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	One-class classification-based control charts for multivariate process monitoring [My Copy] IIE Transactions, Vol. 42, No. 2. (2010), pp. 107-120. by Thuntee Sukchotrat, Seoung B. Kim, Fugee Tsung posted to occ-support-vector occ-applications by sdvillal on 2009-12-24 10:49:15 as
	Hierarchical Core Vector Machines for Network Intrusion Detection [My Copy] In Neural Information Processing , Vol. 5864 (2009), pp. 520-529. by Ye Chen, Shaoning Pang, Nikola Kasabov, Tao Ban, Youki Kadobayashi edited by Chi S. Leung, Minho Lee, Jonathan H. Chan posted to occ-support-vector occ-applications by sdvillal on 2009-12-23 10:30:02 as
	SVDD regularized with area under the ROC [My Copy] In ICIS '09: Proceedings of the 2nd International Conference on Interaction Sciences (2009), pp. 364-368. by Chen Bin, Li Bin, Pan Zhisong posted to occ-support-vector by sdvillal on 2009-12-20 11:08:24 as
	Profiling ecosystem vulnerability to invasion by zebra mussels with support vector machines [My Copy] Theoretical Ecology In Theoretical Ecology, Vol. 2, No. 4. (1 December 2009), pp. 189-198. by John Drake, Jonathan Bossenbroek posted to occ-support-vector occ-applications by sdvillal on 2009-12-20 11:06:56 as along with 1 person drmarkandersen
	General support vector representation machine for one-class classification of non-stationary classes [My Copy] Pattern Recognition, Vol. 41, No. 10. (October 2008), pp. 3021-3034. by Fatih Camci,, Ratna a. b. u. Chinnam, posted to occ-support-vector occ-applications by sdvillal on 2009-12-16 20:12:14 as
	A Small Sphere and Large Margin Approach for Novelty Detection Using Training Data with Outliers [My Copy] IEEE Transactions on Pattern Analysis and Machine Intelligence In Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 31, No. 11. (23 January 2009), pp. 2088-2092. by Mingrui Wu, Jieping Ye posted to occ-with-outliers occ-support-vector by sdvillal on 2009-12-11 05:36:11 as
	Automatic target defect identification for TFT-LCD array process inspection using kernel FCM-based fuzzy SVDD ensemble [My Copy] Expert Systems with Applications, Vol. 36, No. 2. (March 2009), pp. 1978-1998. by Y. Liu, S. Lin, Y. Hsueh, M. Lee posted to occ-support-vector occ-applications manufacturing fault-detection by sdvillal on 2009-10-27 08:16:35 as along with 1 person corgan
	Fabric defect detection based on multiple fractal features and support vector data description [My Copy] Engineering Applications of Artificial Intelligence, Vol. 22, No. 2. (March 2009), pp. 224-235. by Hong-gang Bu, Jun Wang, Xiu-bao Huang posted to occ-support-vector occ-applications manufacturing fault-detection by sdvillal on 2009-10-27 08:16:04 as along with 1 person corgan
	Ensembles of One Class Support Vector Machines [My Copy] Multiple Classifier Systems (2009), pp. 181-190. by Albert Shieh, David Kamm posted to occ-support-vector ensembles by sdvillal on 2009-09-25 16:28:15 as
	Visual detection of novel terrain via two-class classification [My Copy] In SAC '09: Proceedings of the 2009 ACM symposium on Applied Computing (2009), pp. 1145-1150. by Christopher A. Brooks, Karl Iagnemma posted to artificial-negatives occ-applications occ-support-vector occ-with-unlabelled by sdvillal on 2009-06-30 08:52:26 as
	Combining different biometric traits with one-class classification [My Copy] Signal Processing (18 May 2009) by C. Bergamini, L. S. Oliveira, A. L. Koerich, R. Sabourin posted to biometrics occ-applications occ-for-multiclass occ-fusion occ-support-vector occ-vs-supervised by sdvillal on 2009-06-25 07:55:37 as
	PLPD: reliable protein localization prediction from imbalanced and overlapped datasets. [My Copy] Nucleic acids research, Vol. 34, No. 17. (2006), pp. 4655-4666. by K. Lee, D. W. Kim, D. Na, K. H. Lee, D. Lee posted to multilabel occ-others occ-support-vector occ-to-multilabel by sdvillal on 2009-06-01 18:49:49 as
	Relative Novelty Detection [My Copy] In AISTATS: Artificial Intelligence and Statistics, JMLR W&CP 5 (2009) by Alex Smola, Le Song, Choon H. Teo posted to artificial-negatives loss-functions occ-others occ-support-vector reductions by sdvillal on 2009-05-21 19:51:51 as
	Swarm Intelligent Tuning of One-Class ν-SVM Parameters [My Copy] Rough Sets and Knowledge Technology (2006), pp. 552-559. by Lei Xie posted to artificial-negatives model-selection occ-support-vector population-based by sdvillal on 2009-03-04 17:02:54 as
	A boundary method for outlier detection based on support vector domain description [My Copy] Pattern Recognition, Vol. 42, No. 1. (January 2009), pp. 77-83. by S. Guo, L. Chen, J. Tsai posted to occ-postprocessing occ-support-vector by sdvillal on 2009-02-04 14:27:02 as
	On-line one-class support vector machines. An application to signal segmentation [My Copy] Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on In Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on, Vol. 2 (2003), pp. II-709-12 vol.2. by A. Gretton, F. Desobry posted to occ-applications occ-support-vector scalability speech by sdvillal on 2009-01-18 20:11:27 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
	CESVM: Centered Hyperellipsoidal Support Vector Machine Based Anomaly Detection [My Copy] Communications, 2008. ICC '08. IEEE International Conference on In Communications, 2008. ICC '08. IEEE International Conference on (2008), pp. 1610-1614. by S. Rajasegarar, C. Leckie, M. Palaniswami posted to occ-preprocessing occ-support-vector by sdvillal on 2009-01-02 11:01:35 as
	Structured One-Class Classification [My Copy] Systems, Man, and Cybernetics, Part B, IEEE Transactions on In Systems, Man, and Cybernetics, Part B, IEEE Transactions on, Vol. 36, No. 6. (2006), pp. 1283-1295. by Defeng Wang, Daniel S. Yeung, Eric C. C. Tsang posted to occ-clustering occ-preprocessing occ-support-vector by sdvillal on 2009-01-02 10:29:35 as
	Nested support vector machines [My Copy] Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE International Conference on In Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE International Conference on (2008), pp. 1985-1988. by Gyemin Lee, C. Scott posted to calibration cost-sensitive kernel-machines occ-support-vector by sdvillal on 2008-12-28 09:08:46 as
	Learning to Find Relevant Biological Articles Without Negative Training Examples [My Copy] In 21st Australasian Joint Conference on Artificial Intelligence (2008) by K. Noto, Saier, C. Elkan posted to occ-applications occ-others occ-support-vector occ-with-unlabelled by sdvillal on 2008-12-16 11:01:54 as
	Domain described support vector classifier for multi-classification problems [My Copy] Pattern Recognition, Vol. 40, No. 1. (January 2007), pp. 41-51. by Daewon Lee, Jaewook Lee posted to occ-support-vector occ-to-multiclass by sdvillal on 2008-08-27 10:34:56 as along with 1 person awg2
	Masquerader Detection Using OCLEP: One-Class Classification Using Length Statistics of Emerging Patterns [My Copy] Web-Age Information Management Workshops, 2006. WAIM '06. Seventh International Conference on In 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
	Weighted support vector machine for data classification [My Copy] Neural Networks, 2005. IJCNN '05. Proceedings. 2005 IEEE International Joint Conference on In 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
	Modified support vector novelty detector using training data with outliers [My Copy] 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
	Implementing Multi-class Classifiers by One-class Classification Methods [My Copy] Neural Networks, 2006. IJCNN '06. International Joint Conference on In Neural Networks, 2006. IJCNN '06. International Joint Conference on (2006), pp. 327-332. by Tao Ban, Shigeo Abe posted to occ-applications occ-support-vector occ-to-multiclass by sdvillal on 2008-03-15 13:07:24 as
	Learning the semantics of multimedia queries and concepts from a small number of examples [My Copy] In MULTIMEDIA '05: Proceedings of the 13th annual ACM international conference on Multimedia (2005), pp. 598-607. by Apostol (. Natsev, Milind R. Naphade, Jelena Tešić posted to image-processing multimedia-ir occ-applications occ-support-vector by sdvillal on 2008-03-15 13:00:02 as along with 3 people and 3 groups eddymier thsant dvallet video_retrieval NETS-UAM NETS
	One Class Classification Methods Based Non-Relevance Feedback Document Retrieval [My Copy] In WI-IATW '06: Proceedings of the 2006 IEEE/WIC/ACM international conference on Web Intelligence and Intelligent Agent Technology (2006), pp. 393-396. by Takashi Onoda, Hiroshi Murata, Seiji Yamada posted to active-learning occ-support-vector by sdvillal on 2008-03-04 08:59:26 as
	Counter-Example Generation-Based One-Class Classification [My Copy] Machine Learning: ECML 2007 (2007), pp. 543-550. by András Bánhalmi, András Kocsor, Róbert Busa-Fekete posted to occ-support-vector occ-to-supervised by sdvillal on 2008-01-05 16:19:14 as
	Support Vector Novelty Detection Applied to Jet Engine Vibration Spectra [My Copy] In NIPS (2000), pp. 946-952. by Paul Hayton, Bernhard Scholkopf, Lionel Tarassenko, Paul Anuzis posted to occ-applications occ-support-vector by sdvillal on 2007-12-27 18:39:50 as along with 3 people scis0000001 PeterRabbit fabiomanzoni
	The Entire Regularization Path for the Support Vector Domain Description [My Copy] Medical Image Computing and Computer-Assisted Intervention (2006), pp. 241-248. by Karl Sjöstrand, Rasmus Larsen posted to kernel-machines model-selection occ-parameter-fitting occ-support-vector scalability by sdvillal on 2007-12-04 14:45:32 as
	The One Class Support Vector Machine Solution Path [My Copy] Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on In Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on, Vol. 2 (2007), pp. II-521-II-524. by Gyemin Lee, C. D. Scott posted to occ-parameter-fitting occ-support-vector by sdvillal on 2007-12-02 15:35:42 as
	A Novel Data Description Kernel Based on One-Class SVM for Speaker Verification [My Copy] Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on In Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on, Vol. 2 (2007), pp. II-489-II-492. by Yufeng Shen, Yingchun Yang posted to occ-support-vector occ-to-supervised speaker-verification by sdvillal on 2007-12-02 15:23:40 as
	Fusion of one-class classifiers in the belief function framework [My Copy] In International Conference on Information Fusion (2007) by A. Aregui, T. Denoeux posted to ensembles occ-others occ-support-vector by sdvillal on 2007-11-20 11:53:25 as
	Comparison of One-Class SVM and Two-Class SVM for Fold Recognition [My Copy] Neural Information Processing (2006), pp. 140-149. by Alexander Senf, Xue-Wen Chen, Anne Zhang posted to occ-applications occ-support-vector by sdvillal on 2007-11-20 11:49:43 as
	Core Vector Machines: Fast SVM Training on Very Large Data Sets [My Copy] J. Mach. Learn. Res., Vol. 6 (2005), pp. 363-392. by Ivor W. Tsang, James T. Kwok, Pak-Ming Cheung posted to kernel-machines occ-support-vector scalability by sdvillal on 2007-11-20 11:45:25 as along with 2 people iggykay NicolaSegata
	A Class of Single-Class Minimax Probability Machines for Novelty Detection [My Copy] Neural Networks, IEEE Transactions on In Neural Networks, IEEE Transactions on, Vol. 18, No. 3. (2007), pp. 778-785. by J. T. Kwok, Tsang, J. M. Zurada posted to occ-statistical occ-support-vector by sdvillal on 2007-11-20 11:43:53 as
	Kernel methods: a survey of current techniques [My Copy] pp. 63-84. by C. Campbell posted to kernel-machines occ-support-vector by sdvillal on 2007-11-20 11:39:26 as along with 1 person Mohan-S
	Simpler core vector machines with enclosing balls [My Copy] In ICML '07: Proceedings of the 24th international conference on Machine learning (2007), pp. 911-918. by Ivor W. Tsang, Andras Kocsor, James T. Kwok posted to kernel-machines occ-support-vector scalability by sdvillal on 2007-11-20 11:36:04 as
	SVDD-Based Pattern Denoising [My Copy] Neural Comput., Vol. 19, No. 7. (July 2007), pp. 1919-1938. by Jooyoung Park, Daesung Kang, Jongho Kim, James T. Kwok, Ivor W. Tsang posted to occ-applications occ-support-vector by sdvillal on 2007-11-20 11:32:24 as
	Scaling up support vector data description by using core-sets [My Copy] Neural Networks, 2004. Proceedings. 2004 IEEE International Joint Conference on In Neural Networks, 2004. Proceedings. 2004 IEEE International Joint Conference on, Vol. 1 (2004) by C. S. Chu, I. W. Tsang, J. T. Kwok posted to occ-support-vector scalability by sdvillal on 2007-11-19 09:58:48 as
	PEBL: Web Page Classification without Negative Examples [My Copy] IEEE Transactions on Knowledge and Data Engineering, Vol. 16, No. 1. (January 2004), pp. 70-81. by Hwanjo Yu, Jiawei Han, Kevin C. Chang posted to occ-applications occ-others occ-support-vector occ-to-supervised by sdvillal on 2007-11-13 12:34:26 as
	One Class Classification Methods Based Non-Relevance Feedback Document Retrieval [My Copy] Web Intelligence and International Agent Technology Workshops, 2006. WI-IAT 2006 Workshops. 2006 IEEE/WIC/ACM International Conference on In Web Intelligence and International Agent Technology Workshops, 2006. WI-IAT 2006 Workshops. 2006 IEEE/WIC/ACM International Conference on (2006), pp. 393-396. by Takashi Onoda, Hiroshi Murata, Seiji Yamada posted to occ-applications occ-support-vector by sdvillal on 2007-09-25 15:29:35 as
	One-Class Classification for Mapping a Specific Land-Cover Class: SVDD Classification of Fenland [My Copy] Geoscience and Remote Sensing, IEEE Transactions on In Geoscience and Remote Sensing, IEEE Transactions on, Vol. 45, No. 4. (2007), pp. 1061-1073. by C. Sanchez-Hernandez, D. S. Boyd, G. M. Foody posted to occ-applications occ-support-vector by sdvillal on 2007-09-25 15:25:46 as
	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
	A path algorithm for the support vector domain description and its application to medical imaging [My Copy] Medical Image Analysis In Special Issue on the Ninth International Conference on Medical Image Computing and Computer-Assisted Interventions - MICCAI 2006, Vol. 11, No. 5. (October 2007), pp. 417-428. by Karl Sjostrand, Michael S. Hansen, Henrik B. Larsson, Rasmus Larsen posted to medical-imaging occ-applications occ-support-vector by sdvillal on 2007-09-21 19:14:50 as along with 1 person awg2
	Kernel Fisher Discriminants for Outlier Detection [My Copy] Neural Computation, Vol. 18, No. 4. (April 2006), pp. 942-960. by Volker Roth posted to occ-applications occ-high-dimensional occ-others occ-support-vector by sdvillal on 2007-08-01 11:32:32 as
	Support Vector Data Description [My Copy] Mach. Learn., Vol. 54, No. 1. (January 2004), pp. 45-66. by David M. J. Tax, Robert P. W. Duin posted to 20070622 occ-applications occ-support-vector by sdvillal on 2007-06-25 10:53:02 as
	Support Vector Method for Novelty Detection. [My Copy] In NIPS (1999), pp. 582-588. by Bernhard Schölkopf, Robert C. Williamson, Alex J. Smola, John S. Taylor, John C. Platt posted to occ-applications occ-support-vector by sdvillal on 2007-06-04 13:44:22 as
	On Combining One-Class Classifiers for Image Database Retrieval [My Copy] In MCS '02: Proceedings of the Third International Workshop on Multiple Classifier Systems (2002), pp. 212-221. by Carmen Lai, David M. J. Tax, Robert P. W. Duin, Elzbieta Pekalska, Pavel Paclík posted to ensembles occ-applications occ-others occ-support-vector by sdvillal on 2007-04-05 15:08:48 as

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occ-applications	265
dimension-reduction	250
occ-others	138
occ-support-vector	111
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
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
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 occ-support-vector [111 articles] Export Sort

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