Search results for "outliers"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
113	Malik Agyemang, Ken Barker 0001, Reda Alhajj	Framework for mining web content outliers.	SAC	2004	DBLP DOI BibTeX RDF	content-specific algorithms, resource extraction, web outliers, data mining
75	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
75	Wen Jin, Anthony K. H. Tung, Jiawei Han 0001, Wei Wang 0009	Ranking Outliers Using Symmetric Neighborhood Relationship.	PAKDD	2006	DBLP DOI BibTeX RDF
68	Wendy Hui Wang, Ruilin Liu	Hiding distinguished ones into crowd: privacy-preserving publishing data with outliers.	EDBT	2009	DBLP DOI BibTeX RDF
65	Yong Shi 0002	Detecting Clusters and Outliers for Multi-dimensional Data.	MUE	2008	DBLP DOI BibTeX RDF	clusters, outliers
65	Richard Frank, Wen Jin, Martin Ester	Efficiently Mining Regional Outliers in Spatial Data.	SSTD	2007	DBLP DOI BibTeX RDF	Spatial outliers, Data mining, Delaunay-triangulation, Efficient algorithms
61	Wen Jin, Anthony K. H. Tung, Jiawei Han 0001	Mining top-n local outliers in large databases.	KDD	2001	DBLP DOI BibTeX RDF
59	Jian Tang 0001, Zhixiang Chen 0001, 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
58	Fabrizio Angiulli, Stefano Basta, Clara Pizzuti	Distance-Based Detection and Prediction of Outliers.	IEEE Trans. Knowl. Data Eng.	2006	DBLP DOI BibTeX RDF	outlier prediction, data mining, outlier detection, Distance-based outliers
58	Shitong Wang 0001, Korris Fu-Lai Chung, Zhaohong Deng, Dewen Hu, Xisheng Wu	Robust maximum entropy clustering algorithm with its labeling for outliers.	Soft Comput.	2006	DBLP DOI BibTeX RDF	?-insensitive loss function, Weight factors, Clustering, Robustness, Entropy, Outliers
54	Hieu Trung Huynh, Nguyen H. Vo, Minh-Tuan T. Hoang, Yonggwan Won	Performance Enhancement of RBF Networks in Classification by Removing Outliers in the Training Phase.	MDAI	2007	DBLP DOI BibTeX RDF
54	Daniel Barbará, Carlotta Domeniconi, James P. Rogers	Detecting outliers using transduction and statistical testing.	KDD	2006	DBLP DOI BibTeX RDF
54	Kristy Sim, Richard I. Hartley	Removing Outliers Using The L\infty Norm.	CVPR (1)	2006	DBLP DOI BibTeX RDF
54	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
52	Jiaxiang Lin, Dongyi Ye, Chongcheng Chen, Miaoxian Gao	Minimum Spanning Tree Based Spatial Outlier Mining and Its Applications.	RSKT	2008	DBLP DOI BibTeX RDF	Spatial outliers, MST Clustering, D-TIN, Outlier mining
52	Ahmet Kaya	Outlier Effects on Databases.	ADVIS	2004	DBLP DOI BibTeX RDF	Outliers in Time Series, AO, Outlier in Databases, Data Mining, Data Quality, ARMA, IO
51	George Zioutas, Leonidas S. Pitsoulis, Antonios Avramidis	Quadratic mixed integer programming and support vectors for deleting outliers in robust regression.	Ann. Oper. Res.	2009	DBLP DOI BibTeX RDF	Penalty method, Least trimmed squares, Identifying outliers, Support vectors machine, Mixed integer programming, Robust regression
51	Dantong Yu, Gholamhosein Sheikholeslami, Aidong Zhang	FindOut: Finding Outliers in Very Large Datasets.	Knowl. Inf. Syst.	2002	DBLP DOI BibTeX RDF	Data mining, Clustering, Wavelet, Outliers
51	Xiaohui Liu 0001, Gongxian Cheng, John Xingwang Wu	Analyzing Outliers Cautiously.	IEEE Trans. Knowl. Data Eng.	2002	DBLP DOI BibTeX RDF	AI modeling, self-organizing maps, Outliers, domain knowledge
47	Jiadong Ren, Changzhen Hu, Kunsheng Wang, Di Wu 0033	A Method for Analyzing Software Faults Based on Mining Outliers' Feature Attribute Sets.	AMT	2009	DBLP DOI BibTeX RDF
47	Dechang Chen, Chang-Tien Lu, Yufeng Kou, Feng Chen 0001	On Detecting Spatial Outliers.	GeoInformatica	2008	DBLP DOI BibTeX RDF	algorithm, outlier detection, spatial data mining
47	Jeffrey Xu Yu, Weining Qian, Hongjun Lu, Aoying Zhou	Finding centric local outliers in categorical/numerical spaces.	Knowl. Inf. Syst.	2006	DBLP DOI BibTeX RDF	Data mining, Clustering, Outlier detection
47	Jiaqi Wang, Chengqi Zhang, Xindong Wu 0001, Hongwei Qi, Jue Wang	SVM-OD: SVM Method to Detect Outliers.	Foundations and Novel Approaches in Data Mining	2006	DBLP DOI BibTeX RDF
47	Shirish S. Sane, Ashok A. Ghatol	Use of Instance Typicality for Efficient Detection of Outliers with Neural Network Classifiers.	ICIT	2006	DBLP DOI BibTeX RDF
47	Yong Shi 0002, Aidong Zhang	Towards Exploring Interactive Relationship between Clusters and Outliers in Multi-Dimensional Data Analysis.	ICDE	2005	DBLP DOI BibTeX RDF
47	Malik Agyemang, Ken Barker 0001, Reda Alhajj	WCOND-Mine: Algorithm for Detecting Web Content Outliers from Web Documents.	ISCC	2005	DBLP DOI BibTeX RDF
47	Zengyou He, Joshua Zhexue Huang, Xiaofei Xu, Shengchun Deng	Mining Class Outliers: Concepts, Algorithms and Applications.	WAIM	2004	DBLP DOI BibTeX RDF
47	Taghi M. Khoshgoftaar, Lofton A. Bullard, Kehan Gao	Detecting Outliers Using Rule-Based Modeling for Improving CBR-Based Software Quality Classification Models.	ICCBR	2003	DBLP DOI BibTeX RDF
47	Sridhar Ramaswamy, Rajeev Rastogi, Kyuseok Shim	Efficient Algorithms for Mining Outliers from Large Data Sets.	SIGMOD Conference	2000	DBLP DOI BibTeX RDF
47	Edwin M. Knorr, Raymond T. Ng	A unified approach for mining outliers.	CASCON	1997	DBLP BibTeX RDF
45	Alice Marascu, Florent Masseglia	Parameterless outlier detection in data streams.	SAC	2009	DBLP DOI BibTeX RDF	parameterless, data streams, outliers
45	Tassilo Glander, Jürgen Döllner	Cell-based generalization of 3D building groups with outlier management.	GIS	2007	DBLP DOI BibTeX RDF	accentuation, clustering, generalization, aggregation, level-of-detail, outliers, cells, 3D city models
45	Matej Novotny, Helwig Hauser	Outlier-Preserving Focus+Context Visualization in Parallel Coordinates.	IEEE Trans. Vis. Comput. Graph.	2006	DBLP DOI BibTeX RDF	outliers & trends, Parallel coordinates, large data visualization, focus+context visualization
44	Sariel Har-Peled, Yusu Wang 0001	Shape fitting with outliers.	SCG	2003	DBLP DOI BibTeX RDF	approximation, outliers, shape fitting
44	Stephen D. Bay, Mark Schwabacher	Mining distance-based outliers in near linear time with randomization and a simple pruning rule.	KDD	2003	DBLP DOI BibTeX RDF	diskbased algorithms, distance-based operations, anomaly detection, outliers
41	Chang-Tien Lu, Dechang Chen, Yufeng Kou	Algorithms for Spatial Outlier Detection.	ICDM	2003	DBLP DOI BibTeX RDF
40	Noha A. Yousri, Mohamed S. Kamel, Mohamed A. Ismail	A Fuzzy Approach for Analyzing Outliers in Gene Expression Data.	BMEI (1)	2008	DBLP DOI BibTeX RDF	Fuzzy Analysis, Clustering, Gene Expression, Outlier Detection
40	Juan Eugenio Iglesias, Marleen de Bruijne, Marco Loog, François Lauze, Mads Nielsen	A Family of Principal Component Analyses for Dealing with Outliers.	MICCAI (2)	2007	DBLP DOI BibTeX RDF
40	Junjie Ni, Yongxin Zhu 0001, Wei Guo	An Improved RAIM Scheme for Processing Multiple Outliers in GNSS.	AINA Workshops (1)	2007	DBLP DOI BibTeX RDF
40	Shuxin Li, Robert Lee, Sheau-Dong Lang	Detecting outliers in interval data.	ACM Southeast Regional Conference	2006	DBLP DOI BibTeX RDF	data mining, outlier, interval data
40	Héctor Allende, Sebastián Moreno, Cristian Rogel, Rodrigo Salas 0001	Robust Neural Gas for the Analysis of Data with Outliers.	SCCC	2004	DBLP DOI BibTeX RDF
40	Shashi Shekhar, Chang-Tien Lu, Pusheng Zhang	Detecting graph-based spatial outliers: algorithms and applications (a summary of results).	KDD	2001	DBLP DOI BibTeX RDF	Spatial Graphs, Outlier Detection, Spatial Data Mining
40	Chih-Ming Su, Shian-Shyong Tseng, Mon-Fong Jiang, Joe C. S. Chen	A Fast Clustering Process for Outliers and Remainder Clusters.	PAKDD	1999	DBLP DOI BibTeX RDF
38	Xiaowei Xu 0001, Nurcan Yuruk, Zhidan Feng, Thomas A. J. Schweiger	SCAN: a structural clustering algorithm for networks.	KDD	2007	DBLP DOI BibTeX RDF	graph partitioning, outliers, community Structure, hubs, network clustering
38	Josep Maria Mateo-Sanz, Francesc Sebé, Josep Domingo-Ferrer	Outlier Protection in Continuous Microdata Masking.	Privacy in Statistical Databases	2004	DBLP DOI BibTeX RDF	Masking methods, Outliers, Statistical disclosure control, Statistical database protection
38	Fatemah A. Alqallaf, Kjell P. Konis, R. Douglas Martin, Ruben H. Zamar	Scalable robust covariance and correlation estimates for data mining.	KDD	2002	DBLP DOI BibTeX RDF	data mining, outliers, robust estimators, robust statistics, scalable algorithm
38	Wang Song, Shaowei Xia	Self-organizing Algorithm of Robust PCA Based on Single-layer NN.	ICDAR	1997	DBLP DOI BibTeX RDF	Robust PCA, Neural Networks(NN), Principal Component Analysis(PCA), Outliers
38	Charles V. Stewart	Expected Performance of Robust Estimators Near Discontinuities.	ICCV	1995	DBLP DOI BibTeX RDF	expected performance, polynomial surface patch extraction, range discontinuity, truly random bad data, random outliers, coherently structured points, MINPRAN, pseudo outlier breakdown, pseudo outlier bias, feature extraction, computational geometry, Hough transforms, Hough transforms, robust estimators, estimation theory, RANSAC, M estimators, least median of squares
37	Nikos Giatrakos, Yannis Kotidis, Antonios Deligiannakis, Vasilis Vassalos, Yannis Theodoridis	TACO: tunable approximate computation of outliers in wireless sensor networks.	SIGMOD Conference	2010	DBLP DOI BibTeX RDF	sensor networks, outliers
37	Sid-Ahmed Berrani, Christophe Garcia	Robust detection of outliers for projection-based face recognition methods.	Multim. Tools Appl.	2008	DBLP DOI BibTeX RDF	High-dimensional data analysis, Face recognition, Outliers, Dimensionality curse
37	Richard Matthew McCutchen, Samir Khuller	Streaming Algorithms for k-Center Clustering with Outliers and with Anonymity.	APPROX-RANDOM	2008	DBLP DOI BibTeX RDF	clustering, anonymity, streaming, outliers, k-center
37	Marco Riani, Anthony C. Atkinson	Fast calibrations of the forward search for testing multiple outliers in regression.	Adv. Data Anal. Classif.	2007	DBLP DOI BibTeX RDF	Beta-distributed errors, Deletion residual, Multiple outliers, Truncated t distribution, Order statistics, Robust methods
37	Fabrizio Angiulli, Fabio Fassetti	Very efficient mining of distance-based outliers.	CIKM	2007	DBLP DOI BibTeX RDF	data mining, anomaly detection, distance-based outliers
37	Fabrizio Angiulli, Fabio Fassetti	Detecting distance-based outliers in streams of data.	CIKM	2007	DBLP DOI BibTeX RDF	data streams, anomaly detection, distance-based outliers
37	Sid-Ahmed Berrani, Christophe Garcia	On the impact of outliers on high-dimensional data analysis methods for face recognition.	CVDB	2005	DBLP DOI BibTeX RDF	high-dimensional data analysis, face recognition, outliers, dimensionality curse
34	Neill D. F. Campbell, George Vogiatzis, Carlos Hernández 0002, Roberto Cipolla	Using Multiple Hypotheses to Improve Depth-Maps for Multi-View Stereo.	ECCV (1)	2008	DBLP DOI BibTeX RDF
34	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
34	Franck Dufrenois, Johan Colliez, Denis Hamad	Crisp Weighted Support Vector Regression for robust single model estimation : application to object tracking in image sequences.	CVPR	2007	DBLP DOI BibTeX RDF
34	Chien-Cheng Lee, Cheng-Yuan Shih	Time Series Prediction Using Robust Radial Basis Function with Two-Stage Learning Rule.	ICTAI (2)	2007	DBLP DOI BibTeX RDF
34	Franck Dufrenois, Johan Colliez, Denis Hamad	Weighted Support Vector Regression for robust single model estimation : application to motion segmentation in image sequences.	IJCNN	2007	DBLP DOI BibTeX RDF
34	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
34	Biplab Kumer Sarker, Hiroyuki Kitagawa	A Distributed Algorithm for Outlier Detection in a Large Database.	DNIS	2005	DBLP DOI BibTeX RDF
34	Zengyou He, Xiaofei Xu, Joshua Zhexue Huang, Shengchun Deng	A Frequent Pattern Discovery Method for Outlier Detection.	WAIM	2004	DBLP DOI BibTeX RDF
34	Regunathan Radhakrishnan, Ajay Divakaran, Ziyou Xiong	A time series clustering based framework for multimedia mining and summarization using audio features.	Multimedia Information Retrieval	2004	DBLP DOI BibTeX RDF	video summarization, time series analysis, audio classification
33	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
33	Ji Zhang, Qigang Gao, Hai H. Wang, Qing Liu 0001, Kai Xu 0003	Detecting Projected Outliers in High-Dimensional Data Streams.	DEXA	2009	DBLP DOI BibTeX RDF
33	Nicolas Delannay, Cédric Archambeau, Michel Verleysen	Improving the Robustness to Outliers of Mixtures of Probabilistic PCAs.	PAKDD	2008	DBLP DOI BibTeX RDF
33	Prabhjot Kaur	DFCM: Density Based Approach to Identify Outliers and to Get Efficient Clusters in Fuzzy Clustering.	Web Intelligence	2008	DBLP DOI BibTeX RDF
33	Chongsheng Zhang, Zhongbo Wu, Bo Qu, Hong Chen 0001	Mining Top-n Local Outliers in Constrained Spatial Networks.	ADMA	2008	DBLP DOI BibTeX RDF
33	Marco A. O. Domingues, Renata M. C. R. de Souza, Francisco José de A. Cysneiros	A Symmetrical Model Applied to Interval-Valued Data Containing Outliers with Heavy-Tail Distribution.	ICONIP (2)	2008	DBLP DOI BibTeX RDF
33	Sanjay Chawla, Pei Sun	SLOM: a new measure for local spatial outliers.	Knowl. Inf. Syst.	2006	DBLP DOI BibTeX RDF	Spatial local outlier, Spatial neighbourhood, Oscillating parameter, R-trees index, Complexity
33	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
33	Mei-juan Su, Wei Deng	A Fast Robust Learning Algorithm for RBF Network Against Outliers.	ICIC (1)	2006	DBLP DOI BibTeX RDF
33	Wen Jin, Yuelong Jiang, Weining Qian, Anthony K. H. Tung	Mining Outliers in Spatial Networks.	DASFAA	2006	DBLP DOI BibTeX RDF
33	Wei Zhang 0018, Jana Kosecká	Nonparametric Estimation of Multiple Structures with Outliers.	WDV	2006	DBLP DOI BibTeX RDF
33	Jongho Kim, Kicheol Jeon, Jechang Jeong	Detection Method and Removing Filter for Corner Outliers in Highly Compressed Video.	PSIVT	2006	DBLP DOI BibTeX RDF	corner outlier, low bit-rate video, block-based coding, MPEG-4 video
33	Elio Lozano, Edgar Acuña	Parallel Algorithms for Distance-Based and Density-Based Outliers.	ICDM	2005	DBLP DOI BibTeX RDF
33	Malik Agyemang, Ken Barker 0001, Reda Alhajj	Mining web content outliers using structure oriented weighting techniques and N-grams.	SAC	2005	DBLP DOI BibTeX RDF	web mining, text categorization, n-grams, web contents, dissimilarity measure
33	Tianqiang Huang, Xiaolin Qin, Qinmin Wang, Chongcheng Chen	Quick Spatial Outliers Detecting with Random Sampling.	Canadian AI	2005	DBLP DOI BibTeX RDF
33	Steven M. Gustafson, Edmund K. Burke	A Niche for Parallel Island Models: Outliers and Local Search.	ICPP Workshops	2005	DBLP DOI BibTeX RDF
33	Jin-Tsong Jeng, Chen-Chia Chuang	Annealing robust Walsh function networks for modeling with outliers and digital implementation.	ISCAS (3)	2005	DBLP DOI BibTeX RDF
33	Yiqiang Zhan, Dinggang Shen	Increasing Efficiency of SVM by Adaptively Penalizing Outliers.	EMMCVPR	2005	DBLP DOI BibTeX RDF
33	Pei Sun, Sanjay Chawla	On Local Spatial Outliers.	ICDM	2004	DBLP DOI BibTeX RDF
33	Haiqin Yang, Kaizhu Huang, Laiwan Chan, Irwin King, Michael R. Lyu	Outliers Treatment in Support Vector Regression for Financial Time Series Prediction.	ICONIP	2004	DBLP DOI BibTeX RDF
33	Zhixiang Chen 0001, Jian Tang 0001, Ada Wai-Chee Fu	Modeling and Efficient Mining of Intentional Knowledge of Outliers.	IDEAS	2003	DBLP DOI BibTeX RDF	knowledge sets, categorical similarity, behavioral similarity, outliered patterns, outlier detection
33	Chang-Tien Lu, Dechang Chen, Yufeng Kou	Detecting Spatial Outliers with Multiple Attributes.	ICTAI	2003	DBLP DOI BibTeX RDF
33	Jorma Laurikkala, Martti Juhola	Hierarchical Clustering of Female Urinary Incontinence - Data Having Noise and Outliers.	ISMDA	2001	DBLP DOI BibTeX RDF
33	Markus M. Breunig, Hans-Peter Kriegel, Raymond T. Ng, Jörg Sander 0001	LOF: Identifying Density-Based Local Outliers.	SIGMOD Conference	2000	DBLP DOI BibTeX RDF	outlier detection, database mining
31	Guang Xu, Jinhui Xu 0001	An improved approximation algorithm for uncapacitated facility location problem with penalties.	J. Comb. Optim.	2009	DBLP DOI BibTeX RDF	Algorithms, Approximation algorithms, Outliers, Facility location problem
31	Faizah Shaari, Azuraliza Abu Bakar, Abdul Razak Hamdan	A Predictive Analysis on Medical Data Based on Outlier Detection Method Using Non-Reduct Computation.	ADMA	2009	DBLP DOI BibTeX RDF	Non-Reduct, non-interesting, superfluous, rare, redundant, outliers, abnormal
31	Julie Schiller, Paul A. Cairns	There's always one!: modelling outlying user performance.	CHI Extended Abstracts	2008	DBLP DOI BibTeX RDF	population distribution, modelling, outliers, user performance
31	J. Dinesh Peter, V. K. Govindan, Abraham T. Mathew	Acquainted Non-convexity Multiresolution Based Optimization for Affine Parameter Estimation in Image Registration.	ISICA	2008	DBLP DOI BibTeX RDF	Affine parameter estimation, Robust M-estimators, Motion estimation, Image Registration, outliers
31	Victor K. Y. Chan, W. Eric Wong	Outlier elimination in construction of software metric models.	SAC	2007	DBLP DOI BibTeX RDF	Least of Median Squares (LMS), models, software metrics, outliers
31	Guang Xu, Jinhui Xu 0001	An Improved Approximation Algorithm for Uncapacitated Facility Location Problem with Penalties.	COCOON	2005	DBLP DOI BibTeX RDF	Algorithms, Approximation Algorithms, Outliers, Facility Location Problem
31	Eiman Elnahrawy, Badri Nath	Online data cleaning in wireless sensor networks.	SenSys	2003	DBLP DOI BibTeX RDF	noisy sensors, fault-tolerance, outliers, Bayesian theory
31	Martin Brocke	Statistical Image Sequence Processing for Temporal Change Detection.	DAGM-Symposium	2002	DBLP DOI BibTeX RDF	image sequences, automation, change detection, process control, outliers
31	Charles V. Stewart	MINPRAN: A New Robust Estimator for Computer Vision.	IEEE Trans. Pattern Anal. Mach. Intell.	1995	DBLP DOI BibTeX RDF	parameter estimation, Surface reconstruction, outliers, robust estimation, range data
30	Shaji Krishnan, Hans G. Kerkhoff	A Robust Metric for Screening Outliers from Analogue Product Manufacturing Tests Responses.	ETS	2011	DBLP DOI BibTeX RDF	Analogue, Reliability, Test, Outliers, Mahalanobis distance
30	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
30	Yannis Kotidis, Vasilis Vassalos, Antonios Deligiannakis, Vassilis Stoumpos, Alex Delis	Robust management of outliers in sensor network aggregate queries.	MobiDE	2007	DBLP DOI BibTeX RDF	sensor networks, data aggregation, outliers