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jjrodriguez library [97 articles]

最近 jjrodriguez さんのライブラリ .
  • A Theoretical Analysis of Bagging as a Linear Combination of Classifiers
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 30, No. 7. (2008), pp. 1293-1299.
    by Giorgio Fumera, Roli Fabio, Serrau Alessandra
    posted to ensemble bagging by jjrodriguez on 2008-06-10 09:00:30 as ** along with 1 person jreedgt
  • Transforming classifier scores into accurate multiclass probability estimates
    (2002), pp. 694-699.
    by Bianca Zadrozny, Charles Elkan
    posted to svm naive_bayes multiclass by jjrodriguez on 2008-06-05 15:02:04 as **
  • A unified framework for semi-supervised dimensionality reduction
    Pattern Recognition, Vol. 41, No. 9. (September 2008), pp. 2789-2799.
    by Yangqiu Song, Feiping Nie, Changshui Zhang, Shiming Xiang
    posted to semisupervised dimensionality_reduction by jjrodriguez on 2008-06-04 10:03:23 as **
  • Unsupervised feature selection using clustering ensembles and population based incremental learning algorithm
    Pattern Recognition, Vol. 41, No. 9. (September 2008), pp. 2742-2756.
    by Yi Hong, Sam Kwong, Yuchou Chang, Qingsheng Ren
    posted to feature_selection ensemble clustering by jjrodriguez on 2008-06-04 10:00:01 as **
  • RotBoost: A technique for combining Rotation Forest and AdaBoost
    Pattern Recognition Letters, Vol. 29, No. 10. (15 July 2008), pp. 1524-1536.
    by Chun-Xia Zhang, Jiang-She Zhang
    posted to invref ensemble boosting by jjrodriguez on 2008-06-02 09:13:08 as **
  • Dynamic integration of classifiers for handling concept drift
    Information Fusion, Vol. 9, No. 1. (January 2008), pp. 56-68.
    by Alexey Tsymbal, Mykola Pechenizkiy, Pádraig Cunningham, Seppo Puuronen
    posted to online ensemble concept_drift by jjrodriguez on 2008-05-28 17:43:41 as **
  • Classification in a normalized feature space using support vector machines
    Neural Networks, IEEE Transactions on, Vol. 14, No. 3. (2003), pp. 597-605.
    by ABA Graf, AJ Smola, S Borer
    posted to svm normalization by jjrodriguez on 2008-05-28 17:19:59 as **
  • Input Vector Normalization Methods in Support Vector Machines for Automatic Incident Detection
    Transportation Planning and Technology, Vol. 30, No. 6. (2007), pp. 593-608.
    by Daehyon Kim, Seungjae Lee, Seongkil Cho
    posted to svm normalization by jjrodriguez on 2008-05-28 17:05:53 as **
  • Support vector machines for multi-class classification
    Engineering Applications of Bio-Inspired Artificial Neural Networks (1999), pp. 833-842.
    by Eddy Mayoraz, Ethem Alpaydin
    posted to svm normalization multiclass by jjrodriguez on 2008-05-28 16:53:46 as **
  • Normalization in Support Vector Machines
    (2001), pp. 277-282.
    by Arnulf BA Graf, Silvio Borer
    posted to svm normalization by jjrodriguez on 2008-05-28 16:47:19 as ** along with 1 person j0nes
  • Feature subset selection and feature ranking for multivariate time series
    Transactions on Knowledge and Data Engineering, Vol. 17, No. 9. (2005), pp. 1186-1198.
    by H Yoon, K Yang, C Shahabi
    posted to time_series svm feature_selection by jjrodriguez on 2008-05-22 17:44:09 as ** along with 3 people Phanix gkvas eacosta
  • CL eV er: A Feature Subset Selection Technique for Multivariate Time Series
    Advances in Knowledge Discovery and Data Mining (2005), pp. 516-522.
    by Kiyoung Yang, Hyunjin Yoon, Cyrus Shahabi
    posted to time_series svm feature_selection by jjrodriguez on 2008-05-21 18:29:21 as **
  • On-line Learning of an Unlearnable True Teacher through Mobile Ensemble Teachers
    (10 May 2008)
    by Takeshi Hirama, Koji Hukushima
    posted to online ensemble by jjrodriguez on 2008-05-13 11:11:26 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 multiclass ensemble by jjrodriguez on 2008-05-07 18:36:09 as **
  • Decision-tree instance-space decomposition with grouped gain-ratio
    Information Sciences, Vol. 177, No. 17. (1 September 2007), pp. 3592-3612.
    by Shahar Cohen, Lior Rokach, Oded Maimon
    posted to decision_tree by jjrodriguez on 2008-05-07 17:53:25 as **
  • Feature set decomposition for decision trees
    Intell. Data Anal., Vol. 9, No. 2. (March 2005), pp. 131-158.
    by Lior Rokach, Oded Maimon
    posted to feature_selection ensemble decision_tree by jjrodriguez on 2008-05-07 17:47:51 as **
  • Classifier Ensembles for Changing Environments
    Multiple Classifier Systems (2004), pp. 1-15.
    by Ludmila I Kuncheva
    posted to online ensemble by jjrodriguez on 2008-05-07 16:20:19 as **
  • Mining time-changing data streams
    (2001), pp. 97-106.
    by Geoff Hulten, Laurie Spencer, Pedro Domingos
    posted to online by jjrodriguez on 2008-05-07 16:14:08 as **
  • Multi-dimensional regression analysis of time-series data streams
    (2002), pp. 323-334.
    by Yixin Chen, Guozhu Dong, Jiawei Han, Benjamin W Wah, Jianyong Wang
    posted to time_series online by jjrodriguez on 2008-05-06 16:52:00 as ** along with 1 person burtonwu
  • Predictive Mining of Time Series Data in Astronomy
    Vol. 295 (2003), 431.
    by E Perlman, A Java
    edited by HE Payne, RI Jedrzejewski, RN Hook
    posted to time_series online by jjrodriguez on 2008-05-06 16:43:21 as **
  • A symbolic representation of time series, with implications for streaming algorithms
    (2003), pp. 2-11.
    by Jessica Lin, Eamonn Keogh, Stefano Lonardi, Bill Chiu
    posted to time_series online by jjrodriguez on 2008-05-06 15:48:33 as ** along with 3 people galkin fheintz sensorweb
  • Adaptive discriminant analysis for microarray-based classification
    ACM Trans. Knowl. Discov. Data, Vol. 2, No. 1. (March 2008), pp. 1-20.
    by Yijuan Lu, Qi Tian, Jennifer Neary, Feng Liu, Yufeng Wang
    posted to linear_classifier boosting bioinformatics by jjrodriguez on 2008-05-06 10:11:31 as **
  • Mining high-speed data streams
    (2000), pp. 71-80.
    by P Domingos, G Hulten
    posted to online by jjrodriguez on 2008-05-05 12:33:15 as ** along with 1 person scis0000001
  • Mining data streams: a review
    SIGMOD Rec., Vol. 34, No. 2. (June 2005), pp. 18-26.
    by Mohamed M Gaber, Arkady Zaslavsky, Shonali Krishnaswamy
    posted to online by jjrodriguez on 2008-05-05 12:10:55 as ** along with 2 people fheintz clipse
  • Closed Sets for Labeled Data
    Journal of Machine Learning Research, Vol. 9 (April 2008), pp. 559-580.
    by Gemma C Garriga, Petra Kralj, Nada Lavrač
    posted to association_rules association_for_classification by jjrodriguez on 2008-05-05 10:41:27 as **
  • Learning Reliable Classifiers From Small or Incomplete Data Sets: The Naive Credal Classifier 2
    Journal of Machine Learning Research, Vol. 9 (April 2008), pp. 581-621.
    by Giorgio Corani, Marco Zaffalon
    posted to naive_bayes missing by jjrodriguez on 2008-05-05 10:38:50 as **
  • A Library for Locally Weighted Projection Regression
    Journal of Machine Learning Research, Vol. 9 (April 2008), pp. 623-626.
    by Stefan Klanke, Sethu Vijayakumar, Stefan Schaal
    posted to software_learning regression by jjrodriguez on 2008-05-05 10:30:08 as **
  • Non-stationary data sequence classification using online class priors estimation
    Pattern Recognition, Vol. 41, No. 8. (August 2008), pp. 2656-2664.
    by Chunyu Yang, Jie Zhou
    posted to online by jjrodriguez on 2008-05-05 10:21:45 as **
  • A [`]No Panacea Theorem' for classifier combination
    Pattern Recognition, Vol. 41, No. 8. (August 2008), pp. 2665-2673.
    by Roland Hu, RI Damper
    posted to ensemble by jjrodriguez on 2008-05-05 10:19:19 as **
  • On reoptimizing multi-class classifiers
    Machine Learning, Vol. 71, No. 2. (26 June 2008), pp. 219-242.
    by Chris Bourke, Kun Deng, Stephen Scott, Robert Schapire, N Vinodchandran
    posted to online multiclass by jjrodriguez on 2008-05-05 09:56:27 as **
  • Learning the structure of dynamic Bayesian networks from time series and steady state measurements
    Machine Learning, Vol. 71, No. 2. (26 June 2008), pp. 185-217.
    by Harri Lähdesmäki, Ilya Shmulevich
    posted to time_series bayesian_networks by jjrodriguez on 2008-05-05 09:54:00 as **
  • Mining deviants in time series data streams
    Scientific and Statistical Database Management, 2004. Proceedings. 16th International Conference on (2004), pp. 41-50.
    by S Muthukrishnan, R Shah, JS Vitter
    posted to time_series online by jjrodriguez on 2008-04-30 17:43:43 as **
  • Hierarchical Clustering of Time-Series Data Streams
    Knowledge and Data Engineering, IEEE Transactions on, Vol. 20, No. 5. (2008), pp. 615-627.
    by Pedro P Rodrigues, Joao Gama, Joao Pedroso
    posted to time_series online by jjrodriguez on 2008-04-30 17:11:29 as **
  • A Kernel for Time Series Based on Global Alignments
    Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on, Vol. 2 (2007), pp. II-413-II-416.
    by M Cuturi, JP Vert, O Birkenes, T Matsui
    posted to time_series svm by jjrodriguez on 2008-04-30 16:51:05 as **
  • Optimal sequential kernel detection for dependent processes
    Journal of Statistical Planning and Inference, Vol. 132, No. 1-2. (1 June 2005), pp. 131-147.
    by Ansgar Steland
    posted to time_series svm by jjrodriguez on 2008-04-30 15:49:48 as **
  • Warping the time on data streams
    Data & Knowledge Engineering, Vol. 62, No. 3. (September 2007), pp. 438-458.
    by Paolo Capitani, Paolo Ciaccia
    posted to time_series online dtw by jjrodriguez on 2008-04-30 12:55:58 as **
  • Anytime Classification Using the Nearest Neighbor Algorithm with Applications to Stream Mining
    (2006), pp. 623-632.
    by Ken Ueno, Xiaopeng Xi, Eamonn Keogh, Dah-Jye Lee
    posted to time_series online dtw by jjrodriguez on 2008-04-30 12:49:10 as **
  • On the time series support vector machine using dynamic time warping kernel for brain activity classification
    Cybernetics and Systems Analysis, Vol. 44, No. 1. (27 January 2008), pp. 125-138.
    by W Chaovalitwongse, P Pardalos
    posted to time_series svm invref dtw by jjrodriguez on 2008-04-24 18:42:28 as **
  • Gene selection and classification of microarray data using random forest.
    BMC Bioinformatics, Vol. 7 (2006)
    by R Díaz-Uriarte, S Alvarez de Andrés
    posted to random_forest bioinformatics by jjrodriguez on 2008-04-24 18:23:30 as ** along with 5 people jyuh jfr rdiaz lp2 ptrobajo
  • Subclass Problem-Dependent Design for Error-Correcting Output Codes
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 30, No. 6. (2008), pp. 1041-1054.
    by Sergio Escalera, David M Tax, Oriol Pujol, Petia Radeva, Robert P Duin
    posted to ecoc multiclass by jjrodriguez on 2008-04-22 10:58:33 as **
  • Boosting recombined weak classifiers
    Pattern Recognition Letters, Vol. 29, No. 8. (1 June 2008), pp. 1049-1059.
    by Juan J Rodríguez, Jesús Maudes
    posted to boosting stumps by jjrodriguez on 2008-04-22 09:53:48 as read
  • Using association rules to mine for strong approximate dependencies
    Data Mining and Knowledge Discovery, Vol. 16, No. 3. (17 June 2008), pp. 313-348.
    by Daniel Sánchez, José Serrano, Ignacio Blanco, Maria Martín-Bautista, María-Amparo Vila
    posted to association_rules functional_dependencies by jjrodriguez on 2008-04-21 15:55:18 as ** along with 1 person Pragmatist
  • Mining functional dependencies from data
    Data Mining and Knowledge Discovery, Vol. 16, No. 2. (30 April 2008), pp. 197-219.
    by Hong Yao, Howard Hamilton
    posted to association_rules functional_dependencies by jjrodriguez on 2008-04-21 15:53:57 as **
  • Fast mining of distance-based outliers in high-dimensional datasets
    Data Mining and Knowledge Discovery, Vol. 16, No. 3. (17 June 2008), pp. 349-364.
    by Amol Ghoting, Srinivasan Parthasarathy, Matthew Otey
    posted to outliers by jjrodriguez on 2008-04-21 15:51:33 as **
  • Effective elimination of redundant association rules
    Data Mining and Knowledge Discovery, Vol. 16, No. 2. (30 April 2008), pp. 221-249.
    by James Cheng, Yiping Ke, Wilfred Ng
    posted to association_rules by jjrodriguez on 2008-04-21 15:49:11 as ** along with 1 person Pragmatist
  • Clustering of biological time series by cepstral coefficients based distances
    Pattern Recognition, Vol. 41, No. 7. (July 2008), pp. 2398-2412.
    by Alexios Savvides, Vasilis J Promponas, Konstantinos Fokianos
    posted to clustering time_series by jjrodriguez on 2008-04-10 16:56:45 as **
  • Generative models for similarity-based classification
    Pattern Recognition, Vol. 41, No. 7. (July 2008), pp. 2289-2297.
    by Luca Cazzanti, Maya R Gupta, Anjali J Koppal
    posted to distance nearest_neighbor by jjrodriguez on 2008-04-10 16:48:23 as **
  • Tracking the Best Disjunction
    Mach. Learn., Vol. 32, No. 2. (August 1998), pp. 127-150.
    by Peter Auer, Manfred K Warmuth
    posted to online by jjrodriguez on 2008-04-08 12:28:42 as **
  • Tracking a Small Set of Experts by Mixing Past Posteriors
    Journal of Machine Learning Research, Vol. 3 (November 2002), pp. 363-396.
    by Olivier Bousquet, Manfred K Warmuth
    posted to online by jjrodriguez on 2008-04-08 12:19:26 as **
  • Error-Dependency Relationships for the Naïve Bayes Classifier with Binary Features
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 30, No. 4. (2008), pp. 735-740.
    by Ludmila Kuncheva, Zoe Hoare
    posted to naive_bayes by jjrodriguez on 2008-04-08 09:53:59 as **
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