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yaroslavvb's pw [44 articles]

Recent papers added to yaroslavvb's library classified by the tag pw. You can also see everyone's pw.
  • Induction of ripple-down rules applied to modeling large databases
    Journal of Intelligent Information Systems, Vol. 5, No. 3. (1 November 1995), pp. 211-228.
    by BR Gaines, P Compton
    posted to pw weka by yaroslavvb on 2008-08-27 08:26:14 as **
  • Generating accurate rule sets without global optimization
    (1998), pp. 144-151.
    by Eibe Frank, Ian H Witten
    posted to pw weka by yaroslavvb on 2008-08-27 08:25:21 as **
  • Very Simple Classification Rules Perform Well on Most Commonly Used Datasets
    Mach. Learn., Vol. 11, No. 1. (April 1993), pp. 63-90.
    by Robert C Holte
    posted to pw weka by yaroslavvb on 2008-08-27 08:24:19 as ** along with 2 people Jaldert sdvillal
  • Fast effective rule induction
    (1995), pp. 115-123.
    by William W Cohen
    posted to pw weka by yaroslavvb on 2008-08-27 08:21:35 as **
  • The Power of Decision Tables
    (1995), pp. 174-189.
    by Ron Kohavi
    posted to pw weka by yaroslavvb on 2008-08-27 08:20:48 as **
  • Classification and Regression Trees
    (01 January 1984)
    by Leo Breiman, Jerome Friedman, Charles J Stone, RA Olshen
    posted to pw weka by yaroslavvb on 2008-08-27 08:19:37 as ** along with 5 people misovalko mthomure rabio rogerblake nmdang
  • Random Forests
    Machine Learning, Vol. V45, No. 1. (1 October 2001), pp. 5-32.
    by Leo Breiman
    posted to pw weka by yaroslavvb on 2008-08-27 08:17:55 as ** along with 10 people abrentnall kaarsinogen sdvillal amirsaffari maheshj lp2 poluxmoon jdu AbnerCYH carlk
  • Scaling Up the Accuracy of Naive-Bayes Classifiers: A Decision-Tree Hybrid
    Second International Conference on Knoledge Discovery and Data Mining (1996)
    by Ron Kohavi
    posted to pw weka by yaroslavvb on 2008-08-27 08:16:05 as **
  • Decision tree grafting
    (1997), pp. 846-851.
    by Geoffrey I Webb
    posted to pw weka by yaroslavvb on 2008-08-27 08:13:34 as **
  • C4.5: programs for machine learning
    (1993)
    by Ross R Quinlan
    posted to pw weka by yaroslavvb on 2008-08-27 08:12:45 as ** along with 6 people and 1 group ccumby foxmatch Repton ajylha jdu ianwelch contact-id
  • The Alternating Decision Tree Learning Algorithm
    (1999), pp. 124-133.
    by Yoav Freund, Llew Mason
    posted to pw weka by yaroslavvb on 2008-08-27 08:12:30 as ** along with 1 person jaspervoskuilen
  • Classification by Voting Feature Intervals
    Machine Learning: ECML-97 (1997), pp. 85-92.
    by Gülşen Demiröz, H Güvenir
    posted to pw weka by yaroslavvb on 2008-08-27 08:08:17 as ** along with 1 person gangli
  • Stacked generalization
    Neural Netw., Vol. 5, No. 2. (1992), pp. 241-259.
    by David H Wolpert
    posted to pw weka by yaroslavvb on 2008-08-27 08:03:01 as **
  • The random subspace method for constructing decision forests
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 20, No. 8. (1998), pp. 832-844.
    by Tin K Ho
    posted to pw weka by yaroslavvb on 2008-08-27 08:01:49 as ** along with 3 people and 1 group jxl drivard sona EC
  • Racing committees for large datasets
    (2002), pp. 153-164.
    by Eibe Frank, Richard Kirkby, Mark Hall
    posted to pw weka by yaroslavvb on 2008-08-27 08:00:45 as **
  • A Simple Approach to Ordinal Classification
    (2001), pp. 145-156.
    by Eibe Frank, Mark Hall
    posted to pw weka by yaroslavvb on 2008-08-27 07:59:36 as **
  • MultiBoosting: A Technique for Combining Boosting and Wagging
    Machine Learning, Vol. 40, No. 2. (2000), pp. 159-196.
    by Geoffrey I Webb
    posted to pw weka by yaroslavvb on 2008-08-27 07:58:01 as **
  • Additive logistic regression: a statistical view of boosting
    Annals of Statistics, Vol. 28 (2000)
    by Jerome Friedman, Trevor Hastie, Robert Tibshirani
    posted to pw weka by yaroslavvb on 2008-08-27 07:57:16 as **
  • Ensemble selection from libraries of models
    (2004), pp. 137-144.
    by Rich Caruana, Alexandru Niculescu-Mizil, Geoff Crew, Alex Ksikes
    posted to pw weka by yaroslavvb on 2008-08-27 07:56:02 as **
  • Ensembles of Balanced Nested Dichotomies for Multi-class Problems
    Knowledge Discovery in Databases: PKDD 2005 (2005), pp. 84-95.
    by Lin Dong, Eibe Frank, Stefan Kramer
    posted to pw weka by yaroslavvb on 2008-08-27 07:54:33 as ** along with 1 person jjrodriguez
  • Constructing diverse classifier ensembles using artificial training examples
    (2003), pp. 505-510.
    by Prem Melville, Raymond J Mooney
    posted to pw weka by yaroslavvb on 2008-08-27 07:53:31 as **
  • Stacking Bagged and Dagged Models
    (1997), pp. 367-375.
    by Kai M Ting, Ian H Witten
    posted to pw weka by yaroslavvb on 2008-08-27 07:52:44 as **
  • Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations
    (11 October 1999)
    by Ian H Witten, Eibe Frank
    posted to book pw weka by yaroslavvb on 2008-08-27 07:49:53 as ** along with 16 people and 4 groups derek_farn sb-3000 ujh aalibes ChaTo 4vgacias ergodique gboleda pailun hpiwowar caomo donade roland_ewald girschick wkiri dquercia AI dIEMoSIRIS MoSi-Rostock dbmi-nlp
  • Locally Weighted Learning
    Artificial Intelligence Review (February 1997), pp. 11-73.
    by CG Atkeson, AW Moore, S Schaal
    posted to pw weka by yaroslavvb on 2008-08-27 07:48:06 as **
  • K*: An instance-based learner using an entropic distance measure
    (1995), pp. 108-114.
    by John G Cleary, Leonard E Trigg
    posted to pw weka by yaroslavvb on 2008-08-27 07:46:05 as **
  • Large margin classification using the perceptron algorithm
    Vol. 37 (1999), pp. 277-296.
    by Yoav Freund, Robert E Schapire
    posted to pw weka by yaroslavvb on 2008-08-27 07:44:48 as **
  • Logistic Model Trees
    Machine Learning (May 2005), pp. 161-205.
    by Niels Landwehr, Mark Hall, Eibe Frank
    posted to pw weka by yaroslavvb on 2008-08-27 07:38:25 as **
  • LIBSVM: a library for support vector machines
    (2001)
    by Chih-Chung Chang, Chih-Jen Lin
    posted to pw weka by yaroslavvb on 2008-08-27 07:28:39 as **
  • Tackling the Poor Assumptions of Naive Bayes Text Classifiers
    (2003), pp. 616-623.
    by Jason DM Rennie, David Karger
    posted to pw weka by yaroslavvb on 2008-08-27 07:24:43 as **
  • A Bayesian method for constructing Bayesian belief networks from databases
    (1991), pp. 86-94.
    by Gregory F Cooper, Edward Herskovits
    posted to pw weka by yaroslavvb on 2008-08-27 07:22:53 as **
  • notes Using model trees for classification
    Vol. 32 (1998), pp. 63-76.
    by Eibe Frank, Yong Wang, Geoffrey Holmes, Ian H Witten, H Witten
    posted to pw by yaroslavvb on 2008-08-21 20:13:32 as **
  • Tackling the Poor Assumptions of Naive Bayes Text Classifiers
    (2003), pp. 616-623.
    by Jason DM Rennie, Jaime Teevan, David R Karger
    posted to pw by yaroslavvb on 2008-08-21 19:44:25 as **
  • notes Foundations of Statistical Natural Language Processing
    (18 June 1999)
    by Christopher D Manning, Hinrich Schtze
    posted to pw by yaroslavvb on 2008-04-27 02:31:05 as ** along with 34 people and 7 groups fly51fly Enro korakot pdlug fmatthes arthit jelsas bkhl tijl nkorf grzegorz leidner vera46 caomo bigbossman phoenix makimoto whym florianleitner takifugu matwendt suizan pprett bemike spinaltap526 quianominorleo phlow creswick tobiaten jliegl delip markusd Dani_ella francolq Philosophy_of_Information Blog_and_Wiki_Research automatic_summarization STP Pattern-Analysis Semantic-Social-Networks AI
  • An Evaluation of Statistical Approaches to Text Categorization
    Information Retrieval, Vol. 1, No. 1/2. (1999), pp. 69-90.
    by Yiming Yang
    posted to pw by yaroslavvb on 2008-04-25 19:37:03 as ** along with 5 people egh Phanix amirsaffari ehohman bundschu
  • notes A comparative study on feature selection in text categorization
    (1997), pp. 412-420.
    by Yiming Yang, Jan O Pedersen
    edited by Douglas H Fisher
    posted to pw by yaroslavvb on 2008-04-25 19:01:45 as ** along with 8 people and 3 groups ohkura onlyme dongnl markymaypo clickstone i-stevenson huangsong mote mlkd nlab ARTFL
  • notes Machine learning in automated text categorization
    ACM Comput. Surv., Vol. 34, No. 1. (March 2002), pp. 1-47.
    by Fabrizio Sebastiani
    posted to pw by yaroslavvb on 2008-04-23 00:37:44 as ** along with 23 people and 4 groups Passerby mercutio EricSchwarzkopf pdlug derek jelsas horeis romano mthomure joelh styliani adamcheng sugarexpletive johnkork jread82 karipuf rayzhang zhengzhong sids i-stevenson fryanpan ctl PatParslow Ubicomp LocationAwareComputing CompIntelligentSystems oktave-labs
  • notes The relationship between Precision-Recall and ROC curves
    (2006), pp. 233-240.
    by Jesse Davis, Mark Goadrich
    posted to pw by yaroslavvb on 2008-04-19 01:17:44 as ** along with 3 people imrchen hehrig tvdbulck
  • notes AUC optimization vs. error rate minimization
    (2004)
    by C Cortes, M Mohri
    posted to pw by yaroslavvb on 2008-04-18 23:50:47 as ** along with 2 people and 1 group xiaoyan2006 georgiana VT_DLRL
  • notes Learning to Rank by Maximizing AUC with Linear Programming
    Neural Networks, 2006. IJCNN '06. International Joint Conference on (2006), pp. 123-129.
    by K Ataman, WN Street, Yi Zhang
    posted to pw by yaroslavvb on 2008-04-16 22:24:43 as **
  • Collective multi-label classification
    (2005), pp. 195-200.
    by Nadia Ghamrawi, Andrew Mccallum
    posted to pw by yaroslavvb on 2008-03-25 21:59:33 as ** along with 2 people and 1 group jread82 egibaja Multilabel Classification
  • Large-Scale Bayesian Logistic Regression for Text Categorization
    Technometrics, Vol. 49, No. 3. (August 2007), pp. 291-304.
    by Genkin, Alexander, Lewis, D David, Madigan, David
    posted to pw by yaroslavvb on 2008-03-24 17:01:09 as ** along with 1 person pcarbo
  • Trust region Newton methods for large-scale logistic regression
    (2007), pp. 561-568.
    by Chih-Jen Lin, Ruby C Weng, Sathiya S Keerthi
    posted to pw by yaroslavvb on 2008-03-24 17:00:17 as **
  • Semisupervised Learning for a Hybrid Generative/Discriminative Classifier based on the Maximum Entropy Principle
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 30, No. 3. (2008), pp. 424-437.
    by Akinori Fujino, Naonori Ueda, Kazumi Saito
    posted to pw by yaroslavvb on 2008-03-23 23:55:39 as ** along with 2 people jjrodriguez amirsaffari
  • On Discriminative vs. Generative Classifiers: A comparison of logistic regression and naive Bayes
    (2002), pp. 841-848.
    by AY Ng, MI Jordan
    edited by TG Dietterich, S Becker, Z Ghahramani
    posted to generative-discriminative pw by yaroslavvb on 2005-10-26 20:01:06 as **
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