Support vector machine

Results: 2011



#Item
471Applied mathematics / Linear classifier / Ensemble learning / Time complexity / Support vector machine / Algorithm / Computational complexity theory / Stability / Boosting methods for object categorization / Machine learning / Statistics / Statistical classification

Linear Time Nonparametric Classification and Feature Selection with Polynomial MPMC Cascades for large datasets Markus Breitenbach1 , Sander M. Bohte1,2 , and Gregory Z. Grudic1 1

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Source URL: markus-breitenbach.com

Language: English - Date: 2004-06-24 11:16:08
472Statistics / Natural language processing / Machine learning / Relevance / Precision and recall / Support vector machine / Document classification / Information science / Information retrieval / Science

The Robert Gordon University at the Opinion Retrieval Task of the 2007 Trec Blog Track Rahman Mukras, Nirmalie Wiratunga, Robert Lothian School of Computing The Robert Gordon University St Andrew Street

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Source URL: trec.nist.gov

Language: English
473Natural language processing / Chunking / Word-sense disambiguation / Named-entity recognition / Search engine indexing / Part-of-speech tagging / Semantic role labeling / Support vector machine / Encoding / Computational linguistics / Linguistics / Science

Journal of Machine Learning Research2505 Submitted 1/10; Revised 11/10; Published 8/11 Natural Language Processing (Almost) from Scratch Ronan Collobert∗

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Source URL: ronan.collobert.com

Language: English - Date: 2011-08-19 08:18:34
474Theoretical computer science / Vietnamese language / Statistical classification / Support vector machine / Syllable / Vietnamese alphabet / Part-of-speech tagging / Text segmentation / Pattern recognition / Linguistics / Machine learning / Conditional random field

Vietnamese Word Segmentation with CRFs and SVMs: An Investigation Cam-Tu Nguyen1, Trung-Kien Nguyen1, Xuan-Hieu Phan2 Le-Minh Nguyen2, and Quang-Thuy Ha1 2

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Source URL: jvnsegmenter.sourceforge.net

Language: English - Date: 2007-03-24 11:17:34
475Statistical classification / Support vector machine / Stochastic gradient descent / Mathematical optimization / Gradient descent / Shogun / Gradient method / Numerical analysis / Statistics / Machine learning

Spectral Projected Gradient Descent for Efficient and Large Scale Generalized Multiple Kernel Learning Ashesh Jain S. V. N. Vishwanathan

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Source URL: www.stat.purdue.edu

Language: English - Date: 2013-01-13 21:21:11
476Science / Irony / Statistical classification / Computational linguistics / Machine learning / Twitter / Support vector machine / N-gram / Emoticon / Natural language processing / Computing / Linguistics

Sarcasm Detection on Czech and English Twitter Tom´asˇ Pt´acˇ ek†‡ , Ivan Habernal† and Jun Hong‡ † Department of Computer Science and Engineering, Faculty of Applied Sciences, University of West Bohemia, U

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Source URL: anthology.aclweb.org

Language: English - Date: 2014-08-08 12:19:30
477Learning / Statistical classification / Support vector machines / Stability / Empirical risk minimization / Perceptron / Artificial neural network / Least squares support vector machine / Machine learning / Statistics / Neural networks

Comparing performance and robustness of SVM and ANN for fault diagnosis in a centrifugal pump

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Source URL: www.mssanz.org.au

Language: English - Date: 2013-01-15 22:31:53
478Free statistical software / Data mining / Scikit-learn / Mlpy / Orange / Array programming languages / Support vector machine / Feature selection / Decision tree learning / Statistics / Software / Machine learning

Journal of Machine Learning Research2353 Submitted 3/13; Published 8/13 Orange: Data Mining Toolbox in Python Janez Demˇsar

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Source URL: jmlr.org

Language: English - Date: 2013-10-07 20:32:49
479Statistical classification / Support vector machine / Kernel methods / Triage / Document classification / TREC Genomics / Feature selection / Boosting methods for object categorization / Statistics / Machine learning / Artificial intelligence

Biomedical Document Triage: Automatic Classification Exploiting Category Specific Knowledge L. Venkata Subramaniam, Diwakar Punjani*, Sougata Mukherjea IBM India Research Lab, New Delhi, India E-mail: {lvsubram, smukherj

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Source URL: trec.nist.gov

Language: English
480Group theory / Vector space / Vectors / Algebra / Mathematics / Linear algebra

Journal of Machine Learning Research3348 Submitted 4/12; Revised 10/12; PublishedLarge-scale Linear Support Vector Regression

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Source URL: www.csie.ntu.edu.tw

Language: English - Date: 2012-12-07 09:30:42
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