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Adaptive Cluster Tendency Visualization and Anomaly Detection for Streaming Data

https://doi.org/10.1145/2997656
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/9780470569962openalex-snapshot
Evolving Intelligent Systems
inferredcites →https://doi.org/10.1002/j.1538-7305.1957.tb01515.xopenalex-snapshot
Shortest Connection Networks And Some Generalizations
inferredcites →https://doi.org/10.1007/978-1-4612-1098-6openalex-snapshot
Computational Geometry
inferredcites →https://doi.org/10.1007/bf01386390openalex-snapshot
A note on two problems in connexion with graphs
inferredcites →https://doi.org/10.1007/s00371-015-1192-xopenalex-snapshot
A visual-numeric approach to clustering and anomaly detection for trajectory data
inferredcites →https://doi.org/10.1007/s10115-007-0070-xopenalex-snapshot
Tracking clusters in evolving data streams over sliding windows
inferredcites →https://doi.org/10.1007/s10472-009-9157-2openalex-snapshot
Is VAT really single linkage in disguise?
inferredcites →https://doi.org/10.1016/0020-0190(76)90071-5openalex-snapshot
An almost optimal algorithm for unbounded searching
inferredcites →https://doi.org/10.1016/b978-012722442-8/50016-1openalex-snapshot
A Framework for Clustering Evolving Data Streams
inferredcites →https://doi.org/10.1016/j.enpol.2013.07.090openalex-snapshot
Individual energy use and feedback in an office setting: A field trial
inferredcites →https://doi.org/10.1016/j.future.2013.01.010openalex-snapshot
Internet of Things (IoT): A vision, architectural elements, and future directions
inferredcites →https://doi.org/10.1016/j.is.2012.08.001openalex-snapshot
Mining neighbor-based patterns in data streams
inferredcites →https://doi.org/10.1016/j.patcog.2006.02.011openalex-snapshot
Scalable visual assessment of cluster tendency for large data sets
inferredcites →https://doi.org/10.1016/j.patcog.2014.04.006openalex-snapshot
Ellipsoidal neighbourhood outlier factor for distributed anomaly detection in resource constrained networks
inferredcites →https://doi.org/10.1016/j.peva.2010.08.018openalex-snapshot
Online anomaly detection for sensor systems: A simple and efficient approach
inferredcites →https://doi.org/10.1016/s0167-8655(03)00003-5openalex-snapshot
Discovering cluster-based local outliers
inferredcites →https://doi.org/10.1080/07474940802446236openalex-snapshot
Asymptotically Optimal Quickest Change Detection in Distributed Sensor Systems
inferredcites →https://doi.org/10.1090/s0002-9939-1956-0078686-7openalex-snapshot
On the shortest spanning subtree of a graph and the traveling salesman problem
inferredcites →https://doi.org/10.1109/bigdata.2013.6691561openalex-snapshot
clusiVAT: A mixed visual/numerical clustering algorithm for big data
inferredcites →https://doi.org/10.1109/icc.1995openalex-snapshot
Proceedings IEEE International Conference on Communications ICC '95
inferredcites →https://doi.org/10.1109/icc.2007.637openalex-snapshot
Quarter Sphere Based Distributed Anomaly Detection in Wireless Sensor Networks
inferredcites →https://doi.org/10.1109/iccs.2006.301508openalex-snapshot
Distributed Anomaly Detection in Wireless Sensor Networks
inferredcites →https://doi.org/10.1109/ijcnn.2002.1007487openalex-snapshot
VAT: a tool for visual assessment of (cluster) tendency
inferredcites →https://doi.org/10.1109/ijcnn.2005.1556327openalex-snapshot
Proceedings of the International Joint Conference on Neural Networks (IJCNN) 2005
inferredcites →https://doi.org/10.1109/infvis.2003.1249014openalex-snapshot
Dynamic visualization of transient data streams
inferredcites →https://doi.org/10.1109/mci.2011.940751openalex-snapshot
Anomaly Detection in Environmental Monitoring Networks [Application Notes]
inferredcites →https://doi.org/10.1109/pacificvis.2011.5742387openalex-snapshot
Interactive visualization of streaming data with Kernel Density Estimation
inferredcites →https://doi.org/10.1109/riot.2015.7104904openalex-snapshot
DP1SVM: A dynamic planar one-class support vector machine for Internet of Things environment
inferredcites →https://doi.org/10.1109/sfcs.1975.8openalex-snapshot
Closest-point problems
inferredcites →https://doi.org/10.1109/tcyb.2015.2477416openalex-snapshot
A Hybrid Approach to Clustering in Big Data
inferredcites →https://doi.org/10.1109/tfuzz.2006.889956openalex-snapshot
Visual Assessment of Clustering Tendency for Rectangular Dissimilarity Matrices
inferredcites →https://doi.org/10.1109/tfuzz.2014.2322385openalex-snapshot
Evolving Fuzzy Rules for Anomaly Detection in Data Streams
inferredcites →https://doi.org/10.1109/tkde.2009.192openalex-snapshot
Enhanced Visual Analysis for Cluster Tendency Assessment and Data Partitioning
inferredcites →https://doi.org/10.1109/tkde.2011.33openalex-snapshot
An Efficient Formulation of the Improved Visual Assessment of Cluster Tendency (iVAT) Algorithm
inferredcites →https://doi.org/10.1109/tvcg.2008.153openalex-snapshot
Rolling the Dice: Multidimensional Visual Exploration using Scatterplot Matrix Navigation
inferredcites →https://doi.org/10.1111/j.1467-8659.2011.01955.xopenalex-snapshot
Visualizing the Evolution of Community Structures in Dynamic Social Networks
inferredcites →https://doi.org/10.1137/0215021openalex-snapshot
The Ultimate Planar Convex Hull Algorithm?
inferredcites →https://doi.org/10.1145/146370.146381openalex-snapshot
A survey of adaptive sorting algorithms
inferredcites →https://doi.org/10.1145/1754414.1754419openalex-snapshot
Sensor faults
inferredcites →https://doi.org/10.1145/1835804.1835882openalex-snapshot
Fast euclidean minimum spanning tree
inferredcites →https://doi.org/10.1145/2109196.2109201openalex-snapshot
Shared execution strategy for neighbor-based pattern mining requests over streaming windows
inferredcites →https://doi.org/10.1145/505241.505243openalex-snapshot
An optimal minimum spanning tree algorithm
inferredcites →https://doi.org/10.1145/773153.773176openalex-snapshot
Maintaining variance and k-medians over data stream windows
inferredcites →https://doi.org/10.14778/2536274.2536312openalex-snapshot
Mining and linking patterns across live data streams and stream archives
inferredcites →https://doi.org/10.48550/arxiv.1502.04609openalex-snapshot
TextLuas: Tracking and Visualizing Document and Term Clusters in Dynamic Text Data
inferredcites →https://doi.org/10.5555/3225662.3225976openalex-snapshot
Tracking clusters in evolving data streams over sliding windows
inferredcites →https://doi.org/10.5555/338219.338634openalex-snapshot
Adaptive set intersections, unions, and differences

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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inferred← citeshttps://doi.org/10.1016/j.bdr.2023.100413openalex-snapshot
ML-aVAT: A Novel 2-Stage Machine-Learning Approach for Automatic Clustering Tendency Assessment
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inferred← citeshttps://doi.org/10.1016/j.eswa.2021.116110openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.ins.2024.120324openalex-snapshot
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inferred← citeshttps://doi.org/10.1057/s41599-019-0279-9openalex-snapshot
Fake news game confers psychological resistance against online misinformation
inferred← citeshttps://doi.org/10.1080/1206212x.2017.1397388openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/access.2019.2921912openalex-snapshot
Anomaly Detection, Analysis and Prediction Techniques in IoT Environment: A Systematic Literature Review
inferred← citeshttps://doi.org/10.1109/embc48229.2022.9871534openalex-snapshot
Scalable Cluster Tendency Assessment for Streaming Activity Data using Recurring Shapelets
inferred← citeshttps://doi.org/10.1109/i-smac49090.2020.9243509openalex-snapshot
IoT Streaming Data Outlier Detection and Sensor Data Aggregation
inferred← citeshttps://doi.org/10.1109/icassp39728.2021.9414144openalex-snapshot
Shapelet Based Visual Assessment of Cluster Tendency in Analyzing Complex Upper Limb Motion
inferred← citeshttps://doi.org/10.1109/iccubea.2018.8697406openalex-snapshot
Comprehensive Assessment of Security Attack Detection Algorithms in Internet of Things
inferred← citeshttps://doi.org/10.1109/ipdpsw50202.2020.00101openalex-snapshot
TOSS: A Topology-based Scheduler for Storm C1usters
inferred← citeshttps://doi.org/10.1109/mci.2018.2881643openalex-snapshot
Fuzzy Clustering: A Historical Perspective
inferred← citeshttps://doi.org/10.1109/msmc.2019.2961160openalex-snapshot
The Role of Visual Assessment of Clusters for Big Data Analysis: From Real-World Internet of Things
inferred← citeshttps://doi.org/10.1109/msmc.2019.2961163openalex-snapshot
Visual Approaches for Exploratory Data Analysis: A Survey of the Visual Assessment of Clustering Tendency (VAT) Family of Algorithms
inferred← citeshttps://doi.org/10.1109/ncc52529.2021.9530138openalex-snapshot
A Novel clustering tendency assessment algorithm for WSN generated Spatio-Temporal data
inferred← citeshttps://doi.org/10.1109/smartcomp50058.2020.00087openalex-snapshot
Anomaly Detection on IOT Data for Smart City
inferred← citeshttps://doi.org/10.1109/tcyb.2020.2973137openalex-snapshot
Visual Structural Assessment and Anomaly Detection for High-Velocity Data Streams
inferred← citeshttps://doi.org/10.1109/tits.2019.2899179openalex-snapshot
A Scalable Framework for Trajectory Prediction
inferred← citeshttps://doi.org/10.1145/3477051openalex-snapshot
DACHA: A Dual Graph Convolution Based Temporal Knowledge Graph Representation Learning Method Using Historical Relation
inferred← citeshttps://doi.org/10.1145/3490032openalex-snapshot
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inferred← citeshttps://doi.org/10.1155/2022/5113725openalex-snapshot
Method of Cumulative Anomaly Identification for Security Database Based on Discrete Markov chain
inferred← citeshttps://doi.org/10.1371/journal.pone.0196447openalex-snapshot
Micro-blog user community discovery using generalized SimRank edge weighting method
inferred← citeshttps://doi.org/10.15623/ijret.2014.0308029openalex-snapshot
A COMPREHENSIVE SURVEY ON DATA MINING
inferred← citeshttps://doi.org/10.25046/aj080413openalex-snapshot
Colorized iVAT Images for Labeled Data
inferred← citeshttps://doi.org/10.3390/app11125320openalex-snapshot
A Review of Machine Learning and Deep Learning Techniques for Anomaly Detection in IoT Data
inferred← citeshttps://doi.org/10.3390/s21238020openalex-snapshot
Overview of Explainable Artificial Intelligence for Prognostic and Health Management of Industrial Assets Based on Preferred Reporting Items for Systematic Reviews and Meta-Analyses
inferred← citeshttps://doi.org/10.4018/978-1-6684-8785-3.ch008openalex-snapshot
Future Outlier Detection Algorithm for Smarter Industry Application Using ML and AI
inferred← citeshttps://doi.org/10.4018/979-8-3693-4240-4.ch012openalex-snapshot
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