新規登録 | ログイン | FAQ      [?] 
Recent | Unread | Search | Authors | Tags | Export

sdvillal library [850 articles]

最近 sdvillal さんのライブラリ (優先度順).
  • Growing a multi-class classifier with a reject option
    Pattern Recognition Letters, Vol. 29, No. 10. (15 July 2008), pp. 1565-1570.
    by DMJ Tax, RPW Duin
    posted to rejection-option occ-others multiclass-to-occ ensembles by sdvillal on 2008-07-23 13:38:11 as **
  • The Curse of Highly Variable Functions for Local Kernel Machines
    (2005)
    by Yoshua Bengio, Olivier Delalleau, Nicolas Le Roux
    posted to locality kernel-machines dimension-reduction by sdvillal on 2008-07-15 16:09:15 as **
  • An information-theoretic perspective of tf-idf measures
    Information Processing & Management, Vol. 39, No. 1. (January 2003), pp. 45-65.
    by Akiko Aizawa
    posted to text-classification multimedia-ir by sdvillal on 2008-06-19 12:51:30 as ** along with 6 people and 2 groups irenas yas gridinoc whym seyalas abellogin dbk-lab T_lab
  • Modeling word burstiness using the Dirichlet distribution
    (2005), pp. 545-552.
    by Rasmus E Madsen, David Kauchak, Charles Elkan
    posted to text-classification dirichlet by sdvillal on 2008-06-11 16:03:24 as **
  • Clustering documents with an exponential-family approximation of the Dirichlet compound multinomial distribution
    (2006), pp. 289-296.
    by Charles Elkan
    posted to text-classification dirichlet by sdvillal on 2008-06-11 16:02:18 as **
  • Building Text Classifiers Using Positive and Unlabeled Examples
    (2003)
    by Bing Liu, Yang Dai, Xiaoli Li, Wee S Lee, Philip S Yu
    posted to unsupervised-dr-for-classification text-classification semi-supervised occ-others occ-applications by sdvillal on 2008-06-09 10:23:19 as **
  • Addressing the curse of imbalanced training sets: one-sided selection
    (1997), pp. 179-186.
    by Miroslav Kubat, Stan Matwin
    posted to negative-example-selection imbalanced by sdvillal on 2008-06-04 15:39:16 as ** along with 1 person duke12
  • A practical method for the software fault-prediction
    Information Reuse and Integration, 2007. IRI 2007. IEEE International Conference on (2007), pp. 659-666.
    by Zhan Li, M Reformat
    posted to imbalanced boosting by sdvillal on 2008-06-03 06:42:12 as **
  • Generalization from Observed to Unobserved Features by Clustering
    Journal of Machine Learning Research, Vol. 9 (March 2008), pp. 339-370.
    by Eyal Krupka, Naftali Tishby
    posted to unobserved-features negative-features clustering by sdvillal on 2008-06-02 10:31:33 as ** along with 3 people slygent robotact jjrodriguez
  • Max-margin Classification of Data with Absent Features
    Journal of Machine Learning Research, Vol. 9 (January 2008), pp. 1-21.
    by Gal Chechik, Geremy Heitz, Gal Elidan, Pieter Abbeel, Daphne Koller
    posted to unobserved-features structured-domains by sdvillal on 2008-06-02 10:30:47 as **
  • Computational Methods of Feature Selection (Chapman & Hall/Crc Data Mining and Knowledge Discovery Series)
    (29 October 2007)
    posted to text-classification feature-selection dimension-reduction by sdvillal on 2008-05-21 17:01:02 as ** along with 1 person stefanmeissner
  • The Pyramid Match Kernel: Efficient Learning with Sets of Features
    Journal of Machine Learning Research, Vol. 8 (April 2007), pp. 725-760.
    by Kristen Grauman, Trevor Darrell
    posted to scalability kernel-machines image-processing by sdvillal on 2008-05-21 12:50:35 as ** along with 1 person vinaypn
  • Feature selection for text categorization on imbalanced data
    SIGKDD Explor. Newsl., Vol. 6, No. 1. (June 2004), pp. 80-89.
    by Zhaohui Zheng, Xiaoyun Wu, Rohini Srihari
    posted to text-classification imbalanced feature-selection dimension-reduction by sdvillal on 2008-05-21 10:15:45 as **
  • An Extensive Empirical Study of Feature Selection Metrics for Text Classification
    Journal of Machine Learning Research, Vol. 3 (March 2003), pp. 1289-1305.
    by George Forman
    posted to text-classification imbalanced feature-selection dimension-reduction by sdvillal on 2008-05-21 10:14:53 as ** along with 3 people and 1 group markymaypo pprett eacosta ARTFL
  • Phase transitions and the search problem
    Artificial Intelligence, Vol. 81, No. 1-2. (March 1996), pp. 1-15.
    by Tad Hogg, Bernardo A Huberman, Colin P Williams
    posted to phase-transition by sdvillal on 2008-05-14 14:39:31 as **
  • The Design and Analysis of an Algorithm Portfolio for SAT
    Principles and Practice of Constraint Programming – CP 2007 (2007), pp. 712-727.
    by Lin Xu, Frank Hutter, Holger Hoos, Kevin Leyton-Brown
    posted to sat meta-learning data-mining-general algorithm-portfolio by sdvillal on 2008-05-13 09:12:42 as **
  • Off-the-peg and bespoke classifiers for fraud detection
    Computational Statistics & Data Analysis, Vol. 52, No. 9. (15 May 2008), pp. 4521-4532.
    by Piotr Juszczak, Niall M Adams, David J Hand, Christopher Whitrow, David J Weston
    posted to occ-comparison occ-applications by sdvillal on 2008-05-12 08:37:15 as **
  • Variational Extensions to EM and Multinomial PCA
    (2002), pp. 23-34.
    by Wray L Buntine
    posted to text-classification sets-of-features pca dirichlet dimension-reduction by sdvillal on 2008-05-07 11:01:59 as **
  • Scale-sensitive dimensions, uniform convergence, and learnability
    J. ACM, Vol. 44, No. 4. (July 1997), pp. 615-631.
    by Noga Alon, Shai Ben-David, Nicolò Cesa-Bianchi, David Haussler
    posted to uniform-convergence scale-sensitive ml-foundations learnability generalization by sdvillal on 2008-04-30 13:31:14 as **
  • Reliable Reasoning: Induction and Statistical Learning Theory (Jean Nicod Lectures)
    (01 May 2007)
    by Gilbert Harman, Sanjeev Kulkarni
    posted to ml-philosophy ml-foundations by sdvillal on 2008-04-30 12:55:34 as ** along with 1 person quianominorleo
  • Tutorial on Practical Prediction Theory for Classification
    Journal of Machine Learning Research, Vol. 6 (March 2005), pp. 273-306.
    by John Langford
    posted to ml-foundations learning-bounds error-estimation by sdvillal on 2008-04-24 12:37:12 as **
  • Learning over Sets using Kernel Principal Angles
    Journal of Machine Learning Research, Vol. 4 (October 2003), pp. 913-931.
    by Lior Wolf, Amnon Shashua
    posted to sets-of-features multimedia-ir multi-instance kernel-machines image-processing dimension-reduction cbir by sdvillal on 2008-04-23 11:15:26 as **
  • Abduction and Induction: Essays on their Relation and Integration (Applied Logic Series)
    (30 April 2000)
    posted to abduction ml-foundations ml-philosophy by sdvillal on 2008-04-20 20:19:30 as ** along with 1 person quianominorleo
  • Smart Inductive Generalizations are Abductions
    by J Josephson
    posted to abduction ml-foundations ml-philosophy by sdvillal on 2008-04-20 20:05:20 as ** along with 1 person quianominorleo
  • Integrating abduction and induction in machine learning
    (1997)
    by R Mooney
    posted to abduction ml-foundations ml-philosophy by sdvillal on 2008-04-20 20:02:46 as ** along with 1 person quianominorleo
  • Combining Labeled and Unlabeled Data with Co-training
    (1998)
    by Avrim Blum, Tom Mitchell
    posted to co-training semi-supervised by sdvillal on 2008-04-19 16:17:07 as ** along with 10 people and 2 groups adamsi jdu sugarexpletive markymaypo gangli davidr andi_urra mukundn bpacker gkvas ARTFL tulip
  • Latent Dirichlet Allocation
    Journal of Machine Learning Research, Vol. 3 (January 2003), pp. 993-1022.
    by David M Blei, Andrew Y Ng, Michael I Jordan
    posted to dirichlet proportional-data text-classification by sdvillal on 2008-04-18 10:10:36 as ** along with 7 people rayzhang pdlug mthomure bundschu julianpan vlachmore adamsi
  • 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
  • Ensembles of nested dichotomies for multi-class problems
    (2004)
    by Eibe Frank, Stefan Kramer
    posted to ensembles multiclass occ-for-multiclass by sdvillal on 2008-04-16 12:48:12 as ** along with 1 person girschick
  • Semisupervised learning using feature selection based on maximum density subgraphs
    Systems and Computers in Japan, Vol. 38, No. 9. (2007), pp. 32-43.
    by Yoshiyuki Nakatani, Kuangyi Zhu, Kuniaki Uehara
    posted to dimension-reduction feature-selection learning-on-graphs locality semi-supervised by sdvillal on 2008-04-16 10:01:47 as **
  • Less is More: Compact Matrix Decomposition for Large Sparse Graphs
    (2007)
    by Jimeng Sun, Yinglian Xie, Hui Zhang, Christos Faloutsos
    posted to dimension-reduction graphs learning-on-graphs occ-applications occ-high-dimensional occ-others scalability semi-supervised spectral by sdvillal on 2008-04-16 09:23:18 as ** along with 1 person duce
  • Masquerader Detection Using OCLEP: One-Class Classification Using Length Statistics of Emerging Patterns
    Web-Age Information Management Workshops, 2006. WAIM '06. Seventh International Conference on (2006), pp. 5-5.
    by Lijun Chen, Guozhu Dong
    posted to occ-applications occ-others occ-support-vector by sdvillal on 2008-04-15 11:24:53 as **
  • Matrix Computations (Johns Hopkins Studies in Mathematical Sciences)
    (15 October 1996)
    by Gene H Golub, Charles F Van Loan
    posted to algebra maths numerical-computing by sdvillal on 2008-04-06 11:24:59 as ** along with 11 people and 4 groups burtonwu stanley rpadams davidr joeionnojitsu jekky filippone eyliu sprite bigbossman lcoquelle CMU-HCII Blog_and_Wiki_Research automatic_summarization ASR
  • Numerical Recipes with Source Code CD-ROM 3rd Edition: The Art of Scientific Computing
    (01 September 2007)
    by William H Press, Saul A Teukolsky, William T Vetterling, Brian P Flannery
    posted to numerical-computing by sdvillal on 2008-04-06 11:19:04 as ** along with 1 person pbellec
  • 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
  • Geodesic entropic graphs for dimension and entropy estimation in manifold learning
    Signal Processing, IEEE Transactions on [see also Acoustics, Speech, and Signal Processing, IEEE Transactions on], Vol. 52, No. 8. (2004), pp. 2210-2221.
    by JA Costa, AO Hero
    posted to intrinsic-dimension-estimation by sdvillal on 2008-04-01 15:04:46 as **
  • Feature Extraction: Foundations and Applications (Studies in Fuzziness and Soft Computing)
    (29 August 2006)
    posted to dimension-reduction feature-extraction feature-selection by sdvillal on 2008-04-01 00:23:09 as ** along with 1 person h-chi
  • Convexity, Classification, and Risk Bounds
    Journal of the American Statistical Association, Vol. 101, No. 473. (March 2006), pp. 138-156.
    by Peter L Bartlett, Michael I Jordan, Jon D Mcauliffe
    posted to error-estimation loss-functions ml-foundations by sdvillal on 2008-03-31 23:24:01 as ** along with 1 person and 1 group mdreid Statistical Machine Learning
  • On divergences, surrogate loss functions, and decentralized detection
    (25 Oct 2005)
    by Xuanlong Nguyen, Martin J Wainwright, Michael I Jordan
    posted to error-estimation loss-functions ml-foundations by sdvillal on 2008-03-31 23:23:30 as ** along with 1 person mdreid
  • One-class classifiers : a review and analysis of suitability in the context of mobile-masquerader detection
    South African Computer Journal, Vol. 36 (2006), pp. 29-48.
    by Oleksiy Mazhelis
    posted to occ-applications occ-survey by sdvillal on 2008-03-31 14:11:08 as **
  • Application of LVQ to novelty detection using outlier training data
    Pattern Recognition Letters, Vol. 27, No. 13. (1 October 2006), pp. 1572-1579.
    by Hyoung-Joo Lee, Sungzoon Cho
    posted to occ-neural-networks occ-with-outliers by sdvillal on 2008-03-31 14:07:20 as **
  • The many faces of sequence alignment.
    Brief Bioinform, Vol. 6, No. 1. (March 2005), pp. 6-22.
    by S Batzoglou
    posted to time-series by sdvillal on 2008-03-31 09:33:37 as ** along with 4 people and 2 groups balajis dpollard gjuggler yoanjacquemin Bioinformatics EisenLab
  • The complexity of theorem-proving procedures
    (1971), pp. 151-158.
    by Stephen A Cook
    posted to algorithmics classic-refs seminal by sdvillal on 2008-03-28 20:48:34 as ** along with 6 people eporreca JakubSzymanik stavros bsilverthorn voronov dfabbri
  • 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
  • Alternative Measures of Computational Complexity with Applications to Agnostic Learning
    Theory and Applications of Models of Computation (2006), pp. 231-235.
    by Shai Ben-David
    posted to agnostic-learning algorithmics ml-philosophy natural-optimization by sdvillal on 2008-03-28 10:28:56 as **
  • Random Forests
    Machine Learning, Vol. V45, No. 1. (1 October 2001), pp. 5-32.
    by Leo Breiman
    posted to algorithmic-distance-metrics boosting classic-refs dimension-reduction ensemble-diversity ensembles feature-selection by sdvillal on 2008-03-25 17:00:35 as ** along with 8 people carlk AbnerCYH kaarsinogen amirsaffari maheshj lp2 poluxmoon jdu
  • Novelty detection with constructive probabilistic neural networks
    Neurocomputing, Vol. 71, No. 4-6. (January 2008), pp. 1046-1053.
    by Adriano L Oliveira, Flavio R Costa, Clovis O Filho
    posted to occ-applications occ-nearest-neighbor occ-neural-networks by sdvillal on 2008-03-25 12:06:58 as **
  • Weighted support vector machine for data classification
    Neural Networks, 2005. IJCNN '05. Proceedings. 2005 IEEE International Joint Conference on, Vol. 2 (2005), pp. 859-864 vol. 2.
    by Xulei Yang, Qing Song, A Cao
    posted to imbalanced kernel-machines occ-support-vector occ-with-outliers by sdvillal on 2008-03-25 12:04:44 as **
  • A Unified Subspace Outlier Ensemble Framework for Outlier Detection in High Dimensional Spaces
    (24 May 2005)
    by Zengyou He, Xiaofei Xu, Shengchun Deng
    posted to ensembles occ-applications occ-dimension-reduction occ-high-dimensional occ-others by sdvillal on 2008-03-25 12:02:31 as **
  • Modified support vector novelty detector using training data with outliers
    Pattern Recogn. Lett., Vol. 24, No. 14. (October 2003), pp. 2479-2487.
    by Li J Cao, Heow P Lee, Wai K Chong
    posted to occ-support-vector occ-with-outliers by sdvillal on 2008-03-25 11:53:33 as **
    • 注: このページを引用する時は次のURLでどうぞ: http://www.citeulike.org/user/sdvillal/order/to_read

    Result page: 1 2 3 4 5 6 7 8 9 10 Next RIS BibTeX RSS
    CiteULike organises scholarly (or academic) papers or literature and provides bibliographic (which means it makes bibliographies) for universities and higher education establishments. It helps undergraduates and postgraduates. People studying for PhDs or in postdoctoral (postdoc) positions. The service is similar in scope to EndNote or RefWorks or any other reference manager like BibTeX, but it is a social bookmarking service for scientists and humanities researchers.