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Error-Driven Resolution and Precision Reduction Data Modeling for Improved Interactive Visualization

https://doi.org/10.2139/ssrn.5508698
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Outgoing claims: the papers this work cites, builds on, or argues with.

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Approaches to uncertainty visualization
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A Video Quality Assessment Metric Based on Human Visual System
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Layered point clouds: a simple and efficient multiresolution structure for distributing and rendering gigantic point-sampled models
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An introduction to wavelets
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Fast Lossless Compression of Scientific Floating-Point Data
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A multiresolution data model for improving simulation I/O performance
inferredcites →https://doi.org/10.1109/icde51399.2021.00145openalex-snapshot
Optimizing Error-Bounded Lossy Compression for Scientific Data by Dynamic Spline Interpolation
inferredcites →https://doi.org/10.1109/ieeestd.2008.4610935openalex-snapshot
IEEE Standard for Floating-Point Arithmetic
inferredcites →https://doi.org/10.1109/ipdps.2016.11openalex-snapshot
Fast Error-Bounded Lossy HPC Data Compression with SZ
inferredcites →https://doi.org/10.1109/mcse.2012.27openalex-snapshot
Interactive Visual Exploration and Analysis of Multivariate Simulation Data
inferredcites →https://doi.org/10.1109/rt.2006.280222openalex-snapshot
Interactive Isosurface Ray Tracing of Large Octree Volumes
inferredcites →https://doi.org/10.1109/sc41406.2024.00091openalex-snapshot
A High-Quality Workflow for Multi-Resolution Scientific Data Reduction and Visualization
inferredcites →https://doi.org/10.1109/scw63240.2024.00049openalex-snapshot
Accelerating Viz Pipelines Using Near-Data Computing: An Early Experience
inferredcites →https://doi.org/10.1109/tpds.2018.2859932openalex-snapshot
Efficient Lossy Compression for Scientific Data Based on Pointwise Relative Error Bound
inferredcites →https://doi.org/10.1109/tvcg.2006.143openalex-snapshot
Fast and Efficient Compression of Floating-Point Data
inferredcites →https://doi.org/10.1109/tvcg.2007.70441openalex-snapshot
A Generic Scheme for Progressive Point Cloud Coding
inferredcites →https://doi.org/10.1109/tvcg.2007.70628openalex-snapshot
A Statistical Approach to Volume Data Quality Assessment
inferredcites →https://doi.org/10.1109/tvcg.2014.2346458openalex-snapshot
Fixed-Rate Compressed Floating-Point Arrays
inferredcites →https://doi.org/10.1109/tvcg.2018.2864853openalex-snapshot
A Study of the Trade-off Between Reducing Precision and Reducing Resolution for Data Analysis and Visualization
inferredcites →https://doi.org/10.1109/tvcg.2020.3030381openalex-snapshot
Efficient and Flexible Hierarchical Data Layouts for a Unified Encoding of Scalar Field Precision and Resolution
inferredcites →https://doi.org/10.1109/tvcg.2022.3165392openalex-snapshot
AMM: Adaptive Multilinear Meshes
inferredcites →https://doi.org/10.1109/tvcg.2023.3260628openalex-snapshot
Progressive Tree-Based Compression of Large-Scale Particle Data
inferredcites →https://doi.org/10.1109/tvcg.2023.3327186openalex-snapshot
A General Framework for Progressive Data Compression and Retrieval
inferredcites →https://doi.org/10.1111/cgf.14857openalex-snapshot
State‐of‐the‐art in Large‐Scale Volume Visualization Beyond Structured Data
inferredcites →https://doi.org/10.1145/331532.331592openalex-snapshot
Adaptive, multiresolution visualization of large data sets using a distributed memory octree
inferredcites →https://doi.org/10.1145/3458817.3476179openalex-snapshot
Error-controlled, progressive, and adaptable retrieval of scientific data with multilevel decomposition
inferredcites →https://doi.org/10.1145/3538712.3538717openalex-snapshot
Region-adaptive, Error-controlled Scientific Data Compression using Multilevel Decomposition
inferredcites →https://doi.org/10.1145/3626717openalex-snapshot
ALP: Adaptive Lossless floating-Point Compression
inferredcites →https://doi.org/10.1145/3731545.3731578openalex-snapshot
IPComp: Interpolation Based Progressive Lossy Compression for Scientific Applications
inferredcites →https://doi.org/10.1177/10943420241284023openalex-snapshot
ZFP: A compressed array representation for numerical computations
inferredcites →https://doi.org/10.3390/s25010145openalex-snapshot
Progressive Bounded Error Piecewise Linear Approximation with Resolution Reduction for Time Series Data Compression
inferredcites →https://doi.org/10.48550/arxiv.1809.03006openalex-snapshot
Performance Metrics (Error Measures) in Machine Learning Regression, Forecasting and Prognostics: Properties and Typology
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