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Linear classifier
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#	Item
181	IDENTIFYING FLUORESCENCE MICROSCOPE IMAGES IN ONLINE JOURNAL ARTICLES USING BOTH IMAGE AND TEXT FEATURES Juchang Hua1,2,4, Orhan N. Ayasli5, William W. Cohen1,4 and Robert F. Murphy1,2,3,5 Center for Bioimage Informatics Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2007-04-16 09:36:09 Machine learning Ensemble learning Statistical classification Co-training Support vector machine Linear classifier AdaBoost Document classification Boosting Artificial intelligence Statistics Computational statistics
182	Discriminative Sparse Image Models for Class-Specific Edge Detection and Image Interpretation Julien Mairal1,4 , Marius Leordeanu2 , Francis Bach1,4 , Martial Hebert2 , and Jean Ponce3,4 1 Add to Reading List Source URL: www.di.ens.fr Language: English - Date: 2009-12-10 12:54:16 Linear algebra Signal processing Statistical classification Computer vision Numerical linear algebra Matching pursuit Linear classifier Edge detection Singular value decomposition Algebra Mathematics Statistics
183	Object Class Segmentation using Random Forests F. Schroff1 , A. Criminisi2 , A. Zisserman1 1 Dept. of Engineering Science, University of Oxford {schroff,az}@robots.ox.ac.uk 2 Microsoft Research Ltd., [removed] Add to Reading List Source URL: www.bmva.org Language: English - Date: 2012-02-07 06:35:38 Statistics Vision Image processing Ensemble learning Histogram of oriented gradients Segmentation Linear classifier Color histogram Random forest Computer vision Artificial intelligence Machine learning
184	Journal of Machine Learning Research[removed]Submitted 8; Published 8 A Fast Hybrid Algorithm for Large Scale ℓ1 -Regularized Logistic Regression Add to Reading List Source URL: liinc.bme.columbia.edu Language: English - Date: 2012-07-23 20:03:39 Statistical classification Mathematical optimization Least squares Multinomial logit Linear classifier Stability Supervised learning Iteratively reweighted least squares Support vector machine Statistics Regression analysis Econometrics
185	Context-Sensitive Learning Methods for Text Categorization WILLIAM W. COHEN and YORAM SINGER AT&T Labs Two recently implemented machine-learning algorithms, RIPPER and sleeping-experts for Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2002-10-30 10:48:23 Statistics Natural language processing Statistical classification Computational linguistics Data mining Linear classifier Algorithm Stemming Document classification Machine learning Artificial intelligence Science
186	[removed]Machine Learning, Spring 2011: Homework 4 Due: Tuesday March 1st at the begining of the class Instructions There are two questions on this assignment. Please submit your writeup as two separate sets of pages accor Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2011-03-15 20:16:35 Econometrics Expectation–maximization algorithm Missing data Maximum likelihood Linear regression Logistic regression Naive Bayes classifier Statistics Estimation theory Regression analysis
187	Generalized Group Sparse Classifiers with Application in fMRI Brain Decoding Bernard Ng The University of British Columbia 2366 Main Mall, Vancouver, BC, V6T 1Z4 Rafeef Abugharbieh Add to Reading List Source URL: www.ece.ubc.ca Language: English - Date: 2011-07-15 18:15:31 Machine learning Linear classifier Functional magnetic resonance imaging Linear discriminant analysis Support vector machine Multinomial logit Voxel Human brain Elastic net regularization Statistics Statistical classification Regression analysis
188	In Proceedings of the Seventeenth National Conference on Artificial Intelligence (AAAI-00), pages[removed], Austin, Texas, August[removed]Restricted Bayes Optimal Classifiers Add to Reading List Source URL: ai.stanford.edu Language: English - Date: 2005-10-03 21:16:12 Naive Bayes classifier Margin classifier Decision boundary Bayesian inference Generative model Density estimation Estimation theory Linear classifier Book:Machine Learning - The Complete Guide Statistics Statistical classification Support vector machine
189	! ! Data Science and Technology Entrepreneurship Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2013-03-04 10:02:39 Statistical classification Machine learning Linear classifier Algebraic number theory Multivariate statistics Perceptron Discriminant Vector space Linear discriminant analysis Algebra Statistics Mathematics
190	[removed]Machine Learning, Spring 2011: Homework 4 Due: Tuesday March 1st at the begining of the class Instructions There are two questions on this assignment. Please submit your writeup as two separate sets of pages accor Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2011-02-22 18:42:50 Econometrics Expectation–maximization algorithm Missing data Regression analysis Naive Bayes classifier Linear regression Bayesian network Empirical Bayes method Statistics Estimation theory Bayesian statistics

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