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thefillm's library [314 articles]

Recent papers added to thefillm's library.
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  • Real-Time Intrusion Detection System Based on Self-Organized Maps and Feature Correlations
    Convergence and Hybrid Information Technology, 2008. ICCIT '08. Third International Conference on, Vol. 2 (2008), pp. 1154-1158.
    by Hayoung Oh, Kijoon Chae
    posted to som security ids by thefillm on 2008-12-25 00:01:53 as *****
  • Learning Nonlinear Principal Manifolds by Self-Organising Maps
    Principal Manifolds for Data Visualization and Dimension Reduction (2007), pp. 68-95.
    by Hujun Yin
    posted to som_validation som by thefillm on 2008-12-17 14:57:44 as *****
  • UCI Machine Learning Repository
    (2007)
    by A Asuncion, DJ Newman
    posted to dataset by thefillm on 2008-12-03 03:49:15 as **
  • Maximum Likelihood from Incomplete Data via the EM Algorithm
    Journal of the Royal Statistical Society. Series B (Methodological), Vol. 39, No. 1. (1977), pp. 1-38.
    by AP Dempster, NM Laird, DB Rubin
    posted to em clustering by thefillm on 2008-12-03 01:37:27 as ***** along with 55 people and 10 groups NChopin ppeeling zhouyanpharm ejmeij tadao1102 czeller markusd zeppe Maderlock abrentnall cfelipesp jake ingo anoopsarkar gangli rpadams wkw hoangmtbk dragonrez Freyr lukec dheena songhaoyuan amirsaemi j3xucite ecome walkking nandan marrtin tvdbulck MichaelDonoser MikeDoni rwilliamson calamar qq987 ichbins81 petrposik ggorjan shiquanwang lcigler ciga kvorg ifejobi DavidSchulz ykuoka singhsh trop_wizz eddymier schulz stkhu eegilbert weymouth wenhan qwermish iansimon LanguageModeling ilps Statistics_and_Social_Science tulip LTN Computer_Graphics Computational_Information_Geometry csb_journal_club_public Medical Image Analysis and Visualization @ OSU MBLAB
  • Support-vector networks
    Machine Learning, Vol. 20, No. 3. (1995), pp. 273-297.
    by Corinna Cortes, Vladimir Vapnik
    posted to svm classification by thefillm on 2008-12-03 01:16:06 as ***** along with 4 people apostola lp2 jhs4jeb carlk
  • Sur la division des corp materiels en parties
    Bull. Acad. Polon. Sci, Vol. 1 (1956), pp. 801-804.
    by H Steinhaus
    posted to kmeans clustering by thefillm on 2008-12-03 00:37:39 as **
  • Reliable Reasoning: Induction and Statistical Learning Theory (Jean Nicod Lectures)
    (01 May 2007)
    by Gilbert Harman, Sanjeev Kulkarni
    posted to slt induction by thefillm on 2008-12-02 13:42:49 as ***** along with 2 people sdvillal quianominorleo
  • Transductive inference for estimating values of functions
    Advances in Neural Information Processing Systems, Vol. 12 (1999), pp. 421-427.
    by O Chapelle, V Vapnik, J Weston
    posted to universum slt inference by thefillm on 2008-12-02 13:41:00 as ****
  • Inference with the Universum
    (2006), pp. 1009-1016.
    by Jason Weston, Ronan Collobert, Fabian Sinz, Léon Bottou, Vladimir Vapnik
    posted to universum slt inference by thefillm on 2008-12-02 13:30:55 as *****
  • An overview of statistical learning theory
    Neural Networks, IEEE Transactions on, Vol. 10, No. 5. (1999), pp. 988-999.
    by VN Vapnik
    posted to slt by thefillm on 2008-12-02 13:29:51 as ***** along with 17 people and 9 groups sourada A_Olympia yaroslavvb anoopsarkar gangli eme garyfeng arsyed yish sdvillal gane5h dwf atbrew d_burfoot rsantana balduzzi fredguilloux Philosophy_of_Information Blog_and_Wiki_Research tulip ReadingLab astro mathgamespatterns dtl vds-arg eni
  • Statistical Learning Theory: A Primer
    Int. J. Comput. Vision, Vol. 38, No. 1. (June 2000), pp. 9-13.
    by Theodoros Evgeniou, Massimiliano Pontil, Tomaso Poggio
    posted to stl by thefillm on 2008-12-02 13:29:06 as ***** along with 2 people and 1 group yaroslavvb gangli tulip
  • Towards a statistical theory of clustering
    (2005)
    by U von Luxburg, Ben S David
    posted to theory slt clustering by thefillm on 2008-12-02 13:26:37 as **
  • The Mathematics of Learning: Dealing with Data
    Notices of the American Mathematical Society (AMS), Vol. 50, No. 5. (2003), pp. 537-544.
    by T Poggio, S Smale
    posted to machine_learning learning by thefillm on 2008-12-02 13:18:59 as **
  • Combining variable selection with dimensionality reduction
    Computer Vision and Pattern Recognition, 2005. CVPR 2005. IEEE Computer Society Conference on, Vol. 2 (2005), pp. 801-806 vol. 2.
    by L Wolf, S Bileschi
    posted to selection reduction pca by thefillm on 2008-12-02 13:14:39 as ** along with 1 person sdvillal
  • Generalizations of the self-organizing map
    Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on, Vol. 1 (1993), pp. 457-462 vol.1.
    by T Kohonen
    posted to som generalization by thefillm on 2008-12-02 13:10:31 as **
  • Cluster analysis using self-organizing maps and image processing techniques
    Systems, Man, and Cybernetics, 1999. IEEE SMC '99 Conference Proceedings. 1999 IEEE International Conference on, Vol. 5 (1999), pp. 367-372 vol.5.
    by JAF Costa, de Andrade
    posted to som interpretation clustering by thefillm on 2008-12-02 13:08:07 as ****
  • Methods for Interpreting a Self-Organized Map in Data Analysis
    (1998), pp. 185-190.
    by S Kaski, J Nikkila, T Kohonen
    posted to visualisation som interpretation clustering by thefillm on 2008-12-02 13:04:29 as **
  • Enhancing SOM Based Data Visualization
    Vol. 1 (1998), pp. 64-67.
    by J Vesanto, J Himberg, M Siponen, O Simula
    posted to visualisation som interpretation clustering by thefillm on 2008-12-02 12:56:22 as **
  • Clustering method using self-organizing map
    Neural Networks for Signal Processing X, 2000. Proceedings of the 2000 IEEE Signal Processing Society Workshop, Vol. 1 (2000), pp. 261-270 vol.1.
    by M Endo, M Ueno, T Tanabe, M Yamamoto
    posted to som hierarchical_som clustering by thefillm on 2008-12-02 12:46:55 as **
  • A Comparative Analysis of Clustering Methodology and Application for Market Segmentation: K-Means, SOM and a Two-Level SOM
    Foundations of Intelligent Systems (2006), pp. 435-444.
    by Sang-Chul Lee, Ja-Chul Gu, Yung-Ho Suh
    posted to som kmeans interpretation clustering by thefillm on 2008-12-02 12:43:24 as **
  • Self-organizing map as a new method for clustering and data analysis
    Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on, Vol. 3 (1993), pp. 2448-2451 vol.3.
    by Xuegong Zhang, Yanda Li
    posted to som interpretation clustering by thefillm on 2008-12-02 12:40:21 as **
  • Visual feature analysis by the self-organising maps
    Neural Computing & Applications, Vol. 7, No. 3. (1998), pp. 273-286.
    by T Kohonen, E Oja
    posted to som interpretation clustering by thefillm on 2008-12-02 12:38:07 as ****
  • An approach to automated interpretation of SOM
    Advances in Self-Organizing Maps (2001), pp. 89-94.
    by M Siponen, J Vesanto, O Simula, P Vasara
    posted to som kmeans interpretation clustering by thefillm on 2008-12-02 12:35:32 as **
  • Interpreting the Kohonen self-organizing feature map using contiguity-constrained clustering
    Pattern Recognition Letters, Vol. 16, No. 4. (April 1995), pp. 399-408.
    by F Murtagh
    posted to som interpretation clustering by thefillm on 2008-12-02 12:31:37 as *****
  • Analysis of data clusters obtained by self-organizing methods
    Physica A: Statistical Mechanics and its Applications, Vol. 341 (01 October 2004), pp. 547-555.
    by V Gafiychuk, B Datsko, J Izmaylova
    posted to som clustering by thefillm on 2008-12-02 12:27:59 as ****
  • Generalization from Observed to Unobserved Features by Clustering
    The Journal of Machine Learning Research, Vol. 9 (2008), pp. 339-370.
    by E Krupka, N Tishby
    posted to machine_learning clustering by thefillm on 2008-12-02 12:15:13 as **
  • Extending the Kohonen self-organizing map networks for clustering analysis
    Computational Statistics & Data Analysis, Vol. 38, No. 2. (28 December 2001), pp. 161-180.
    by M Kiang
    posted to som_validation som clustering by thefillm on 2008-12-01 19:38:05 as *****
  • Clustering of the self-organizing map
    Neural Networks, IEEE Transactions on, Vol. 11, No. 3. (2000), pp. 586-600.
    by J Vesanto, E Alhoniemi
    posted to som_validation som clustering by thefillm on 2008-12-01 19:36:23 as ***** along with 4 people and 1 group ianturton codex assef zhengzhong Adaptive-Web
  • Clustering of the self-organizing map using a clustering validity index based on inter-cluster and intra-cluster density
    Pattern Recognition, Vol. 37, No. 2. (February 2004), pp. 175-188.
    by S Wu
    posted to som_validation som clustering by thefillm on 2008-12-01 19:34:38 as *****
  • Component-based visual clustering using the self-organizing map
    Neural Networks, Vol. 20, No. 2. (March 2007), pp. 260-273.
    by M Hussain, J Eakins
    posted to som clustering by thefillm on 2008-12-01 19:32:59 as *****
  • On Clustering Validation Techniques
    Journal of Intelligent Information Systems, Vol. 17, No. 2. (1 December 2001), pp. 107-145.
    by Maria Halkidi, Yannis Batistakis, Michalis Vazirgiannis
    posted to validation som_validation clustering by thefillm on 2008-12-01 19:30:14 as **
  • Investigating diversity of clustering methods: An empirical comparison
    Data & Knowledge Engineering, Vol. 63, No. 1. (October 2007), pp. 155-166.
    by Roy Gelbard, Orit Goldman, Israel Spiegler
    posted to som_validation som kmeans comparison clustering by thefillm on 2008-12-01 19:28:27 as **** along with 1 person sithmein
  • Extending the SOM Algorithm to Non-Euclidean Distances via the Kernel Trick
    Neural Information Processing (2004), pp. 150-157.
    by Manuel Martín-Merino, Alberto Muñoz
    posted to som kernel by thefillm on 2008-12-01 19:20:41 as **
  • Kernel self-organising maps for classification
    Neurocomputing, Vol. 69, No. 16-18. (October 2006), pp. 2033-2040.
    by K Lau, H Yin, S Hubbard
    posted to som kernel classification by thefillm on 2008-12-01 19:19:18 as **
  • A Novel Kernel Method for Clustering
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 27, No. 5. (2005), pp. 801-804.
    by F Camastra, A Verri
    posted to svc som_validation kmeans kernel clustering by thefillm on 2008-12-01 19:17:56 as ***** along with 7 people and 2 groups davidr eme dragonrez filippone sdvillal seudonimo_falso vplagnol astro csb_journal_club_public
  • Two topographic maps for data visualisation
    Data Mining and Knowledge Discovery, Vol. 14, No. 2. (April 2007), pp. 207-224.
    by Colin Fyfe
    posted to topology som gtm by thefillm on 2008-12-01 16:51:36 as ****
  • A fast nearest neighbor classifier based on self-organizing incremental neural network
    Neural Networks, Vol. 21, No. 10. (December 2008), pp. 1537-1547.
    by F Shen, O Hasegawa
    posted to som clustering by thefillm on 2008-12-01 16:16:45 as *****
  • Generative or Discriminative? Getting the Best of Both Worlds
    BAYESIAN STATISTICS, No. 8. (2007), pp. 3-24.
    by Julia Lasserre, Christopher M Bishop
    edited by JM Bernardo, MJ Bayarri, JO Berger, AP Dawid, D Heckerman, AFM Smith, M West
    posted to machine_learning by thefillm on 2008-12-01 15:59:00 as **
  • A New Framework for Machine Learning
    Computational Intelligence: Research Frontiers (2008), pp. 1-24.
    by Christopher Bishop
    posted to machine_learning by thefillm on 2008-12-01 15:53:25 as **
  • GTM: The Generative Topographic Mapping
    Neural Computation, Vol. 10, No. 1. (1998), pp. 215-234.
    by CM Bishop, M Svensen, CKI Williams
    posted to som gtm file-import-08-12-01 by thefillm on 2008-12-01 15:35:38 as *****
  • S-Map: A Network with a Simple Self-Organization Algorithm for Generative Topographic Mappings
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS (1998), pp. 549-555.
    by K Kiviluoto, E Oja
    posted to som gtm file-import-08-12-01 by thefillm on 2008-12-01 15:32:56 as *****
  • Fast self-organizing feature map algorithm
    Neural Networks, IEEE Transactions on, Vol. 11, No. 3. (2000), pp. 721-733.
    by Mu-Chun Su, Hsiao-Te Chang
    posted to speed som kmeans by thefillm on 2008-12-01 15:26:43 as ***** along with 1 person zhengzhong
  • Visualisations for Comparing Self-organising Maps
    (2007)
    by Doris Baum
    posted to visualisation som by thefillm on 2008-12-01 15:21:56 as ****
  • Neural and statistical methods for the visualization of multidimensional data
    (2001)
    by A Naud
    posted to visualisation som file-import-08-12-01 by thefillm on 2008-12-01 15:16:16 as **
  • Statistical pattern recognition with neural networks: benchmarking studies
    Neural Networks, 1988., IEEE International Conference on (1988), pp. 61-68 vol.1.
    by T Kohonen, G Barna, R Chrisley
    posted to lvq knn comparison by thefillm on 2008-12-01 15:08:54 as ** along with 1 person rnaylor
  • A comparison of the classification capabilities of the 1-dimensional kohonen neural network with two pratitioning and three hierarchical cluster analysis algorithms
    Psychometrika, Vol. 63, No. 1. (18 March 1998), pp. 5-22.
    by Niels Waller, Heather Kaiser, Janine Illian, Mike Manry
    posted to som comparison clustering by thefillm on 2008-12-01 15:06:09 as ****
  • Statistical Pattern Recognition: A Review
    IEEE Trans. Pattern Anal. Mach. Intell., Vol. 22, No. 1. (January 2000), pp. 4-37.
    by Anil K Jain, Robert PW Duin, Jianchang Mao
    posted to som review machine_learning clustering classification by thefillm on 2008-12-01 15:04:09 as ***** along with 10 people RafaUsyd balicea yama_tah alexmaclennan gane5h polydicht yangxian abominable EJCKelkboom albertleemon
  • Topographic Mappings and Feed-forward Neural Networks
    (1996)
    by ME Tipping
    posted to topology som sammon by thefillm on 2008-12-01 15:01:19 as *****
  • notes Investigating diversity of clustering methods: An empirical comparison
    Data & Knowledge Engineering, Vol. 63, No. 1. (2007)
    by Roy Gelbard, Orit Goldman, Israel Spiegler
    posted to file-import-08-12-01 clustering cluster analysis by thefillm on 2008-12-01 14:53:31 as ****
  • Support vector clustering
    The Journal of Machine Learning Research, Vol. 2 (2002), pp. 125-137.
    by Ben A Hur, D Horn, HT Siegelmann, V Vapnik
    posted to svc file-import-08-12-01 clustering by thefillm on 2008-12-01 14:51:02 as **
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