia applications: dynamic definition and refinement of concept classifiers
    (2005), pp. 902-911.
    by Ming-Yu Chen, Michael Christel, Alexander Hauptmann, Howard Wactlar
    posted to active-learning svm by Mohan-S on 2007-03-28 19:13:06 as **
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