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Distance-based outlier detection
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/3-540-45681-3_2openalex-snapshot
Fast Outlier Detection in High Dimensional Spaces
inferredcites →https://doi.org/10.1007/978-3-642-01307-2_86openalex-snapshot
Outlier Detection in Axis-Parallel Subspaces of High Dimensional Data
inferredcites →https://doi.org/10.1007/978-3-642-04174-7_11openalex-snapshot
Efficient Pruning Schemes for Distance-Based Outlier Detection
inferredcites →https://doi.org/10.1007/s10618-008-0093-2openalex-snapshot
Fast mining of distance-based outliers in high-dimensional datasets
inferredcites →https://doi.org/10.1016/0169-2070(95)00625-7openalex-snapshot
Outliers in statistical data
inferredcites →https://doi.org/10.1023/a:1009769707641openalex-snapshot
Extensions to the k-Means Algorithm for Clustering Large Data Sets with Categorical Values
inferredcites →https://doi.org/10.1109/icde.2003.1260802openalex-snapshot
LOCI: fast outlier detection using the local correlation integral
inferredcites →https://doi.org/10.1109/icdm.2003.1250987openalex-snapshot
Learning rules for anomaly detection of hostile network traffic
inferredcites →https://doi.org/10.1117/12.150246openalex-snapshot
Outlier detection and motion segmentation
inferredcites →https://doi.org/10.1137/1.9781611972764.70openalex-snapshot
Fast Mining of Distance-Based Outliers in High-Dimensional Datasets
inferredcites →https://doi.org/10.1145/1321440.1321550openalex-snapshot
Very efficient mining of distance-based outliers
inferredcites →https://doi.org/10.1145/1327452.1327494openalex-snapshot
Near-optimal hashing algorithms for approximate nearest neighbor in high dimensions
inferredcites →https://doi.org/10.1145/335191.335437openalex-snapshot
Efficient algorithms for mining outliers from large data sets
inferredcites →https://doi.org/10.1145/342009.335437openalex-snapshot
Efficient algorithms for mining outliers from large data sets
inferredcites →https://doi.org/10.1145/380995.381030openalex-snapshot
The UCI KDD archive of large data sets for data mining research and experimentation
inferredcites →https://doi.org/10.1145/775047.775102openalex-snapshot
Learning nonstationary models of normal network traffic for detecting novel attacks
inferredcites →https://doi.org/10.1145/956750.956758openalex-snapshot
Mining distance-based outliers in near linear time with randomization and a simple pruning rule
inferredcites →https://doi.org/10.4018/978-1-59904-252-7openalex-snapshot
Knowledge Discovery and Data Mining
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Outliers in Semi-Parametric Estimation of Treatment Effects
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inferred← citeshttps://doi.org/10.1002/sam.11161openalex-snapshot
A survey on unsupervised outlier detection in high‐dimensional numerical data
inferred← citeshttps://doi.org/10.1002/widm.1280openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-030-62582-5openalex-snapshot
Malware Analysis Using Artificial Intelligence and Deep Learning
inferred← citeshttps://doi.org/10.1007/978-3-030-82193-7_57openalex-snapshot
Increasing Robustness for Machine Learning Services in Challenging Environments: Limited Resources and No Label Feedback
inferred← citeshttps://doi.org/10.1007/978-3-319-10061-6_23openalex-snapshot
Outliers on Concept Lattices
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Fast and Scalable Outlier Detection with Approximate Nearest Neighbor Ensembles
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Which Outlier Detection Algorithm Should I Use?
inferred← citeshttps://doi.org/10.1007/978-3-319-61566-0_92openalex-snapshot
Randomizing Greedy Ensemble Outlier Detection with GRASP
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Good and Bad Neighborhood Approximations for Outlier Detection Ensembles
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Distance-Based Outlier Detection on Uncertain Data of Gaussian Distribution
inferred← citeshttps://doi.org/10.1007/978-3-642-30507-8_13openalex-snapshot
Unsupervised Clustering Approach for Network Anomaly Detection
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A Scalable Algorithm for Detecting Community Outliers in Social Networks
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Local outlier detection reconsidered: a generalized view on locality with applications to spatial, video, and network outlier detection
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Graph based anomaly detection and description: a survey
inferred← citeshttps://doi.org/10.1007/s10618-015-0444-8openalex-snapshot
On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study
inferred← citeshttps://doi.org/10.1007/s10618-024-01084-1openalex-snapshot
Efficient outlier detection in numerical and categorical data
inferred← citeshttps://doi.org/10.1007/s11042-014-1914-5openalex-snapshot
How to measure similarity for multiple categorical data sets?
inferred← citeshttps://doi.org/10.1007/s11263-024-02117-4openalex-snapshot
Generalized Out-of-Distribution Detection: A Survey
inferred← citeshttps://doi.org/10.1007/s11280-013-0211-yopenalex-snapshot
Efficient distance-based outlier detection on uncertain datasets of Gaussian distribution
inferred← citeshttps://doi.org/10.1007/s11633-014-0775-8openalex-snapshot
Top-k Outlier Detection from Uncertain Data
inferred← citeshttps://doi.org/10.1007/s11859-014-1002-8openalex-snapshot
A mapreduced-based and cell-based outlier detection algorithm
inferred← citeshttps://doi.org/10.1007/s41060-021-00265-1openalex-snapshot
On the nature and types of anomalies: a review of deviations in data
inferred← citeshttps://doi.org/10.1016/j.amar.2022.100248openalex-snapshot
A hybrid modelling framework of machine learning and extreme value theory for crash risk estimation using traffic conflicts
inferred← citeshttps://doi.org/10.1016/j.autcon.2024.105290openalex-snapshot
Dam safety monitoring data anomaly recognition using multiple-point model with local outlier factor
inferred← citeshttps://doi.org/10.1016/j.esd.2021.11.001openalex-snapshot
Identifying buildings with rising electricity-consumption and those with high energy-saving potential for government's management by data mining approaches
inferred← citeshttps://doi.org/10.1016/j.eswa.2020.113215openalex-snapshot
Reducing distance computations for distance-based outliers
inferred← citeshttps://doi.org/10.1016/j.eswa.2021.116476openalex-snapshot
A novel outlier detection method for monitoring data in dam engineering
inferred← citeshttps://doi.org/10.1016/j.ins.2016.02.023openalex-snapshot
A multi-step outlier-based anomaly detection approach to network-wide traffic
inferred← citeshttps://doi.org/10.1016/j.ins.2017.11.023openalex-snapshot
Incremental anomaly detection using two-layer cluster-based structure
inferred← citeshttps://doi.org/10.1016/j.ipm.2026.104776openalex-snapshot
Mitigating cross-modal interference in multimodal fake news detection via adaptive feature optimization
inferred← citeshttps://doi.org/10.1016/j.measurement.2025.117998openalex-snapshot
Reconstruct defect features in ultrasonic scan data by multi-time local outlier factors
inferred← citeshttps://doi.org/10.1016/j.patrec.2015.04.004openalex-snapshot
Outlier detection using neighborhood rank difference
inferred← citeshttps://doi.org/10.1080/15568318.2023.2283462openalex-snapshot
Patterns of car dependency of metropolitan areas worldwide: Learning from the outliers
inferred← citeshttps://doi.org/10.1083/jcb.201610026openalex-snapshot
Machine learning and computer vision approaches for phenotypic profiling
inferred← citeshttps://doi.org/10.1109/access.2019.2932769openalex-snapshot
Progress in Outlier Detection Techniques: A Survey
inferred← citeshttps://doi.org/10.1109/atsip.2016.7523045openalex-snapshot
Anomaly detection through outlier and neighborhood data in Wireless Sensor Networks
inferred← citeshttps://doi.org/10.1109/bigdata.2015.7364018openalex-snapshot
Top (k1, k2) Distance-based outliers detection in an uncertain dataset
inferred← citeshttps://doi.org/10.1109/bigdata.2017.8257998openalex-snapshot
Distributed Top-N local outlier detection in big data
inferred← citeshttps://doi.org/10.1109/bigdata52589.2021.9671856openalex-snapshot
Scalable Outlier Detection Using Distance Projections
inferred← citeshttps://doi.org/10.1109/dsaa.2017.35openalex-snapshot
SECODA: Segmentation- and Combination-Based Detection of Anomalies
inferred← citeshttps://doi.org/10.1109/fskd.2011.6019794openalex-snapshot
Two-phase outlier detection in multivariate time series
inferred← citeshttps://doi.org/10.1109/hipc62374.2024.00021openalex-snapshot
GDBOD: Density-Based Outlier Detection Exploiting Efficient Tree Traversals on the GPU
inferred← citeshttps://doi.org/10.1109/icde.2011.5767852openalex-snapshot
Locality Sensitive Outlier Detection: A ranking driven approach
inferred← citeshttps://doi.org/10.1109/icde.2017.143openalex-snapshot
Multi-Tactic Distance-Based Outlier Detection
inferred← citeshttps://doi.org/10.1109/icde60146.2024.00116openalex-snapshot
Mccatch: Scalable Microcluster Detection in Dimensional and Nondimensional Datasets
inferred← citeshttps://doi.org/10.1109/icdmw.2018.00140openalex-snapshot
Outlier Detection Based on Low Density Models
inferred← citeshttps://doi.org/10.1109/icetech.2016.7569352openalex-snapshot
A study on IDS for preventing Denial of Service attack using outliers techniques
inferred← citeshttps://doi.org/10.1109/ichi.2017.75openalex-snapshot
Provider-Consumer Anomaly Detection for Healthcare Systems
inferred← citeshttps://doi.org/10.1109/icoacs.2016.7563058openalex-snapshot
Closest neighbors excluded outlier detection
inferred← citeshttps://doi.org/10.1109/icodse.2016.7936102openalex-snapshot
A distance-based outlier detection method for rumor detection exploiting user behaviorial differences
inferred← citeshttps://doi.org/10.1109/imcec51613.2021.9482304openalex-snapshot
Comparison of Clustering-based Network Traffic Anomaly Detection Methods
inferred← citeshttps://doi.org/10.1109/infocomwkshps50562.2020.9162672openalex-snapshot
A Unified Federated Learning Framework for Wireless Communications: towards Privacy, Efficiency, and Security
inferred← citeshttps://doi.org/10.1109/inista.2017.8001190openalex-snapshot
Multiobjective genetic algorithm for outliers detection
inferred← citeshttps://doi.org/10.1109/inista.2017.8001191openalex-snapshot
Outlier detection in medical data using linguistic summaries
inferred← citeshttps://doi.org/10.1109/pacificvis.2018.00034openalex-snapshot
Know Your Enemy: Identifying Quality Problems of Time Series Data
inferred← citeshttps://doi.org/10.1109/sai.2015.7237166openalex-snapshot
A fast noise resilient anomaly detection using GMM-based collective labelling
inferred← citeshttps://doi.org/10.1109/tie.2019.2903774openalex-snapshot
An Incorrect Data Detection Method for Big Data Cleaning of Machinery Condition Monitoring
inferred← citeshttps://doi.org/10.1109/tpds.2012.261openalex-snapshot
Scalable Hypergrid k-NN-Based Online Anomaly Detection in Wireless Sensor Networks
inferred← citeshttps://doi.org/10.1109/trustcom.2011.73openalex-snapshot
Highly Efficient Distance-Based Anomaly Detection through Univariate with PCA in Wireless Sensor Networks
inferred← citeshttps://doi.org/10.1109/trustcom.2012.173openalex-snapshot
Histogram-Based Online Anomaly Detection in Hierarchical Wireless Sensor Networks
inferred← citeshttps://doi.org/10.1109/tvcg.2018.2864825openalex-snapshot
EnsembleLens: Ensemble-based Visual Exploration of Anomaly Detection Algorithms with Multidimensional Data
inferred← citeshttps://doi.org/10.1115/1.4033661openalex-snapshot
A Data-Driven Model for Energy Consumption in the Sintering Process
inferred← citeshttps://doi.org/10.1117/1.jrs.9.095070openalex-snapshot
Local density-based anomaly detection in hyperspectral image
inferred← citeshttps://doi.org/10.1137/1.9781611972825.90openalex-snapshot
On Evaluation of Outlier Rankings and Outlier Scores
inferred← citeshttps://doi.org/10.1142/9789813109001_0015openalex-snapshot
Information Outliers and Their Detection
inferred← citeshttps://doi.org/10.1145/2487575.2487676openalex-snapshot
Subsampling for efficient and effective unsupervised outlier detection ensembles
inferred← citeshttps://doi.org/10.1145/2733381openalex-snapshot
Hierarchical Density Estimates for Data Clustering, Visualization, and Outlier Detection
inferred← citeshttps://doi.org/10.1145/2783258.2783387openalex-snapshot
Online Outlier Exploration Over Large Datasets
inferred← citeshttps://doi.org/10.1145/2791347.2791352openalex-snapshot
On the internal evaluation of unsupervised outlier detection
inferred← citeshttps://doi.org/10.1145/2983323.2983660openalex-snapshot
Robust Contextual Outlier Detection
inferred← citeshttps://doi.org/10.1145/3097983.3098179openalex-snapshot
Distributed Local Outlier Detection in Big Data
inferred← citeshttps://doi.org/10.1145/3097983.3098191openalex-snapshot
Scalable Top-n Local Outlier Detection
inferred← citeshttps://doi.org/10.1145/3132847.3133189openalex-snapshot
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inferred← citeshttps://doi.org/10.1145/3243734.3243741openalex-snapshot
Utility-Aware Synthesis of Differentially Private and Attack-Resilient Location Traces
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Fast and Scalable Outlier Detection with Sorted Hypercubes
inferred← citeshttps://doi.org/10.1145/3394053openalex-snapshot
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inferred← citeshttps://doi.org/10.11606/d.55.2015.tde-26062015-101457openalex-snapshot
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inferred← citeshttps://doi.org/10.1166/jmihi.2021.3857openalex-snapshot
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inferred← citeshttps://doi.org/10.13052/jmm1550-4646.1635openalex-snapshot
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inferred← citeshttps://doi.org/10.1371/journal.pone.0220253openalex-snapshot
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inferred← citeshttps://doi.org/10.14257/astl.2013.29.109openalex-snapshot
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inferred← citeshttps://doi.org/10.1504/ijahuc.2019.102452openalex-snapshot
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inferred← citeshttps://doi.org/10.21236/ada580209openalex-snapshot
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inferred← citeshttps://doi.org/10.23940/ijpe.17.04.p10.427436openalex-snapshot
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inferred← citeshttps://doi.org/10.3233/bme-151422openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/econometrics9020019openalex-snapshot
Outliers in Semi-Parametric Estimation of Treatment Effects
inferred← citeshttps://doi.org/10.3390/info12010034openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/sym12030328openalex-snapshot
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inferred← citeshttps://doi.org/10.34658/jacs.2017.2.29-42openalex-snapshot
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inferred← citeshttps://doi.org/10.3837/tiis.2022.12.002openalex-snapshot
Density-based Outlier Detection in Multi-dimensional Datasets
inferred← citeshttps://doi.org/10.48550/arxiv.1502.01783openalex-snapshot
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inferred← citeshttps://doi.org/10.48550/arxiv.1605.00519openalex-snapshot
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inferred← citeshttps://doi.org/10.5120/15505-4207openalex-snapshot
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inferred← citeshttps://doi.org/10.63317/5jnncdjz56osopenalex-snapshot
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inferred← citeshttps://doi.org/10.70675/32b3404ez6643z4747zbbc5zf2a38e86e7bbopenalex-snapshot
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