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Making data visualization more efficient and effective: a survey

https://doi.org/10.1007/s00778-019-00588-3

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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/wics.118openalex-snapshot

The Grammar of Graphics

inferredcites →https://doi.org/10.1007/3-540-36077-8_21openalex-snapshot

Adaptation of a Neighbor Selection Markov Chain for Prefetching Tiled Web GIS Data

inferredcites →https://doi.org/10.1007/3-540-62221-7_2openalex-snapshot

Database issues for data visualization: Supporting interactive database exploration

inferredcites →https://doi.org/10.1007/978-0-387-98141-3openalex-snapshot

ggplot2: Elegant Graphics for Data Analysis

inferredcites →https://doi.org/10.1007/978-1-4899-3324-9openalex-snapshot

Density Estimation for Statistics and Data Analysis

inferredcites →https://doi.org/10.1007/978-3-319-63962-8_109-1openalex-snapshot

Big Data Visualization Tools

inferredcites →https://doi.org/10.1007/978-3-319-63962-8_13-1openalex-snapshot

Integration-Oriented Ontology

inferredcites →https://doi.org/10.1007/978-3-642-59412-0openalex-snapshot

Software Pioneers

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Organization and Maintenance of Large Ordered Indexes

inferredcites →https://doi.org/10.1007/jhep03%282018%29168openalex-snapshot

The supersymmetric Georgi-Machacek model

inferredcites →https://doi.org/10.1007/jhep03(2018)168openalex-snapshot

The supersymmetric Georgi-Machacek model

inferredcites →https://doi.org/10.1007/s10707-011-0141-8openalex-snapshot

Retrospective adaptive prefetching for interactive Web GIS applications

inferredcites →https://doi.org/10.1016/0306-3623(85)90230-7openalex-snapshot

The visual display of quantitative information

inferredcites →https://doi.org/10.1016/j.jvlc.2017.10.001openalex-snapshot

The design space of construction tools for information visualization: A survey

inferredcites →https://doi.org/10.1016/j.knosys.2013.03.012openalex-snapshot

Recommender systems survey

inferredcites →https://doi.org/10.1016/j.physa.2008.10.010openalex-snapshot

Personal recommendation via modified collaborative filtering

inferredcites →https://doi.org/10.1016/j.visinf.2018.04.011openalex-snapshot

ECharts: A declarative framework for rapid construction of web-based visualization

inferredcites →https://doi.org/10.1016/j.visinf.2018.12.004openalex-snapshot

A comprehensive review of tools for exploratory analysis of tabular industrial datasets

inferredcites →https://doi.org/10.1023/a:1021240730564openalex-snapshot

Hybrid Recommender Systems: Survey and Experiments

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Induction of Decision Trees

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Support vector learning for ordinal regression

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A Rank-by-Feature Framework for Interactive Exploration of Multidimensional Data

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Robust Locally Weighted Regression and Smoothing Scatterplots

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Graphical Perception: Theory, Experimentation, and Application to the Development of Graphical Methods

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Discriminating Strata in Scatterplots

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Lecture Notes in Computer Science 1205

inferredcites →https://doi.org/10.1109/2945.841119openalex-snapshot

Graph visualization and navigation in information visualization: A survey

inferredcites →https://doi.org/10.1109/2945.856996openalex-snapshot

Structure-based brushes: a mechanism for navigating hierarchically organized data and information spaces

inferredcites →https://doi.org/10.1109/dasfaa.2003.1192383openalex-snapshot

Prefetching for visual data exploration

inferredcites →https://doi.org/10.1109/dsia.2017.8339089openalex-snapshot

Position statement: The case for a visualization performance benchmark

inferredcites →https://doi.org/10.1109/icde.2018.00019openalex-snapshot

DeepEye: Towards Automatic Data Visualization

inferredcites →https://doi.org/10.1109/icices.2014.7033942openalex-snapshot

Survey on recommendation and visualization techniques for QOS-aware web services

inferredcites →https://doi.org/10.1109/icsssm.2007.4280214openalex-snapshot

A Survey of E-Commerce Recommender Systems

inferredcites →https://doi.org/10.1109/infovis.2005.14openalex-snapshot

Graph-Theoretic Scagnostics

inferredcites →https://doi.org/10.1109/infvis.2000.885086openalex-snapshot

Polaris: a system for query, analysis and visualization of multi-dimensional relational databases

inferredcites →https://doi.org/10.1109/iv.2008.104openalex-snapshot

Comparing Information Visualization Tools Focusing on the Temporal Dimensions

inferredcites →https://doi.org/10.1109/mc.1983.1654471openalex-snapshot

Direct Manipulation: A Step Beyond Programming Languages

inferredcites →https://doi.org/10.1109/mcg.2019.2924636openalex-snapshot

Data2Vis: Automatic Generation of Data Visualizations Using Sequence-to-Sequence Recurrent Neural Networks

inferredcites →https://doi.org/10.1109/tassp.1978.1163055openalex-snapshot

Dynamic programming algorithm optimization for spoken word recognition

inferredcites →https://doi.org/10.1109/tkde.2005.99openalex-snapshot

Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions

inferredcites →https://doi.org/10.1109/tvcg.2007.70594openalex-snapshot

Show Me: Automatic Presentation for Visual Analysis

inferredcites →https://doi.org/10.1109/tvcg.2009.110openalex-snapshot

A Multi-Threading Architecture to Support Interactive Visual Exploration

inferredcites →https://doi.org/10.1109/tvcg.2009.174openalex-snapshot

Protovis: A Graphical Toolkit for Visualization

inferredcites →https://doi.org/10.1109/tvcg.2009.84openalex-snapshot

Hierarchical Aggregation for Information Visualization: Overview, Techniques, and Design Guidelines

inferredcites →https://doi.org/10.1109/tvcg.2011.185openalex-snapshot

D³ Data-Driven Documents

inferredcites →https://doi.org/10.1109/tvcg.2013.179openalex-snapshot

Nanocubes for Real-Time Exploration of Spatiotemporal Datasets

inferredcites →https://doi.org/10.1109/tvcg.2014.2346291openalex-snapshot

iVisDesigner: Expressive Interactive Design of Information Visualizations

inferredcites →https://doi.org/10.1109/tvcg.2015.2467091openalex-snapshot

Reactive Vega: A Streaming Dataflow Architecture for Declarative Interactive Visualization

inferredcites →https://doi.org/10.1109/tvcg.2015.2467191openalex-snapshot

Voyager: Exploratory Analysis via Faceted Browsing of Visualization Recommendations

inferredcites →https://doi.org/10.1109/tvcg.2016.2598624openalex-snapshot

Hashedcubes: Simple, Low Memory, Real-Time Visual Exploration of Big Data

inferredcites →https://doi.org/10.1109/tvcg.2016.2598694openalex-snapshot

Gaussian Cubes: Real-Time Modeling for Visual Exploration of Large Multidimensional Datasets

inferredcites →https://doi.org/10.1109/tvcg.2016.2599030openalex-snapshot

Vega-Lite: A Grammar of Interactive Graphics

inferredcites →https://doi.org/10.1109/tvcg.2016.2640960openalex-snapshot

Visualizing High-Dimensional Data: Advances in the Past Decade

inferredcites →https://doi.org/10.1109/tvcg.2017.2653106openalex-snapshot

Line Graph or Scatter Plot? Automatic Selection of Methods for Visualizing Trends in Time Series

inferredcites →https://doi.org/10.1109/tvcg.2017.2723393openalex-snapshot

Keshif: Rapid and Expressive Tabular Data Exploration for Novices

inferredcites →https://doi.org/10.1109/tvcg.2017.2744684openalex-snapshot

Applying Pragmatics Principles for Interaction with Visual Analytics

inferredcites →https://doi.org/10.1109/tvcg.2018.2829750openalex-snapshot

Task-Based Effectiveness of Basic Visualizations

inferredcites →https://doi.org/10.1109/tvcg.2018.2864914openalex-snapshot

Where's My Data? Evaluating Visualizations with Missing Data

inferredcites →https://doi.org/10.1109/tvcg.2018.2865240openalex-snapshot

Formalizing Visualization Design Knowledge as Constraints: Actionable and Extensible Models in Draco

inferredcites →https://doi.org/10.1109/vast.2008.4677357openalex-snapshot

Maintaining interactivity while exploring massive time series

inferredcites →https://doi.org/10.1111/cgf.12106openalex-snapshot

Small Multiples, Large Singles: A New Approach for Visual Data Exploration

inferredcites →https://doi.org/10.1111/cgf.12129openalex-snapshot

imMens: Real‐time Visual Querying of Big Data

inferredcites →https://doi.org/10.1111/cgf.12791openalex-snapshot

A Taxonomy and Survey of Dynamic Graph Visualization

inferredcites →https://doi.org/10.1111/cgf.13193openalex-snapshot

Reverse‐Engineering Visualizations: Recovering Visual Encodings from Chart Images

inferredcites →https://doi.org/10.1111/cgf.13409openalex-snapshot

Assessing Effects of Task and Data Distribution on the Effectiveness of Visual Encodings

inferredcites →https://doi.org/10.1111/cgf.13708openalex-snapshot

Kyrix: Interactive Pan/Zoom Visualizations at Scale

inferredcites →https://doi.org/10.1111/j.1467-8659.2011.01898.xopenalex-snapshot

Visual Analysis of Large Graphs: State‐of‐the‐Art and Future Research Challenges

inferredcites →https://doi.org/10.1126/science.242.4880.944bopenalex-snapshot

Toward a Universal Law of Generalization

inferredcites →https://doi.org/10.1126/science.242.4883.1317-aopenalex-snapshot

A Burst of Phages: The Bacteriophages . Richard Calendar, Ed. In two volumes. Vol. 1, xviii, 596 pp., illus. $105. Vol. 2, xviii, 760 pp., illus. $125. Plenum, New York, 1988. The Viruses.

inferredcites →https://doi.org/10.1126/science.3629243openalex-snapshot

Toward a Universal Law of Generalization for Psychological Science

inferredcites →https://doi.org/10.1145/1054972.1055031openalex-snapshot

prefuse

inferredcites →https://doi.org/10.1145/108360.108361openalex-snapshot

Task-analytic approach to the automated design of graphic presentations

inferredcites →https://doi.org/10.1145/1102351.1102363openalex-snapshot

Learning to rank using gradient descent

inferredcites →https://doi.org/10.1145/1142473.1142560openalex-snapshot

VizQL

inferredcites →https://doi.org/10.1145/1287620.1287621openalex-snapshot

Ontology visualization methods—a survey

inferredcites →https://doi.org/10.1145/1502650.1502695openalex-snapshot

Behavior-driven visualization recommendation

inferredcites →https://doi.org/10.1145/1639714.1639725openalex-snapshot

Personalized recommendation of social software items based on social relations

inferredcites →https://doi.org/10.1145/1807167.1807286openalex-snapshot

Google fusion tables

inferredcites →https://doi.org/10.1145/191666.191719openalex-snapshot

Interactive graphic design using automatic presentation knowledge

inferredcites →https://doi.org/10.1145/1978942.1979444openalex-snapshot

Wrangler

inferredcites →https://doi.org/10.1145/1989323.1989449openalex-snapshot

An analytic data engine for visualization in tableau

inferredcites →https://doi.org/10.1145/2207676.2208294openalex-snapshot

Trust me, i'm partially right

inferredcites →https://doi.org/10.1145/2213836.2213931openalex-snapshot

VizDeck

inferredcites →https://doi.org/10.1145/2254556.2254659openalex-snapshot

Profiler

inferredcites →https://doi.org/10.1145/22949.22950openalex-snapshot

Automating the design of graphical presentations of relational information

inferredcites →https://doi.org/10.1145/2588555.2593666openalex-snapshot

Interactive data exploration using semantic windows

inferredcites →https://doi.org/10.1145/2588555.2610498openalex-snapshot

Indexing for interactive exploration of big data series

inferredcites →https://doi.org/10.1145/2723372.2731084openalex-snapshot

Overview of Data Exploration Techniques

inferredcites →https://doi.org/10.1145/2723372.2749436openalex-snapshot

Fast Serializable Multi-Version Concurrency Control for Main-Memory Database Systems

inferredcites →https://doi.org/10.1145/2882903.2882919openalex-snapshot

Dynamic Prefetching of Data Tiles for Interactive Visualization

inferredcites →https://doi.org/10.1145/2882903.2915249openalex-snapshot

Sample + Seek

inferredcites →https://doi.org/10.1145/2939502.2939506openalex-snapshot

Towards a general-purpose query language for visualization recommendation

inferredcites →https://doi.org/10.1145/2939502.2939512openalex-snapshot

PFunk-H

inferredcites →https://doi.org/10.1145/2983923openalex-snapshot

VizRec

inferredcites →https://doi.org/10.1145/2984511.2984588openalex-snapshot

Eviza

inferredcites →https://doi.org/10.1145/3025453.3025456openalex-snapshot

Trust, but Verify: Optimistic Visualizations of Approximate Queries for Exploring Big Data

inferredcites →https://doi.org/10.1145/3025453.3025768openalex-snapshot

Voyager 2

inferredcites →https://doi.org/10.1145/3173574.3173697openalex-snapshot

Data Illustrator

inferredcites →https://doi.org/10.1145/3183713.3193545openalex-snapshot

DeepEye

inferredcites →https://doi.org/10.1145/3183713.3197386openalex-snapshot

Evaluating Interactive Data Systems

inferredcites →https://doi.org/10.1145/3209900.3209901openalex-snapshot

Evaluating Visual Data Analysis Systems

inferredcites →https://doi.org/10.1145/3209900.3209910openalex-snapshot

DIVE

inferredcites →https://doi.org/10.1145/3290605.3300892openalex-snapshot

VizNet

inferredcites →https://doi.org/10.1145/3290605.3300924openalex-snapshot

Falcon

inferredcites →https://doi.org/10.1145/336992.337035openalex-snapshot

Recommender systems in e-commerce

inferredcites →https://doi.org/10.1162/neco.1997.9.8.1735openalex-snapshot

Long Short-Term Memory

inferredcites →https://doi.org/10.1198/jcgs.2009.07098openalex-snapshot

A Layered Grammar of Graphics

inferredcites →https://doi.org/10.1201/9781315140919openalex-snapshot

Density Estimation for Statistics and Data Analysis

inferredcites →https://doi.org/10.14778/2002938.2002940openalex-snapshot

Efficiently compiling efficient query plans for modern hardware

inferredcites →https://doi.org/10.14778/2350229.2350267openalex-snapshot

SCOUT

inferredcites →https://doi.org/10.14778/2536354.2536356openalex-snapshot

Scorpion

inferredcites →https://doi.org/10.14778/2732951.2732964openalex-snapshot

The case for data visualization management systems

inferredcites →https://doi.org/10.14778/2733004.2733035openalex-snapshot

SeeDB

inferredcites →https://doi.org/10.14778/2735479.2735485openalex-snapshot

Rapid sampling for visualizations with ordering guarantees

inferredcites →https://doi.org/10.14778/2831360.2831371openalex-snapshot

S ee DB

inferredcites →https://doi.org/10.14778/3025111.3025126openalex-snapshot

Effortless data exploration with zenvisage

inferredcites →https://doi.org/10.14778/3137628.3137637openalex-snapshot

I've seen "enough"

inferredcites →https://doi.org/10.14778/3137765.3137796openalex-snapshot

FlashView

inferredcites →https://doi.org/10.14778/3352063.3352108openalex-snapshot

Data Civilizer 2.0

inferredcites →https://doi.org/10.21105/joss.01057openalex-snapshot

Altair: Interactive Statistical Visualizations for Python

inferredcites →https://doi.org/10.21437/interspeech.2012-65openalex-snapshot

LSTM neural networks for language modeling

inferredcites →https://doi.org/10.26599/bdma.2018.9020007openalex-snapshot

DeepEye: An automatic big data visualization framework

inferredcites →https://doi.org/10.31219/osf.io/ts245openalex-snapshot

Falcon: Balancing Interactive Latency and Resolution Sensitivity for Scalable Linked Visualizations

inferredcites →https://doi.org/10.3233/sw-160226openalex-snapshot

A hierarchical aggregation framework for efficient multilevel visual exploration and analysis

inferredcites →https://doi.org/10.3233/sw-160249openalex-snapshot

Visualisation of Linked Data – Reprise

inferredcites →https://doi.org/10.48550/arxiv.1409.3215openalex-snapshot

Sequence to Sequence Learning with Neural Networks

inferredcites →https://doi.org/10.48550/arxiv.1709.01412openalex-snapshot

Deep learning: Technical introduction

inferredcites →https://doi.org/10.5441/002/edbt.2018.42openalex-snapshot

DeepEye: Visualizing Your Data by Keyword Search

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

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Integration of data science with product design towards data-driven design

inferred← citeshttps://doi.org/10.1016/j.cosrev.2023.100555openalex-snapshot

Towards accessible chart visualizations for the non-visuals: Research, applications and gaps

inferred← citeshttps://doi.org/10.1016/j.im.2024.104011openalex-snapshot

Organizational decision making and analytics: An experimental study on dashboard visualizations

inferred← citeshttps://doi.org/10.1016/j.iot.2022.100528openalex-snapshot

Smart City Data Science: Towards data-driven smart cities with open research issues

inferred← citeshttps://doi.org/10.1016/j.is.2020.101616openalex-snapshot

In-situ visual exploration over big raw data

inferred← citeshttps://doi.org/10.1016/j.is.2022.101985openalex-snapshot

Exploring data using patterns: A survey

inferred← citeshttps://doi.org/10.1016/j.is.2025.102640openalex-snapshot

Reproducible experiments on visual exploration framework of geospatial vector big data

inferred← citeshttps://doi.org/10.1016/j.jobe.2022.104997openalex-snapshot

Predicting the slump of industrially produced concrete using machine learning: A multiclass classification approach

inferred← citeshttps://doi.org/10.1016/j.measen.2024.101223openalex-snapshot

Image data visualization and communication system based on sensor network simulation and visual feature extraction

inferred← citeshttps://doi.org/10.1016/j.procs.2020.09.220openalex-snapshot

A novel application integration architecture for the education industry

inferred← citeshttps://doi.org/10.1016/j.procs.2024.02.001openalex-snapshot

Automated HMI design as a custom feature in industrial SCADA systems

inferred← citeshttps://doi.org/10.1016/j.softx.2023.101344openalex-snapshot

Handling decision-making in Intuitionistic Fuzzy environment: PyIFDM package

inferred← citeshttps://doi.org/10.1016/j.visinf.2024.01.002openalex-snapshot

A survey on automatic dashboard recommendation systems

inferred← citeshttps://doi.org/10.1016/j.visinf.2024.04.003openalex-snapshot

Generative AI for visualization: State of the art and future directions

inferred← citeshttps://doi.org/10.1016/j.visinf.2024.06.002openalex-snapshot

AVA: An automated and AI-driven intelligent visual analytics framework

inferred← citeshttps://doi.org/10.1016/j.visinf.2025.100237openalex-snapshot

Visual analysis of multi-subject association patterns in high-dimensional time-varying student performance data

inferred← citeshttps://doi.org/10.1016/j.visinf.2025.100241openalex-snapshot

FlowLLM: Large language model driven flow visualization

inferred← citeshttps://doi.org/10.1016/j.visinf.2026.100307openalex-snapshot

G2: A customizable web-based framework for authoring interactive visualizations

inferred← citeshttps://doi.org/10.1016/j.websem.2022.100713openalex-snapshot

Interactive and iterative visual exploration of knowledge graphs based on shareable and reusable visual configurations

inferred← citeshttps://doi.org/10.1038/s41598-024-63025-8openalex-snapshot

Software cost estimation predication using a convolutional neural network and particle swarm optimization algorithm

inferred← citeshttps://doi.org/10.1063/5.0183026openalex-snapshot

Experimental analysis of particle damping performance in gearbox vibration using data analytical tool: Tableau

inferred← citeshttps://doi.org/10.1080/03088839.2023.2166686openalex-snapshot

Towards intuitive visualisation goals for the operation optimisation of automated container terminal based on digital twin technology

inferred← citeshttps://doi.org/10.1080/08874417.2022.2111380openalex-snapshot

Bounded Rationality: Managerial Decision-Making and Data

inferred← citeshttps://doi.org/10.1080/10410236.2025.2572500openalex-snapshot

Exploring Biased Systematic Processing in Organ Donation Promotion in China: Effects of Mobile Interface Features

inferred← citeshttps://doi.org/10.1080/10447318.2026.2675441openalex-snapshot

Using Art Forms to Inspire Visualizations in Virtual Reality

inferred← citeshttps://doi.org/10.1080/23311975.2026.2687900openalex-snapshot

Decoding community enterprise sales performance drivers: visual analytics with heatmaps and decision trees

inferred← citeshttps://doi.org/10.1088/1748-9326/ad858bopenalex-snapshot

Data visualisation for decision making under deep uncertainty: current challenges and opportunities

inferred← citeshttps://doi.org/10.1108/978-1-83608-106-720241007openalex-snapshot

Data Management and Analytics in Finance

inferred← citeshttps://doi.org/10.1109/access.2023.3283457openalex-snapshot

Efficient Diversification for Recommending Aggregate Data Visualizations

inferred← citeshttps://doi.org/10.1109/access.2023.3286304openalex-snapshot

A Review of Visualization Methods for Cyber-Physical Security: Smart Grid Case Study

inferred← citeshttps://doi.org/10.1109/access.2025.3525952openalex-snapshot

Vessel Trajectory Data Mining: A Review

inferred← citeshttps://doi.org/10.1109/ce2ct64011.2025.10941393openalex-snapshot

An Efficient Algorithm for Generating Interactive Visualization of Large Datasets

inferred← citeshttps://doi.org/10.1109/cises58720.2023.10183460openalex-snapshot

A Scalable Architecture for Rapid Development of Trackers amid Pandemics like COVID-19

inferred← citeshttps://doi.org/10.1109/comnetsat59769.2023.10420718openalex-snapshot

Churn Prediction Model Based on Logistic Regression in the Telecommunications Industry: Big Data Analysis

inferred← citeshttps://doi.org/10.1109/cscwd49262.2021.9437642openalex-snapshot

Collaboration Awareness Exploration through Visual Analysis of Group Traces

inferred← citeshttps://doi.org/10.1109/dasa63652.2024.10836409openalex-snapshot

Ethical Visual Design in Engineering Decision-Making: Addressing Bias and Representation

inferred← citeshttps://doi.org/10.1109/i-smac61858.2024.10714609openalex-snapshot

A Review: Transformative Impact of Data Visualization Across Various Industries

inferred← citeshttps://doi.org/10.1109/icac54203.2021.9671102openalex-snapshot

LUMOZ – A Real Time Augmented Reality Based Tool for Media Production

inferred← citeshttps://doi.org/10.1109/icbda49040.2020.9101304openalex-snapshot

Design Method of Front-end Componentized Architecture for Big Data Visualization Large-screen

inferred← citeshttps://doi.org/10.1109/icccnt49239.2020.9225441openalex-snapshot

Utilizing Exploratory Data Analysis for the Prediction of Campus Placement for Educational Institutions

inferred← citeshttps://doi.org/10.1109/icces54183.2022.9835803openalex-snapshot

Data Visualization and its Key Fundamentals: A Comprehensive Survey

inferred← citeshttps://doi.org/10.1109/iccwamtip68645.2025.11352653openalex-snapshot

Lightweight Table Retrieval Via Vector Matching for Table Question Answering

inferred← citeshttps://doi.org/10.1109/icdcc62744.2024.10960852openalex-snapshot

Review on AI-Driven Interactive Data Visualization and Predictive Analytics for Enhanced Decision Support in Health and Disease Management

inferred← citeshttps://doi.org/10.1109/icde48307.2020.00069openalex-snapshot

Interactive Cleaning for Progressive Visualization through Composite Questions

inferred← citeshttps://doi.org/10.1109/icde53745.2022.00018openalex-snapshot

Effective Few-Shot Named Entity Linking by Meta-Learning

inferred← citeshttps://doi.org/10.1109/icde53745.2022.00222openalex-snapshot

Synthesizing Privacy Preserving Entity Resolution Datasets

inferred← citeshttps://doi.org/10.1109/icde55515.2023.00145openalex-snapshot

Visualization Recommendation Through Visual Relation Learning and Visual Preference Learning

inferred← citeshttps://doi.org/10.1109/icde65448.2025.00015openalex-snapshot

Large-Scale Spatiotemporal Kernel Density Visualization

inferred← citeshttps://doi.org/10.1109/icde65448.2025.00131openalex-snapshot

DataVisT5: A Pre-Trained Language Model for Jointly Understanding Text and Data Visualization

inferred← citeshttps://doi.org/10.1109/icde65448.2025.00150openalex-snapshot

WAF: An Efficient WebAssembly-Based Execution Environment for User-Defined Functions

inferred← citeshttps://doi.org/10.1109/icde65448.2025.00205openalex-snapshot

FeVisQA: Free-Form Question Answering over Data Visualizations

inferred← citeshttps://doi.org/10.1109/icdm58522.2023.00171openalex-snapshot

Natural Language Generation Meets Data Visualization: Vis-to-Text and its Duality with Text-to-Vis

inferred← citeshttps://doi.org/10.1109/ice/itmc61926.2024.10794236openalex-snapshot

Big Data Visualisation in the Maritime Industry

inferred← citeshttps://doi.org/10.1109/icicacs65178.2025.10968342openalex-snapshot

Accounting Management Data Visualization Technology Based on DCGAN

inferred← citeshttps://doi.org/10.1109/icicos53627.2021.9651757openalex-snapshot

Exploratory Data Analysis To Identify The Most Important Feature Of University Admission Test Criteria Using Random Forest And Neural Network Algorithm

inferred← citeshttps://doi.org/10.1109/icicr65456.2025.00100openalex-snapshot

Big Data-based Audit Risk Prediction Model Construction and Application Algorithm Optimization and Data Formula Analysis

inferred← citeshttps://doi.org/10.1109/icict60155.2024.10544996openalex-snapshot

A Comprehensive Review on Data Visualization Techniques for Real-Time Information

inferred← citeshttps://doi.org/10.1109/iciem48762.2020.9160290openalex-snapshot

Application of Exploratory Data Analysis to Generate Inferences on the Occurrence of Breast Cancer using a Sample Dataset

inferred← citeshttps://doi.org/10.1109/iciet60671.2024.10542793openalex-snapshot

Excel-Ling in Data Visualization: Evaluating Microsoft Excel's User-Friendliness, Visual Appeal, and Reputation Impact

inferred← citeshttps://doi.org/10.1109/icimcis60089.2023.10349037openalex-snapshot

Enhancing Basic Data Visualization Design through Experimental Approaches: Assessing Preference and Cognition

inferred← citeshttps://doi.org/10.1109/iciss62896.2024.10751596openalex-snapshot

Performance Analysis of Face and Emotion Recognition Systems in Video Conference Based on Web Application

inferred← citeshttps://doi.org/10.1109/icite54466.2022.9759877openalex-snapshot

Robust Data Mining Visualization for Learning Outcomes

inferred← citeshttps://doi.org/10.1109/icjece.2021.3134499openalex-snapshot

Smart Home Energy Visualizer: A Fusion of Data Analytics and Information Visualization

inferred← citeshttps://doi.org/10.1109/icmla52953.2021.00141openalex-snapshot

Sketch2Vis: Generating Data Visualizations from Hand-drawn Sketches with Deep Learning

inferred← citeshttps://doi.org/10.1109/icraie59459.2023.10468098openalex-snapshot

Comparative Analysis of Machine Learning Algorithms Through Visualizations

inferred← citeshttps://doi.org/10.1109/icrera62673.2024.10815204openalex-snapshot

Digital Marketing Strategies for Smart Grids: Utilizing Online Platforms to Drive Awareness and Adoption

inferred← citeshttps://doi.org/10.1109/icrito61523.2024.10522373openalex-snapshot

From Athens to Rio: A Comprehensive Data Analysis and Visualization of 120 Years of Olympic History

inferred← citeshttps://doi.org/10.1109/icscna63714.2024.10864155openalex-snapshot

Predictive Modeling and Analysis of Campus Placements Using Machine Learning Techniques

inferred← citeshttps://doi.org/10.1109/icsecs58457.2023.10256335openalex-snapshot

Real-Time Data Visualization and Analysis Using ASP.NET Core's Tag Helpers in Business Intelligence Applications

inferred← citeshttps://doi.org/10.1109/icsgea53208.2021.00013openalex-snapshot

Computer Visualization Technology for Distribution Network Dispatching of Smart Grid

inferred← citeshttps://doi.org/10.1109/icsped65817.2026.11448519openalex-snapshot

HR Pulse Analyzer: Using Insights to Power Decision-making

inferred← citeshttps://doi.org/10.1109/incitest59455.2023.10396970openalex-snapshot

Presentation of Strategic Information in the Agriculture Domain at the Agriculture Office of Garut Regency using Data Visualization

inferred← citeshttps://doi.org/10.1109/iv51561.2020.00070openalex-snapshot

Evaluating Query Strategies for Different Feedback Types in Interactive View Recommendation

inferred← citeshttps://doi.org/10.1109/iv56949.2022.00031openalex-snapshot

Natural Language Interface for Data Visualization with Deep Learning Based Language Models

inferred← citeshttps://doi.org/10.1109/iv60283.2023.00032openalex-snapshot

Workload Evaluation to Create Data Visualization Using ChatGPT

inferred← citeshttps://doi.org/10.1109/ldav64567.2024.00006openalex-snapshot

Adaptive Multi-Resolution Encoding for Interactive Large-Scale Volume Visualization through Functional Approximation

inferred← citeshttps://doi.org/10.1109/msn57253.2022.00149openalex-snapshot

Viewing Flowers at their Most Beautiful Moments: A Crowd Sensing Application

inferred← citeshttps://doi.org/10.1109/rew61692.2024.00025openalex-snapshot

Requirements Elicitation in Government Projects: A Preliminary Empirical Study

inferred← citeshttps://doi.org/10.1109/segah65397.2025.11168427openalex-snapshot

AI-Powered Interactive Dashboard: Using Machine Learning and Visual Analytics for Non-Cardiac Surgery Decision Support

inferred← citeshttps://doi.org/10.1109/snams53716.2021.9732103openalex-snapshot

A Real-Time Human Mobility Visualization of Covid-19 Spread from East Asian Countries

inferred← citeshttps://doi.org/10.1109/snpd65828.2025.11254572openalex-snapshot

Evaluating Data Presentation Tools for Effective Communication

inferred← citeshttps://doi.org/10.1109/tkde.2020.2981464openalex-snapshot

Steerable Self-Driving Data Visualization

inferred← citeshttps://doi.org/10.1109/tkde.2021.3094236openalex-snapshot

ChartNavigator: An Interactive Pattern Identification and Annotation Framework for Charts

inferred← citeshttps://doi.org/10.1109/tkde.2022.3148237openalex-snapshot

Data Management for Machine Learning: A Survey

inferred← citeshttps://doi.org/10.1109/tkde.2024.3400824openalex-snapshot

Natural Language Interfaces for Tabular Data Querying and Visualization: A Survey

inferred← citeshttps://doi.org/10.1109/tkde.2025.3592032openalex-snapshot

A Survey of Text-to-SQL in the Era of LLMs: Where Are We, and Where Are We Going?

inferred← citeshttps://doi.org/10.1109/tvcg.2020.3002950openalex-snapshot

Sketch-Based Fast and Accurate Querying of Time Series Using Parameter-Sharing LSTM Networks

inferred← citeshttps://doi.org/10.1109/tvcg.2020.3030423openalex-snapshot

MobileVisFixer: Tailoring Web Visualizations for Mobile Phones Leveraging an Explainable Reinforcement Learning Framework

inferred← citeshttps://doi.org/10.1109/tvcg.2021.3099002openalex-snapshot

AI4VIS: Survey on Artificial Intelligence Approaches for Data Visualization

inferred← citeshttps://doi.org/10.1109/tvcg.2021.3114826openalex-snapshot

MultiVision: Designing Analytical Dashboards with Deep Learning Based Recommendation

inferred← citeshttps://doi.org/10.1109/tvcg.2021.3114848openalex-snapshot

Natural Language to Visualization by Neural Machine Translation

inferred← citeshttps://doi.org/10.1109/tvcg.2022.3148007openalex-snapshot

Towards Natural Language Interfaces for Data Visualization: A Survey

inferred← citeshttps://doi.org/10.1109/tvcg.2022.3209460openalex-snapshot

No Grammar to Rule Them All: A Survey of JSON-style DSLs for Visualization

inferred← citeshttps://doi.org/10.1109/tvcg.2024.3368621openalex-snapshot

ChartGPT: Leveraging LLMs to Generate Charts From Abstract Natural Language

inferred← citeshttps://doi.org/10.1109/tvcg.2024.3388553openalex-snapshot

CoInsight: Visual Storytelling for Hierarchical Tables With Connected Insights

inferred← citeshttps://doi.org/10.1111/cgf.70099openalex-snapshot

Modeling and Measuring the Chart Communication Recall Process

inferred← citeshttps://doi.org/10.1111/cgf.70118openalex-snapshot

IntelliCircos: A Data‐driven and AI‐powered Authoring Tool for Circos Plots

inferred← citeshttps://doi.org/10.1142/s0218126625504146openalex-snapshot

USIViz: An Efficient Visualization System for Multi-Source Urban Spatial Information Data

inferred← citeshttps://doi.org/10.1145/3318464.3384695openalex-snapshot

Interactively Discovering and Ranking Desired Tuples without Writing SQL Queries

inferred← citeshttps://doi.org/10.1145/3411764.3445179openalex-snapshot

Learning to Automate Chart Layout Configurations Using Crowdsourced Paired Comparison

inferred← citeshttps://doi.org/10.1145/3424953.3426544openalex-snapshot

Data visualization on focus

inferred← citeshttps://doi.org/10.1145/3448016.3457261openalex-snapshot

Synthesizing Natural Language to Visualization (NL2VIS) Benchmarks from NL2SQL Benchmarks

inferred← citeshttps://doi.org/10.1145/3448016.3457267openalex-snapshot

MetaInsight: Automatic Discovery of Structured Knowledge for Exploratory Data Analysis

inferred← citeshttps://doi.org/10.1145/3448734.3450917openalex-snapshot

Visual Analysis and Prediction of Teen Hammer Throw Athletes’ Performance Using Data Mining Techniques

inferred← citeshttps://doi.org/10.1145/3491102.3517648openalex-snapshot

VisGuide: User-Oriented Recommendations for Data Event Extraction

inferred← citeshttps://doi.org/10.1145/3493700.3493763openalex-snapshot

VacoPie: Visualizing Variance and Covariance Information onto Categorical Distribution of Data

inferred← citeshttps://doi.org/10.1145/3511808.3557159openalex-snapshot

GALVIS: Visualization Construction through Example-Powered Declarative Programming

inferred← citeshttps://doi.org/10.1145/3514221.3520150openalex-snapshot

Sevi: Speech-to-Visualization through Neural Machine Translation

inferred← citeshttps://doi.org/10.1145/3555041.3589406openalex-snapshot

Demystifying Artificial Intelligence for Data Preparation

inferred← citeshttps://doi.org/10.1145/3588942openalex-snapshot

Learned Data-aware Image Representations of Line Charts for Similarity Search

inferred← citeshttps://doi.org/10.1145/3594781.3594783openalex-snapshot

Programming Representations: Uncovering the Process of Constructing Data Visualizations in a Block-based Programming Environment

inferred← citeshttps://doi.org/10.1145/3613904.3642726openalex-snapshot

Where Are We So Far? Understanding Data Storytelling Tools from the Perspective of Human-AI Collaboration

inferred← citeshttps://doi.org/10.1145/3615522.3615553openalex-snapshot

Urban Symphony: An AI and Data-Driven Approach to Real-Time Animation for Public Digital Art

inferred← citeshttps://doi.org/10.1145/3633624.3633625openalex-snapshot

Visualization of Attack Behavior Data in IoT Network Traffic

inferred← citeshttps://doi.org/10.1145/3664647.3680790openalex-snapshot

NovaChart: A Large-scale Dataset towards Chart Understanding and Generation of Multimodal Large Language Models

inferred← citeshttps://doi.org/10.1145/3706598.3714320openalex-snapshot

Augmenting Realistic Charts with Virtual Overlays

inferred← citeshttps://doi.org/10.1145/3711896.3737427openalex-snapshot

NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL Translation

inferred← citeshttps://doi.org/10.1145/3746252.3761468openalex-snapshot

VoiceVisSystem : End-to-End Voice-driven Data Visualization Generation from Natural Language Questions

inferred← citeshttps://doi.org/10.1145/3770855.3818209openalex-snapshot

SD-DVQ: Semantic-Driven Data Visualization Query Generation from Speech Queries

inferred← citeshttps://doi.org/10.1145/3793217.3793229openalex-snapshot

Retrieval-augmented Generation (RAG): What is There for Data Management Researchers? A discussion on research from a panel at LLM+Vector Data Workshop @ IEEE ICDE 2025

inferred← citeshttps://doi.org/10.1145/3800645.3813097openalex-snapshot

Proteus: Shapeshifting Desktop Visualizations for Mobile via Multi-level Intelligent Adaptation

inferred← citeshttps://doi.org/10.1155/2021/9559430openalex-snapshot

ChartMaster: An End-to-End Method to Recognize, Redraw, and Redesign Chart

inferred← citeshttps://doi.org/10.1155/2022/7443288openalex-snapshot

Construction of E-Commerce Economic Management Platform Based on Data Visualization Technology

inferred← citeshttps://doi.org/10.1155/2022/9095330openalex-snapshot

Visual Dynamic Simulation Model of Unstructured Data in Social Networks

inferred← citeshttps://doi.org/10.1177/01655515231176649openalex-snapshot

Empowering the middle management: Incorporating data summarisation and visualisation techniques in management information systems

inferred← citeshttps://doi.org/10.1177/10920617241289768openalex-snapshot

Methodology of complex visual representation of human activity using cognitive visualization

inferred← citeshttps://doi.org/10.1177/14657503241313362openalex-snapshot

Using artificial intelligence, ontology, and 3D visualization in the metaverse for improving collaborative work and collective intelligence

inferred← citeshttps://doi.org/10.1177/14738716221120509openalex-snapshot

Visualisation of hierarchical multivariate data: Categorisation and case study on hate speech

inferred← citeshttps://doi.org/10.1177/14738716241277559openalex-snapshot

Multidimensional data visualization and synchronization for revealing hidden pandemic information

inferred← citeshttps://doi.org/10.1186/s12911-024-02657-2openalex-snapshot

Data privacy-aware machine learning approach in pancreatic cancer diagnosis

inferred← citeshttps://doi.org/10.1186/s42162-024-00373-9openalex-snapshot

Predictive digital twin for wind energy systems: a literature review

inferred← citeshttps://doi.org/10.1287/deca.2022.0047openalex-snapshot

A Decision Framework for Evaluating the Rocky Mountain Area Wildfire Dispatching System in Colorado

inferred← citeshttps://doi.org/10.14778/3503585.3503591openalex-snapshot

SWS

inferred← citeshttps://doi.org/10.14778/3565838.3565841openalex-snapshot

FEDEX

inferred← citeshttps://doi.org/10.14778/3681954.3681992openalex-snapshot

HAIChart: Human and AI Paired Visualization System

inferred← citeshttps://doi.org/10.14778/3742728.3742734openalex-snapshot

Weak-to-Strong Prompts with Lightweight-to-Powerful LLMs for High-Accuracy, Low-Cost, and Explainable Data Transformation

inferred← citeshttps://doi.org/10.14778/3750601.3750629openalex-snapshot

Towards Automated Cross-Domain Exploratory Data Analysis through Large Language Models

inferred← citeshttps://doi.org/10.14778/3778092.3778103openalex-snapshot

LEAD: Iterative Data Selection for Efficient LLM Instruction Tuning

inferred← citeshttps://doi.org/10.1515/icom-2025-0018openalex-snapshot

What kind of technology transparency do users appreciate? Comparison of textual and graphic cues in app design

inferred← citeshttps://doi.org/10.15448/1980-3729.2025.1.45633openalex-snapshot

Algoritmos e técnicas de visualização de dados da audiência de ficção televisiva em streaming

inferred← citeshttps://doi.org/10.15514/ispras-2024-36(2)-10openalex-snapshot

Designing Data Visualization System Based on Language-Oriented Approach

inferred← citeshttps://doi.org/10.1631/fitee.2200409openalex-snapshot

Explainable data transformation recommendation for automatic visualization

inferred← citeshttps://doi.org/10.17148/ijarcce.2024.13218openalex-snapshot

Understanding The Evolution of Data Visualization Techniques: From Static to Dynamic Visualizations

inferred← citeshttps://doi.org/10.17762/ijisae.v12i23s.7784openalex-snapshot

Creating Scalable Semantic Data Models with Tableau and Power BI

inferred← citeshttps://doi.org/10.21203/rs.3.rs-2730439/v1openalex-snapshot

Neural Network Models in Fashion Design Recommendation with Interactive Visualization Methods

inferred← citeshttps://doi.org/10.21315/apjee2025.40.1.16openalex-snapshot

Examining Online Platform Impact, Accessibility Barriers and Psychological Outcomes within the Hearing-Impaired Community

inferred← citeshttps://doi.org/10.21608/bfszu.2023.160904.1180openalex-snapshot

A Data Analytics Approach for Solving Vehicle Routing Problem Using Real Time Data

inferred← citeshttps://doi.org/10.2196/68782openalex-snapshot

Cocreating the Visualization of Digital Mobility Outcomes: Delphi-Type Process With Patients

inferred← citeshttps://doi.org/10.2200/s00967ed1v01y201911wbe019openalex-snapshot

Linked Data Visualization: Techniques, Tools, and Big Data

inferred← citeshttps://doi.org/10.22363/2313-2329-2025-33-2-285-303openalex-snapshot

Institutional performance and its impact on economic growth in ASEAN countries: trend and panel data analysis

inferred← citeshttps://doi.org/10.22363/2313-2329-2026-34-1-57-80openalex-snapshot

Indonesia’s opportunity in driving an optimistic involvement in the multipolar world: trade evidence from ASEAN and BRICS+

inferred← citeshttps://doi.org/10.2308/jeta-2022-063openalex-snapshot

Visual Analytics and Visual Audit

inferred← citeshttps://doi.org/10.24191/mij.v4i2.23803openalex-snapshot

Dot Distribution Maps to identify Part-Time Distance Learning Programs(iCEPS) Campuses in Universiti Teknologi MARA

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