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Tag occ-applications [190 articles]

Recent papers classified by the tag occ-applications.
  • Discriminating and visualizing anomalies using negative selection and self-organizing maps
    (2005), pp. 297-304.
    by Fabio A González, Juan C Galeano, Diego A Rojas, Angélica Veloza-Suan
  • FindOut: Finding Outliers in Very Large Datasets
    Knowledge and Information Systems, Vol. V4, No. 4. (2002), pp. 387-412.
    by Dantong Yu, Gholamhosein Sheikholeslami, Aidong Zhang
    posted to clustering occ-applications occ-others by sdvillal on 2007-03-12 22:25:38 as **
  • A Novel Kernel Method for Clustering
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 27, No. 5. (2005), pp. 801-804.
    by F Camastra, A Verri
  • Windows NT one-class masquerade detection
    Fifth Annual IEEE SMC Information Assurance Workshop, 2004. Proceedings from the Fifth Annual IEEE SMC (2004), pp. 82-87.
    by L Li, CN Manikopoulos
    posted to occ-applications by sdvillal on 2006-10-24 10:31:46 as **
  • Symbolic time series analysis for anomaly detection: a comparative evaluation
    Signal Process., Vol. 85, No. 9. (September 2005), pp. 1859-1868.
    by Shin C Chin, Asok Ray, Venkatesh Rajagopalan
  • Document classification on neural networks using only positive examples (poster session)
    (2000), pp. 304-306.
    by Larry M Manevitz, Malik Yousef
    posted to occ-applications occ-neural-networks text-classification by sdvillal on 2007-02-14 19:48:25 as **
  • SVDD-Based Pattern Denoising
    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 **
  • A neural network-based model for paper currency recognition and verification
    Neural Networks, IEEE Transactions on, Vol. 7, No. 6. (1996), pp. 1482-1490.
    by A Frosini, M Gori, P Priami
    posted to autoencoders occ-applications occ-neural-networks by sdvillal on 2007-03-08 14:44:51 as **
  • Enhancing Effectiveness of Outlier Detections for Low Density Patterns
    (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 **
  • A comparative study of RNN for outlier detection in data mining
    IEEE International Conference on Data Mining, 2002. ICDM 2002. Proceedings. 2002 IEEE International Conference on (2002), pp. 709-712.
    by G Williams, R Baxter, Hongxing He, S Hawkins, Lifang Gu
    posted to occ-applications occ-neural-networks by sdvillal on 2007-03-12 23:18:18 as **
  • A Theoretical Framework for Core Material Properties Identification in Cellular Solids using Novelty Detection
    Strain, Vol. 40, No. 1. (February 2004), pp. 5-12.
    by F Scarpa
    posted to occ-applications occ-statistical by sdvillal on 2007-03-09 12:26:18 as **
  • Log Analysis-Based Intrusion Detection via Unsupervised Learning
    (2003)
    by Pingchuan Ma
    posted to occ-applications occ-others occ-statistical by sdvillal on 2007-03-09 13:59:01 as **
  • User Profiling for Intrusion Detection Using Dynamic and Static Behavioral Models
    : Advances in Knowledge Discovery and Data Mining : 6th Pacific-Asia Conference, PAKDD 2002, Taipel, Taiwan, May 6-8, 2002. Proceedings (2002), 494.
    by Dit-Yan Yeung, Yuxin Ding
    posted to occ-statistical occ-applications hmm by sdvillal on 2007-02-08 17:44:48 as **
  • The Class Imbalance Problem: Significance and Strategies
    Vol. 1 (2000), pp. 111-117.
    by Nathalie Japkowicz
    posted to occ-applications occ-neural-networks by sdvillal on 2007-03-11 11:05:01 as **
  • Combining One-Class Classifiers to Classify Missing Data
    : Multiple Classifier Systems (2004), pp. 92-101.
    by Piotr Juszczak, Robert PW Duin
  • Fault detection in hidden Markov models : a local asymptotic approach
    39th IEEE Conference on Decision and Control, 2000. Proceedings of the 39th IEEE Conference on, Vol. 5 (2000), pp. 4686-4690 vol.5.
    by F Legland, L Mevel
    posted to occ-applications occ-statistical time-series by sdvillal on 2007-03-10 10:13:48 as **
  • Failure detection and localization in component based systems by online tracking
    (2005), pp. 750-755.
    by Haifeng Chen, Guofei Jiang, Cristian Ungureanu, Kenji Yoshihira
    posted to occ-applications occ-statistical time-series by sdvillal on 2007-03-09 16:17:11 as **
  • Novelty detection using extreme value statistics
    Vision, Image and Signal Processing, IEE Proceedings -, Vol. 146, No. 3. (1999), pp. 124-129.
    by SJ Roberts
    posted to extreme-value occ-applications occ-others occ-statistical by sdvillal on 2008-01-05 15:18:29 as **
  • Extreme re-balancing for SVMs: a case study
    SIGKDD Explor. Newsl., Vol. 6, No. 1. (June 2004), pp. 60-69.
    by Bhavani Raskutti, Adam Kowalczyk
    posted to occ-applications occ-support-vector by sdvillal on 2007-02-26 18:31:25 as **
  • Support vector visualization and clustering using self-organizing map and vector one-class classification
    International Joint Conference on Neural Networks, 2003. Proceedings of the International Joint Conference on, Vol. 1 (2003), pp. 803-808 vol.1.
    by Sitao Wu, TWS Chow
    posted to occ-applications occ-support-vector by sdvillal on 2007-03-12 00:31:20 as **
  • Efficient algorithms for mining outliers from large data sets
    (2000), pp. 427-438.
    by Sridhar Ramaswamy, Rajeev Rastogi, Kyuseok Shim
  • Language models for detection of unknown attacks in network traffic
    Journal in Computer Virology, Vol. 2, No. 4. (February 2007), pp. 243-256.
    by Konrad Rieck, Pavel Laskov
    posted to 20070622 occ-applications occ-nearest-neighbor occ-others by sdvillal on 2007-05-02 18:06:05 as **
  • Use of the novelty detection technique to identify the range of applicability of empirical ocean color algorithms
    Geoscience and Remote Sensing, IEEE Transactions on, Vol. 41, No. 12. (2003), pp. 2833-2843.
    posted to occ-applications occ-statistical by sdvillal on 2006-09-04 17:59:28 as **
  • One-Class Classification with Subgaussians
    : Pattern Recognition (2003), pp. 346-353.
    by Amir M Mamlouk, Jan T Kim, Erhardt Barth, Michael Brauckmann, Thomas Martinetz
    posted to bioinformatics occ-applications occ-statistical by sdvillal on 2007-02-28 16:39:00 as **
  • Efficient performance estimate for one-class support vector machine
    Pattern Recognition Letters, Vol. 26, No. 8. (June 2005), pp. 1174-1182.
    by Quang-Anh Tran, Xing Li, Haixin Duan
  • Automatic Linguistic Indexing of Pictures by a statistical modeling approach
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 25, No. 9. (2003), pp. 1075-1088.
    by Jia Li, JZ Wang
  • Using visual features for anti-spam filtering
    IEEE International Conference on Image Processing, 2005. ICIP 2005. IEEE International Conference on, Vol. 3 (2005), pp. 509-512.
    by Ching-Tung Wu, Kwang-Ting Cheng, Qiang Zhu, Yi-Leh Wu
    posted to image-processing occ-applications occ-support-vector by sdvillal on 2007-03-11 16:34:10 as **
  • Statistical monitoring and diagnosis of automatic controlled processes using dynamic PCA
    International Journal of Production Research, Vol. 38 (February 2000), pp. 625-637.
    by F Tsung
    posted to occ-applications occ-others by sdvillal on 2007-03-01 10:41:29 as **
  • One class classification using implicit polynomial surface fitting
    16th International Conference on Pattern Recognition, 2002. Proceedings. 16th International Conference on, Vol. 2 (2002), pp. 152-155 vol.2.
    by A Ercil, B Buke
    posted to occ-applications occ-others by sdvillal on 2007-03-09 16:47:55 as **
  • Detecting attacks on networks
    Computer, Vol. 30, No. 12. (1997), pp. 16-17.
    posted to occ-applications occ-others occ-statistical by sdvillal on 2007-03-09 11:43:54 as **
  • Non-stationary data domain description using weighted support vector novelty detector
    IEEE International Joint Conference on Neural Networks, 2004. Proceedings. 2004 IEEE International Joint Conference on, Vol. 1 (2004)
    by F Camci, RB Chinnam
    posted to occ-applications occ-support-vector time-series by sdvillal on 2007-03-09 11:33:07 as **
  • Privacy-preserving outlier detection
    Data Mining, 2004. ICDM 2004. Proceedings. Fourth IEEE International Conference on (2004), pp. 233-240.
    by J Vaidya, C Clifton
    posted to occ-applications occ-others by sdvillal on 2006-08-29 11:54:27 as **
  • One-class classifiers : a review and analysis of suitability in the context of mobile-masquerader detection
    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 **
  • Automatic outlier detection for time series: an application to sensor data
    Knowl. Inf. Syst., Vol. 11, No. 2. (February 2007), pp. 137-154.
    by Sabyasachi Basu, Martin Meckesheimer
    posted to occ-applications occ-others time-series by sdvillal on 2007-03-08 20:03:01 as **
  • One-Class Novelty Detection for Seizure Analysis from Intracranial EEG
    Machine Learning Research, Vol. 7 (June 2006), pp. 1025-1044.
    by Andrew B Gardner, Abba M Krieger, George Vachtsevanos, Brian Litt
    posted to occ-applications occ-support-vector by sdvillal on 2007-02-16 11:53:14 as **
  • Constructing Boosting Algorithms from SVMs: An Application to One-Class Classification
    IEEE Trans. Pattern Anal. Mach. Intell., Vol. 24, No. 9. (September 2002), pp. 1184-1199.
    by Gunnar Rätsch, Sebastian Mika, Bernhard Schölkopf, Klaus-Robert Müller
    posted to boosting kernel-machines occ-applications occ-support-vector by sdvillal on 2007-03-09 16:52:45 as **
  • Adaptive Fraud Detection
    Data Mining and Knowledge Discovery, Vol. 1, No. 3. (1997), pp. 291-316.
    by Tom Fawcett, Foster J Provost
  • Implementation of neural network and genetic algorithms for novelty filters for fault detection
    IEEE 39th Midwest symposium on Circuits and Systems, 1996., IEEE 39th Midwest symposium on, Vol. 3 (1996), pp. 1432-1435 vol.3.
    posted to autoencoders occ-applications occ-neural-networks by sdvillal on 2007-03-08 16:05:24 as **
  • Novelty detection and neural network validation
    Vision, Image and Signal Processing, IEE Proceedings-, Vol. 141, No. 4. (1994), pp. 217-222.
    by CM Bishop
  • Face Detection Using Multimodal Density Models
    Computer Vision and Image Understanding, Vol. 84, No. 2. (November 2001), pp. 264-284.
    by Ming-Hsuan Yang, David Kriegman, Narendra Ahuja
    posted to occ-applications occ-statistical by sdvillal on 2007-03-12 16:39:02 as **
  • Robustness of the Markov-chain model for cyber-attack detection
    Reliability, IEEE Transactions on, Vol. 53, No. 1. (2004), pp. 116-123.
    by Nong Ye, Yebin Zhang, CM Borror
    posted to occ-applications occ-statistical by sdvillal on 2007-03-12 12:09:24 as ** along with 1 person mdhussein
  • Kernel-based fault diagnosis on mineral processing plants
    Minerals Engineering, Vol. 19, No. 11. (August 2006), pp. 1149-1162.
    by Gorden T Jemwa, Chris Aldrich
    posted to occ-applications occ-support-vector by sdvillal on 2007-03-13 00:17:06 as **
  • Ligand-Based Virtual Screening by Novelty Detection with Self-Organizing Maps
    J. Chem. Inf. Model. (14 September 2007)
    posted to occ-applications occ-neural-networks by sdvillal on 2007-11-20 16:17:01 as **
  • A Focused Crawling for the Web Resource Discovery Using a Modified Proximal Support Vector Machines
    : Computational Science and Its Applications â ICCSA 2005 (2005), pp. 186-194.
    by Youngsik Choi, Kijoo Kim, Munsu Kang
    posted to occ-applications occ-support-vector by sdvillal on 2007-02-16 11:37:07 as **
  • Automatic Outlier Detection: A Bayesian Approach
    Robotics and Automation, 2007 IEEE International Conference on (2007), pp. 2489-2494.
    by Jo-Anne Ting, A D'Souza, S Schaal
    posted to bayesian-learning occ-applications occ-statistical by sdvillal on 2007-11-29 12:44:04 as **
  • A new algorithm for detecting low-complexity regions in protein sequences
    Bioinformatics, Vol. 21, No. 2. (January 2005), pp. 160-170.
    by Sung W Shin, Sam M Kim
  • Non-Bayesian Detection and Detectability of Anomalies From a Few Noisy Tomographic Projections
    Signal Processing, IEEE Transactions on [see also Acoustics, Speech, and Signal Processing, IEEE Transactions on], Vol. 55, No. 2. (2007), pp. 401-413.
    posted to occ-applications occ-others occ-statistical by sdvillal on 2007-02-23 18:30:09 as **
  • Image Change Detection Algorithms: A Systematic Survey
    (2005)
    by R Radke
    posted to image-processing occ-applications by sdvillal on 2007-03-08 16:14:01 as ** along with 1 person hengel2
  • Video Summarization Using Fuzzy One-Class Support Vector Machine
    : Computational Science and Its Applications â ICCSA 2004 (2004), pp. 49-56.
    by Youngsik Choi, Kijoo Kim
    posted to occ-applications occ-support-vector by sdvillal on 2007-02-16 11:34:34 as **
  • Off-the-peg and bespoke classifiers for fraud detection
    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
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