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Ключевое слово dimensionality-reduction [76 articles]

Recent papers classified by the tag dimensionality-reduction.
  • Graph Embedding and Extensions: A General Framework for Dimensionality Reduction
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 29, No. 1. (2007), pp. 40-51.
    by Shuicheng Yan, Dong Xu, Benyu Zhang, Hong-Jiang Zhang, Qiang Yang, S Lin
    posted to dimensionality-reduction by zoop on 2006-12-07 07:59:01 as ** along with 4 people and 1 group xtizon sdvillal mdreid jung_dalglish Statistical Machine Learning
  • Maximum likelihood discriminant feature spaces
    Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on, Vol. 2 (2000), pp. II1129-II1132 vol.2.
    by G Saon, M Padmanabhan, R Gopinath, S Chen
    posted to audio-features dimensionality-reduction hlda by vitalaswp3 on 2007-06-04 12:38:03 as ** along with 1 person 360varial
  • A Comparative Study of Linear Feature Transformation Techniques for Automatic Speech Recognition
    Vol. 1 (1996), pp. 252-255.
    by T Eisele, Haeb R Umbach, D Langmann
    posted to audio-features dimensionality-reduction linear-discriminant-analysis by vitalaswp3 on 2007-04-19 13:17:35 as **
  • A coordinate-based approach for exploiting temporal-spatial diversity in wireless mesh networks
    (2006), pp. 14-25.
    by Hyuk Lim, Chaegwon Lim, Jennifer C Hou
    posted to dimensionality-reduction mesh rssi by theus on 2007-11-07 09:31:30 as **** along with 4 people and 1 group ccsmith DiegoFerrero jianz gixgax Network-coding
  • Pattern Classification (2nd Edition)
    (21 November 2000)
    by Richard O Duda, Peter E Hart, David G Stork
    posted to book classification dimensionality-reduction pattern pca by theus on 2007-06-21 12:10:40 as read along with 35 people and 10 groups misovalko thefillm pdlug JoSeK thsant mhaller gyuli carueda xtizon leidner 1puumu jekky balajis buescher76 balicea sdvillal pbellec ctacmo jclau bigbossman brunomelo ddos mattjb zeppe dimatura abellogin singhsh haiyeong napvasconcelos ecome matjes sidr yaroslavvb tgyork middell CMU-HCII Blog_and_Wiki_Research automatic_summarization video_retrieval ASR AI ComplexAdaptiveSystems RiSE DSTO-CAS Medical Image Analysis and Visualization @ OSU
  • Diffusion maps and coarse-graining: a unified framework for dimensionality reduction, graph partitioning, and data set parameterization
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 28, No. 9. (2006), pp. 1393-1403.
    by S Lafon, AB Lee
    posted to clustering dimensionality-reduction random-walk unification by sterovetta on 2007-04-16 22:15:13 as ** along with 2 people bigbossman pthimon
  • Nonlinear dimensionality reduction by locally linear embedding
    (2000)
    by S Roweis, L Saul
    posted to dimensionality dimensionality-reduction embedding linear nonlinear by scis0000001 on 2006-10-12 13:35:11 as ** along with 1 person ntbinh
  • Graph Embedding: A General Framework for Dimensionality Reduction
    (2005), pp. 830-837.
    by Shuicheng Yan, Dong Xu, Benyu Zhang, Hong-Jiang Zhang
    posted to dimensionality-reduction embedding graph by scis0000001 on 2006-10-12 13:36:35 as **
  • A duality view of spectral methods for dimensionality reduction
    (2006), pp. 1041-1048.
    by Lin Xiao, Jun Sun, Stephen Boyd
    posted to dimensionality-reduction by rsantana on 2008-04-17 23:04:00 as ** along with 6 people and 1 group haidai mthomure sdvillal mdreid sugarexpletive mctor Statistical Machine Learning
  • Representation is Representation of Similarities (with commentary)
    Behavioral and Brain Sciences, Vol. 21, No. CS96-08. (January, 1998), pp. 449-498.
    by S Edelman
    posted to 3r 4i categorization chorus-of-fragments dimensionality-reduction distal generalization-memory-based invariance isomorphism isomorphism-second-order mapping measurement novelty-detection pandemonium perception probability proximal representation representation-veridical similarity theory-cof by paulclinger on 2006-06-03 06:17:42 as read along with 1 person dcgs
  • Summarizing Complexity in High Dimensions
    Physical Review Letters, Vol. 94, No. 9. (2005)
    by Karl Young, Yue Chen, John Kornak, Gerald B Matson, Norbert Schuff
    posted to dimensionality-reduction dynamics entropy information spacetime statistics by nurban on 2008-08-20 14:39:54 as ** along with 1 person qwermish
  • Automated Generation of Reduced Stochastic Weather Models I: Simultaneous Dimension and Model Reduction for Time Series Analysis
    Multiscale Modeling & Simulation, Vol. 6, No. 4. (2008), pp. 1125-1145.
    by Illia Horenko, Rupert Klein, Stamen Dolaptchiev, Christof Schütte
    posted to climate dimensionality-reduction eof hmm model prediction statistics stochastic time-series weather by nurban on 2008-01-09 19:25:20 as ** along with 1 person and 1 group sobolevnrm baker-group
  • Reducing the Dimensionality of Data with Neural Networks
    Science, Vol. 313, No. 5786. (28 July 2006), pp. 504-507.
    by GE Hinton, RR Salakhutdinov
    posted to autoencoder dimensionality-reduction machine-learning neural-network by neilh on 2006-11-14 22:32:07 as ** along with 18 people and 9 groups zheaton brian pdlug ana barry garyfeng mrkrause yama_tah sdvillal dwf jwdietrich rgb mp4man josepe marcusfrean robincha ygarb ancechu structural_bioinformatics ReadingLab MathBio Bioinformatics Cybernetics pileWorks S-Lab Biomedical_Cybernetics AQUA-FONTIS-Study
  • notes Multidimensional Similarity Structure Analysis
    (02 July 1987)
    by I Borg, J Lingoes
    posted to dimensionality-reduction machine-learning by mthomure on 2008-07-10 04:12:22 as **
  • A global geometric framework for nonlinear dimensionality reduction
    Science, Vol. 290, No. 5500. (22 December 2000), pp. 2319-2323.
    by JB Tenenbaum, V de Silva, JC Langford
    posted to dimensionality-reduction machine-learning by mthomure on 2008-03-26 20:24:58 as **** along with 16 people and 4 groups egozi aufrank k12u yas metamerist yama_tah tag sdvillal dgront voiklis dwf DavidSchulz teesid jung_dalglish mctor matjes ur-cls T_lab metric_embeddings ColDyn
  • notes FastMap: a fast algorithm for indexing, data-mining and visualization of traditional and multimedia datasets
    (1995), pp. 163-174.
    by Christos Faloutsos, King-Ip Lin
    posted to dimensionality-reduction by mthomure on 2008-04-15 02:58:48 as **
  • Discriminant analysis by Gaussian mixtures
    Journal of the Royal Statistical Society series B, Vol. 58 (1996), pp. 158-176.
    by T Hastie, R Tibshirani
    posted to dimensionality-reduction by mmunson on 2007-11-13 18:24:20 as ** along with 1 person timyee
  • Generalized spectral bounds for sparse LDA
    (2006), pp. 641-648.
    by Baback Moghaddam, Yair Weiss, Shai Avidan
    posted to dimensionality-reduction discriminant-analysis feature-extraction sparsity by mmunson on 2008-03-19 15:41:18 as ***
  • Sparse ICA for blind separation of transmitted and reflected images
    International Journal of Imaging Systems and Technology, Vol. 15, No. 1. (2005), pp. 84-91.
    by Alexander M Bronstein, Michael M Bronstein, Michael Zibulevsky, Yehoshua Y Zeevi
    posted to dimensionality-reduction independent-component-analysis sparsity by mmunson on 2008-03-21 03:09:41 as * along with 1 person ganeshrnaik
  • Supervised Independent Component Analysis with Class Information
    Neural Information Processing (2004), pp. 1052-1057.
    by Manabu Kotani, Hiroki Takabatake, Seiichi Ozawa
    posted to dimensionality-reduction independent-component-analysis neural-networks supervised by mmunson on 2008-03-20 23:42:59 as **
  • Conditionally independent component analysis for supervised feature extraction
    Neurocomputing, Vol. 49, No. 1-4. (December 2002), pp. 139-150.
    by Shotaro Akaho
    posted to dimensionality-reduction independent-component-analysis information-theory supervised by mmunson on 2008-03-21 00:15:17 as **
  • Information-theoretic co-clustering
    (2003), pp. 89-98.
    by Inderjit S Dhillon, Subramanyam Mallela, Dharmendra S Modha
    posted to clustering dimensionality-reduction information-theory by mmunson on 2007-02-18 04:42:43 as ** along with 6 people mapio jekky ngrandy koles Simplicity burtonwu
  • Supervised independent component analysis by maximizing relative entropy
    Signal Processing, 2004. Proceedings. ICSP '04. 2004 7th International Conference on, Vol. 2 (2004), pp. 1593-1596 vol.2.
    by Yaping Huang, Siwei Luo, Yingjian Qi
    posted to dimensionality-reduction independent-component-analysis information-theory supervised by mmunson on 2008-03-20 23:54:20 as **
  • Minimum redundancy feature selection from microarray gene expression data
    Bioinformatics Conference, 2003. CSB 2003. Proceedings of the 2003 IEEE (2003), pp. 523-528.
    by C Ding, H Peng
    posted to dimensionality-reduction by mmunson on 2007-02-18 04:53:27 as **
  • Lococode
    by Sepp Hochreiter, Jürgen Schmidhuber
    posted to dimensionality-reduction minimum-description-length neural-networks by mmunson on 2007-09-13 20:01:18 as ***
  • Supervised dimensionality reduction using mixture models
    (2005), pp. 768-775.
    by Sajama, Alon Orlitsky
    posted to dimensionality-reduction feature-extraction by mmunson on 2007-05-01 20:11:12 as ***
  • notes Learning as Formation of Low-Dimensional Representation Spaces
    by Shimon Edelman, Nathan Intrator
    posted to dimensionality-reduction by mmunson on 2007-11-07 19:10:45 as **
  • An empirical comparison of dimensionality reduction techniques for pattern classification
    Artificial Neural Networks — ICANN'97 (1997), pp. 589-594.
    by Thiagarajan Balachander, Ravi Kothari, Hernani Cualing
    posted to comparison dimensionality-reduction feature-extraction by mmunson on 2007-11-14 08:08:21 as **
  • Dimensionality Reduction of Clustered Data Sets
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 30, No. 3. (2008), pp. 535-540.
    by Guido Sanguinetti
    posted to clustering dimensionality-reduction statistics by microserf on 2008-03-04 13:33:57 as ** along with 2 people jjrodriguez tdhollan
  • Independent Component Analysis
    (01 May 2001)
    by Aapo Hyvarinen, Juha Karhunen, Erkki Oja
    posted to dimensionality-reduction by metamerist on 2006-01-05 23:34:38 as ** along with 11 people and 2 groups jelsas eme garyfeng sdvillal bigbossman pervane perfe brianmc fredguilloux archerC ganeshrnaik ReadingLab astro
  • Data clustering by ant colony on a digraph
    Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on, Vol. 3 (2005), pp. 1686-1692 Vol. 3.
    by Ling Chen, Li Tu, Hong-Jian Chen
    posted to clustering dimensionality-reduction by metamerist on 2006-07-10 17:32:11 as *** along with 3 people balicea deynard scliang
  • notes Learning Mixtures of Gaussians
    (1999)
    by Sanjoy Dasgupta
    posted to clustering dimensionality-reduction by kaineci on 2007-04-27 02:47:36 as ***** along with 2 people and 1 group jelsas gangli tulip
  • Projections for efficient document clustering
    (1997)
    by H Schutze, H Silverstein
    posted to clustering dimensionality-reduction document lsi by jelsas on 2005-04-10 18:32:13 as read along with 2 people derek karipuf
  • notes Concept Decompositions for Large Sparse Text Data Using Clustering
    Machine Learning, Vol. 42, No. 1/2. (2001), pp. 143-175.
    by Inderjit S Dhillon, Dharmendra S Modha
    posted to clustering dimensionality-reduction lsi by jelsas on 2005-02-24 20:26:09 as read along with 1 person and 1 group shilad GroupLens
  • Random projection in dimensionality reduction: applications to image and text data
    (2001), pp. 245-250.
    by Ella Bingham, Heikki Mannila
    posted to dimensionality-reduction by jelsas on 2005-04-18 02:53:57 as read along with 2 people yama_tah whym
  • Independent components in text
    (1999)
    by T Kolenda, L Hansen
    posted to dimensionality-reduction document ica by jelsas on 2005-04-10 19:00:16 as read along with 1 person and 1 group garyfeng ReadingLab
  • Beyond Independent Components: Trees and Clusters
    Journal of Machine Learning Research, Vol. 4, No. 7-8., 1205.
    by Francis R Bach, Michael I Jordan
    posted to dimensionality-reduction feature-selection ica by jelsas on 2005-03-27 21:59:24 as **** along with 7 people and 2 groups lwilliams jtextori ingo gangli olivierbousquet tpfingst garyfeng tulip ReadingLab
  • notes Experiments with Random Projection
    (2000), pp. 143-151.
    by Sanjoy Dasgupta
    posted to dimensionality-reduction by jelsas on 2005-04-06 15:59:20 as **** along with 1 person kaineci
  • Unsupervised learning of image manifolds by semidefinite programming
    Computer Vision and Pattern Recognition, 2004. CVPR 2004. Proceedings of the 2004 IEEE Computer Society Conference on, Vol. 2 (2004), pp. II-988-II-995 Vol.2.
    by KQ Weinberger, LK Saul
    posted to dimensionality-reduction by bpacker to the group vision-ng on 2007-08-13 18:15:28 as read along with 1 person teesid
  • Nonlinear dimensionality reduction by semidefinite programming and kernel matrix factorization
    (2005)
    by W Weinberger, B Packer, L Saul
    posted to dimensionality-reduction by bpacker to the group vision-ng on 2007-08-13 18:29:12 as read
  • Learning a kernel matrix for nonlinear dimensionality reduction
    (2004)
    by Kilian Q Weinberger, Fei Sha, Lawrence K Saul
    posted to dimensionality-reduction by bpacker to the group vision-ng on 2007-08-13 18:23:03 as read along with 2 people sdvillal jccaicedo
  • Laplacian Eigenmaps for dimensionality reduction and data representation
    Neural Computation, Vol. 15, No. 6. (June 2003), pp. 1373-1396.
    by Mikhail Belkin, Partha Niyogi
    posted to dimensionality-reduction by filippone on 2007-03-16 15:47:13 as ** along with 1 person sdvillal
  • Nonlinear Dimensionality Reduction by Locally Linear Embedding
    Science, Vol. 290, No. 5500. (22 December 2000), pp. 2323-2326.
    by Sam T Roweis, Lawrence K Saul
    posted to dimensionality-reduction by filippone on 2007-03-16 15:46:19 as ** along with 17 people and 4 groups egozi yaroslavvb gangli yas yama_tah tag sdvillal dgront walkking jguinney kenji4569 DavidSchulz mdramirez mctor amargoli matjes eddymier tulip T_lab metric_embeddings Computer_Graphics
  • A Review of Dimension Reduction Techniques
    No. CS--96--09. (January 1997)
    by Miguel
    posted to dimensionality-reduction review by DavidSchulz on 2007-12-04 15:56:07 as ** along with 1 person sdvillal
  • A Survey of Dimension Reduction Techniques
    by Imola Fodor
    posted to dimensionality-reduction ica pca review by DavidSchulz on 2007-12-04 15:02:28 as ***
  • Data dimensionality estimation methods: a survey
    Pattern Recognition, Vol. 36, No. 12. (December 2003), pp. 2945-2954.
    by Francesco Camastra
    posted to dimensionality-reduction survey by DavidSchulz on 2007-12-04 15:35:10 as ***
  • Encoding a temporally structured stimulus with a temporally structured neural representation
    Nature Neuroscience, Vol. 8, No. 11. (16 October 2005), pp. 1568-1576.
    by Stacey L Brown, Joby Joseph, Mark Stopfer
    posted to dimensionality-reduction lle neural-encoding olfactory by DavidSchulz on 2007-11-29 14:58:16 as **** along with 2 people bayesian fbaroni
  • A self-organizing principle for learning nonlinear manifolds
    Proceedings of the National Academy of Sciences, Vol. 99, No. 25. (10 December 2002), pp. 15869-15872.
    by Dimitris K Agrafiotis, Huafeng Xu
    posted to dimensionality-reduction nonlinear by DavidSchulz on 2007-12-04 17:03:54 as ** along with 1 group GomezLab
  • Experimental Evaluation of Latent Variable Models for Dimensionality Reduction
    by Miguel, Steve Renals
    posted to dimensionality-reduction latent-variable by DavidSchulz on 2007-12-04 18:19:51 as ***
  • Independent component analyses for quantifying neuronal ensemble interactions
    Journal of Neuroscience Methods, Vol. 94, No. 1. (15 December 1999), pp. 141-154.
    by Mark Laubach, Marshall Shuler, Miguel A Nicolelis
    posted to case1 dimensionality-reduction ica neural-ensembles pca static by DavidSchulz on 2007-12-03 15:12:59 as ***
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