sdvillal's locality [49 articles] Export

Recent papers added to sdvillal's library classified by the tag locality. You can also see everyone's locality.

	Dimensionality Reduction of Multimodal Labeled Data by Local Fisher Discriminant Analysis [My Copy] Journal of Machine Learning Research, Vol. 8 (May 2007), pp. 1027-1061. by Masashi Sugiyama posted to dimension-reduction high-dimensionality lda local-learning locality lpp by sdvillal on 2009-05-21 18:58:42 as
	High-dimensional Data Analysis: From Optimal Metrics to Feature Selection [My Copy] (06 May 2008) by Damien François posted to concentration-of-measure high-dimensionality kernel-machines local-learning locality nearest-neighbors overfitting by sdvillal on 2009-05-11 12:49:48 as
	Consistency and Localizability [My Copy] Journal of Machine Learning Research, Vol. 10 (April 2009), pp. 827-856. by Alon Zakai, Ya'acov Ritov posted to classification consistency local-learning locality ml-foundations by sdvillal on 2009-05-02 02:53:04 as along with 2 people and 1 group shivak mdreid Statistical Machine Learning
	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
	Landscape genomics and biased FST approaches reveal Single Nucleotide Polymorphisms under selection in goat breeds of North-East Mediterranean [My Copy] BMC Genetics, Vol. 10, No. 1. (2009) by Lorraine Pariset, Stephane Joost, Paolo A. Marsan, Alessio Valentini, Econogene C. Ec posted to bioinformatics locality occ-applications occ-nearest-neighbor by sdvillal on 2009-02-20 10:55:59 as
	Local Regularization for Multiclass Classification Facing Significant Intraclass Variations [My Copy] Computer Vision – ECCV 2008 (2008), pp. 748-759. by Lior Wolf, Yoni Donner posted to computer-vision datasets image-processing locality multiclass small-sample-size test-time-inference transduction by sdvillal on 2009-01-21 20:31:23 as
	Learning the boundary of One-Class-Classifier globally and locally [My Copy] Cybernetics and Intelligent Systems, 2008 IEEE Conference on In Cybernetics and Intelligent Systems, 2008 IEEE Conference on (2008), pp. 364-369. by Aimin Feng, Bin Chen, Xuejunliu posted to locality occ-support-vector by sdvillal on 2009-01-05 10:12:44 as
	Structured large margin learning [My Copy] Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on In Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on, Vol. 7 (2005), pp. 4242-4248 Vol. 7. by De-Feng Wang, D. S. Yeung, W. W. Y. Ng, E. G. C. Tsang, Xi-Zhao Wang posted to clustering kernel-machines locality by sdvillal on 2009-01-02 11:25:05 as
	Structured large margin machines: sensitive to data distributions [My Copy] Machine Learning, Vol. 68, No. 2. (2007), pp. 171-200. by Daniel Yeung, Defeng Wang, Wing Ng, Eric Tsang, Xizhao Wang posted to clustering kernel-machines locality occ-preprocessing scalability by sdvillal on 2009-01-02 11:24:10 as along with 3 people SMSSiemag beete alexn
	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
	Outlier Detection with Kernel Density Functions [My Copy] In MLDM '07: Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition (2007), pp. 61-75. by Longin J. Latecki, Aleksandar Lazarevic, Dragoljub Pokrajac posted to locality occ-applications occ-nearest-neighbor occ-others by sdvillal on 2008-12-28 08:39:28 as along with 1 person rramirezp
	Visualizing Data using t-SNE [My Copy] Journal of Machine Learning Research, Vol. 9 (November 2008), pp. 2579-2605. by Laurens van der Maaten, Geoffrey Hinton posted to dimension-reduction locality nearest-neighbors spectral visualization by sdvillal on 2008-12-05 09:58:18 as along with 2 people iggykay svozil
	Local algorithms for pattern recognition and dependencies estimation [My Copy] Neural Comput., Vol. 5, No. 6. (1993), pp. 893-909. by V. Vapnik, L. Bottou posted to local-learning locality by sdvillal on 2008-11-06 12:04:20 as
	An evaluation of dimension reduction techniques for one-class classification [My Copy] Artificial Intelligence Review by Santiago Villalba, Pádraig Cunningham posted to dimension-reduction feature-extraction feature-selection locality occ-applications occ-comparison occ-dimension-reduction occ-others occ-survey pca by sdvillal on 2008-09-22 10:07:08 as
	The Curse of Highly Variable Functions for Local Kernel Machines [My Copy] In NIPS (2005) by Yoshua Bengio, Olivier Delalleau, Nicolas Le Roux posted to dimension-reduction kernel-machines locality by sdvillal on 2008-07-15 16:09:15 as
	Semisupervised learning using feature selection based on maximum density subgraphs [My Copy] 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
	Local learning projections [My Copy] In ICML '07: Proceedings of the 24th international conference on Machine learning (2007), pp. 1039-1046. by Mingrui Wu, Kai Yu, Shipeng Yu, Bernhard Schölkopf posted to dimension-reduction locality lpp pca by sdvillal on 2008-03-21 23:49:10 as
	Clustering by passing messages between data points. [My Copy] Science (New York, N.Y.), Vol. 315, No. 5814. (16 February 2007), pp. 972-976. by Brendan J. Frey, Delbert Dueck posted to clustering graphs locality by sdvillal on 2007-11-27 19:10:20 as along with 39 people and 1 group icecrown frohike wxvrqs singhsh gavin1332 dgront babakap sen_cheng davidecellai zibuyu ilyashl trutat1 sfuniak doitian kuhn xtizon jfr jmeppley stevedebacker arjen sterovetta nickluscombe rdiaz ianturton macle bluto rsantana grahamc ccr hexuming worldsun dimatura paulovn daniel51 matjes johnkork XIANG iris_2001 soundray EBI-regulation
	Spectral feature selection for supervised and unsupervised learning [My Copy] In ICML '07: Proceedings of the 24th international conference on Machine learning (2007), pp. 1151-1157. by Zheng Zhao, Huan Liu posted to dimension-reduction feature-selection locality lpp semi-supervised by sdvillal on 2007-10-12 20:16:11 as along with 2 people sugarexpletive jjrodriguez
	Locally adaptive dimensionality reduction for indexing large time series databases [My Copy] ACM Trans. Database Syst., Vol. 27, No. 2. (June 2002), pp. 188-228. by Kaushik Chakrabarti, Eamonn Keogh, Sharad Mehrotra, Michael Pazzani posted to dimension-reduction locality time-series by sdvillal on 2007-10-07 14:12:57 as along with 1 person seninp
	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
	Orthogonal neighborhood preserving projections [My Copy] Data Mining, Fifth IEEE International Conference on (2005), 8 pp.. by E. Kokiopoulou, Y. Saad posted to dimension-reduction locality spectral by sdvillal on 2007-06-13 10:38:16 as
	Neighborhood Preserving Projections (NPP): A Novel Linear Dimension Reduction Method [My Copy] Advances in Intelligent Computing (2005), pp. 117-125. by Yanwei Pang, Lei Zhang, Zhengkai Liu, Nenghai Yu, Houqiang Li posted to dimension-reduction locality spectral by sdvillal on 2007-06-13 10:35:50 as
	Locality Sensitive Discriminant Analysis. [My Copy] In IJCAI (2007), pp. 708-713. by Deng Cai, Xiaofei He, Kun Zhou, Jiawei Han, Hujun Bao posted to dimension-reduction locality by sdvillal on 2007-06-08 19:10:54 as
	Neighborhood preserving embedding [My Copy] Computer Vision, 2005. ICCV 2005. Tenth IEEE International Conference on In ICCV '05: Proceedings of the Tenth IEEE International Conference on Computer Vision, Vol. 2 (05 December 2005), pp. 1208-1213 Vol. 2. by Xiaofei He, Deng Cai, Shuicheng Yan, Hong-Jiang Zhang posted to dimension-reduction locality spectral by sdvillal on 2007-06-08 19:09:06 as along with 2 people caicai mctor
	Estimating Local Intrinsic Dimension with k-Nearest Neighbor Graphs [My Copy] Statistical Signal Processing, 2005 IEEE/SP 13th Workshop on (2005), pp. 417-422. by J. A. Costa, A. Girotra, A. O. Hero posted to intrinsic-dimension-estimation locality by sdvillal on 2007-06-08 18:34:00 as
	Outlier Detection Using Ball Descriptions with Adjustable Metric. [My Copy] In SSPR/SPR (2006), pp. 587-595. by David M. J. Tax, Piotr Juszczak, Elzbieta Pekalska, Robert P. W. Duin posted to locality occ-applications occ-nearest-neighbor occ-others by sdvillal on 2007-05-10 17:34:53 as
	The interaction between classification and reject performance for distance-based reject-option classifiers [My Copy] Pattern Recogn. Lett., Vol. 27, No. 8. (June 2006), pp. 908-917. by Thomas C. W. Landgrebe, David M. J. Tax, Pavel Paclík, Robert P. W. Duin posted to error-estimation locality occ-applications reject-option by sdvillal on 2007-05-10 16:59:48 as along with 1 person jdu
	Locally Weighted Naive Bayes [My Copy] by Eibe Frank, Mark Hall, Bernhard Pfahringer posted to bayesian-learning locality by sdvillal on 2007-05-08 13:19:45 as along with 2 people olympos flavian_vasile
	Locally Weighted Learning [My Copy] Artificial Intelligence Review, Vol. 11, No. 1. (1 February 1997), pp. 11-73. by Christopher G. Atkeson, Andrew W. Moore, Stefan Schaal posted to locality by sdvillal on 2007-05-08 13:18:51 as along with 3 people Cavadini mdifranc elvinado
	Local Dimensionality Reduction for Locally Weighted Learning [My Copy] In CIRA '97: Proceedings of the 1997 IEEE International Symposium on Computational Intelligence in Robotics and Automation (1997) by Sethu Vijayakumar, Stefan Schaal posted to dimension-reduction locality by sdvillal on 2007-05-08 13:16:38 as
	On a Connection between Kernel PCA and Metric Multidimensional Scaling [My Copy] Mach. Learn., Vol. 46, No. 1-3. (1 January 2002), pp. 11-19. by Christopher K. I. Williams posted to dimension-reduction kernel-machines locality by sdvillal on 2007-04-04 17:26:07 as along with 2 people ihaque rramirezp
	OPTICS-OF: Identifying Local Outliers [My Copy] In PKDD '99: Proceedings of the Third European Conference on Principles of Data Mining and Knowledge Discovery (1999), pp. 262-270. by Markus M. Breunig, Hans-Peter Kriegel, Raymond T. Ng, Jörg Sander posted to clustering locality occ-applications occ-others by sdvillal on 2007-03-31 17:05:44 as
	A geometric framework for unsupervised anomaly detection: Detecting intrusions in unlabeled data [My Copy] In Applications of Data Mining in Computer Security (2002) by E. Eskin, A. Arnold, M. Prerau, L. Portnoy, S. Stolfo edited by D. Barbará, S. Jajodia posted to locality occ-applications occ-nearest-neighbor occ-others occ-support-vector by sdvillal on 2007-03-24 15:30:17 as along with 1 person misovalko
	Enhancing Effectiveness of Outlier Detections for Low Density Patterns [My Copy] In PAKDD '02: Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining (2002), pp. 535-548. by Jian Tang, Zhixiang Chen, Ada W. Fu, David W. Cheung posted to locality occ-applications occ-others by sdvillal on 2007-03-12 23:08:01 as
	Neighbor number, valley seeking and clustering [My Copy] Pattern Recognition Letters, Vol. 28, No. 2. (15 January 2007), pp. 173-180. by Chaolin Zhang, Xuegong Zhang, Michael Q. Zhang, Yanda Li posted to clustering locality occ-others by sdvillal on 2007-03-10 17:49:20 as
	Learning Distributions by Their Density Levels: A Paradigm for Learning without a Teacher [My Copy] Journal of Computer and System Sciences, Vol. 55, No. 1. (August 1997), pp. 171-182. by Shai Ben-David, Michael Lindenbaum posted to artificial-negatives locality occ-others occ-statistical occ-to-supervised by sdvillal on 2007-03-08 17:53:18 as along with 1 person education03
	Capabilities of outlier detection schemes in large datasets, framework and methodologies [My Copy] Knowledge and Information Systems, Vol. 11, No. 1. (January 2007), pp. 45-84. by Jian Tang, Zhixiang Chen, Ada W. Fu, David W. Cheung posted to locality occ-applications occ-nearest-neighbor occ-others by sdvillal on 2007-03-01 10:10:25 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
	Finding Clusters of Different Sizes, Shapes, and Densities in Noisy, High Dimensional Data. [My Copy] In SDM (2003) by Levent Ertöz, Michael Steinbach, Vipin Kumar edited by Daniel Barbará, Chandrika Kamath posted to clustering locality by sdvillal on 2007-02-28 12:15:53 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
	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
	Handwritten Digit Recognition by a Mixture of Local PrincipalComponent Analysis [My Copy] Neural Process. Lett., Vol. 8, No. 3. (December 1998), pp. 241-252. by Bailing Zhang, Minyue Fu, Hong Yan posted to dimension-reduction locality occ-neural-networks by sdvillal on 2007-02-16 13:13:10 as
	An extension of neural gas to local PCA [My Copy] Neurocomputing, Vol. 62 (December 2004), pp. 305-326. by Ralf Moller, Heiko Hoffmann posted to dimension-reduction locality by sdvillal on 2007-02-16 13:11:59 as
	Nonlinear Dimensionality Reduction Using Circuit Models [My Copy] : Image Analysis In Image Analysis (2005), pp. 950-959. by Fredrik Andersson, Jens Nilsson posted to spectral locality dimension-reduction by sdvillal on 2007-01-26 14:28:28 as
	Building connected neighborhood graphs for isometric data embedding [My Copy] In KDD '05: Proceeding of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining (2005), pp. 722-728. by Li Yang posted to spectral locality dimension-reduction by sdvillal on 2007-01-26 14:26:48 as
	The Isomap Algorithm and Topological Stability [My Copy] Science, Vol. 295, No. 5552. (4 January 2002), pp. 7-7. by M. Balasubramanian, E. L. Schwartz posted to spectral locality dimension-reduction by sdvillal on 2007-01-26 14:19:06 as along with 3 people klmoravec r2s2 kenji4569
	OPTICS: ordering points to identify the clustering structure [My Copy] In SIGMOD '99: Proceedings of the 1999 ACM SIGMOD international conference on Management of data, Vol. 28, No. 2. (June 1999), pp. 49-60. by Mihael Ankerst, Markus M. Breunig, Hans-Peter Kriegel, J&\#246;rg Sander posted to locality clustering by sdvillal on 2007-01-22 15:47:14 as along with 1 person agentkk

Note: You may cite this page as: http://www.citeulike.org/user/sdvillal/tag/locality

occ-applications	264
dimension-reduction	250
occ-others	137
occ-support-vector	110
feature-selection	109
occ-statistical	72
spectral	63
kernel-machines	62
ensembles	59
distance-metrics	54
acii-2007	53
occ-neural-networks	50
locality	49
emotion-recognition	48
time-series	47
semi-supervised	44
occ-to-supervised	36
error-estimation	35
simplicity	29
ml-foundations	28
clustering	27
text-classification	26
ensemble-diversity	25
active-learning	23
multimedia-ir	21
classification	20
bioinformatics	20
intrinsic-dimension-estimation	19
overfitting	19
boosting	19
occ-survey	18
artificial-negatives	17
scalability	17
ml-philosophy	17
reductions	16
occ-high-dimensional	16
20070622	16
data-mining-books	16
free-lunch	16
multiclass	16
image-processing	15
occ-nearest-neighbor	15
calibration	15
multilabel	14
algorithmics	14
occ-dimension-reduction	14
occ-parameter-fitting	13
high-dimensionality	13
occ-comparison	13
autoencoders	12
imbalanced	12
data-mining-general	11
evaluation-methodology	11
classic-refs	11
datasets	11
ica	10
immune-systems	10
pca	10
occ-to-multiclass	9
bayesian-learning	9
neural-networks	9
manufacturing	9
ranking	8
local-learning	8
pca-computation	6
discretization	6
occ-with-outliers	6
roc	6
medical-imaging	6
emotion-models	6
survey	6
geometry	6
feature-extraction	6
software-engineering	6
graphs	5
nearest-neighbors	5
loss-functions	5
unsupervised-dr-for-classification	5
lpp	5
theoretical-computer-science	5
algebra	5
incremental-learning	4
visualization	4
dirichlet	4
antilearning	4
population-based	4
computer-vision	4
cost-sensitive	4
automata	4
online-learning	4
reject-option	4
model-selection	4
programming	4
occ-preprocessing	4
complexity	4
optimization	3
unobserved-features	3
numerical-computing	3
embedded-fs	3
ml-software	3
interpretability	3
small-sample-size	3
knowledge-limits	3
unsupervised-and-supervised	3
multiclass-to-occ	3
ml-review	3
abduction	3
computer-science	3
education	3
consistency	3
occ-for-multiclass	3
biometrics	3
occ-with-unlabelled	3
generalization	3
transduction	3
learning-on-graphs	3
concentration-of-measure	3
statistics	3
maths	3
test-time-inference	3
python	2
high-performance-computing	2
occ-clustering	2
negative-features	2
anomaly-detection	2
nmf	2
fault-detection	2
sets-of-features	2
occ-vs-supervised	2
oca	2
abstain-option	2
structured-domains	2
negative-example-selection	2
proportional-data	2
featureless	2
decision-theory	2
multilabel-adaptation	2
general-bayesian-learning	2
lazy-learning	2
dr-for-classification	2
algorithmic-distance-metrics	2
multiple-testing	2
anytime-induction	2
fractal	2
regularization	2
montecarlo	2
concept-drift	2
extreme-value	2
being-harsh	1
cryptography	1
presentations	1
mdl	1
margin	1
video	1
learnability	1
no-silver-bullet	1
sp	1
co-training	1
natural-optimization	1
mds	1
scientific-computing	1
science	1
meta-learning	1
bandits	1
structured-output	1
scale-sensitive	1
occ-fusion	1
genomics	1
languages-benchmarks	1
research-limitations	1
bias-variance	1
map-reduce	1
indexing	1
gmms	1
phase-transition	1
pso	1
sat	1
threshold-selection	1
ambiguity	1
noisylabels	1
supervised-adaptation	1
speaker-verification	1
uniform-convergence	1
neyman-pearson	1
ilp	1
sampling	1
occ-to-multilabel	1
incompleteness	1
cbir	1
publish-or-perish	1
scientific-software	1
graphical-models	1
learning-stability	1
detecting-performance-fractures	1
agnostic-learning	1
communication	1
models-agreement	1
occ-postprocessing	1
non-stationary	1
inter-feature-predictivity	1
mdr	1
game-theory	1
practical-scenarios	1
compressed-sensing	1
black-humour	1
multi-instance	1
algorithm-portfolio	1
entaglement	1
randomness	1
partially-labeled-data	1
distribution-shift	1
speech	1
supervised	1
novels	1
learning-bounds	1
normed-spaces	1
coding-theory	1
fda	1
hmm	1
metric-learning	1
occ-reconstruction	1
classification-performance-metrics	1
algorithmic-stability	1
model-analysis	1
seminal	1
lda	1
non-linear	1

sdvillal's locality [49 articles] Export

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