Search results for "Outlier"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
39	Judice L. Y. Koh, Mong-Li Lee, Wynne Hsu, Kai-Tak Lam	Correlation-Based Detection of Attribute Outliers.	DASFAA	2007	DBLP DOI BibTeX RDF	Outlier detection, Data cleaning
39	Levente Buttyán, Péter Schaffer, István Vajda	RANBAR: RANSAC-based resilient aggregation in sensor networks.	SASN	2006	DBLP DOI BibTeX RDF	outlier elimination, random sample consensus, resilient aggregation, sensor networks
37	Fabrizio Angiulli, Stefano Basta, Clara Pizzuti	Detection and prediction of distance-based outliers.	SAC	2005	DBLP DOI BibTeX RDF	outlier prediction, outlier detection
35	Hoang Vu Nguyen, Vivekanand Gopalkrishnan	Efficient Pruning Schemes for Distance-Based Outlier Detection.	ECML/PKDD (2)	2009	DBLP DOI BibTeX RDF
35	Yue Zhang 0008, Jie Liu, Bo Song	A New Algorithm for Outlier Detection Based on Offset.	IAS	2009	DBLP DOI BibTeX RDF
35	Antonios Deligiannakis, Yannis Kotidis, Vasilis Vassalos, Vassilis Stoumpos, Alex Delis	Another Outlier Bites the Dust: Computing Meaningful Aggregates in Sensor Networks.	ICDE	2009	DBLP DOI BibTeX RDF
35	Sunglok Choi, Taemin Kim, Wonpil Yu	Robust video stabilization to outlier motion using adaptive RANSAC.	IROS	2009	DBLP DOI BibTeX RDF
35	Dong Sik Kim, Kiryung Lee	Block-Coordinate Gauss-Newton Optimization and Constrained Monotone Regression for Image Registration in the Presence of Outlier Objects.	IEEE Trans. Image Process.	2008	DBLP DOI BibTeX RDF
35	Shohei Hido, Yuta Tsuboi, Hisashi Kashima, Masashi Sugiyama, Takafumi Kanamori	Inlier-Based Outlier Detection via Direct Density Ratio Estimation.	ICDM	2008	DBLP DOI BibTeX RDF
35	Junya Nishiguchi, Chosei Kaseda, Hirotaka Nakayama, Masao Arakawa, Yeboon Yun	Practical Approach to Outlier Detection Using Support Vector Regression.	ICONIP (1)	2008	DBLP DOI BibTeX RDF
35	Liang Su, Weihong Han, Shuqiang Yang, Peng Zou, Yan Jia 0001	Continuous Adaptive Outlier Detection on Distributed Data Streams.	HPCC	2007	DBLP DOI BibTeX RDF
35	Longin Jan Latecki, Aleksandar Lazarevic, Dragoljub Pokrajac	Outlier Detection with Kernel Density Functions.	MLDM	2007	DBLP DOI BibTeX RDF
35	Liang Su, Weihong Han, Peng Zou, Yan Jia 0001	Continuous Kernel-Based Outlier Detection over Distributed Data Streams.	ISPA Workshops	2007	DBLP DOI BibTeX RDF
35	Zengyou He, Shengchun Deng, Xiaofei Xu, Joshua Zhexue Huang	A Fast Greedy Algorithm for Outlier Mining.	PAKDD	2006	DBLP DOI BibTeX RDF
35	Ville Hautamäki, Svetlana Cherednichenko, Ismo Kärkkäinen, Tomi Kinnunen, Pasi Fränti	Improving K-Means by Outlier Removal.	SCIA	2005	DBLP DOI BibTeX RDF
35	Dongmei Ren, Baoying Wang, William Perrizo	RDF: A Density-Based Outlier Detection Method using Vertical Data Representation.	ICDM	2004	DBLP DOI BibTeX RDF
35	Zengyou He, Xiaofei Xu, Joshua Zhexue Huang, Shengchun Deng	A Frequent Pattern Discovery Method for Outlier Detection.	WAIM	2004	DBLP DOI BibTeX RDF
35	Onay Urfalioglu	Robust Estimation of Camera Rotation, Translation and Focal Length at High Outlier Rates.	CRV	2004	DBLP DOI BibTeX RDF
35	Chang-Tien Lu, Dechang Chen, Yufeng Kou	Algorithms for Spatial Outlier Detection.	ICDM	2003	DBLP DOI BibTeX RDF
35	Vladik Kreinovich, Luc Longpré, Praveen Patangay, Scott Ferson, Lev Ginzburg	Outlier Detection under Interval Uncertainty: Algorithmic Solvability and Computational Complexity.	LSSC	2003	DBLP DOI BibTeX RDF
35	Zhixiang Chen 0001, Ada Wai-Chee Fu, Jian Tang 0001	On Complementarity of Cluster and Outlier Detection Schemes.	DaWaK	2003	DBLP DOI BibTeX RDF
35	Mejdi Trimeche, Jukka Yrjänäinen	A Method for Simultaneous Outlier Rejection in Image Super-resolution.	VLBV	2003	DBLP DOI BibTeX RDF
35	Shutaro Inatani, Einoshin Suzuki	Data Squashing for Speeding Up Boosting-Based Outlier Detection.	ISMIS	2002	DBLP DOI BibTeX RDF
35	Charu C. Aggarwal, Philip S. Yu	Outlier Detection for High Dimensional Data.	SIGMOD Conference	2001	DBLP DOI BibTeX RDF
35	Robert C. Miller, Brad A. Myers	Outlier finding: focusing user attention on possible errors.	UIST	2001	DBLP DOI BibTeX RDF	LAPIS, search-and-replace, pattern matching, unsupervised learning, cluster analysis, programming-by-demonstration, intelligent user interfaces, text editing, PBD
33	Nebojsa Pejcic, Natasa Reljin, Samantha McDaniel, Dragoljub Pokrajac, Aleksandar Lazarevic	Detection of moving objects using incremental connectivity outlier factor algorithm.	ACM Southeast Regional Conference	2009	DBLP DOI BibTeX RDF	incremental connectivity-based outlier factor, spatial-temporal blocks, principal component analysis, motion detection
33	Hans-Peter Kriegel, Matthias Schubert, Arthur Zimek	Angle-based outlier detection in high-dimensional data.	KDD	2008	DBLP DOI BibTeX RDF	angle-based, outlier detection, high-dimensional
33	Christian Böhm 0001, Christos Faloutsos, Claudia Plant	Outlier-robust clustering using independent components.	SIGMOD Conference	2008	DBLP DOI BibTeX RDF	epd, ica, outlier-robust clustering
33	Tuan Trung Nguyen	Outlier Detection: An Approximate Reasoning Approach.	RSEISP	2007	DBLP DOI BibTeX RDF	rough set, Outlier, granular computing, approximate reasoning, concept approximation
33	Zhi Li 0011, Hong Ma, Yongbing Mei	A Unifying Method for Outlier and Change Detection from Data Streams Based on Local Polynomial Fitting.	PAKDD	2007	DBLP DOI BibTeX RDF	local polynomial fitting, data mining, Data stream, outlier, fuzzy partition, change point
33	Jing Gao, Haibin Cheng, Pang-Ning Tan	Semi-supervised outlier detection.	SAC	2006	DBLP DOI BibTeX RDF	semi-supervised learning, outlier detection
33	Mingxi Wu, Chris Jermaine	Outlier detection by sampling with accuracy guarantees.	KDD	2006	DBLP DOI BibTeX RDF	active learning, outlier detection, ensemble method
33	Hong-Bin Shen, Jie Yang 0002, Shitong Wang 0001	Outlier Detecting in Fuzzy Switching Regression Models.	AIMSA	2004	DBLP DOI BibTeX RDF	fuzzy switch regression, fuzzy clustering, outlier
33	David J. Miller 0001, John Browning	A Mixture Model and EM-Based Algorithm for Class Discovery, Robust Classification, and Outlier Rejection in Mixed Labeled/Unlabeled Data Sets.	IEEE Trans. Pattern Anal. Mach. Intell.	2003	DBLP DOI BibTeX RDF	labeled and unlabeled data, sample rejection, text categorization, EM algorithm, mixture models, outlier detection, Class discovery
33	Tomohito Takubo, Takuya Kaminade, Yasushi Mae, Kenichi Ohara, Tatsuo Arai	NDT scan matching method for high resolution grid map.	IROS	2009	DBLP DOI BibTeX RDF
33	Thammakorn Saethang, Santitham Prom-on, Asawin Meechai, Jonathan Hoyin Chan	Sample Filtering Relief Algorithm: Robust Algorithm for Feature Selection.	ICONIP (2)	2008	DBLP DOI BibTeX RDF
33	Ying Liu 0042, Xin Chen 0001, Chengcui Zhang, Alan P. Sprague	An Interactive Region-Based Image Clustering and Retrieval Platform.	ICME	2006	DBLP DOI BibTeX RDF
33	Sung-Hyup Lee, Gi-Won Park, You Ze Cho	A Novel Method for Energy-Efficient Clustering in Wireless Sensor Networks.	ICCSA (2)	2006	DBLP DOI BibTeX RDF
33	Xi-zhe Zhang, Tian-yang Lv, Zhengxuan Wang, Wanli Zuo	Clustering XML Documents by Structure Based on Common Neighbor.	CIS (1)	2005	DBLP DOI BibTeX RDF	XML Structure, Common Neighbor, Clustering
31	Jing Gao 0004, Feng Liang, Wei Fan 0001, Chi Wang 0001, Yizhou Sun, Jiawei Han 0001	On community outliers and their efficient detection in information networks.	KDD	2010	DBLP DOI BibTeX RDF	outlier detection, information networks, community discovery
31	Fabrizio Angiulli, Fabio Fassetti	DOLPHIN: An efficient algorithm for mining distance-based outliers in very large datasets.	ACM Trans. Knowl. Discov. Data	2009	DBLP DOI BibTeX RDF	Data mining, outlier detection, distance-based outliers
31	Javad Azimi, Paul Cull, Xiaoli Z. Fern	Clustering Ensembles Using Ants Algorithm.	IWINAC (1)	2009	DBLP DOI BibTeX RDF	outlier and marginal samples, Cluster ensembles, ant colony, consensus function
31	Hong Zhang 0018, Fei Yuan	Vehicle Tracking Based on Image Alignment in Aerial Videos.	EMMCVPR	2007	DBLP DOI BibTeX RDF	reappearance verification, Kalman filter, image alignment, Vehicle tracking, outlier rejection
31	Ji Zhang, Hai H. Wang	Detecting outlying subspaces for high-dimensional data: the new task, algorithms, and performance.	Knowl. Inf. Syst.	2006	DBLP DOI BibTeX RDF	Outlying subspace, Dynamic subspace search, Outlier detection, High-dimensional data
31	Hui Xiong 0001, Gaurav Pandey 0002, Michael S. Steinbach, Vipin Kumar 0001	Enhancing Data Analysis with Noise Removal.	IEEE Trans. Knowl. Data Eng.	2006	DBLP DOI BibTeX RDF	very noisy data, hyperclique pattern discovery, local outlier factor (LOF), Data cleaning, noise removal
31	Yufei Tao 0001, Xiaokui Xiao, Shuigeng Zhou	Mining distance-based outliers from large databases in any metric space.	KDD	2006	DBLP DOI BibTeX RDF	metric data, outlier, mining
31	Tuan Trung Nguyen	Domain Knowledge Assimilation by Learning Complex Concepts.	RSCTC	2006	DBLP DOI BibTeX RDF	outlier samples, ontology matching, Rough mereology, handwritten digit recognition, concept approximation
31	Tian-yang Lv, Yu-hui Xing, Shaobin Huang, Zhengxuan Wang, Wanli Zuo	An Auto-stopped Hierarchical Clustering Algorithm for Analyzing 3D Model Database.	PKDD	2005	DBLP DOI BibTeX RDF	shape-based 3D model retrieval, clustering, outlier detection
31	Hongwei Qi, Jue Wang	A model for mining outliers from complex data sets.	SAC	2004	DBLP DOI BibTeX RDF	stock market, principal curve, Outlier Mining
31	Jiang Zhao, Chang-Tien Lu, Yufeng Kou	Detecting region outliers in meteorological data.	GIS	2003	DBLP DOI BibTeX RDF	meteorological data, outlier detection, spatial data mining
31	Song Lin, Donald E. Brown	Criminal Incident Data Association Using the OLAP Technology.	ISI	2003	DBLP DOI BibTeX RDF	Criminal incident association, OLAP, outlier
29	Zengyou He, Shengchun Deng, Xiaofei Xu	A Unified Subspace Outlier Ensemble Framework for Outlier Detection.	WAIM	2005	DBLP DOI BibTeX RDF
29	JianLiang Meng, WeiXiang Cheng	Research of Gravity-Based Outliers Detection.	IIH-MSP	2008	DBLP DOI BibTeX RDF	gravity, outlier detection, outlier
27	Andrea Cerioli, Marco Riani, Anthony C. Atkinson	Controlling the size of multivariate outlier tests with the MCD estimator of scatter.	Stat. Comput.	2009	DBLP DOI BibTeX RDF	Minimum covariance determinant estimator, Robust distances, Multiple outliers, Simultaneous testing, Calibration factor, Simulation
27	Xiaolei Li 0001, Zhenhui Li, Jiawei Han 0001, Jae-Gil Lee 0001	Temporal Outlier Detection in Vehicle Traffic Data.	ICDE	2009	DBLP DOI BibTeX RDF
27	Oral Alan, Cagatay Catal	An outlier detection algorithm based on object-oriented metrics thresholds.	ISCIS	2009	DBLP DOI BibTeX RDF
27	Sakshi Babbar	Integration of Domain Knowledge for Outlier Detection in High Dimensional Space.	DASFAA Workshops	2009	DBLP DOI BibTeX RDF
27	Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek	Outlier Detection in Axis-Parallel Subspaces of High Dimensional Data.	PAKDD	2009	DBLP DOI BibTeX RDF
27	Yongduek Seo, Hyunjung Lee, Sang Wook Lee	Outlier Removal by Convex Optimization for L-Infinity Approaches.	PSIVT	2009	DBLP DOI BibTeX RDF
27	Shengyi Jiang, Wen Yu	A Combination Classification Algorithm Based on Outlier Detection and C4.5.	ADMA	2009	DBLP DOI BibTeX RDF
27	Jeen-Shing Wang, Jen-Chieh Chiang	A Cluster Validity Measure With Outlier Detection for Support Vector Clustering.	IEEE Trans. Syst. Man Cybern. Part B	2008	DBLP DOI BibTeX RDF
27	Lucantonio Ghionna, Gianluigi Greco, Antonella Guzzo, Luigi Pontieri	Outlier Detection Techniques for Process Mining Applications.	ISMIS	2008	DBLP DOI BibTeX RDF
27	Manzoor Elahi, Xinjie Lv, Wasif Nisar, Imran Ali Khan, Ying Qiao, Hongan Wang	DB-Outlier Detection Algorithm Using Divide and Conquer Approach over Dynamic DataStream.	CSSE (4)	2008	DBLP DOI BibTeX RDF
27	Jiaogen Zhou, Chunjiang Zhao 0001, You Wan, Wenjiang Huang, Baozhu Yang, Jixin Ge	A Novel Outlier Detection Algorithm for Distributed Databases.	FSKD (5)	2008	DBLP DOI BibTeX RDF
27	Dongyi Ye, Zhaojiong Chen	A New Algorithm for High-Dimensional Outlier Detection Based on Constrained Particle Swarm Intelligence.	RSKT	2008	DBLP DOI BibTeX RDF
27	Li Xu 0001, Jiaya Jia	Stereo Matching: An Outlier Confidence Approach.	ECCV (4)	2008	DBLP DOI BibTeX RDF
27	Karim Lekadir, Robert D. Merrifield, Guang-Zhong Yang	Outlier Detection and Handling for Robust 3-D Active Shape Models Search.	IEEE Trans. Medical Imaging	2007	DBLP DOI BibTeX RDF
27	Jo-Anne Ting, Aaron D'Souza, Stefan Schaal	Automatic Outlier Detection: A Bayesian Approach.	ICRA	2007	DBLP DOI BibTeX RDF
27	Dragoljub Pokrajac, Aleksandar Lazarevic, Longin Jan Latecki	Incremental Local Outlier Detection for Data Streams.	CIDM	2007	DBLP DOI BibTeX RDF
27	Matthew Gebski, Raymond K. Wong 0001	An Efficient Histogram Method for Outlier Detection.	DASFAA	2007	DBLP DOI BibTeX RDF
27	Lancang Yang, Bing Shi, Xueqin Zhang, Lei Qiao	A New Approach to Outlier Detection.	International Conference on Computational Science (3)	2007	DBLP DOI BibTeX RDF
27	Karim Lekadir, Niall Keenan, Dudley Pennell, Guang-Zhong Yang	Shape-Based Myocardial Contractility Analysis Using Multivariate Outlier Detection.	MICCAI (2)	2007	DBLP DOI BibTeX RDF
27	Kyung-A Yoon, Oh-Sung Kwon, Doo-Hwan Bae	An Approach to Outlier Detection of Software Measurement Data using the K-means Clustering Method.	ESEM	2007	DBLP DOI BibTeX RDF
27	Turgay Tugay Bilgin, A. Yilmaz Çamurcu	A Modified Relationship Based Clustering Framework for Density Based Clustering and Outlier Filtering on High Dimensional Datasets.	PAKDD	2007	DBLP DOI BibTeX RDF
27	Daniela G. Calò	Mixture Models in Forward Search Methods for Outlier Detection.	GfKl	2007	DBLP DOI BibTeX RDF
27	Huaizhi Wu, Martin D. F. Wong	Improving Voltage Assignment by Outlier Detection and Incremental Placement.	DAC	2007	DBLP DOI BibTeX RDF
27	Kejia Zhang, Shengfei Shi, Hong Gao 0001, Jianzhong Li 0001	Unsupervised Outlier Detection in Sensor Networks Using Aggregation Tree.	ADMA	2007	DBLP DOI BibTeX RDF
27	H. D. K. Moonesinghe, Pang-Ning Tan	Outlier Detection Using Random Walks.	ICTAI	2006	DBLP DOI BibTeX RDF
27	Joel W. Branch, Boleslaw K. Szymanski, Chris Giannella, Ran Wolff 0002, Hillol Kargupta	In-Network Outlier Detection in Wireless Sensor Networks.	ICDCS	2006	DBLP DOI BibTeX RDF
27	Takeshi Fushimi, Yoko Kamidoi, Shin'ichi Wakabayashi	An Algorithm for Computing Global-Based Outlier Degrees on Data Sets.	ICDE Workshops	2005	DBLP DOI BibTeX RDF
27	Vandana Pursnani Janeja, Vijayalakshmi Atluri, Jaideep Vaidya, Nabil R. Adam	Collusion Set Detection Through Outlier Discovery.	ISI	2005	DBLP DOI BibTeX RDF
27	Huanliang Sun, Yubin Bao, Faxin Zhao, Ge Yu 0001, Daling Wang	CD-Trees: An Efficient Index Structure for Outlier Detection.	WAIM	2004	DBLP DOI BibTeX RDF
27	Mikhail Petrovskiy	Outlier Detection Algorithms in Data Mining Systems.	Program. Comput. Softw.	2003	DBLP DOI BibTeX RDF
27	Du Q. Huynh, R. Hartley, Anders Heyden	Outlier Correction in Image Sequences for the Affine Camera.	ICCV	2003	DBLP DOI BibTeX RDF
27	Li Wei, Weining Qian, Aoying Zhou, Wen Jin, Jeffrey Xu Yu	HOT: Hypergraph-Based Outlier Test for Categorical Data.	PAKDD	2003	DBLP DOI BibTeX RDF
27	Spiros Papadimitriou, Christos Faloutsos	Cross-Outlier Detection.	SSTD	2003	DBLP DOI BibTeX RDF
27	Graham J. Williams, Rohan A. Baxter, Hongxing He, Simon Hawkins, Lifang Gu	A Comparative Study of RNN for Outlier Detection in Data Mining.	ICDM	2002	DBLP DOI BibTeX RDF
27	Simon Hawkins, Hongxing He, Graham J. Williams, Rohan A. Baxter	Outlier Detection Using Replicator Neural Networks.	DaWaK	2002	DBLP DOI BibTeX RDF
27	John Dunagan, Santosh S. Vempala	Optimal outlier removal in high-dimensional.	STOC	2001	DBLP DOI BibTeX RDF
27	Jinhui Liu, Paul D. Gader	Outlier Rejection with MLPs and Variants of RBF Networks.	ICPR	2000	DBLP DOI BibTeX RDF
25	Harm C. M. Bossers, Johann L. Hurink, Gerard J. M. Smit	Online Univariate Outlier Detection in Final Test: A Robust Rolling Horizon Approach.	ETS	2011	DBLP DOI BibTeX RDF	online outlier detection, final test, robust
25	Shun Long, Weiheng Zhu	Outlier Detection for Learning-Based Optimizing Compiler.	FCST	2010	DBLP DOI BibTeX RDF	Reverse K-Nearest Neighbors, machine learning, outlier, iterative compilation
25	Yu Ke Fang, Yan Fu, Junlin Zhou	Research of Outlier Mining Based Adaptive Intrusion Detection Techniques.	WKDD	2010	DBLP DOI BibTeX RDF	Artificial intelligence, Intrusion detection, Anomaly detection, Self-Adaptive, Outlier mining
25	Jeroen H. M. Janssens, Ildikó Flesch, Eric O. Postma	Outlier Detection with One-Class Classifiers from ML and KDD.	ICMLA	2009	DBLP DOI BibTeX RDF	local density estimation, outlier detection, one-class classification
25	Jianfeng Dong, Xiaofeng Wang, Feng Hu, Liyan Xiao	A Novel Data Purification Algorithm Based on Outlier Mining.	HIS (3)	2009	DBLP DOI BibTeX RDF	data purification, exception set, data mining, outlier
25	Jiadong Ren, Qunhui Wu, Jia Zhang, Changzhen Hu	Efficient Outlier Detection Algorithm for Heterogeneous Data Streams.	FSKD (5)	2009	DBLP DOI BibTeX RDF	heterogeneous attributes, cluster reference, data streams, outlier detection
25	Xia Ying, Zhang Xu, Wang Guo Yin	Cluster-Based Congestion Outlier Detection Method on Trajectory Data.	FSKD (5)	2009	DBLP DOI BibTeX RDF	Congestion Outlier, Minimal Bounding Boxes, Trajectory Clustering
25	Fabrizio Angiulli, Gianluigi Greco, Luigi Palopoli 0001	Outlier detection by logic programming.	ACM Trans. Comput. Log.	2007	DBLP DOI BibTeX RDF	computational complexity, logic programming, Outlier detection, nonmonotonic reasoning
25	Frank Rehm, Frank Klawonn, Rudolf Kruse	A Novel Approach to Noise Clustering for Outlier Detection.	Soft Comput.	2007	DBLP DOI BibTeX RDF	Noise clustering, Fuzzy clustering, Outlier detection
25	Zakia Ferdousi, Akira Maeda	Unsupervised Outlier Detection in Time Series Data.	ICDE Workshops	2006	DBLP DOI BibTeX RDF	Peer Group Analysis, Data Mining, Outlier Detection, Time Series Data, Fraud Detection