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	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
	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 One Class Classifier for Signal Identification: A Biological Case Study [My Copy] In Knowledge-Based Intelligent Information and Engineering Systems, Vol. 5179 (2009), pp. 747-754. by Vito Di Gesù, Giosuè Lo Bosco, Luca Pinello edited by Ignac Lovrek, Robert J. Howlett, Lakhmi C. Jain posted to occ-nearest-neighbor occ-applications by sdvillal on 2009-12-11 10:03:53 as
	A Fuzzy One Class Classifier for Multi Layer Model [My Copy] In Fuzzy Logic and Applications (2009), pp. 124-131. by Giosuè Bosco, Luca Pinello posted to occ-others occ-applications by sdvillal on 2009-12-11 09:53:38 as
	Comparative virtual screening and novelty detection for NMDA-GlycineB antagonists [My Copy] Journal of Computer-Aided Molecular Design In Journal of Computer-Aided Molecular Design (5 November 2009) by Bjoern Krueger, Tanja Weil, Gisbert Schneider posted to occ-applications bayesian-learning by sdvillal on 2009-12-11 06:05:39 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
	Single-Class Classification [My Copy] (1975) by T. C. Minter posted to occ-statistical occ-others occ-applications classic-refs by sdvillal on 2009-10-18 12:03:20 as
	Gene function prediction using labeled and unlabeled data [My Copy] BMC Bioinformatics, Vol. 9, No. 1. (2008), 57. by Xing M. Zhao, Yong Wang, Luonan Chen, Kazuyuki Aihara posted to semi-supervised occ-others occ-applications by sdvillal on 2009-09-20 10:02:04 as along with 4 people ptrobajo tmmurali ironcamel mdstobbe
	PSoL: a positive sample only learning algorithm for finding non-coding RNA genes [My Copy] Bioinformatics In Bioinformatics, Vol. 22, No. 21. (1 November 2006), pp. 2590-2596. by Chunlin Wang, Chris Ding, Richard F. Meraz, Stephen R. Holbrook posted to semi-supervised occ-others occ-applications artificial-negatives by sdvillal on 2009-09-20 09:59:31 as along with 2 people hvphuong eckart_bindewald
	Improving novelty detection for general topics using sentence level information patterns [My Copy] In CIKM '06: Proceedings of the 15th ACM international conference on Information and knowledge management (2006), pp. 238-247. by Xiaoyan Li, W. Bruce Croft posted to occ-others occ-applications by sdvillal on 2009-09-18 08:33:27 as along with 5 people and 4 groups ejmeij tolosoft brusilovsky codex karipuf ilps CMU-HCII social_navigation Adaptive-Web
	Robust Process Discovery with Artificial Negative Events [My Copy] Journal of Machine Learning Research, Vol. 10 (June 2009), pp. 1305-1340. by Stijn Goedertier, David Martens, Jan Vanthienen, Bart Baesens posted to artificial-negatives ilp occ-applications occ-others structured-domains by sdvillal on 2009-07-08 08:03:12 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
	Unsupervised Profiling Methods for Fraud Detection [My Copy] Statistical Science, Vol. 17, No. 3. (2002), pp. 235-255. by Richard J. Bolton, David J. Hand posted to occ-applications occ-others unsupervised-and-supervised by sdvillal on 2009-06-06 09:35:04 as along with 5 people rramirezp mmcgloho seunkemikola mnorlain issbg
	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
	One-class classifier based on SBT for analog circuit fault diagnosis [My Copy] Measurement, Vol. 41, No. 4. (May 2008), pp. 371-380. by Z. Yi, W. Xueye, J. Haifeng posted to occ-applications occ-survey occ-to-multiclass by sdvillal on 2009-02-04 14:31:48 as
	Occlusion invariant face recognition using selective local non-negative matrix factorization basis images [My Copy] Image and Vision Computing, Vol. 26, No. 11. (01 November 2008), pp. 1515-1523. by H. Oh, K. Lee, S. Lee posted to biometrics occ-applications occ-nearest-neighbor by sdvillal on 2009-02-04 14:29:30 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
	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
	A vertical outlier detection algorithm with clusters as by-product [My Copy] Tools with Artificial Intelligence, 2004. ICTAI 2004. 16th IEEE International Conference on In Tools with Artificial Intelligence, 2004. ICTAI 2004. 16th IEEE International Conference on (2004), pp. 22-29. by D. Ren, I. Rahal, W. Perrizo posted to occ-applications occ-clustering by sdvillal on 2008-12-27 14:49:15 as
	Evolving a dynamic predictive coding mechanism for novelty detection [My Copy] Knowledge-Based Systems, Vol. 21, No. 3. (April 2008), pp. 217-224. by S. Haggett, D. Chu, I. Marshall posted to occ-applications occ-neural-networks occ-others population-based by sdvillal on 2008-12-26 09:23:35 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
	Learning classifiers from only positive and unlabeled data [My Copy] In KDD '08: Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining (2008), pp. 213-220. by Charles Elkan, Keith Noto posted to occ-applications occ-others occ-to-supervised semi-supervised by sdvillal on 2008-11-02 17:50:47 as along with 7 people badi bross cdepablo kgajos donghai hongliangjie Mohan-S
	One-Class Classification by Combining Density and Class Probability Estimation [My Copy] Machine Learning and Knowledge Discovery in Databases (2008), pp. 505-519. by Kathryn Hempstalk, Eibe Frank, Ian Witten posted to artificial-negatives occ-applications occ-for-multiclass occ-others occ-to-supervised by sdvillal on 2008-10-12 20:03:17 as along with 1 person jjrodriguez
	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
	Building Text Classifiers Using Positive and Unlabeled Examples [My Copy] In ICDM '03: Proceedings of the Third IEEE International Conference on Data Mining (2003) by Bing Liu, Yang Dai, Xiaoli Li, Wee S. Lee, Philip S. Yu posted to occ-applications occ-others semi-supervised text-classification unsupervised-dr-for-classification by sdvillal on 2008-06-09 10:23:19 as
	Off-the-peg and bespoke classifiers for fraud detection [My Copy] Computational Statistics & Data Analysis, Vol. 52, No. 9. (15 May 2008), pp. 4521-4532. by Piotr Juszczak, Niall M. Adams, David J. Hand, Christopher Whitrow, David J. Weston posted to occ-applications occ-comparison by sdvillal on 2008-05-12 08:37:15 as along with 2 people and 1 group wryun QFRMC QFRMC_ConsumerCredit
	Less is More: Compact Matrix Decomposition for Large Sparse Graphs [My Copy] In SDM (2007) by Jimeng Sun, Yinglian Xie, Hui Zhang, Christos Faloutsos posted to dimension-reduction graphs learning-on-graphs occ-applications occ-high-dimensional occ-others scalability semi-supervised spectral by sdvillal on 2008-04-16 09:23:18 as along with 1 person duce
	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
	One-class classifiers : a review and analysis of suitability in the context of mobile-masquerader detection [My Copy] South African Computer Journal, Vol. 36 (2006), pp. 29-48. by Oleksiy Mazhelis posted to occ-applications occ-survey by sdvillal on 2008-03-31 14:11:08 as
	Novelty detection with constructive probabilistic neural networks [My Copy] Neurocomputing In Neural Networks: Algorithms and Applications, 4th International Symposium on Neural Networks; 50 Years of Artificial Intelligence: a Neuronal Approach, Campus Multidisciplinary in Perception and Intelligence, Vol. 71, No. 4-6. (January 2008), pp. 1046-1053. by Adriano L. Oliveira, Flavio R. Costa, Clovis O. Filho posted to occ-applications occ-nearest-neighbor occ-neural-networks by sdvillal on 2008-03-25 12:06:58 as
	A Unified Subspace Outlier Ensemble Framework for Outlier Detection in High Dimensional Spaces [My Copy] (24 May 2005) by Zengyou He, Xiaofei Xu, Shengchun Deng posted to ensembles occ-applications occ-dimension-reduction occ-high-dimensional occ-others by sdvillal on 2008-03-25 12:02:31 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
	Problem Diagnosis in Large-Scale Computing Environments [My Copy] Supercomputing, 2006. SC '06. Proceedings of the ACM/IEEE SC 2006 Conference In Supercomputing, 2006. SC '06. Proceedings of the ACM/IEEE SC 2006 Conference (2006), pp. 11-11. by A. V. Mirgorodskiy, N. Maruyama, B. P. Miller posted to occ-applications by sdvillal on 2008-03-15 13:02:10 as along with 2 people jahwa NSumner
	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
	Algorithm for training the minimum error one-class classifier of images [My Copy] Appl. Opt., Vol. 47, No. 4. (1 February 2008), pp. 541-547. by J. T. Guillen-Bonilla, E. Kurmyshev, E. González posted to occ-applications occ-others occ-parameter-fitting by sdvillal on 2008-03-04 11:04:16 as
	Supporting diagnosis of attention-deficit hyperactive disorder with novelty detection [My Copy] Artificial Intelligence in Medicine, Vol. In Press, Corrected Proof by Hyoung-Joo Lee, Sungzoon Cho, Min-Sup Shin posted to occ-applications occ-comparison by sdvillal on 2008-01-13 01:32:45 as
	Novelty detection using extreme value statistics [My Copy] Vision, Image and Signal Processing, IEE Proceedings - In Vision, Image and Signal Processing, IEE Proceedings -, Vol. 146, No. 3. (1999), pp. 124-129. by S. J. Roberts posted to extreme-value occ-applications occ-others occ-statistical by sdvillal on 2008-01-05 15:18:29 as
	Extreme value statistics for novelty detection in biomedical data processing [My Copy] Science, Measurement and Technology, IEE Proceedings - In Science, Measurement and Technology, IEE Proceedings -, Vol. 147, No. 6. (2000), pp. 363-367. by S. J. Roberts posted to extreme-value occ-applications occ-others occ-statistical by sdvillal on 2008-01-05 15:13:22 as
	Learning Intrusion Detection: Supervised or Unsupervised? [My Copy] Image Analysis and Processing (2005), pp. 50-57. by Pavel Laskov, Patrick Düssel, Christin Schäfer, Konrad Rieck posted to occ-applications occ-survey occ-vs-supervised by sdvillal on 2008-01-02 17:36:17 as along with 1 person lfriedl
	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
	A taxonomy framework for unsupervised outlier detection techniques for multi-type data sets [My Copy] No. TR-CTIT-07-79. (November 2007) by Y. Zhang, N. Meratnia, P. J. M. Havinga posted to occ-applications occ-survey by sdvillal on 2007-12-11 11:35:51 as
	Discriminating and visualizing anomalies using negative selection and self-organizing maps [My Copy] In GECCO '05: Proceedings of the 2005 conference on Genetic and evolutionary computation (2005), pp. 297-304. by Fabio A. González, Juan C. Galeano, Diego A. Rojas, Angélica Veloza-Suan posted to immune-systems occ-applications occ-to-supervised by sdvillal on 2007-12-02 18:00:32 as along with 1 person thefillm
	Negative Selection Algorithm for Aircraft Fault Detection [My Copy] Artificial Immune Systems (2004), pp. 1-13. by D. Dasgupta, K. Krishnakumar, D. Wong, M. Berry posted to immune-systems occ-applications occ-to-supervised by sdvillal on 2007-12-02 17:58:35 as
	A Cooperative AIS Framework for Intrusion Detection [My Copy] Communications, 2007. ICC '07. IEEE International Conference on In Communications, 2007. ICC '07. IEEE International Conference on (2007), pp. 1409-1416. by K. Luther, R. Bye, T. Alpcan, A. Muller, S. Albayrak posted to immune-systems occ-applications occ-to-supervised by sdvillal on 2007-12-02 17:15:54 as
	Detecting change in dynamic process systems with immunocomputing [My Copy] Minerals Engineering, Vol. 20, No. 2. (February 2007), pp. 103-112. by X. Yang, C. Aldrich, C. Maree posted to immune-systems occ-applications occ-to-supervised by sdvillal on 2007-12-02 17:12:26 as
	Immune system approaches to intrusion detection - a review [My Copy] Natural Computing, Vol. 6, No. 4. (20 December 2007), pp. 413-466. by Jungwon Kim, Peter Bentley, Uwe Aickelin, Julie Greensmith, Gianni Tedesco, Jamie Twycross posted to immune-systems occ-applications occ-others occ-to-supervised by sdvillal on 2007-12-02 14:49:53 as
	Neural tree density estimation for novelty detection [My Copy] Neural Networks, IEEE Transactions on In Neural Networks, IEEE Transactions on, Vol. 9, No. 2. (1998), pp. 330-338. by D. Martinez posted to occ-applications occ-neural-networks by sdvillal on 2007-11-29 12:45:36 as

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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 occ-applications [at least 200 articles] Export

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