Search results for "outlier detection"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Ammar W. Mohemmed, Mengjie Zhang, Will N. Browne	Particle swarm optimisation for outlier detection.	GECCO	2010	DBLP DOI BibTeX RDF	outlier detection, particle swarm optimisation
3	Feng Chen, Chang-Tien Lu, Arnold P. Boedihardjo	GLS-SOD: a generalized local statistical approach for spatial outlier detection.	KDD	2010	DBLP DOI BibTeX RDF	spatial gaussian random field, spatial outlier detection
3	Xinjie Lv, Tian Yang, Zaifei Liao, Manzoor Elahi, Wei Liu, Hongan Wang	Incremental outlier detection in data streams using local correlation integral.	SAC	2009	DBLP DOI BibTeX RDF	local correlation integral, multi-granularity deviation factor, data streams, outlier detection
3	Yang Zhang, Nirvana Meratnia, Paul J. M. Havinga	Hyperellipsoidal SVM-Based Outlier Detection Technique for Geosensor Networks.	GSN	2009	DBLP DOI BibTeX RDF	data mining, outlier detection, one-class support vector machine, Geosensor networks, spatio-temporal correlation
3	Xiaoke Su, Yang Lan, Renxia Wan, Yuming Qin	An Outlier Detection Algorithm Based on Arbitrary Shape Clustering.	ADMA	2009	DBLP DOI BibTeX RDF	arbitrary shape clustering, the mixed data, data mining, Outlier detection, dissimilarity measure
3	Christian Böhm, Katrin Haegler, Nikola S. Müller, Claudia Plant	CoCo: coding cost for parameter-free outlier detection.	KDD	2009	DBLP DOI BibTeX RDF	coding costs, data compression, outlier detection, minimum description length
3	Yuming Chen, Duoqian Miao, Ruizhi Wang	Outlier Detection Based on Granular Computing.	RSCTC	2008	DBLP DOI BibTeX RDF	data mining, rough sets, outlier detection, Granular computing
3	You Wan, Fuling Bian	Cell-Based Outlier Detection Algorithm: A Fast Outlier Detection Algorithm for Large Datasets.	PAKDD	2008	DBLP DOI BibTeX RDF	Cell density filtering, Outlier Detection, Large Datasets
3	Kozue Ishida, Hiroyuki Kitagawa	Detecting Current Outliers: Continuous Outlier Detection over Time-Series Data Streams.	DEXA	2008	DBLP DOI BibTeX RDF	DB-Outlier, data stream, outlier detection, time-series data
3	Jian Yang, Ning Zhong, Yiyu Yao, Jue Wang	Local peculiarity factor and its application in outlier detection.	KDD	2008	DBLP DOI BibTeX RDF	?-sensitive peculiarity description, local peculiarity factor, peculiarity factor, data mining, outlier detection
3	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
3	Jian Tang, Zhixiang Chen, Ada Wai-Chee Fu, David W. Cheung	Capabilities of outlier detection schemes in large datasets, framework and methodologies.	Knowl. Inf. Syst.	2007	DBLP DOI BibTeX RDF	Scheme capability, Density-based outliers, Connectivity-based outliers, Outlier detection, Performance metrics, Distance-based outliers
3	Jeen-Shing Wang, Jen-Chieh Chiang, Ya-Ting C. Yang	Support Vector Clustering with Outlier Detection.	ICIC	2007	DBLP DOI BibTeX RDF	Support vector clustering, Cluster validity measure, Outlier detection
3	Bo Sheng, Qun Li, Weizhen Mao, Wen Jin	Outlier detection in sensor networks.	MobiHoc	2007	DBLP DOI BibTeX RDF	data mining, wireless sensor networks, histogram, outlier detection
3	Matthew Eric Otey, Amol Ghoting, Srinivasan Parthasarathy	Fast Distributed Outlier Detection in Mixed-Attribute Data Sets.	Data Min. Knowl. Discov.	2006	DBLP DOI BibTeX RDF	mining dynamic data, mixedattribute data sets, data streams, anomaly detection, outlier detection, distributed data mining
3	Feng Jiang, Yuefei Sui, Cungen Cao	Outlier Detection Based on Rough Membership Function.	RSCTC	2006	DBLP DOI BibTeX RDF	rough membership function, rough sets, Outlier detection
3	Jing Gao, Haibin Cheng, Pang-Ning Tan	Semi-supervised outlier detection.	SAC	2006	DBLP DOI BibTeX RDF	semi-supervised learning, outlier detection
3	David M. J. Tax, Piotr Juszczak, Elzbieta Pekalska, Robert P. W. Duin	Outlier Detection Using Ball Descriptions with Adjustable Metric.	SSPR/SPR	2006	DBLP DOI BibTeX RDF	?p-ball, robustness, outlier detection, one-class classification
3	Naoki Abe, Bianca Zadrozny, John Langford	Outlier detection by active learning.	KDD	2006	DBLP DOI BibTeX RDF	active learning, outlier detection, ensemble method
3	Mingxi Wu, Chris Jermaine	Outlier detection by sampling with accuracy guarantees.	KDD	2006	DBLP DOI BibTeX RDF	active learning, outlier detection, ensemble method
3	Charu C. Aggarwal, Philip S. Yu	An effective and efficient algorithm for high-dimensional outlier detection.	VLDB J.	2005	DBLP DOI BibTeX RDF	Data mining, Outlier detection, High-dimensional spaces
3	Aleksandar Lazarevic, Vipin Kumar	Feature bagging for outlier detection.	KDD	2005	DBLP DOI BibTeX RDF	feature subsets, integration, outlier detection, bagging, false alarm, detection rate
3	J. Tolvi	Genetic algorithms for outlier detection and variable selection in linear regression models.	Soft Comput.	2004	DBLP DOI BibTeX RDF	Genetic algorithm, Model selection, Outlier detection, Outlier, Variable selection
3	Kenji Yamanishi, Jun-ichi Takeuchi, Graham J. Williams, Peter Milne	On-Line Unsupervised Outlier Detection Using Finite Mixtures with Discounting Learning Algorithms.	Data Min. Knowl. Discov.	2004	DBLP DOI BibTeX RDF	intrusion detection, anomaly detection, EM algorithm, outlier detection, fraud detection, finite mixture model
3	Ying Liu, Alan P. Sprague, Elliot Lefkowitz	Network flow for outlier detection.	ACM Southeast Regional Conference	2004	DBLP DOI BibTeX RDF	Maximum Flow Minimum Cut, data mining, graph theory, network flow, outlier detection
3	Dongmei Ren, Imad Rahal, William Perrizo, Kirk Scott	A vertical distance-based outlier detection method with local pruning.	CIKM	2004	DBLP DOI BibTeX RDF	distance-based, outlier detection, pruning, p-tree, neighborhood search
3	George Kollios, Dimitrios Gunopulos, Nick Koudas, Stefan Berchtold	Efficient Biased Sampling for Approximate Clustering and Outlier Detection in Large Data Sets.	IEEE Trans. Knowl. Data Eng.	2003	DBLP DOI BibTeX RDF	Data mining, clustering, sampling, outlier detection
3	Kieron Messer, Josef Kittler, John A. Haddon, Graham Watson, Sharon Watson	Adaptive Automatic Target Recognition with SVM Boosting for Outlier Detection.	SSPR/SPR	2000	DBLP DOI BibTeX RDF	support vector machines, mixture modelling, outlier detection, automatic target recognition
2	H. C. M. Bossers, Johann Hurink, Gerard J. M. Smit	Online Univariate Outlier Detection in Final Test: A Robust Rolling Horizon Approach.	European Test Symposium	2011	DBLP DOI BibTeX RDF	online outlier detection, final test, robust
2	Jing Gao, Feng Liang, Wei Fan, Chi Wang, Yizhou Sun, Jiawei Han	On community outliers and their efficient detection in information networks.	KDD	2010	DBLP DOI BibTeX RDF	outlier detection, information networks, community discovery
2	Yixin Chen, Xin Dang, Hanxiang Peng, Henry L. Bart Jr.	Outlier Detection with the Kernelized Spatial Depth Function.	IEEE Trans. Pattern Anal. Mach. Intell.	2009	DBLP DOI BibTeX RDF
2	Nguyen Hoang Vu, Vivekanand Gopalkrishnan	Efficient Pruning Schemes for Distance-Based Outlier Detection.	ECML/PKDD	2009	DBLP DOI BibTeX RDF
2	Yue Zhang 0008, Jie Liu, Bo Song	A New Algorithm for Outlier Detection Based on Offset.	IAS	2009	DBLP DOI BibTeX RDF
2	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
2	Ke Zhang, Marcus Hutter, Huidong Jin	A New Local Distance-Based Outlier Detection Approach for Scattered Real-World Data.	PAKDD	2009	DBLP DOI BibTeX RDF	local outlier, k-distance, LOF, LDOF, scattered data, KNN
2	Xiaolei Li, Zhenhui Li, Jiawei Han, Jae-Gil Lee	Temporal Outlier Detection in Vehicle Traffic Data.	ICDE	2009	DBLP DOI BibTeX RDF
2	Alice Marascu, Florent Masseglia	Parameterless outlier detection in data streams.	SAC	2009	DBLP DOI BibTeX RDF	parameterless, data streams, outliers
2	Jiadong Ren, Qunhui Wu, Jia Zhang, Changzhen Hu	Efficient Outlier Detection Algorithm for Heterogeneous Data Streams.	FSKD	2009	DBLP DOI BibTeX RDF	heterogeneous attributes, cluster reference, data streams, outlier detection
2	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
2	Yunxin Tao, Dechang Pi	Unifying Density-Based Clustering and Outlier Detection.	WKDD	2009	DBLP DOI BibTeX RDF
2	Charlie Isaksson, Margaret H. Dunham	A Comparative Study of Outlier Detection Algorithms.	MLDM	2009	DBLP DOI BibTeX RDF	data mining, detection, outlier, anomaly
2	ShengYi Jiang, Wen Yu	A Combination Classification Algorithm Based on Outlier Detection and C4.5.	ADMA	2009	DBLP DOI BibTeX RDF
2	Oral Alan, Cagatay Catal	An outlier detection algorithm based on object-oriented metrics thresholds.	ISCIS	2009	DBLP DOI BibTeX RDF
2	Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek	LoOP: local outlier probabilities.	CIKM	2009	DBLP DOI BibTeX RDF	outlier detection
2	Fabrizio Angiulli, Fabio Fassetti	DOLPHIN: An efficient algorithm for mining distance-based outliers in very large datasets.	TKDD	2009	DBLP DOI BibTeX RDF	Data mining, outlier detection, distance-based outliers
2	Faraz Rasheed, Peter Peng, Reda Alhajj, Jon G. Rokne	Fourier Transform Based Spatial Outlier Mining.	IDEAL	2009	DBLP DOI BibTeX RDF	fourier transform, outlier detection, curve fitting, Spatial analysis
2	Jeen-Shing Wang, Jen-Chieh Chiang	A Cluster Validity Measure With Outlier Detection for Support Vector Clustering.	IEEE Transactions on Systems, Man, and Cybernetics, Part B	2008	DBLP DOI BibTeX RDF
2	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
2	Yuan Li, Hiroyuki Kitagawa	Example-Based Robust DB-Outlier Detection for High Dimensional Data.	DASFAA	2008	DBLP DOI BibTeX RDF	DB-Outlier, Outlier, High-dimensional Data, Example
2	Lucantonio Ghionna, Gianluigi Greco, Antonella Guzzo, Luigi Pontieri	Outlier Detection Techniques for Process Mining Applications.	ISMIS	2008	DBLP DOI BibTeX RDF
2	Judice L. Y. Koh, Mong-Li Lee, Wynne Hsu, Wee Tiong Ang	Correlation-based Attribute Outlier Detection in XML.	ICDE	2008	DBLP DOI BibTeX RDF
2	Jae-Gil Lee, Jiawei Han, Xiaolei Li	Trajectory Outlier Detection: A Partition-and-Detect Framework.	ICDE	2008	DBLP DOI BibTeX RDF
2	Sheng-yi Jiang, Qing-bo An	Clustering-Based Outlier Detection Method.	FSKD	2008	DBLP DOI BibTeX RDF
2	Jiaogen Zhou, Chunjiang Zhao, You Wan, Wenjiang Huang, Baozhu Yang, Jixin Ge	A Novel Outlier Detection Algorithm for Distributed Databases.	FSKD	2008	DBLP DOI BibTeX RDF
2	Manzoor Elahi, Kun Li, Wasif Nisar, Xinjie Lv, Hongan Wang	Efficient Clustering-Based Outlier Detection Algorithm for Dynamic Data Stream.	FSKD	2008	DBLP DOI BibTeX RDF
2	Dongyi Ye, Zhaojiong Chen	A New Algorithm for High-Dimensional Outlier Detection Based on Constrained Particle Swarm Intelligence.	RSKT	2008	DBLP DOI BibTeX RDF
2	Junya Nishiguchi, Chosei Kaseda, Hirotaka Nakayama, Masao Arakawa, Yeboon Yun	Practical Approach to Outlier Detection Using Support Vector Regression.	ICONIP	2008	DBLP DOI BibTeX RDF
2	Nguyen Hoang Vu, Vivekanand Gopalkrishnan, Praneeth Namburi	Online Outlier Detection Based on Relative Neighbourhood Dissimilarity.	WISE	2008	DBLP DOI BibTeX RDF
2	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	2008	DBLP DOI BibTeX RDF
2	Meng Shuai, Kunqing Xie, Guanhua Chen, Xiuli Ma, Guojie Song	A Kalman Filter Based Approach for Outlier Detection in Sensor Networks.	CSSE	2008	DBLP DOI BibTeX RDF
2	Anrong Xue, Xiqiang Duan, Handa Ma, Weihe Chen, Shiguang Ju	Privacy Preserving Spatial Outlier Detection.	ICYCS	2008	DBLP DOI BibTeX RDF
2	Kazuyo Narita, Hiroyuki Kitagawa	Outlier Detection for Transaction Databases Using Association Rules.	WAIM	2008	DBLP DOI BibTeX RDF
2	Anna Koufakou, Jimmy Secretan, John Reeder, Kelvin Cardona, Michael Georgiopoulos	Fast parallel outlier detection for categorical datasets using MapReduce.	IJCNN	2008	DBLP DOI BibTeX RDF
2	Ricardo Bastos Cavalcante Prudêncio, Teresa Bernarda Ludermir	Active Meta-Learning with Uncertainty Sampling and Outlier Detection.	IJCNN	2008	DBLP DOI BibTeX RDF
2	Jilin Qu	Outlier Detection Based on Voronoi Diagram.	ADMA	2008	DBLP DOI BibTeX RDF
2	Noha A. Yousri, Mohamed S. Kamel, Mohamed A. Ismail	A Fuzzy Approach for Analyzing Outliers in Gene Expression Data.	BMEI	2008	DBLP DOI BibTeX RDF	Fuzzy Analysis, Clustering, Gene Expression, Outlier Detection
2	Kazuyo Narita, Hiroyuki Kitagawa	Detecting Outliers in Categorical Record Databases Based on Attribute Associations.	APWeb	2008	DBLP DOI BibTeX RDF	categorical record data, association rules, outlier detection
2	Huidong Jin, Olivier Y. de Vel, Ke Zhang, Nianjun Liu	Knowledge Discovery from Honeypot Data for Monitoring Malicious Attacks.	Australasian Conference on Artificial Intelligence	2008	DBLP DOI BibTeX RDF	density-based cluster visualisation, honeypot data, Knowledge discovery, outlier detection, botnet, Internet security
2	Wenjia Li, James Parker, Anupam Joshi	Security through Collaboration in MANETs.	CollaborateCom	2008	DBLP DOI BibTeX RDF	mobile ad hoc network, gossiping, outlier detection, misbehavior
2	Alfredo Vellido, Margarida Julià-Sapé, Enrique Romero, Carles Arús	Exploratory Characterization of Outliers in a Multi-centre 1H-MRS Brain Tumour Dataset.	KES	2008	DBLP DOI BibTeX RDF	Proton Magnetic Resonance Spectroscopy, Brain Tumours, Dimensionality Reduction, Data Visualization, Outlier Detection, Data exploration, Medical Decision Support Systems
2	Amol Ghoting, Srinivasan Parthasarathy, Matthew Eric Otey	Fast mining of distance-based outliers in high-dimensional datasets.	Data Min. Knowl. Discov.	2008	DBLP DOI BibTeX RDF	High-dimensional datasets, Approximate k-nearest neighbors, Clustering, Outlier detection
2	Lifei Chen, Qingshan Jiang	An extended EM algorithm for subspace clustering.	Frontiers of Computer Science in China	2008	DBLP DOI BibTeX RDF	high dimensional clustering, clustering criterion, EM algorithm, outlier detection, subspace clustering
2	Dechang Chen, Chang-Tien Lu, Yufeng Kou, Feng Chen	On Detecting Spatial Outliers.	GeoInformatica	2008	DBLP DOI BibTeX RDF	algorithm, outlier detection, spatial data mining
2	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
2	Fabrizio Angiulli, Gianluigi Greco, Luigi Palopoli	Outlier detection by logic programming.	ACM Trans. Comput. Log.	2007	DBLP DOI BibTeX RDF	computational complexity, logic programming, Outlier detection, nonmonotonic reasoning
2	Shin Ando	Clustering Needles in a Haystack: An Information Theoretic Analysis of Minority and Outlier Detection.	ICDM	2007	DBLP DOI BibTeX RDF
2	Matthew Gebski, Raymond K. Wong	An Efficient Histogram Method for Outlier Detection.	DASFAA	2007	DBLP DOI BibTeX RDF
2	Lancang Yang, Bing Shi, Xueqin Zhang, Lei Qiao	A New Approach to Outlier Detection.	International Conference on Computational Science	2007	DBLP DOI BibTeX RDF
2	Kun Niu, Chong Huang, Shubo Zhang, Junliang Chen	ODDC: Outlier Detection Using Distance Distribution Clustering.	PAKDD Workshops	2007	DBLP DOI BibTeX RDF
2	Liang Su, Weihong Han, Peng Zou, Yan Jia	Continuous Kernel-Based Outlier Detection over Distributed Data Streams.	ISPA Workshops	2007	DBLP DOI BibTeX RDF
2	Jin Chen, Gokul Soundararajan, Madalin Mihailescu, Cristiana Amza	Outlier Detection for Fine-grained Load Balancing in Database Clusters.	ICDE Workshops	2007	DBLP DOI BibTeX RDF
2	Huaizhi Wu, Martin D. F. Wong	Improving Voltage Assignment by Outlier Detection and Incremental Placement.	DAC	2007	DBLP DOI BibTeX RDF
2	Jo-Anne Ting, Evangelos Theodorou, Stefan Schaal	A Kalman filter for robust outlier detection.	IROS	2007	DBLP DOI BibTeX RDF
2	Liang Su, Weihong Han, Shuqiang Yang, Peng Zou, Yan Jia	Continuous Adaptive Outlier Detection on Distributed Data Streams.	HPCC	2007	DBLP DOI BibTeX RDF
2	Sajib Barua, Reda Alhajj	Parallel Wavelet Transform for Spatio-temporal Outlier Detection in Large Meteorological Data.	IDEAL	2007	DBLP DOI BibTeX RDF
2	Fabrizio Angiulli, Gianluigi Greco, Luigi Palopoli, Domenico Trimboli	The LP-OD System: Logic Programming Meets Outlier Detection.	LPNMR	2007	DBLP DOI BibTeX RDF
2	Dragoljub Pokrajac, Aleksandar Lazarevic, Longin Jan Latecki	Incremental Local Outlier Detection for Data Streams.	CIDM	2007	DBLP DOI BibTeX RDF
2	Karim Lekadir, Niall Keenan, Dudley Pennell, Guang-Zhong Yang	Shape-Based Myocardial Contractility Analysis Using Multivariate Outlier Detection.	MICCAI	2007	DBLP DOI BibTeX RDF
2	Yufeng Kou, Chang-Tien Lu, Raimundo F. Dos Santos	Spatial Outlier Detection: A Graph-Based Approach.	ICTAI	2007	DBLP DOI BibTeX RDF
2	Anna Koufakou, Enrique G. Ortiz, Michael Georgiopoulos, Georgios C. Anagnostopoulos, Kenneth M. Reynolds	A Scalable and Efficient Outlier Detection Strategy for Categorical Data.	ICTAI	2007	DBLP DOI BibTeX RDF
2	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
2	Shinsuke Matsumoto, Yasutaka Kamei, Akito Monden, Ken-ichi Matsumoto	Comparison of Outlier Detection Methods in Fault-proneness Models.	ESEM	2007	DBLP DOI BibTeX RDF
2	Longin Jan Latecki, Aleksandar Lazarevic, Dragoljub Pokrajac	Outlier Detection with Kernel Density Functions.	MLDM	2007	DBLP DOI BibTeX RDF
2	Kejia Zhang, Shengfei Shi, Hong Gao, Jianzhong Li	Unsupervised Outlier Detection in Sensor Networks Using Aggregation Tree.	ADMA	2007	DBLP DOI BibTeX RDF
2	Daniela G. Calò	Mixture Models in Forward Search Methods for Outlier Detection.	GfKl	2007	DBLP DOI BibTeX RDF
2	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
2	Jing Gao, Pang-Ning Tan	Converting Output Scores from Outlier Detection Algorithms into Probability Estimates.	ICDM	2006	DBLP DOI BibTeX RDF
2	Tang Jun	A Peer Dataset Comparison Outlier Detection Model Applied to Financial Surveillance.	ICPR	2006	DBLP DOI BibTeX RDF
2	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
2	Tang Jun	A Cross Datasets Referring Outlier Detection Model Applied to Suspicious Financial Transaction Discrimination.	WISI	2006	DBLP DOI BibTeX RDF