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VIS4ML: An Ontology for Visual Analytics Assisted Machine Learning

IEEE transactions on visualization and computer graphics, 2019-01, Vol.25 (1), p.385-395

2019

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Making machine intelligence less scary for criminal analysts: reflections on designing a visual comparative case analysis tool

The Visual computer, 2018-09, Vol.34 (9), p.1225-1241

2018

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Knowledge Generation Model for Visual Analytics

IEEE transactions on visualization and computer graphics, 2014-12, Vol.20 (12), p.1604-1613

2014

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The Role of Uncertainty, Awareness, and Trust in Visual Analytics

IEEE transactions on visualization and computer graphics, 2016-01, Vol.22 (1), p.240-249

2016

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Bring It to the Pitch: Combining Video and Movement Data to Enhance Team Sport Analysis

IEEE transactions on visualization and computer graphics, 2018-01, Vol.24 (1), p.13-22

2018

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Visual Interaction with Dimensionality Reduction: A Structured Literature Analysis

IEEE transactions on visualization and computer graphics, 2017-01, Vol.23 (1), p.241-250

2017

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SOMFlow: Guided Exploratory Cluster Analysis with Self-Organizing Maps and Analytic Provenance

IEEE transactions on visualization and computer graphics, 2018-01, Vol.24 (1), p.120-130

2018

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What you see is what you can change: Human-centered machine learning by interactive visualization

Neurocomputing (Amsterdam), 2017-12, Vol.268, p.164-175

2017

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Investigating the Sketchplan: A Novel Way of Identifying Tactical Behavior in Massive Soccer Datasets

IEEE transactions on visualization and computer graphics, 2023-04, Vol.29 (4), p.1920-1936

2023

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A Survey on Visual Analytics of Social Media Data

IEEE transactions on multimedia, 2016-11, Vol.18 (11), p.2135-2148

2016

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Visual Analytics for Temporal Hypergraph Model Exploration

IEEE transactions on visualization and computer graphics, 2021-02, Vol.27 (2), p.550-560

2021

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Task-Based Visual Interactive Modeling: Decision Trees and Rule-Based Classifiers

IEEE transactions on visualization and computer graphics, 2022-09, Vol.28 (9), p.3307-3323

2022

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Comparative Evaluation of Animated Scatter Plot Transitions

IEEE transactions on visualization and computer graphics, 2024-06, Vol.30 (6), p.2929-2941

2024

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FS/DS: A Theoretical Framework for the Dual Analysis of Feature Space and Data Space

IEEE transactions on visualization and computer graphics, 2024-08, Vol.30 (8), p.5165-5182

2024

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CorpusVis: Visual Analysis of Digital Sheet Music Collections

Computer graphics forum, 2022-06, Vol.41 (3), p.283-294

2022

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MultiSegVA: Using Visual Analytics to Segment Biologging Time Series on Multiple Scales

IEEE transactions on visualization and computer graphics, 2021-02, Vol.27 (2), p.1623-1633

2021

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Augmenting Digital Sheet Music through Visual Analytics

Computer graphics forum, 2022-02, Vol.41 (1), p.301-316

2022

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Where to go: Computational and visual what-if analyses in soccer

Journal of sports sciences, 2019-12, Vol.37 (24), p.2774-2782

2019

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Anomaly detection for visual analytics of power consumption data

Computers & graphics, 2014-02, Vol.38, p.27-37

2014

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EventRiver: Visually Exploring Text Collections with Temporal References

IEEE transactions on visualization and computer graphics, 2012-01, Vol.18 (1), p.93-105

2012

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Real-Time Visual Analytics for Text Streams

Computer (Long Beach, Calif.), 2013-07, Vol.46 (7), p.47-55

2013

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Spatiotemporal Analysis of Sensor Logs using Growth Ring Maps

IEEE transactions on visualization and computer graphics, 2009-11, Vol.15 (6), p.913-920

2009

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Visual analytics for concept exploration in subspaces of patient groups: Making sense of complex datasets with the Doctor-in-the-loop

Brain informatics, 2016-12, Vol.3 (4), p.233-247

2016

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Visual Readability Analysis: How to Make Your Writings Easier to Read

IEEE transactions on visualization and computer graphics, 2012-05, Vol.18 (5), p.662-674

2012

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BANKSAFE: Visual analytics for big data in large-scale computer networks

Information visualization, 2015-01, Vol.14 (1), p.51-61

2015

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VIS4ML: An Ontology for Visual Analytics Assisted Machine Learning

Making machine intelligence less scary for criminal analysts: reflections on designing a visual comparative case analysis tool

Knowledge Generation Model for Visual Analytics

The Role of Uncertainty, Awareness, and Trust in Visual Analytics

Bring It to the Pitch: Combining Video and Movement Data to Enhance Team Sport Analysis

Visual Interaction with Dimensionality Reduction: A Structured Literature Analysis

SOMFlow: Guided Exploratory Cluster Analysis with Self-Organizing Maps and Analytic Provenance

What you see is what you can change: Human-centered machine learning by interactive visualization

Investigating the Sketchplan: A Novel Way of Identifying Tactical Behavior in Massive Soccer Datasets

A Survey on Visual Analytics of Social Media Data

Visual Analytics for Temporal Hypergraph Model Exploration

Task-Based Visual Interactive Modeling: Decision Trees and Rule-Based Classifiers

Comparative Evaluation of Animated Scatter Plot Transitions

FS/DS: A Theoretical Framework for the Dual Analysis of Feature Space and Data Space

CorpusVis: Visual Analysis of Digital Sheet Music Collections

MultiSegVA: Using Visual Analytics to Segment Biologging Time Series on Multiple Scales

Augmenting Digital Sheet Music through Visual Analytics

Where to go: Computational and visual what-if analyses in soccer

Anomaly detection for visual analytics of power consumption data

EventRiver: Visually Exploring Text Collections with Temporal References

Real-Time Visual Analytics for Text Streams

Spatiotemporal Analysis of Sensor Logs using Growth Ring Maps

Visual analytics for concept exploration in subspaces of patient groups: Making sense of complex datasets with the Doctor-in-the-loop

Visual Readability Analysis: How to Make Your Writings Easier to Read

BANKSAFE: Visual analytics for big data in large-scale computer networks

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