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A hybrid layout algorithm for sub-quadratic multidimensional scaling

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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/spe.4380211102openalex-snapshot
Graph drawing by force‐directed placement
inferredcites →https://doi.org/10.1023/a:1011343115154openalex-snapshot
Fixed Queries Array: A Fast and Economical Data Structure for Proximity Searching
inferredcites →https://doi.org/10.1080/00401706.1983.10487903openalex-snapshot
Introduction to Multivariate Analysis
inferredcites →https://doi.org/10.1109/72.846729openalex-snapshot
Self organization of a massive document collection
inferredcites →https://doi.org/10.1109/72.846743openalex-snapshot
Fast self-organizing feature map algorithm
inferredcites →https://doi.org/10.1145/276698.276876openalex-snapshot
Approximate nearest neighbors
inferredcites →https://doi.org/10.1145/365024.365097openalex-snapshot
Does organisation by similarity assist image browsing?
inferredcites →https://doi.org/10.48456/tr-509openalex-snapshot
Proximity visualisation of abstract data
inferredcites →https://doi.org/10.5555/244979.245035openalex-snapshot
A linear iteration time layout algorithm for visualising high-dimensional data

What points at this work

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

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Visualizing Complex Networks
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City: A Mixture of Old and New Media
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Visualizing data streams
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Eigensolver Methods for Progressive Multidimensional Scaling of Large Data
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DEMScale: Large Scale MDS Accounting for a Ridge Operator and Demographic Variables
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Class-specific metrics for multidimensional data projection applied to CBIR
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LoCH: A neighborhood-based multidimensional projection technique for high-dimensional sparse spaces
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A graph-based N-body approximation with application to stochastic neighbor embedding
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Fast Multidimensional Scaling Through Sampling, Springs and Interpolation
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A Visual Workspace for Constructing Hybrid Multidimensional Scaling Algorithms and Coordinating Multiple Views
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A Pivot-Based Routine for Improved Parent-Finding in Hybrid MDS
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Interactive Wormhole Detection and Evaluation
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Visualization of Web Usage Patterns
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TextPool: Visualizing Live Text Streams
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Improving hybrid MDS with pivot-based searching
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A virtual workspace for hybrid multidimensional scaling algorithms
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Dynamic visualization of transient data streams
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Visualization of labeled data using linear transformations
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Steerable, Progressive Multidimensional Scaling
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Semantically modified diffusion limited aggregation for visualizing large-scale networks
inferred← citeshttps://doi.org/10.1109/iv.2004.1320173openalex-snapshot
Multiscale hybrid MDS
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Visual Mapping of Text Collections through a Fast High Precision Projection Technique
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Voromap: A Voronoi-based tool for visual exploration of multi-dimensional data
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User-Centered Multidimensional Projection Techniques
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STREAMIT: Dynamic visualization and interactive exploration of text streams
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Projection-Based Image Retrieval Using Class-Specific Metrics
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Relational Duals of Cluster-Validity Functions for the $c$ -Means Family
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Two-Way Multidimensional Scaling: A Review
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Least Square Projection: A Fast High-Precision Multidimensional Projection Technique and Its Application to Document Mapping
inferred← citeshttps://doi.org/10.1109/tvcg.2010.207openalex-snapshot
Two-Phase Mapping for Projecting Massive Data Sets
inferred← citeshttps://doi.org/10.1109/tvcg.2011.220openalex-snapshot
Local Affine Multidimensional Projection
inferred← citeshttps://doi.org/10.1109/tvcg.2015.2464797openalex-snapshot
Visualizing and Interacting with Kernelized Data
inferred← citeshttps://doi.org/10.1109/tvcg.2016.2640960openalex-snapshot
Visualizing High-Dimensional Data: Advances in the Past Decade
inferred← citeshttps://doi.org/10.1109/tvcg.2018.2846735openalex-snapshot
Multidimensional Projection for Visual Analytics: Linking Techniques with Distortions, Tasks, and Layout Enrichment
inferred← citeshttps://doi.org/10.1109/tvcg.2018.2865194openalex-snapshot
DimReader: Axis lines that explain non-linear projections
inferred← citeshttps://doi.org/10.1109/tvcg.2021.3061925openalex-snapshot
Visual Analysis of Multi-Parameter Distributions Across Ensembles of 3D Fields
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Interactive Wormhole Detection in Large Scale Wireless Networks
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iLAMP: Exploring high-dimensional spacing through backward multidimensional projection
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Piece wise Laplacian‐based Projection for Interactive Data Exploration and Organization
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Visualizing multiattribute Web transactions using a freeze technique
inferred← citeshttps://doi.org/10.1145/1148550.1148592openalex-snapshot
Une approche MDS hybride pour l'exploration visuelle interactive
inferred← citeshttps://doi.org/10.1145/1268517.1268563openalex-snapshot
Visualization and exploration of time-varying medical image data sets
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Visualização de fibras neurais usando projeções multi-dimensionais
inferred← citeshttps://doi.org/10.11606/d.55.2012.tde-03122012-150232openalex-snapshot
Explorando conjuntos de dados volumétricos multidimensionais variantes no tempo usando projeções
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Empregando técnicas de projeção multidimensional para transformação interativa de espaços de características
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Visualização e exploração de dados multidimensionais na web
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Understanding interactive multidimensional projections
inferred← citeshttps://doi.org/10.11606/t.55.2008.tde-04032009-145018openalex-snapshot
Mapeamento de dados multi-dimensionais - integrando mineração e visualização
inferred← citeshttps://doi.org/10.11606/t.55.2009.tde-14092009-123807openalex-snapshot
Espaço incremental para a mineração visual de conjuntos dinâmicos de documentos
inferred← citeshttps://doi.org/10.11606/t.55.2016.tde-11112016-184130openalex-snapshot
Multidimensional projections for the visual exploration of multimedia data
inferred← citeshttps://doi.org/10.11606/t.55.2017.tde-12012017-150124openalex-snapshot
Projeções multidimensionais para a análise de fluxos de dados
inferred← citeshttps://doi.org/10.1177/1473871617700683openalex-snapshot
UPDis: A user-assisted projection technique for distance information
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FragViz: visualization of fragmented networks
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Multidimensional scaling for large genomic data sets
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Multilevel multidimensional scaling on the GPU
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QuestVis and MDSteer : the visualization of high-dimensional environmental sustainability data
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Visualizing big data via a mixture of PARAMAP and Isomap
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A new visual quality metric for evaluating the performance of multidimensional projections
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Inverse Greybox Virtual Metering Algorithms to Visualize Building Energy Flows
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Análise Visual utilizando Projeções Multidimensionais
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Visual Mining of Text Collections
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Implementing FastMap on the GPU: Considerations on General-Purpose Computation on Graphics Hardware
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Getting over High-Dimensionality: How Multidimensional Projection Methods Can Assist Data Science
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