sdvillal's distance-metrics [54 articles] Export Sort

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	Enhanced supervised locally linear embedding [My Copy] Pattern Recognition Letters (23 May 2009) by Shi-Qing Zhang posted to dimension-reduction distance-metrics metric-learning non-linear supervised-adaptation by sdvillal on 2009-06-03 12:10:50 as
	Nearest Neighbors in High-Dimensional Data: The Emergence and Influence of Hubs [My Copy] In ICML: International Conference of Machine Learning (2009) by Milos Radovanovic, Alexandros Nanopoulos, Mirjana Ivanovic posted to concentration-of-measure distance-metrics high-dimensionality nearest-neighbors by sdvillal on 2009-05-21 18:36:09 as
	Similarity-based Classification: Concepts and Algorithms [My Copy] Journal of Machine Learning Research, Vol. 10 (March 2009), pp. 747-776. by Yihua Chen, Eric K. Garcia, Maya R. Gupta, Ali Rahimi, Luca Cazzanti posted to classification datasets distance-metrics local-learning locality loss-functions by sdvillal on 2009-04-09 19:33:19 as along with 1 person jjrodriguez
	Distance Metric Learning for Large Margin Nearest Neighbor Classification [My Copy] Journal of Machine Learning Research, Vol. 10 (February 2009), pp. 207-244. by Kilian Q. Weinberger, Lawrence K. Saul posted to distance-metrics local-learning by sdvillal on 2009-03-16 19:24:10 as along with 2 people and 1 group aberlan caicai GIAA -- UC3M
	Weighted Mahalanobis Distance Kernels for Support Vector Machines [My Copy] Neural Networks, IEEE Transactions on In Neural Networks, IEEE Transactions on, Vol. 18, No. 5. (2007), pp. 1453-1462. by Defeng Wang, D. S. Yeung, E. C. Tsang posted to clustering distance-metrics kernel-machines locality occ-preprocessing by sdvillal on 2009-01-02 10:59:26 as
	Some Distance Properties of Latent Root and Vector Methods Used in Multivariate Analysis [My Copy] Biometrika, Vol. 53 (1966), pp. 325-338. by J. C. Gower posted to algebra distance-metrics geometry mds pca by sdvillal on 2008-03-19 12:18:30 as
	Properties of Euclidean and non-Euclidean distance matrices [My Copy] Linear Algebra and its Applications, Vol. 67 (June 1985), pp. 81-97. by J. C. Gower posted to algebra distance-metrics by sdvillal on 2008-03-10 18:20:15 as
	Linear-Time Computation of Similarity Measures for Sequential Data [My Copy] Journal of Machine Learning Research, Vol. 9 (January 2008), pp. 23-48. by Konrad Rieck, Pavel Laskov posted to distance-metrics scalability time-series by sdvillal on 2008-02-09 18:43:49 as along with 2 people matthieurudaz soramame_0518
	Distance metric learning with kernels [My Copy] (2003) by I. Tsang, J. Kwok posted to dimension-reduction distance-metrics feature-selection by sdvillal on 2007-12-08 16:53:45 as along with 2 people scis0000001 eacosta
	Dissimilarity measures in feature space [My Copy] Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on In Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on, Vol. 5 (2004), pp. V-473-6 vol.5. by F. Desobry, M. Davy posted to distance-metrics occ-applications occ-support-vector by sdvillal on 2007-09-25 15:22:57 as
	Distance metric learning, with application to clustering with side-information [My Copy] (2003) by E. Xing, A. Ng, M. Jordan, S. Russell posted to clustering distance-metrics by sdvillal on 2007-08-01 15:31:57 as along with 1 person babakap
	Metric Learning for Kernel Regression [My Copy] In Eleventh International Conference on Artificial Intelligence and Statistics (2007), pp. 608-615. by Kilian Weinberger, Gerald Tesauro edited by Marina Meila, Xiaotong Shen posted to distance-metrics by sdvillal on 2007-07-30 13:14:16 as
	Discriminant Adaptive Nearest Neighbor Classification and Regression [My Copy] In Advances in Neural Information Processing Systems, Vol. 8 (1996), pp. 409-415. by Trevor Hastie, Robert Tibshirani edited by David S. Touretzky, Michael C. Mozer, Michael E. Hasselmo posted to distance-metrics locality by sdvillal on 2007-07-29 22:38:45 as along with 1 person Ferran
	Optimal dimensionality of metric space for classification [My Copy] In ICML '07: Proceedings of the 24th international conference on Machine learning (2007), pp. 1135-1142. by Wei Zhang, Xiangyang Xue, Zichen Sun, Yue-Fei Guo, Hong Lu posted to distance-metrics intrinsic-dimension-estimation by sdvillal on 2007-07-28 16:43:02 as along with 2 people cholwich jung_dalglish
	Learning distance function by coding similarity [My Copy] In ICML '07: Proceedings of the 24th international conference on Machine learning (2007), pp. 65-72. by Aharon B. Hillel, Daphna Weinshall posted to distance-metrics by sdvillal on 2007-07-28 16:40:58 as along with 1 person ciga
	Dirichlet aggregation: unsupervised learning towards an optimal metric for proportional data [My Copy] In ICML '07: Proceedings of the 24th international conference on Machine learning (2007), pp. 959-966. by Hua-Yan Wang, Hongbin Zha, Hong Qin posted to dimension-reduction distance-metrics proportional-data by sdvillal on 2007-07-28 16:39:48 as
	A transductive framework of distance metric learning by spectral dimensionality reduction [My Copy] In ICML '07: Proceedings of the 24th international conference on Machine learning (2007), pp. 513-520. by Fuxin Li, Jian Yang, Jue Wang posted to dimension-reduction distance-metrics by sdvillal on 2007-07-28 16:15:00 as
	Approximation of Utility Functions by Learning Similarity Measures [My Copy] Logic versus Approximation (2004), pp. 150-172. by Armin Stahl posted to distance-metrics by sdvillal on 2007-07-27 18:25:32 as
	The utility of feature weighting in nearest-neighbor algorithms [My Copy] (1997) by R. Kohavi, P. Langley, Y. Yun posted to dimension-reduction distance-metrics feature-selection by sdvillal on 2007-07-27 18:19:25 as along with 1 person xamat
	Information-theoretic metric learning [My Copy] In ICML '07: Proceedings of the 24th international conference on Machine learning (2007), pp. 209-216. by Jason V. Davis, Brian Kulis, Prateek Jain, Suvrit Sra, Inderjit S. Dhillon posted to distance-metrics by sdvillal on 2007-07-21 14:32:02 as along with 4 people jekky teesid jung_dalglish jsr
	Exact indexing of dynamic time warping [My Copy] Knowledge and Information Systems, Vol. 7, No. 3. (March 2005), pp. 358-386. by Eamonn Keogh, Chotirat A. Ratanamahatana posted to acii-2007 distance-metrics time-series by sdvillal on 2007-06-25 11:44:02 as along with 3 people seninp lemire lptolik
	Distance measures for signal processing and pattern recognition [My Copy] Signal Process., Vol. 18, No. 4. (December 1989), pp. 349-369. by M. Basseville posted to distance-metrics by sdvillal on 2007-04-30 13:26:43 as along with 1 person atbrew
	The similarity metric [My Copy] In SODA '03: Proceedings of the fourteenth annual ACM-SIAM symposium on Discrete algorithms (2003), pp. 863-872. by Ming Li, Xin Chen, Xin Li, Bin Ma, Paul Vitányi posted to distance-metrics by sdvillal on 2007-04-30 13:26:35 as along with 3 people mdobrink mycitation atbrew
	Everything you know about dynamic time warping is wrong [My Copy] In 3rd Workshop on Mining Temporal and Sequential Data, in conjunction with the 10th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2004) (2004) by C. A. Ratanamahatana, E. Keogh posted to acii-2007 distance-metrics time-series by sdvillal on 2007-04-19 22:35:46 as
	Scaling and time warping in time series querying [My Copy] In VLDB '05: Proceedings of the 31st international conference on Very large data bases (2005), pp. 649-660. by Ada Wai chee Fu, Eamonn Keogh, Leo Yung Hang Lau, Chotirat A. Ratanamahatana posted to acii-2007 distance-metrics time-series by sdvillal on 2007-04-19 22:19:53 as along with 1 person seninp
	A Modified Value Difference Metric Kernel for Context-Dependent Classification Tasks [My Copy] Machine Learning and Cybernetics, 2006 International Conference on (2006), pp. 3432-3437. by Feng Liu, B. Vanschoenwinkel, Yi-Fei Chen, B. Manderick posted to distance-metrics by sdvillal on 2007-04-09 11:33:35 as
	Toward Robust Distance Metric Analysis for Similarity Estimation [My Copy] In CVPR '06: Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (2006), pp. 316-322. by Jie Yu, Qi Tian, Jaume Amores, Nicu Sebe posted to boosting dimension-reduction distance-metrics ensembles feature-selection by sdvillal on 2007-03-24 12:44:36 as
	Toward improved ranking metrics [My Copy] Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 22, No. 10. (2000), pp. 1132-1143. by N. Sebe, M. S. Lew, D. P. Huijsmans posted to distance-metrics by sdvillal on 2007-03-18 15:27:59 as
	Real-time computerized annotation of pictures [My Copy] In MULTIMEDIA '06: Proceedings of the 14th annual ACM international conference on Multimedia (2006), pp. 911-920. by Jia Li, James Z. Wang posted to distance-metrics image-processing multimedia-ir occ-applications occ-statistical by sdvillal on 2007-03-11 10:47:33 as along with 3 people autrusseau-f mthomure Mohan-S
	Improving Embeddings by Flexible Exploitation of Side Information [My Copy] In Proceedings of the 20th International Joint Conference on Artificial Intelligence (IJCAI-07) (2007) by Ali Ghodsi, Dana Wilkinson, Finnegan Southey posted to dimension-reduction distance-metrics spectral by sdvillal on 2007-03-08 20:09:53 as
	One-Class LP Classifier for Dissimilarity Representations [My Copy] In Advances in Neural Information Processing Systems 15 (2003), pp. 761-768. by E. Pekalska, D. M. J. Tax, R. P. W. Duin edited by Thrun, K. Obermayer posted to distance-metrics occ-applications occ-others by sdvillal on 2007-02-28 21:21:13 as
	An Efficient Algorithm for Local Distance Metric Learning. [My Copy] In AAAI (2006) by Liu Yang, Rong Jin, Rahul Sukthankar, Yi Liu posted to distance-metrics locality by sdvillal on 2007-02-28 12:53:52 as
	A Dissimilarity Measure for Clustering High- and Infinite Dimensional Data that Satisfies the Triangle Inequality [My Copy] by E. Socolovsky posted to clustering distance-metrics by sdvillal on 2007-02-28 12:50:57 as
	Evaluating similarity measures: a large-scale study in the orkut social network [My Copy] In KDD '05: Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining (2005), pp. 678-684. by Ellen Spertus, Mehran Sahami, Orkut Buyukkokten posted to distance-metrics by sdvillal on 2007-02-28 12:33:31 as along with 8 people and 1 group imrchen dingfei fernand0 sudhira naufraghi furykerry tnhh Tronhus Community_SSTZ
	Distance Metric Learning: A Comprehensive Survey [My Copy] (19 May 2006) by Liu Yang posted to dimension-reduction distance-metrics spectral by sdvillal on 2007-02-28 12:01:50 as
	Learning Distance Metrics for Interactive Search-Assisted Diagnosis of Mammograms [My Copy] In SPIE Medical Imaging (2007) by L. Yang, R. Jin, R. Sukthankar, et al.B. Zheng, L. Mummert, M. Satyanarayanan, M. Chen, D. Jukic posted to distance-metrics ensembles medical-imaging by sdvillal on 2007-02-27 12:23:19 as
	Improving similarity measures of histograms using smoothing projections [My Copy] Pattern Recognition Letters, Vol. 24, No. 12. (August 2003), pp. 2009-2019. by Joni-Kristian Kamarainen, Ville Kyrki, Jarmo Ilonen, Heikki Kalviainen posted to distance-metrics locality by sdvillal on 2007-02-27 11:34:07 as
	Novelty Detection Based on Spectral Similarity of Songs [My Copy] In ISMIR (2005), pp. 260-263. by Arthur Flexer, Elias Pampalk, Gerhard Widmer posted to distance-metrics occ-applications occ-others by sdvillal on 2007-02-21 20:14:08 as
	On Complementarity of Cluster and Outlier Detection Schemes [My Copy] : Data Warehousing and Knowledge Discovery In Data Warehousing and Knowledge Discovery (2003), pp. 234-243. by Zhixiang Chen, Ada W. Fu, Jian Tang posted to clustering distance-metrics locality occ-others by sdvillal on 2007-02-18 20:53:00 as along with 1 person suizan
	Distance-based outliers: algorithms and applications [My Copy] The VLDB Journal, Vol. 8, No. 3-4. (2000), pp. 237-253. by Edwin M. Knorr, Raymond T. Ng, Vladimir Tucakov posted to distance-metrics locality occ-others by sdvillal on 2007-02-18 20:36:14 as
	Clustering via kernel decomposition [My Copy] Neural Networks, IEEE Transactions on, Vol. 17, No. 1. (2006), pp. 256-264. by A. Szymkowiak-Have, M. A. Girolami, J. Larsen posted to distance-metrics spectral by sdvillal on 2007-02-16 17:56:37 as
	Data clustering: a review [My Copy] ACM Comput. Surv., Vol. 31, No. 3. (September 1999), pp. 264-323. by A. K. Jain, M. N. Murty, P. J. Flynn posted to clustering distance-metrics by sdvillal on 2007-02-16 11:21:28 as along with 65 people and 15 groups senseable-urb krapnik ulmer emailhy erikv thegoose urvoy stharward thefillm operon avoregnitiv fer votis pick600 pbk nhoussos qwermish svozil takeha-e eabait mthomure mercutio egh ericyu karbak dgruiz pdlug thsant mapio mhay davidbrooks imouthesmp dfrankow rahul marcius stagediver sterovetta sangeetha chadhogg dgront styliani alexhofmann gane5h ianturton bigbossman perceptron allmensch aviad_work julianpan atbrew sugarexpletive KillianKay mkolar sajan dvisoin theodora jcsilva furykerry koles paulovn AbnerCYH tnhh flaviovdf dragonrez iraklis elan video_retrieval kdl GroupLens Bioinformatics SRL insilicodrug BioinfoCIPF SGU-CIPF MScResearchRessources NDSiTransitRessources NDS106ProjectRessources NDSIntraVehicularResearch ahat Community_SSTZ
	On Generalized Weighted Divergence Measures [My Copy] by Inder J. Taneja posted to distance-metrics by sdvillal on 2007-02-08 18:04:59 as
	The Dissimilarity Representation for Pattern Recognition: Foundations And Applications (Machine Perception and Artificial Intelligence) [My Copy] (23 December 2005) by Elzbieta Pekalska, Robert P. W. Duin posted to acii-2007 dimension-reduction distance-metrics featureless occ-others semi-supervised by sdvillal on 2007-01-22 14:29:48 as
	Experiments with a featureless approach to pattern recognition [My Copy] Pattern Recogn. Lett., Vol. 18, No. 11-13. (1997), pp. 1159-1166. by Robert P. W. Duin, Dick de Ridder, David M. J. Tax posted to featureless distance-metrics by sdvillal on 2007-01-22 11:05:57 as along with 2 people drivard tgyork
	Cluster kernels for semi-supervised learning [My Copy] In NIPS, Vol. 15 (2003) by O. Chapelle, J. Weston, B. Schölkopf posted to semi-supervised distance-metrics by sdvillal on 2007-01-19 14:34:20 as along with 1 person scis0000001
	Taming the Curse of Dimensionality in Kernels and Novelty Detection [My Copy] Advances in Soft Computing : Applied Soft Computing Technologies: The Challenge of Complexity In Advances in Soft Computing : Applied Soft Computing Technologies: The Challenge of Complexity (2006), pp. 425-438. by Paul F. Evangelista, Mark J. Embrechts, Boleslaw K. Szymanski posted to dimension-reduction distance-metrics occ-others occ-support-vector by sdvillal on 2006-12-04 12:42:38 as
	Learning a Similarity Metric Discriminatively, with Application to Face Verification [My Copy] In CVPR '05: Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 (2005), pp. 539-546. by Sumit Chopra, Raia Hadsell, Yann Lecun posted to dimension-reduction distance-metrics by sdvillal on 2006-11-09 12:15:07 as
	Adjustment Learning and Relevant Component Analysis [My Copy] In ECCV '02: Proceedings of the 7th European Conference on Computer Vision-Part IV (2002), pp. 776-792. by Noam Shental, Tomer Hertz, Daphna Weinshall, Misha Pavel posted to dimension-reduction distance-metrics multimedia-ir by sdvillal on 2006-11-09 12:03:53 as along with 1 person awg2
	The support vector decomposition machine [My Copy] In ICML '06: Proceedings of the 23rd international conference on Machine learning (2006), pp. 689-696. by Francisco Pereira, Geoffrey Gordon posted to dimension-reduction distance-metrics by sdvillal on 2006-10-23 16:55:02 as

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occ-applications	265
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occ-others	138
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occ-statistical	72
spectral	63
kernel-machines	62
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locality	49
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image-processing	15
occ-nearest-neighbor	15
calibration	15
multilabel	14
occ-dimension-reduction	14
algorithmics	14
occ-parameter-fitting	13
imbalanced	13
high-dimensionality	13
occ-comparison	13
autoencoders	12
data-mining-general	11
evaluation-methodology	11
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ica	10
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pca	10
occ-to-multiclass	9
bayesian-learning	9
neural-networks	9
manufacturing	9
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local-learning	8
pca-computation	6
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computer-science	3
education	3
consistency	3
occ-for-multiclass	3
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occ-with-unlabelled	3
generalization	3
transduction	3
learning-on-graphs	3
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maths	3
test-time-inference	3
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oca	2
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featureless	2
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sat	1
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seminal	1
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sdvillal's distance-metrics [54 articles] Export Sort

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