Daniel A. Keim

Orcid: 0000-0001-7966-9740

Affiliations:
  • University of Konstanz, Germany


According to our database1, Daniel A. Keim authored at least 517 papers between 1991 and 2024.

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Bibliography

2024
Comparative Evaluation of Animated Scatter Plot Transitions - Supplemental Material.
Dataset, February, 2024

SkiVis: Visual Exploration and Route Planning in Ski Resorts.
IEEE Trans. Vis. Comput. Graph., January, 2024

The Categorical Data Map - Replication Data.
Dataset, January, 2024

generAItor: Tree-in-the-Loop Text Generation for Language Model Explainability and Adaptation.
CoRR, 2024

Comparative Evaluation of Animated Scatter Plot Transitions.
CoRR, 2024

MULTI-CASE: A Transformer-based Ethics-aware Multimodal Investigative Intelligence Framework.
CoRR, 2024

2023
VISITOR: Visual Interactive State Sequence Exploration for Reinforcement Learning.
Comput. Graph. Forum, June, 2023

Investigating the Sketchplan: A Novel Way of Identifying Tactical Behavior in Massive Soccer Datasets.
IEEE Trans. Vis. Comput. Graph., April, 2023

Replication Data for: "Slope-Dependent Rendering of Parallel Coordinates to Reduce Density Distortion and Ghost Clusters".
Dataset, March, 2023

Replication Data for: "Slope-Dependent Rendering of Parallel Coordinates to Reduce Density Distortion and Ghost Clusters".
Dataset, March, 2023

Visual Analytics of Co-Occurrences to Discover Subspaces in Structured Data.
ACM Trans. Interact. Intell. Syst., 2023

Revealing the Unwritten: Visual Investigation of Beam Search Trees to Address Language Model Prompting Challenges.
CoRR, 2023

Introducing the Attribution Stability Indicator: a Measure for Time Series XAI Attributions.
CoRR, 2023

RLHF-Blender: A Configurable Interactive Interface for Learning from Diverse Human Feedback.
CoRR, 2023

Visual Explanations with Attributions and Counterfactuals on Time Series Classification.
CoRR, 2023

The Role of Interactive Visualization in Explaining (Large) NLP Models: from Data to Inference.
CoRR, 2023

Grand Challenges in Visual Analytics Applications.
IEEE Computer Graphics and Applications, 2023

A Deep Dive into Perturbations as Evaluation Technique for Time Series XAI.
Proceedings of the Explainable Artificial Intelligence, 2023

Aesthetic-Driven Navigation for Node-Link Diagrams in VR.
Proceedings of the 2023 ACM Symposium on Spatial User Interaction, 2023

Exploring Trajectory Data in Augmented Reality: A Comparative Study of Interaction Modalities.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2023

2022
Task-Based Visual Interactive Modeling: Decision Trees and Rule-Based Classifiers.
IEEE Trans. Vis. Comput. Graph., 2022

VisInReport: Complementing Visual Discourse Analytics Through Personalized Insight Reports.
IEEE Trans. Vis. Comput. Graph., 2022

Visual Comparison of Networks in VR.
IEEE Trans. Vis. Comput. Graph., 2022

Multiscale Visualization: A Structured Literature Analysis.
IEEE Trans. Vis. Comput. Graph., 2022

Machine learning meets visualization - Experiences and lessons learned.
it Inf. Technol., 2022

Interactive Visualization for Fostering Trust in ML (Dagstuhl Seminar 22351).
Dagstuhl Reports, 2022

How to Enable Uncertainty Estimation in Proximal Policy Optimization.
CoRR, 2022

Motif-Based Visual Analysis of Dynamic Networks.
CoRR, 2022

BARReL: Bottleneck Attention for Adversarial Robustness in Vision-Based Reinforcement Learning.
CoRR, 2022

ViNNPruner: Visual Interactive Pruning for Deep Learning.
CoRR, 2022

CorpusVis: Visual Analysis of Digital Sheet Music Collections.
Comput. Graph. Forum, 2022

Augmenting Digital Sheet Music through Visual Analytics.
Comput. Graph. Forum, 2022

Immersive Analytics with Abstract 3D Visualizations: A Survey.
Comput. Graph. Forum, 2022

Visual Exploration of Preference-based Routes in Ski Resorts.
Proceedings of the 24th Eurographics Conference on Visualization, 2022

Promoting Ethical Awareness in Communication Analysis: Investigating Potentials and Limits of Visual Analytics for Intelligence Applications.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

2021
Why Visualize? Untangling a Large Network of Arguments.
IEEE Trans. Vis. Comput. Graph., 2021

MultiSegVA: Using Visual Analytics to Segment Biologging Time Series on Multiple Scales.
IEEE Trans. Vis. Comput. Graph., 2021

Visual Analytics for Temporal Hypergraph Model Exploration.
IEEE Trans. Vis. Comput. Graph., 2021

Multiscale Snapshots: Visual Analysis of Temporal Summaries in Dynamic Graphs.
IEEE Trans. Vis. Comput. Graph., 2021

Visual Analysis of Spatio-Temporal Event Predictions: Investigating the Spread Dynamics of Invasive Species.
IEEE Trans. Big Data, 2021

Integrating Data and Model Space in Ensemble Learning by Visual Analytics.
IEEE Trans. Big Data, 2021

Time Series Model Attribution Visualizations as Explanations.
CoRR, 2021

Communication Analysis through Visual Analytics: Current Practices, Challenges, and New Frontiers.
CoRR, 2021

Learning Contextualized User Preferences for Co-Adaptive Guidance in Mixed-Initiative Topic Model Refinement.
Comput. Graph. Forum, 2021

A Survey of Human-Centered Evaluations in Human-Centered Machine Learning.
Comput. Graph. Forum, 2021

CommAID: Visual Analytics for Communication Analysis through Interactive Dynamics Modeling.
Comput. Graph. Forum, 2021

ParSetgnostics: Quality Metrics for Parallel Sets.
Comput. Graph. Forum, 2021

Why Visualize? Arguments for Visual Support in Decision Making.
IEEE Computer Graphics and Applications, 2021

The Value of Immersive Visualization.
IEEE Computer Graphics and Applications, 2021

The Role of Interactive Visualization in Fostering Trust in AI.
IEEE Computer Graphics and Applications, 2021

Co-adaptive visual data analysis and guidance processes.
Comput. Graph., 2021

SpatialRugs: A compact visualization of space and time for analyzing collective movement data.
Comput. Graph., 2021

VulnEx: Exploring Open-Source Software Vulnerabilities in Large Development Organizations to Understand Risk Exposure.
Proceedings of the IEEE Symposium on Visualization for Cyber Security, 2021

Towards a Survey on Static and Dynamic Hypergraph Visualizations.
Proceedings of the 2021 IEEE Visualization Conference, 2021

TS-MULE: Local Interpretable Model-Agnostic Explanations for Time Series Forecast Models.
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

Spatio-temporal clustering benchmark for collective animal behavior.
Proceedings of the HANIMOB@SIGSPATIAL 2021: Proceedings of the 1st ACM SIGSPATIAL International Workshop on Animal Movement Ecology and Human Mobility, 2021

Speculative Execution of Similarity Queries: Real-Time Parameter Optimization through Visual Exploration.
Proceedings of the Workshops of the EDBT/ICDT 2021 Joint Conference, 2021

2020
The Impact of Immersion on Cluster Identification Tasks.
IEEE Trans. Vis. Comput. Graph., 2020

Semantic Concept Spaces: Guided Topic Model Refinement using Word-Embedding Projections.
IEEE Trans. Vis. Comput. Graph., 2020

Toward Mass Video Data Analysis: Interactive and Immersive 4D Scene Reconstruction.
Sensors, 2020

Interactive Visualization for Fostering Trust in AI (Dagstuhl Seminar 20382).
Dagstuhl Reports, 2020

An Empirical Study of Explainable AI Techniques on Deep Learning Models For Time Series Tasks.
CoRR, 2020

A Comparative Analysis of Industry Human-AI Interaction Guidelines.
CoRR, 2020

Studying Visualization Guidelines According to Grounded Theory.
CoRR, 2020

dg2pix: Pixel-Based Visual Analysis of Dynamic Graphs.
CoRR, 2020

Should We Trust (X)AI? Design Dimensions for Structured Experimental Evaluations.
CoRR, 2020

Augmenting Sheet Music with Rhythmic Fingerprints.
CoRR, 2020

MotionGlyphs: Visual Abstraction of Spatio-Temporal Networks in Collective Animal Behavior.
Comput. Graph. Forum, 2020

Evaluating Reordering Strategies for Cluster Identification in Parallel Coordinates.
Comput. Graph. Forum, 2020

v-plots: Designing Hybrid Charts for the Comparative Analysis of Data Distributions.
Comput. Graph. Forum, 2020

Teaching Clustering Algorithms With EduClust: Experience Report and Future Directions.
IEEE Computer Graphics and Applications, 2020

ModelSpeX: Model Specification Using Explainable Artificial Intelligence Methods.
Proceedings of the 3rd Workshop on Machine Learning Methods in Visualisation for Big Data, 2020

Towards visual debugging for multi-target time series classification.
Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020

A Comparative Study of Orientation Support Tools in Virtual Reality Environments with Virtual Teleportation.
Proceedings of the 2020 IEEE International Symposium on Mixed and Augmented Reality, 2020

DataShiftExplorer: Visualizing and Comparing Change in Multidimensional Data for Supervised Learning.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Learning and Teaching in Co-Adaptive Guidance for Mixed-Initiative Visual Analytics.
Proceedings of the 11th International EuroVis Workshop on Visual Analytics, 2020

SpatialRugs: Enhancing Spatial Awareness of Movement in Dense Pixel Visualizations.
Proceedings of the 11th International EuroVis Workshop on Visual Analytics, 2020

Assessing 2D and 3D Heatmaps for Comparative Analysis: An Empirical Study.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

Quality Metrics for Symmetric Graph Drawings.
Proceedings of the 2020 IEEE Pacific Visualization Symposium, 2020

2019
VIS4ML: An Ontology for Visual Analytics Assisted Machine Learning.
IEEE Trans. Vis. Comput. Graph., 2019

Bridging Text Visualization and Mining: A Task-Driven Survey.
IEEE Trans. Vis. Comput. Graph., 2019

Visual Analytics for Topic Model Optimization based on User-Steerable Speculative Execution.
IEEE Trans. Vis. Comput. Graph., 2019

MotionRugs: Visualizing Collective Trends in Space and Time.
IEEE Trans. Vis. Comput. Graph., 2019

Commercial Visual Analytics Systems-Advances in the Big Data Analytics Field.
IEEE Trans. Vis. Comput. Graph., 2019

A Quality Metric for Symmetric Graph Drawings.
CoRR, 2019

Towards a Rigorous Evaluation of XAI Methods on Time Series.
CoRR, 2019

Framing Visual Musicology through Methodology Transfer.
CoRR, 2019

Speculative Execution for Guided Visual Analytics.
CoRR, 2019

SurgeryCuts: Embedding Additional Information in Maps without Occluding Features.
Comput. Graph. Forum, 2019

Tackling Similarity Search for Soccer Match Analysis: Multimodal Distance Measure and Interactive Query Definition.
IEEE Computer Graphics and Applications, 2019

Visual Analytics of Volunteered Geographic Information: Detection and Investigation of Urban Heat Islands.
IEEE Computer Graphics and Applications, 2019

Slope-Dependent Rendering of Parallel Coordinates to Reduce Density Distortion and Ghost Clusters.
Proceedings of the 30th IEEE Visualization Conference, 2019

Visual Analytics of Conversational Dynamics.
Proceedings of the 10th International EuroVis Workshop on Visual Analytics, 2019

Comparative Analysis with Heightmaps in Virtual Reality Environments.
Proceedings of the 21st Eurographics Conference on Visualization, 2019

Moving Together: Towards a Formalization of Collective Movement.
Proceedings of the 10th International EuroVis Workshop on Visual Analytics, 2019

Regulation-Oriented Filtering in Web-Based Air Traffic Exploration.
Proceedings of the 7th OpenSky Workshop 2019, Zurich, Switzerland, November 21-22, 2019., 2019

From Movement to Events: Improving Soccer Match Annotations.
Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

Video-based Analysis of Soccer Matches.
Proceedings of the Proceedings Proceedings of the 2nd International Workshop on Multimedia Content Analysis in Sports, 2019

Visual Analytics for Supporting Conflict Resolution in Large Railway Networks.
Proceedings of the Recent Advances in Big Data and Deep Learning, 2019

cpmViz: A Web-Based Visualization Tool for Uncertain Spatiotemporal Data.
Proceedings of the 14th IEEE Conference on Visual Analytics Science and Technology, 2019

Earthquake Investigation and Visual Cognizance of Multivariate Temporal Tabular Data Using Machine Learning.
Proceedings of the 14th IEEE Conference on Visual Analytics Science and Technology, 2019

RescueMark: Visual Analytics of Social Media Data for Guiding Emergency Response in Disaster Situations: Award for Skillful Integration of Language Model.
Proceedings of the 14th IEEE Conference on Visual Analytics Science and Technology, 2019

Computer vision meets visual analytics: Enabling 4D crime scene investigation from image and video data.
Proceedings of the 9th International Conference on Imaging for Crime Detection and Prevention, 2019

Towards A Rigorous Evaluation Of XAI Methods On Time Series.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Breaking the Curse of Visual Data Exploration: Improving Analyses by Building Bridges between Data World and Real World.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Breaking the Curse of Visual Analytics: Accommodating Virtual Reality in the Visualization Pipeline.
Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2019

A Quality Metric for Visualization of Clusters in Graphs.
Proceedings of the Graph Drawing and Network Visualization - 27th International Symposium, 2019

EduClust - A Visualization Application for Teaching Clustering Algorithms.
Proceedings of the 40th Annual Conference of the European Association for Computer Graphics, 2019

Tiled Stereoscopic 3D Display Wall - Concept, Applications and Evaluation.
Proceedings of the Stereoscopic Displays and Applications XXX, 2019

lingvis.io - A Linguistic Visual Analytics Framework.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Visualizing Linguistic Change as Dimension Interactions.
Proceedings of the 1st International Workshop on Computational Approaches to Historical Language Change, 2019

2018
Visual Analytics.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Dense Pixel Displays.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Making machine intelligence less scary for criminal analysts: reflections on designing a visual comparative case analysis tool.
Vis. Comput., 2018

Bring It to the Pitch: Combining Video and Movement Data to Enhance Team Sport Analysis.
IEEE Trans. Vis. Comput. Graph., 2018

SOMFlow: Guided Exploratory Cluster Analysis with Self-Organizing Maps and Analytic Provenance.
IEEE Trans. Vis. Comput. Graph., 2018

Progressive Learning of Topic Modeling Parameters: A Visual Analytics Framework.
IEEE Trans. Vis. Comput. Graph., 2018

Urban Mobility Analysis With Mobile Network Data: A Visual Analytics Approach.
IEEE Trans. Intell. Transp. Syst., 2018

Progressive Data Science: Potential and Challenges.
CoRR, 2018

Analyzing Visual Mappings of Traditional and Alternative Music Notation.
CoRR, 2018

ThreadReconstructor: Modeling Reply-Chains to Untangle Conversational Text through Visual Analytics.
Comput. Graph. Forum, 2018

Quality Metrics for Information Visualization.
Comput. Graph. Forum, 2018

Viewing Visual Analytics as Model Building.
Comput. Graph. Forum, 2018

Remembering Georges Grinstein.
IEEE Computer Graphics and Applications, 2018

polimaps: Supporting Predictive Policing with Visual Analytics.
Proceedings of the 9th International EuroVis Workshop on Visual Analytics, 2018

A Concept for Consensus-based Ordering of Views.
Proceedings of the 9th International EuroVis Workshop on Visual Analytics, 2018

VisGuides: A Forum for Discussing Visualization Guidelines.
Proceedings of the 20th Eurographics Conference on Visualization, 2018

An Adaptive Image-based Plagiarism Detection Approach.
Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries, 2018

Identifying Patterns and Anomalies within Spatiotemporal Water Sampling Data : VAST Challenge 2018: Award for Elegant Design of an Interactive Display.
Proceedings of the 13th IEEE Conference on Visual Analytics Science and Technology, 2018

Interactive Classification Using Spectrograms and Audio Glyphs.
Proceedings of the 13th IEEE Conference on Visual Analytics Science and Technology, 2018

Time Series Projection to Highlight Trends and Outliers.
Proceedings of the 13th IEEE Conference on Visual Analytics Science and Technology, 2018

SMARTexplore: Simplifying High-Dimensional Data Analysis through a Table-Based Visual Analytics Approach.
Proceedings of the 13th IEEE Conference on Visual Analytics Science and Technology, 2018

Interactive Webtool for Tempospatial Data and Visual Audio Analysis : VAST Challenge 2018: Honorable Mention for Interactive Analytic Tool.
Proceedings of the 13th IEEE Conference on Visual Analytics Science and Technology, 2018

G-Rap: interactive text synthesis using recurrent neural network suggestions.
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

Visual Analysis of Urban Traffic Data based on High-Resolution and High-Dimensional Environmental Sensor Data.
Proceedings of the 6th Workshop on Visualisation in Environmental Sciences, 2018

Provenance-Based Visual Data Exploration with EVLIN.
Proceedings of the 21st International Conference on Extending Database Technology, 2018

Revealing the Invisible: Visual Analytics and Explanatory Storytelling for Advanced Team Sport Analysis.
Proceedings of the 2018 International Symposium on Big Data Visual and Immersive Analytics, 2018

LTMA: Layered Topic Matching for the Comparative Exploration, Evaluation, and Refinement of Topic Modeling Results.
Proceedings of the 2018 International Symposium on Big Data Visual and Immersive Analytics, 2018

SocialOcean: Visual Analysis and Characterization of Social Media Bubbles.
Proceedings of the 2018 International Symposium on Big Data Visual and Immersive Analytics, 2018

The Biases of Thinking Fast and Thinking Slow.
Proceedings of the Cognitive Biases in Visualizations., 2018

2017
Indexing, X-Tree.
Proceedings of the Encyclopedia of GIS., 2017

Visual Interaction with Dimensionality Reduction: A Structured Literature Analysis.
IEEE Trans. Vis. Comput. Graph., 2017

A Systematic Review of Experimental Studies on Data Glyphs.
IEEE Trans. Vis. Comput. Graph., 2017

Visual linguistic analysis of political discussions: Measuring deliberative quality.
Digit. Scholarsh. Humanit., 2017

<i>VisExpress</i>: Visual exploration of differential gene expression data.
Inf. Vis., 2017

What you see is what you can change: Human-centered machine learning by interactive visualization.
Neurocomputing, 2017

How to Make Sense of Team Sport Data: From Acquisition to Data Modeling and Research Aspects.
Data, 2017

Visual Integration of Data and Model Space in Ensemble Learning.
CoRR, 2017

Interactive Ambiguity Resolution of Named Entities in Fictional Literature.
Comput. Graph. Forum, 2017

Dynamic Visual Abstraction of Soccer Movement.
Comput. Graph. Forum, 2017

NEREx: Named-Entity Relationship Exploration in Multi-Party Conversations.
Comput. Graph. Forum, 2017

Feature Alignment for the Analysis of Verbatim Text Transcripts.
Proceedings of the 8th International EuroVis Workshop on Visual Analytics, 2017

Visual Analysis of Geolocated Echo Chambers in Social Media.
Proceedings of the 19th Eurographics Conference on Visualization, 2017

On the Impact of the Medium in the Effectiveness of 3D Software Visualizations.
Proceedings of the IEEE Working Conference on Software Visualization, 2017

Visual Analytics and Similarity Search: Concepts and Challenges for Effective Retrieval Considering Users, Tasks, and Data.
Proceedings of the Similarity Search and Applications - 10th International Conference, 2017

SIZE: Satellite Image Zooming and Exploration.
Proceedings of the 12th IEEE Conference on Visual Analytics Science and Technology, 2017

Pattern Trails: Visual Analysis of Pattern Transitions in Subspaces.
Proceedings of the 12th IEEE Conference on Visual Analytics Science and Technology, 2017

ODIX: A Rapid Hypotheses Testing System for Origin-Destination Data IEEE VAST Challenge Award for Excellence in Spatio-temporal Graph Analytics.
Proceedings of the 12th IEEE Conference on Visual Analytics Science and Technology, 2017

HistoBankVis: Detecting Language Change via Data Visualization.
Proceedings of the NoDaLiDa 2017 Workshop on Processing Historical Language, 2017

Interpretation of Dimensionally-reduced Crime Data: A Study with Untrained Domain Experts.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 3: IVAPP, Porto, Portugal, February 27, 2017

Interactive Visual Analysis of Transcribed Multi-Party Discourse.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
Guiding the exploration of scatter plot data using motif-based interest measures.
J. Vis. Lang. Comput., 2016

The Role of Uncertainty, Awareness, and Trust in Visual Analytics.
IEEE Trans. Vis. Comput. Graph., 2016

Temporal MDS Plots for Analysis of Multivariate Data.
IEEE Trans. Vis. Comput. Graph., 2016

A Survey on Visual Analytics of Social Media Data.
IEEE Trans. Multim., 2016

Integrated visual analysis of patterns in time series and text data - Workflow and application to financial data analysis.
Inf. Vis., 2016

ConToVi: Multi-Party Conversation Exploration using Topic-Space Views.
Comput. Graph. Forum, 2016

Director's Cut: Analysis and Annotation of Soccer Matches.
IEEE Computer Graphics and Applications, 2016

Visual analytics for concept exploration in subspaces of patient groups.
Brain Informatics, 2016

Patent Retrieval: A Multi-Modal Visual Analytics Approach.
Proceedings of the 7th International EuroVis Workshop on Visual Analytics, 2016

When Individual Data Points Matter: Interactively Analysing Classification Landscapes.
Proceedings of the 18th Eurographics Conference on Visualization, 2016

Analytic Behavior and Trust Building in Visual Analytics.
Proceedings of the 18th Eurographics Conference on Visualization, 2016

Lessons on Combining Topology and Geography - Visual Analytics for Electrical Outage Management.
Proceedings of the 7th International EuroVis Workshop on Visual Analytics, 2016

SpaceCuts: Making Room for Visualizations on Maps.
Proceedings of the 18th Eurographics Conference on Visualization, 2016

Spherical Similarity Explorer for Comparative Case Analysis.
Proceedings of the Visualization and Data Analysis 2016, 2016

Star Glyph Insets for Overview Preservation of Multivariate Data.
Proceedings of the Visualization and Data Analysis 2016, 2016

From game events to team tactics: Visual analysis of dangerous situations in multi-match data.
Proceedings of the 1st International Conference on Technology and Innovation in Sports, 2016

Human-centered machine learning through interactive visualization: review and open challenges.
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

Die Rolle von Mensch und Computer in den Digital Humanities.
Proceedings of the 3. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2016


Generative Data Models for Validation and Evaluation of Visualization Techniques.
Proceedings of the Sixth Workshop on Beyond Time and Errors on Novel Evaluation Methods for Visualization, 2016

2015
BANKSAFE: Visual analytics for big data in large-scale computer networks.
Inf. Vis., 2015

Special Issue on Visual Analytics.
it Inf. Technol., 2015

Interactive feature space extension for multidimensional data projection.
Neurocomputing, 2015

Visual Soccer Analytics: Understanding the Characteristics of Collective Team Movement Based on Feature-Driven Analysis and Abstraction.
ISPRS Int. J. Geo Inf., 2015

Bridging Information Visualization with Machine Learning (Dagstuhl Seminar 15101).
Dagstuhl Reports, 2015

Efficient Contrast Effect Compensation with Personalized Perception Models.
Comput. Graph. Forum, 2015

Visual Analytics for Exploring Local Impact of Air Traffic.
Comput. Graph. Forum, 2015

Bridging the Gap of Domain and Visualization Experts with a Liaison.
Proceedings of the 17th Eurographics Conference on Visualization, 2015

ColorCAT: Guided Design of Colormaps for Combined Analysis Tasks.
Proceedings of the 17th Eurographics Conference on Visualization, 2015

Ambient Grids: Maintain Context-Awareness via Aggregated Off-Screen Visualization.
Proceedings of the 17th Eurographics Conference on Visualization, 2015

Integrated Spatial Uncertainty Visualization using Off-screen Aggregation.
Proceedings of the 6th International EuroVis Workshop on Visual Analytics, 2015

A Survey of Visualization Systems for Malware Analysis.
Proceedings of the 17th Eurographics Conference on Visualization, 2015

A survey and task-based quality assessment of static 2D colormaps.
Proceedings of the Visualization and Data Analysis 2015, 2015

Subspace Nearest Neighbor Search - Problem Statement, Approaches, and Discussion - Position Paper.
Proceedings of the Similarity Search and Applications - 8th International Conference, 2015

Separating the wheat from the chaff: identifying relevant and similar performance data with visual analytics.
Proceedings of the 2nd Workshop on Visual Performance Analysis, 2015

Self Organizing Maps for the Visual Analysis of Pitch Contours.
Proceedings of the 20th Nordic Conference of Computational Linguistics, 2015

Visual Analysis of Car Fleet Trajectories to Find Representative Routes for Automotive Research.
Proceedings of the 19th International Conference on Information Visualisation, 2015

Using visual analytics to analyze movement and action patterns.
Proceedings of the 10th IEEE Conference on Visual Analytics Science and Technology, 2015

Visual analytics for inspecting the evolution of a graph over time: Pattern discovery in a communication network.
Proceedings of the 10th IEEE Conference on Visual Analytics Science and Technology, 2015

Applying visual analytics to explore and analyze movement data.
Proceedings of the 10th IEEE Conference on Visual Analytics Science and Technology, 2015

Using visual analytics to provide situation awareness for movement and communication data.
Proceedings of the 10th IEEE Conference on Visual Analytics Science and Technology, 2015

An Integrated In-Situ Approach to Impacts from Natural Disasters on Critical Infrastructures.
Proceedings of the 48th Hawaii International Conference on System Sciences, 2015

Analysis of Patient Groups and Immunization Results Based on Subspace Clustering.
Proceedings of the Brain Informatics and Health - 8th International Conference, 2015

2014
Knowledge Generation Model for Visual Analytics.
IEEE Trans. Vis. Comput. Graph., 2014

Introduction to the Special Issue on Interactive Computational Visual Analytics.
ACM Trans. Interact. Intell. Syst., 2014

Augmenting the educational curriculum with the Visual Analytics Science and Technology Challenge: Opportunities and pitfalls.
Inf. Vis., 2014

Visual Analysis of Time-Series Similarities for Anomaly Detection in Sensor Networks.
Comput. Graph. Forum, 2014

Methods for Compensating Contrast Effects in Information Visualization.
Comput. Graph. Forum, 2014

Visual Analysis of Sets of Heterogeneous Matrices Using Projection-Based Distance Functions and Semantic Zoom.
Comput. Graph. Forum, 2014

Anomaly detection for visual analytics of power consumption data.
Comput. Graph., 2014

NStreamAware: real-time visual analytics for data streams to enhance situational awareness.
Proceedings of the 11th Workshop on Visualization for Cyber Security, 2014

State-of-the-Art Report of Visual Analysis for Event Detection in Text Data Streams.
Proceedings of the 16th Eurographics Conference on Visualization, 2014

Guided Sketching for Visual Search and Exploration in Large Scatter Plot Spaces.
Proceedings of the 5th International EuroVis Workshop on Visual Analytics, 2014

From Ill-defined Problems to Informed Decisions.
Proceedings of the 5th International EuroVis Workshop on Visual Analytics, 2014

Revisiting Perceptually Optimized Color Mapping for High-Dimensional Data Analysis.
Proceedings of the 16th Eurographics Conference on Visualization, 2014

A Visual Analytics Field Experiment to Evaluate Alternative Visualizations for Cyber Security Applications.
Proceedings of the 5th International EuroVis Workshop on Visual Analytics, 2014

Relating interesting quantitative time series patterns with text events and text features.
Proceedings of the Visualization and Data Analysis 2014, 2014

Visual abstraction of complex motion patterns.
Proceedings of the Visualization and Data Analysis 2014, 2014

Feature-driven visual analytics of soccer data.
Proceedings of the 9th IEEE Conference on Visual Analytics Science and Technology, 2014

Using visual analytics to support decision making to solve the Kronos incident (VAST challenge 2014).
Proceedings of the 9th IEEE Conference on Visual Analytics Science and Technology, 2014

Exploring Big Data using Visual Analytics.
Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), 2014

Towards visualizing linguistic patterns of deliberation: a case study of the S21 arbitration.
Proceedings of the 9th Annual International Conference of the Alliance of Digital Humanities Organizations, 2014

Auf den Weg zur Visualisierung von linguistischen Mustern der Deliberation: eine Fallstudie anhand der Daten von S21.
Proceedings of the 1. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2014

Task 1 of the CLEF eHealth Evaluation Lab 2014.
Proceedings of the Working Notes for CLEF 2014 Conference, 2014

Advanced visual analytics interfaces for adverse drug event detection.
Proceedings of the International Working Conference on Advanced Visual Interfaces, 2014

2013
Story Tracker: Incremental visual text analytics of news story development.
Inf. Vis., 2013

Visual sentiment analysis of customer feedback streams using geo-temporal term associations.
Inf. Vis., 2013

What do you think about this photo? A novel approach to opinion and sentiment analysis of photo comments.
Int. J. Data Min. Model. Manag., 2013

A GIS-based decision support system for hotel room rate estimation and temporal price prediction: The hotel brokers' context.
Decis. Support Syst., 2013

Preface: Intelligent interactive data visualization.
Data Min. Knowl. Discov., 2013

Visual Analysis of Social Media Data.
Computer, 2013

Real-Time Visual Analytics for Text Streams.
Computer, 2013

Fingerprint Matrices: Uncovering the dynamics of social networks in prose literature.
Comput. Graph. Forum, 2013

Big-Data Visualization.
IEEE Computer Graphics and Applications, 2013

Finding anomalies in time-series using visual correlation for interactive root cause analysis.
Proceedings of the 10th Workshop on Visualization for Cyber Security, 2013

Interactive Visualization and Feature Transformation for Multidimensional Data Projection.
Proceedings of the 1st International Workshop on Visual Analytics Using Multidimensional Projections, 2013

Visual analytics of cyber physical data streams using spatio-temporal radial pixel visualization.
Proceedings of the Visualization and Data Analysis 2013, 2013

Improving projection-based data analysis by feature space transformations.
Proceedings of the Visualization and Data Analysis 2013, 2013

Enhancing Scatter Plots Using Ellipsoid Pixel Placement and Shading.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

Visual Comparison of Orderings and Rankings.
Proceedings of the 4th International EuroVis Workshop on Visual Analytics, 2013

Solving Problems with Visual Analytics: The Role of Visualization and Analytics in Exploring Big Data.
Proceedings of the Datenbanksysteme für Business, 2013

Visualization of streaming data: Observing change and context in information visualization techniques.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

Visual Analytics of Movement.
Springer, ISBN: 978-3-642-37582-8, 2013

2012
Visual Readability Analysis: How to Make Your Writings Easier to Read.
IEEE Trans. Vis. Comput. Graph., 2012

EventRiver: Visually Exploring Text Collections with Temporal References.
IEEE Trans. Vis. Comput. Graph., 2012

Feature-Based Visual Sentiment Analysis of Text Document Streams.
ACM Trans. Intell. Syst. Technol., 2012

Improving 3D similarity search by enhancing and combining 3D descriptors.
Multim. Tools Appl., 2012

Solving Problems with Visual Analytics: Challenges and Applications.
J. Multim. Process. Technol., 2012

Visual exploration of frequent patterns in multivariate time series.
Inf. Vis., 2012

Information Visualization, Visual Data Mining and Machine Learning (Dagstuhl Seminar 12081).
Dagstuhl Reports, 2012

Rolled-out Wordles: A Heuristic Method for Overlap Removal of 2D Data Representatives.
Comput. Graph. Forum, 2012

Document Thumbnails with Variable Text Scaling.
Comput. Graph. Forum, 2012

The World's Languages Explorer: Visual Analysis of Language Features in Genealogical and Areal Contexts.
Comput. Graph. Forum, 2012

AMPLIO VQA - A Web Based Visual Query Analysis System for Micro Grid Energy Mix Planning.
Proceedings of the 3rd International EuroVis Workshop on Visual Analytics, 2012

Visual Analysis of Explicit Opinion and News Bias in German Soccer Articles.
Proceedings of the 3rd International EuroVis Workshop on Visual Analytics, 2012

The News Auditor: Visual Exploration of Clusters of Stories.
Proceedings of the 3rd International EuroVis Workshop on Visual Analytics, 2012

Incremental visual text analytics of news story development.
Proceedings of the Visualization and Data Analysis 2012, 2012

Integrating sentiment analysis and term associations with geo-temporal visualizations on customer feedback streams.
Proceedings of the Visualization and Data Analysis 2012, 2012

Real-time visual analytics for event data streams.
Proceedings of the ACM Symposium on Applied Computing, 2012

Solving Problems with Visual Analytics: Challenges and Applications.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Visual analytics for the big data era - A comparative review of state-of-the-art commercial systems.
Proceedings of the 7th IEEE Conference on Visual Analytics Science and Technology, 2012

Subspace search and visualization to make sense of alternative clusterings in high-dimensional data.
Proceedings of the 7th IEEE Conference on Visual Analytics Science and Technology, 2012

Exploring cyber physical data streams using Radial Pixel Visualizations.
Proceedings of the 7th IEEE Conference on Visual Analytics Science and Technology, 2012

BANKSAFE: A visual situational awareness tool for large-scale computer networks: VAST 2012 challenge award: Outstanding comprehensive submission, including multiple vizes.
Proceedings of the 7th IEEE Conference on Visual Analytics Science and Technology, 2012

Matrix-based visual correlation analysis on large timeseries data.
Proceedings of the 7th IEEE Conference on Visual Analytics Science and Technology, 2012

Visual Analytics: Towards Intelligent Interactive Internet and Security Solutions.
Proceedings of the Future Internet, 2012

Dynamic Visual Analytics - Facing the Real-Time Challenge.
Proceedings of the Expanding the Frontiers of Visual Analytics and Visualization, 2012

2011
Challenging problems of geospatial visual analytics.
J. Vis. Lang. Comput., 2011

A conceptual framework and taxonomy of techniques for analyzing movement.
J. Vis. Lang. Comput., 2011

Automated Analytical Methods to Support Visual Exploration of High-Dimensional Data.
IEEE Trans. Vis. Comput. Graph., 2011

CloudLines: Compact Display of Event Episodes in Multiple Time-Series.
IEEE Trans. Vis. Comput. Graph., 2011

VisWeek Keynote Address.
IEEE Trans. Vis. Comput. Graph., 2011

Quality Metrics in High-Dimensional Data Visualization: An Overview and Systematization.
IEEE Trans. Vis. Comput. Graph., 2011

Solving Problems with Visual Analytics.
Proceedings of the 2nd European Future Technologies Conference and Exhibition, 2011

Are my Children Old Enough to Read these Books? Age Suitability Analysis.
Polibits, 2011

Interaktive explorative Suche in großen Dokumentbeständen.
Datenbank-Spektrum, 2011

Visual Boosting in Pixel-based Visualizations.
Comput. Graph. Forum, 2011

A Visual Analytics Approach for Peak-Preserving Prediction of Large Seasonal Time Series.
Comput. Graph. Forum, 2011

<i>ForAVis</i>: explorative user forum analysis.
Proceedings of the International Conference on Web Intelligence, Mining and Semantics, 2011

Visualizing frequent patterns in large multivariate time series.
Proceedings of the Visualization and Data Analysis 2011, 2011

Visual pattern discovery in timed event data.
Proceedings of the Visualization and Data Analysis 2011, 2011

Solving problems with visual analytics: challenges and applications.
Proceedings of the I-KNOW 2011, 2011

Visual sentiment analysis on twitter data streams.
Proceedings of the 6th IEEE Conference on Visual Analytics Science and Technology, 2011

Visual analytics of terrorist activities related to epidemics.
Proceedings of the 6th IEEE Conference on Visual Analytics Science and Technology, 2011

Developing a Price Management Decision Support System for Hotel Brokers using Free and Open Source Tools.
Proceedings of the ICEIS 2011, 2011

Geodesic distances for web document clustering.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2011

Visual analysis of next-generation sequencing data to detect overlapping genes in bacterial genomes.
Proceedings of the 2011 IEEE Symposium on Biological Data Visualization, 2011

Towards Tracking Semantic Change by Visual Analytics.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

2010
Methods for Interactive Exploration of Large-Scale News Streams.
Proceedings of the Web Intelligence and Security, 2010

Report on the Dagstuhl Seminar on Visualization and Monitoring of Network Traffic.
J. Netw. Syst. Manag., 2010

A framework for using self-organising maps to analyse spatio-temporal patterns, exemplified by analysis of mobile phone usage.
J. Locat. Based Serv., 2010

Generalized scatter plots.
Inf. Vis., 2010

Variable binned scatter plots.
Inf. Vis., 2010

Visuelle Textanalyse - Interaktive Exploration von semantischen Inhalten.
Inform. Spektrum, 2010

Visualisierung und Analyse multidimensionaler Datensätze.
Inform. Spektrum, 2010

Visual Analytics.
Inform. Spektrum, 2010

Visualisierung auf Großbildschirmen - Herausforderung eines neuen Ausgabegeräts.
Inform. Spektrum, 2010

Application of Visual Analytics for Thermal State Management in Large Data Centres.
Comput. Graph. Forum, 2010

Space-in-Time and Time-in-Space Self-Organizing Maps for Exploring Spatiotemporal Patterns.
Comput. Graph. Forum, 2010

Applied Visual Exploration on Real-time News Feeds using Polarity and Geo-spatial Analysis.
Proceedings of the WEBIST 2010, 2010

DYNEVI - DYnamic News Entity Visualization.
Proceedings of the 1st International Symposium on Visual Analytics Science and Technology, 2010

Comparative Visual Analysis of Cross-Linguistic Features.
Proceedings of the 1st International Symposium on Visual Analytics Science and Technology, 2010

Visual analytics of large multidimensional data using variable binned scatter plots.
Proceedings of the Visualization and Data Analysis, 2010

Enhancing document structure analysis using visual analytics.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Visual analysis of news streams with article threads.
Proceedings of the First International Workshop on Novel Data Stream Pattern Mining Techniques, 2010

Event-Based Analysis of People's Activities and Behavior Using Flickr and Panoramio Geotagged Photo Collections.
Proceedings of the 14th International Conference on Information Visualisation, 2010

'Beautiful picture of an ugly place'. Exploring photo collections using opinion and sentiment analysis of user comments.
Proceedings of the International Multiconference on Computer Science and Information Technology, 2010

Visual market sector analysis for financial time series data.
Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010

The state of visual analytics: Views on what visual analytics is and where it is going.
Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010

Visual analysis of frequent patterns in large time series.
Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010

GEO-SPADE - A Generic Google Earth-based Framework for Analyzing and Exploring Spatio-temporal Data.
Proceedings of the ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems, Volume 5, HCI, Funchal, Madeira, Portugal, June 8, 2010

Developing Analytical GIS Applications with GEO-SPADE: Three Success Case Studies.
Proceedings of the Enterprise Information Systems - 12th International Conference, 2010

Processing online news streams for large-scale semantic analysis.
Proceedings of the Workshops Proceedings of the 26th International Conference on Data Engineering, 2010

Towards Automatic Detecting of Overlapping Genes - Clustered BLAST Analysis of Viral Genomes.
Proceedings of the Evolutionary Computation, 2010

From Visualization to Visually Enabled Reasoning.
Proceedings of the Scientific Visualization: Advanced Concepts, 2010

10471 Executive Summary - Scalable Visual Analytics.
Proceedings of the Scalable Visual Analytics, 21.11. - 26.11.2010, 2010

10471 Abstracts Collection - Scalable Visual Analytics.
Proceedings of the Scalable Visual Analytics, 21.11. - 26.11.2010, 2010

P-DBSCAN: a density based clustering algorithm for exploration and analysis of attractive areas using collections of geo-tagged photos.
Proceedings of the 1st International Conference and Exhibition on Computing for Geospatial Research & Application, 2010

Visual quality metrics and human perception: an initial study on 2D projections of large multidimensional data.
Proceedings of the International Conference on Advanced Visual Interfaces, 2010

Advanced visual analytics interfaces.
Proceedings of the International Conference on Advanced Visual Interfaces, 2010

A Novel Approach to Mining Travel Sequences Using Collections of Geotagged Photos.
Proceedings of the Geospatial Thinking, 2010

Mastering the Information Age - Solving Problems with Visual Analytics.
Eurographics Association, ISBN: 978-3-905673-77-7, 2010

Interactive Data Visualization - Foundations, Techniques, and Applications.
A K Peters, ISBN: 978-1-56881-473-5, 2010

2009
Visual Analytics.
Proceedings of the Encyclopedia of Database Systems, 2009

Dense Pixel Displays.
Proceedings of the Encyclopedia of Database Systems, 2009

Document Cards: A Top Trumps Visualization for Documents.
IEEE Trans. Vis. Comput. Graph., 2009

Spatiotemporal Analysis of Sensor Logs using Growth Ring Maps.
IEEE Trans. Vis. Comput. Graph., 2009

An Interactive Approach for Filtering Out Junk Images From Keyword-Based Google Search Results.
IEEE Trans. Circuits Syst. Video Technol., 2009

JustClick: Personalized Image Recommendation via Exploratory Search From Large-Scale Flickr Images.
IEEE Trans. Circuits Syst. Video Technol., 2009

Visual analytics: how much visualization and how much analytics?
SIGKDD Explor., 2009

Scale and complexity in visual analytics.
Inf. Vis., 2009

Schwerpunktthema - Skalierbare visuelle Analyse: Interaktive visuelle Analysesysteme für komplexe Informationswelten.
Datenbank-Spektrum, 2009

Analysis of Community-contributed Space- and Timereferenced Data by Example of Panoramio Photos.
Proceedings of the 14th International Workshop on Vision, Modeling, and Visualization, 2009

Visual analytics of anomaly detection in large data streams.
Proceedings of the Visualization and Data Analysis, 2009

Analyzing Document Collections via Context-Aware Term Extraction.
Proceedings of the Natural Language Processing and Information Systems, 2009

Personalized News Video Recommendation.
Proceedings of the Advances in Multimedia Modeling, 2009

Combining automated analysis and visualization techniques for effective exploration of high-dimensional data.
Proceedings of the 4th IEEE Symposium on Visual Analytics Science and Technology, 2009

Visual opinion analysis of customer feedback data.
Proceedings of the 4th IEEE Symposium on Visual Analytics Science and Technology, 2009

Poster: Visual prediction of time series.
Proceedings of the 4th IEEE Symposium on Visual Analytics Science and Technology, 2009

Integrative visual analytics for suspicious behavior detection.
Proceedings of the 4th IEEE Symposium on Visual Analytics Science and Technology, 2009

Analysis of community-contributed space- and time-referenced data (example of flickr and panoramio photos).
Proceedings of the 4th IEEE Symposium on Visual Analytics Science and Technology, 2009

Analysis of community-contributed space-and time-referenced data (example of Panoramio photos).
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

Interactive Analysis of NetFlows for Misuse Detection in Large IP Networks.
Proceedings of the 2. DFN-Forum Kommunikationstechnologien Verteilte Systeme im Wissenschaftsbereich, 27.05., 2009

09211 Executive Summary - Visualization and Monitoring of Network Traffic.
Proceedings of the Visualization and Monitoring of Network Traffic, 17.05. - 20.05.2009, 2009

09211 Abstracts Collection - Visualization and Monitoring of Network Traffic.
Proceedings of the Visualization and Monitoring of Network Traffic, 17.05. - 20.05.2009, 2009

Visual support for analyzing network traffic and intrusion detection events using TreeMap and graph representations.
Proceedings of the 3rd ACM Symposium on Computer Human Interaction for Management of Information Technology, 2009

2008
Visual Analytics: Scope and Challenges.
Proceedings of the Visual Data Mining - Theory, Techniques and Tools for Visual Analytics, 2008

Visual Analytics: Definition, Process, and Challenges.
Proceedings of the Information Visualization - Human-Centered Issues and Perspectives, 2008

Indexing, X-Tree.
Proceedings of the Encyclopedia of GIS., 2008

COPERNICUS: Context-Preserving Engine for Route Navigation with Interactive User-modifiable Scaling.
Comput. Graph. Forum, 2008

Density Displays for Data Stream Monitoring.
Comput. Graph. Forum, 2008

Large-Scale Network Monitoring for Visual Analysis of Attacks.
Proceedings of the 5th International Workshop on Visualization for Computer Security, 2008

Visual analytics techniques for large multi-attribute time series data.
Proceedings of the Visualization and Data Analysis 2008, 2008

Towards automatic feature vector optimization for multimedia applications.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

Personalized news video recommendation.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

A novel approach to enable semantic and visual image summarization for exploratory image search.
Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

Visual Analytics on the Financial Market: Pixel-based Analysis and Comparison of Long-Term Investments.
Proceedings of the 12th International Conference on Information Visualisation, 2008

Personalized News Video Recommendation Via Interactive Exploration.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

Visual evaluation of text features for document summarization and analysis.
Proceedings of the 3rd IEEE Symposium on Visual Analytics Science and Technology, 2008

Visual Analytics: Combining Automated Discovery with Interactive Visualizations.
Proceedings of the Discovery Science, 11th International Conference, 2008

2007
Visual Analysis of Network Traffic for Resource Planning, Interactive Monitoring, and Interpretation of Security Threats.
IEEE Trans. Vis. Comput. Graph., 2007

Value-Cell Bar Charts for Visualizing Large Transaction Data Sets.
IEEE Trans. Vis. Comput. Graph., 2007

Introduction.
SIGKDD Explor., 2007

An automated approach for the optimization of pixel-based visualizations.
Inf. Vis., 2007

Highlighting space-time patterns: Effective visual encodings for interactive decision-making.
Int. J. Geogr. Inf. Sci., 2007

Geovisual analytics for spatial decision support: Setting the research agenda.
Int. J. Geogr. Inf. Sci., 2007

Methoden und Benutzerschnittstellen für effektives Retrieval in 3D-Datenbanken.
Datenbank-Spektrum, 2007

Content-Based 3D Object Retrieval.
IEEE Computer Graphics and Applications, 2007

Introduction.
Comput. Graph., 2007

Visualizing large-scale IP traffic flows.
Proceedings of the 12th International Fall Workshop on Vision, Modeling, and Visualization, 2007

Visualization of Host Behavior for Network Security.
Proceedings of the 4th International Workshop on Visualization for Computer Security, 2007

Relevance Driven Visualization of Financial Performance Measures.
Proceedings of the 9th Joint Eurographics - IEEE VGTC Symposium on Visualization, 2007

Multi-Resolution Techniques for Visual Exploration of Large Time-Series Data.
Proceedings of the 9th Joint Eurographics - IEEE VGTC Symposium on Visualization, 2007

A visual analysis of multi-attribute data using pixel matrix displays.
Proceedings of the Visualization and Data Analysis 2007, 2007

Visual Exploration and Discovery of Atypical Behavior in Financial Time Series Data using Two-Dimensional Colormaps.
Proceedings of the 11th International Conference on Information Visualisation, 2007

Outlook for Visual Analytics Research Funding.
Proceedings of the 2nd IEEE Symposium on Visual Analytics Science and Technology, 2007

Literature Fingerprinting: A New Method for Visual Literary Analysis.
Proceedings of the 2nd IEEE Symposium on Visual Analytics Science and Technology, 2007

Intelligent Visual Analytics Queries.
Proceedings of the 2nd IEEE Symposium on Visual Analytics Science and Technology, 2007


07291 Abstracts Collection - Scientific Visualization.
Proceedings of the Scientific Visualization, 15.07. - 20.07.2007, 2007

07291 Summary - Scientific Visualization.
Proceedings of the Scientific Visualization, 15.07. - 20.07.2007, 2007

Hierarchy-driven Visual Exploration of Multidimensional Data Cubes.
Proceedings of the Datenbanksysteme in Business, 2007

2006
Visualization of Geo-spatial Point Sets via Global Shape Transformation and Local Pixel Placement.
IEEE Trans. Vis. Comput. Graph., 2006

Guest Editorial: Special Section on Visual Analytics.
IEEE Trans. Vis. Comput. Graph., 2006

An experimental effectiveness comparison of methods for 3D similarity search.
Int. J. Digit. Libr., 2006

Business process impact visualization and anomaly detection.
Inf. Vis., 2006

A Spectral Visualization System for Analyzing Financial Time Series Data.
Proceedings of the 8th Joint Eurographics - IEEE VGTC Symposium on Visualization, 2006

Scalable Pixel Based Visual Data Exploration.
Proceedings of the Pixelization Paradigm, First Visual Information Expert Workshop, 2006

Regular TreeMap layouts for visual analysis of hierarchical data.
Proceedings of the 22nd Spring Conference on Computer Graphics, 2006

Scalable Pixel-based Visual Interfaces: Challenges and Solutions.
Proceedings of the 10th International Conference on Information Visualisation, 2006

Challenges in Visual Data Analysis.
Proceedings of the 10th International Conference on Information Visualisation, 2006

European Research Forum Panel Session Envisioning Research Challenges in Visual Analytics.
Proceedings of the 10th International Conference on Information Visualisation, 2006

Pixnostics: Towards Measuring the Value of Visualization.
Proceedings of the 1st IEEE Symposium On Visual Analytics Science And Technology, 2006

Monitoring Network Traffic with Radial Traffic Analyzer.
Proceedings of the 1st IEEE Symposium On Visual Analytics Science And Technology, 2006

Visual Feature Space Analysis for Unsupervised Effectiveness Estimation and Feature Engineering.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

A Graphics Hardware Accelerated Algorithm for Nearest Neighbor Search.
Proceedings of the Computational Science, 2006

Finding Correlations in Functionally Equivalent Proteins by Integrating Automated and Visual Data Exploration.
Proceedings of the Sixth IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2006), 2006

Task-at-hand interface for change detection in stock market data.
Proceedings of the working conference on Advanced visual interfaces, 2006

2005
Scalable Visual Data Exploration of Large Data Sets via MultiResolution.
J. Univers. Comput. Sci., 2005

Feature-based similarity search in 3D object databases.
ACM Comput. Surv., 2005

Medial-Axis-Based Cartograms.
IEEE Computer Graphics and Applications, 2005

Mail Explorer - Spatial and Temporal Exploration of Electronic Mail.
Proceedings of the 7th Joint Eurographics, 2005

VisBiz: A Business Process Visualization Case Study.
Proceedings of the 7th Joint Eurographics, 2005

Visual mining geo-related data using pixel bar charts.
Proceedings of the Visualization and Data Analysis 2005, 2005

VisImpact: business impact visualization.
Proceedings of the Visualization and Data Analysis 2005, 2005

A pivot-based index structure for combination of feature vectors.
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

Importance-Driven Visualization Layouts for Large Time Series Data.
Proceedings of the IEEE Symposium on Information Visualization (InfoVis 2005), 2005

Analyzing Electronic Mail Using Temporal, Spatial, and Content-based Visualization Techniques.
Proceedings of the 35. Jahrestagung der Gesellschaft für Informatik, 2005

MailSOM - Exploration of Electronic Mail Archives Using Self-Organizing Maps.
Proceedings of the CEAS 2005, 2005

Visual Data-Mining Techniques An earlier version of this paper with focus on visualization techniques and their classification has been published in Visual Data Analysis: An Introduction (D. Hand and M. Berthold, Eds.).
Proceedings of the Visualization Handbook., 2005

2004
CartoDraw: A Fast Algorithm for Generating Contiguous Cartograms.
IEEE Trans. Vis. Comput. Graph., 2004

Guest Editor's Introduction: Special Section on InfoVis.
IEEE Trans. Vis. Comput. Graph., 2004

Multiresolution similarity search in image databases.
Multim. Syst., 2004

Wissenschaftliche Visualisierung.
it Inf. Technol., 2004

Wissenschaftliche Visualisierung - Ausgewählte Forschungsprojekte.
it Inf. Technol., 2004

Introduction to special issue with best papers from KDD 2002.
Inf. Syst., 2004

Data Mining und Data Warehousing.
Datenbank-Spektrum, 2004

Visual Data Mining in Large Geospatial Point Sets.
IEEE Computer Graphics and Applications, 2004

Pixel based visual data mining of geo-spatial data.
Comput. Graph., 2004

Geo-Spatial Data Viewer: From Familiar Land-covering to Arbitrary Distorted Geo-Spatial Quadtree Maps.
Proceedings of the 12-th International Conference in Central Europe on Computer Graphics, 2004

VisBiz: A Simplified Visualization of Business Operation.
Proceedings of the 15th IEEE Visualization Conference, 2004

2D Maps for Visual Analysis and Retrieval in Large Multi-Feature 3D Model Databases.
Proceedings of the 15th IEEE Visualization Conference, 2004

Shape-Embedded-Histograms for Visual Data Mining.
Proceedings of the 6th Joint Eurographics - IEEE TCVG Symposium on Visualization, 2004

Identifying Most Predictive Items.
Proceedings of the Intl. Workshop on Pattern Representation and Management, 2004

Pattern management challenges.
Proceedings of the Intl. Workshop on Pattern Representation and Management, 2004

Finding Spatial Patterns in Network Data.
Proceedings of the Intl. Workshop on Pattern Representation and Management, 2004

Automatic selection and combination of descriptors for effective 3D similarity search.
Proceedings of the Sixth IEEE International Symposium on Multimedia Software Engineering, 2004

Exploring and Visualizing the History of InfoVis.
Proceedings of the 10th IEEE Symposium on Information Visualization (InfoVis 2004), 2004

RecMap: Rectangular Map Approximations.
Proceedings of the 10th IEEE Symposium on Information Visualization (InfoVis 2004), 2004

Interactive Poster: Visual Mining of Business Process Data.
Proceedings of the 10th IEEE Symposium on Information Visualization (InfoVis 2004), 2004

Analyzing Large Collections of Email.
Proceedings of the International Conference on Information and Knowledge Engineering. IKE'04, 2004

Using entropy impurity for improved 3D object similarity search.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Similarity Search in Multimedia Databases.
Proceedings of the 20th International Conference on Data Engineering, 2004


CircleView: a new approach for visualizing time-related multidimensional data sets.
Proceedings of the working conference on Advanced visual interfaces, 2004

An Experimental Comparison of Feature-Based 3D Retrieval Methods.
Proceedings of the 2nd International Symposium on 3D Data Processing, 2004

2003
A General Approach to Clustering in Large Databases with Noise.
Knowl. Inf. Syst., 2003

Visualizing geographic information: VisualPoints vs. CartoDraw.
Inf. Vis., 2003

Guest Editorial.
Data Min. Knowl. Discov., 2003

Using projections to visually cluster high-dimensional data.
Comput. Sci. Eng., 2003

A Database Striptease or How to Manage Your Personal Databases.
Proceedings of 29th International Conference on Very Large Data Bases, 2003

Pushing the Limit in Visual Data Exploration: Techniques and Applications.
Proceedings of the KI 2003: Advances in Artificial Intelligence, 2003

PixelMaps: A New Visual Data Mining Approach for Analyzing Large Spatial Data Sets.
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Analyzing High-Dimensional Data by Subspace Validity.
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

HD-Eye - Visual Clustering of High dimensional Data.
Proceedings of the 19th International Conference on Data Engineering, 2003

Visual Data Mining of Large Spatial Data Sets.
Proceedings of the Databases in Networked Information Systems, 2003

Visual interaction to solving complex optimization problems.
Proceedings of the Data Visualization: The State of the Art, 2003

2002
Hierarchical Pixel Bar Charts.
IEEE Trans. Vis. Comput. Graph., 2002

Information Visualization and Visual Data Mining.
IEEE Trans. Vis. Comput. Graph., 2002

Visual Data Mining - KDD Workshop Report.
SIGKDD Explor., 2002

Pixel bar charts: a visualization technique for very large multi-attribute data sets?
Inf. Vis., 2002

Datenvisualisierung und Data Mining.
Datenbank-Spektrum, 2002

Verfahren zur Ähnlichkeitssuche auf 3D-Objekten.
Datenbank-Spektrum, 2002

Multi-Resolution Similarity Search in Image Databases.
Proceedings of the MIS 2002, International Workshop on Multimedia Information Systems, October 10, 2002

Efficient Cartogram Generation: A Comparison.
Proceedings of the 2002 IEEE Symposium on Information Visualization (InfoVis 2002), 27 October, 2002

Visual Data Mining.
Proceedings of the 23rd Annual Conference of the European Association for Computer Graphics, 2002

2001
Searching in high-dimensional spaces: Index structures for improving the performance of multimedia databases.
ACM Comput. Surv., 2001

Visual exploration of large data sets.
Commun. ACM, 2001

Pixel Bar Charts: A New Technique for Visualizing Large Multi-Attribute Data Sets without Aggregation.
Proceedings of the IEEE Symposium on Information Visualization 2001 (INFOVIS'01), 2001

On Optimizing Nearest Neighbor Queries in High-Dimensional Data Spaces.
Proceedings of the Database Theory, 2001

On the Surprising Behavior of Distance Metrics in High Dimensional Spaces.
Proceedings of the Database Theory, 2001

2000
Designing Pixel-Oriented Visualization Techniques: Theory and Applications.
IEEE Trans. Vis. Comput. Graph., 2000

Indexing the Solution Space: A New Technique for Nearest Neighbor Search in High-Dimensional Space.
IEEE Trans. Knowl. Data Eng., 2000

Interesting KDD-News from SIGMOD'99.
SIGKDD Explor., 2000

What Is the Nearest Neighbor in High Dimensional Spaces?
Proceedings of the VLDB 2000, 2000

Datenbank- und Visualisierungstechnologien in der Informationsfusion.
Proceedings of the Simulation und Visualisierung 2000 (SimVis 2000), 2000

Indexing High-Dimensional Spaces: Database Support for Next Decade's Applications.
Proceedings of the 16th International Conference on Data Engineering, San Diego, California, USA, February 28, 2000

Analysis of the Effectiveness-Efficiency Dependence for Image Retrieval.
Proceedings of the First DELOS Network of Excellence Workshop on Information Seeking, 2000

Optimal Multidimensional Query Processing Using Tree Striping.
Proceedings of the Data Warehousing and Knowledge Discovery, 2000

Clustering 3D-structures of Small Aminoacid-chains for Detecting Dependence from Their Sequential Context in Proteins.
Proceedings of the 1st IEEE International Symposium on Bioinformatics and Biomedical Engineering, 2000

1999
Visualizing Large Telecommunication Data Sets.
IEEE Computer Graphics and Applications, 1999

HD-Eye: Visual Mining of High-Dimensional Data.
IEEE Computer Graphics and Applications, 1999

Optimal Grid-Clustering: Towards Breaking the Curse of Dimensionality in High-Dimensional Clustering.
Proceedings of the VLDB'99, 1999

Visualizing Large-Scale Telecommunication Networks and Services.
Proceedings of the 10th IEEE Visualization Conference, 1999

Visual Exploration of Large Telecommunication Data Sets.
Proceedings of the 1999 User Interfaces to Data Intensive Systems, 1999

Visual Data Exploration (Tutorial).
Proceedings of the Simulation und Visualisierung 1999 (SimVis 1999), 1999

Efficient Geometry-based Similarity Search of 3D Spatial Databases.
Proceedings of the SIGMOD 1999, 1999

Clustering Methods for Large Databases: From the Past to the Future.
Proceedings of the SIGMOD 1999, 1999

Clustering Techniques for Large Data Sets - from the Past to the Future.
Proceedings of the Tutorial Notes for ACM SIGKDD 1999 International Conference on Knowledge Discovery and Data Mining, 1999

1998
The Gridfit algorithm: an efficient and effective approach to visualizing large amounts of spatial data.
Proceedings of the 9th IEEE Visualization Conference, 1998

High-Dimensional Index Structures, Database Support for Next Decade's Applications (Tutorial).
Proceedings of the SIGMOD 1998, 1998

An Efficient Approach to Clustering in Large Multimedia Databases with Noise.
Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998

Similarity Clustering of Dimensions for an Enhanced Visualization of Multidimensional Data.
Proceedings of the 1998 IEEE Symposium on Information Visualization (InfoVis '98), 1998

Fast Nearest Neighbor Search in High-Dimensional Space.
Proceedings of the Fourteenth International Conference on Data Engineering, 1998

Section Coding: A Similarity Search Technique for the Car Manufacturing Industry.
Proceedings of the Third International Conference on Integrated Design and Process Technology, IDPT, 1998

Verwendung von Bildern zur Exploration und Analyse großer Datenmengen.
Proceedings of the Informatik '98, 1998

Detecting relationships between amino acid residue sequences and 3D protein structures based on a new class of rotamer libraries.
Proceedings of the German Conference on Bioinformatics, 1998

1997
Using Extended Feature Objects for Partial Similarity Retrieval.
VLDB J., 1997

Fast Parallel Similarity Search in Multimedia Databases.
Proceedings of the SIGMOD 1997, 1997

A Cost Model For Nearest Neighbor Search in High-Dimensional Data Space.
Proceedings of the Sixteenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 1997

Section Coding: Ein Verfahren zur Ähnlichkeitssuche in CAD-Datenbanken.
Proceedings of the Datenbanksysteme in Büro, 1997

1996
Visualization Techniques for Mining Large Databases: A Comparison.
IEEE Trans. Knowl. Data Eng., 1996

Pixel-oriented Database Visualizations.
SIGMOD Rec., 1996

The X-tree : An Index Structure for High-Dimensional Data
Proceedings of the VLDB'96, 1996

Databases and Visualization.
Proceedings of the 1996 ACM SIGMOD International Conference on Management of Data, 1996

1995
Possibilities and Limits in Visualizing Large Amounts of Multidimensional Data.
Proceedings of the Perceptual Issues in Visualization, 1995

Test Data Sets for Evaluating Data Visualization Techniques.
Proceedings of the Perceptual Issues in Visualization, 1995

Visual support for query specification and data mining.
PhD thesis, 1995

Recursive Pattern: A Technique for Visualizing Very Large Amounts of Data.
Proceedings of the 6th IEEE Visualization Conference, 1995

Possibilities and Limits in Visualizing Large Databases.
Proceedings of the Visual Database Systems 3, 1995

VisDB: A System for Visualizing Large Databases.
Proceedings of the 1995 ACM SIGMOD International Conference on Management of Data, 1995

Database Issues for Data Visualization: Supporting Interactive Database Explorartion.
Proceedings of the Database Issues for Data Visualization, 1995

Enhancing the Visual Clustering of Query-Dependent Database Visualization techniques Using Screen-Filling Curves.
Proceedings of the Database Issues for Data Visualization, 1995

Visualisierungstechniken zur Exploration und Analyse sehr großer Datenbanken.
Proceedings of the Datenbanksysteme in Büro, 1995

1994
VisDB: database exploration using multidimensional visualization.
IEEE Computer Graphics and Applications, 1994

Supporting Data Mining of Large Databases by Visual Feedback Queries.
Proceedings of the Tenth International Conference on Data Engineering, 1994

Query Translation Supporting the Migration of Legacy Databases into Cooperative Information Systems.
Proceedings of the Second International Conference on Cooperative Information Systems, 1994

1993
Visual Feedback in Querying Large Databases.
Proceedings of the 4th IEEE Visualization Conference, 1993

Integration of Relational Databases in a Multidatabase System based on Schema Enrichment.
Proceedings of the RIDE-IMS '93, 1993

Object-Oriented Querying of Existing Relations Databases.
Proceedings of the Database and Expert Systems Applications, 4th International Conference, 1993

Using Visualization to Support Data Mining of Large Existing Databases.
Proceedings of the database Issues for Data Visualization: IEEE Visualization '93 Workshop, 1993

Database Issues for Data Visualization: Interaction, User Interfaces, and Presentation.
Proceedings of the database Issues for Data Visualization: IEEE Visualization '93 Workshop, 1993

1992
Visual Query Specification in a Multimedia Database System.
Proceedings of the 3rd IEEE Visualization Conference, 1992

GRADI: A Graphical Database Interface for a Multimedia DBMS.
Proceedings of the Interfaces to Database Systems (IDS92), 1992

Datenbankmaschinen: Performanz durch Parallelität
Reihe Informatik 86, Bibliographisches Institut, ISBN: 3-411-15701-1, 1992

1991
A Friendly and Intelligent Approach to Data Retrieval in a Multimedia DBMS.
Proceedings of the Proceedings of the International Conference on Database and Expert Systems Applications, 1991


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