Daniela Oelke
Udo Schlegel
Daniela Oelke
Daniel A. Keim
Mennatallah El-Assady
Visual Explanations with Attributions and Counterfactuals on Time Series Classification.
2023
abs/2307.08494
CoRR
https://doi.org/10.48550/arXiv.2307.08494
db/journals/corr/corr2307.html#abs-2307-08494
Polo Chau
Alex Endert
Daniel A. Keim
Daniela Oelke
Interactive Visualization for Fostering Trust in ML (Dagstuhl Seminar 22351).
103-116
2022
12
Dagstuhl Reports
8
https://doi.org/10.4230/DagRep.12.8.103
db/journals/dagstuhl-reports/dagstuhl-reports12.html#ChauEKO22
Emma Beauxis-Aussalet
Michael Behrisch 0001
Rita Borgo
Duen Horng Chau
Christopher Collins 0001
David S. Ebert
Mennatallah El-Assady
Alex Endert
Daniel A. Keim
Jörn Kohlhammer
Daniela Oelke
Jaakko Peltonen
Maria Riveiro 0001
Tobias Schreck
Hendrik Strobelt
Jarke J. van Wijk
Theresa-Marie Rhyne
The Role of Interactive Visualization in Fostering Trust in AI.
7-12
2021
41
IEEE Computer Graphics and Applications
6
https://doi.org/10.1109/MCG.2021.3107875
db/journals/cga/cga41.html#Beauxis-Aussalet21
Matthias Kraus
Niklas Weiler
Daniela Oelke
Johannes Kehrer
Daniel A. Keim
Johannes Fuchs 0001
The Impact of Immersion on Cluster Identification Tasks.
525-535
2020
26
IEEE Trans. Vis. Comput. Graph.
1
https://doi.org/10.1109/TVCG.2019.2934395
https://www.wikidata.org/entity/Q90176927
db/journals/tvcg/tvcg26.html#KrausWOKKF20
Udo Schlegel
Eren Cakmak
Hiba Arnout
Mennatallah El-Assady
Daniela Oelke
Daniel A. Keim
Towards visual debugging for multi-target time series classification.
202-206
2020
IUI
https://doi.org/10.1145/3377325.3377528
conf/iui/2020
db/conf/iui/iui2020.html#SchlegelCAEOK20
Daniela Oelke
Ariane Sutor
Collaborations Between Industry and University.
279-283
2020
Foundations of Data Visualization
https://doi.org/10.1007/978-3-030-34444-3_14
books/sp/20/CHRS2020
db/books/collections/CHRS2020.html#OelkeS20
Udo Schlegel
Daniela Oelke
Daniel A. Keim
Mennatallah El-Assady
An Empirical Study of Explainable AI Techniques on Deep Learning Models For Time Series Tasks.
2020
abs/2012.04344
CoRR
https://arxiv.org/abs/2012.04344
db/journals/corr/corr2012.html#abs-2012-04344
Daniela Oelke
Daniel A. Keim
Polo Chau
Alex Endert
Interactive Visualization for Fostering Trust in AI (Dagstuhl Seminar 20382).
37-42
2020
10
Dagstuhl Reports
4
https://doi.org/10.4230/DagRep.10.4.37
db/journals/dagstuhl-reports/dagstuhl-reports10.html#OelkeKCE20
Hiba Arnout
Mennatallah El-Assady
Daniela Oelke
Daniel A. Keim
Towards A Rigorous Evaluation Of XAI Methods On Time Series.
4197-4201
2019
ICCV Workshops
https://doi.org/10.1109/ICCVW.2019.00516
conf/iccvw/2019
db/conf/iccvw/iccvw2019.html#ArnoutEOK19
Jindong Gu
Daniela Oelke
Understanding Bias in Machine Learning.
2019
abs/1909.01866
CoRR
http://arxiv.org/abs/1909.01866
db/journals/corr/corr1909.html#abs-1909-01866
Udo Schlegel
Hiba Arnout
Mennatallah El-Assady
Daniela Oelke
Daniel A. Keim
Towards a Rigorous Evaluation of XAI Methods on Time Series.
2019
abs/1909.07082
CoRR
http://arxiv.org/abs/1909.07082
db/journals/corr/corr1909.html#abs-1909-07082
Enrico Bertini
Peer-Timo Bremer
Daniela Oelke
Jayaraman J. Thiagarajan
Machine Learning Meets Visualization to Make Artificial Intelligence Interpretable (Dagstuhl Seminar 19452).
24-33
2019
9
Dagstuhl Reports
11
https://doi.org/10.4230/DagRep.9.11.24
db/journals/dagstuhl-reports/dagstuhl-reports9.html#BertiniBOT19
Hendrik Strobelt
Daniela Oelke
Bum Chul Kwon
Tobias Schreck
Hanspeter Pfister
Guidelines for Effective Usage of Text Highlighting Techniques.
489-498
2016
22
IEEE Trans. Vis. Comput. Graph.
1
https://doi.org/10.1109/TVCG.2015.2467759
http://doi.ieeecomputersociety.org/10.1109/TVCG.2015.2467759
https://www.wikidata.org/entity/Q40361131
db/journals/tvcg/tvcg22.html#StrobeltOKSP16
Hendrik Strobelt
Daniela Oelke
Bum Chul Kwon
Tobias Schreck
Hanspeter Pfister
Errata to "Guidelines for Effective Usage of Text Highlighting Techniques" [1].
1637
2016
22
IEEE Trans. Vis. Comput. Graph.
5
https://doi.org/10.1109/TVCG.2016.2532240
http://doi.ieeecomputersociety.org/10.1109/TVCG.2016.2532240
https://www.wikidata.org/entity/Q89123014
db/journals/tvcg/tvcg22.html#StrobeltOKSP16a
Alexander Jäger
Sebastian Mittelstädt
Daniela Oelke
Sonja Sander
Axel Platz
Gies Bouwman
Daniel A. Keim
Lessons on Combining Topology and Geography - Visual Analytics for Electrical Outage Management.
1-5
2016
EuroVA@EuroVis
https://doi.org/10.2312/eurova.20161116
conf/vissym/2016va
db/conf/vissym/va2016.html#JagerMOSPBK16
Daniela Oelke
Hendrik Strobelt
Christian Rohrdantz
Iryna Gurevych
Oliver Deussen
Comparative Exploration of Document Collections: a Visual Analytics Approach.
201-210
2014
33
Comput. Graph. Forum
3
https://doi.org/10.1111/cgf.12376
db/journals/cgf/cgf33.html#OelkeSRGD14
Daniela Oelke
Iryna Gurevych
A study on human-generated tag structures to inform tag cloud layout.
297-304
2014
AVI
https://doi.org/10.1145/2598153.2598155
conf/avi/2014
db/conf/avi/avi2014.html#OelkeG14
Jinseok Nam
Christian Kirschner
Zheng Ma
Nicolai Erbs
Susanne Neumann
Daniela Oelke
Steffen Remus
Chris Biemann
Judith Eckle-Kohler
Johannes Fürnkranz
Iryna Gurevych
Marc Rittberger
Karsten Weihe
Knowledge Discovery in Scientific Literature.
66-76
2014
KONVENS
conf/konvens/2014
db/conf/konvens/konvens2014.html#NamKMENORBEFGRW14
Daniela Oelke
Dimitrios Kokkinakis
Daniel A. Keim
Fingerprint Matrices: Uncovering the dynamics of social networks in prose literature.
371-380
2013
32
Comput. Graph. Forum
3
https://doi.org/10.1111/cgf.12124
db/journals/cgf/cgf32.html#OelkeKK13
Daniela Oelke
David Spretke
Andreas Stoffel
Daniel A. Keim
Visual Readability Analysis: How to Make Your Writings Easier to Read.
662-674
2012
18
IEEE Trans. Vis. Comput. Graph.
5
https://doi.org/10.1109/TVCG.2011.266
http://doi.ieeecomputersociety.org/10.1109/TVCG.2011.266
https://www.wikidata.org/entity/Q82186920
db/journals/tvcg/tvcg18.html#OelkeSSK12
Daniela Oelke
Dimitrios Kokkinakis
Mats Malm
Advanced Visual Analytics Methods for Literature Analysis.
35-44
2012
LaTeCH@EACL
https://aclanthology.org/W12-1007/
conf/latech/2012
db/conf/latech/latech2012.html#OelkeKM12
Daniela Oelke
Benno Geißelmann
Daniel A. Keim
Visual Analysis of Explicit Opinion and News Bias in German Soccer Articles.
2012
EuroVA@EuroVis
https://doi.org/10.2312/PE/EuroVAST/EuroVA12/049-053
conf/vissym/2012va
db/conf/vissym/va2012.html#OelkeGK12
Daniela Oelke
Halldor Janetzko
Svenja Simon
Klaus Neuhaus
Daniel A. Keim
Visual Boosting in Pixel-based Visualizations.
871-880
2011
30
Comput. Graph. Forum
3
https://doi.org/10.1111/j.1467-8659.2011.01936.x
https://www.wikidata.org/entity/Q60057496
db/journals/cgf/cgf30.html#OelkeJSNK11
Gerhard Heyer
Daniel A. Keim
Sven Teresniak
Daniela Oelke
Interaktive explorative Suche in großen Dokumentbeständen.
195-206
2011
11
Datenbank-Spektrum
3
https://doi.org/10.1007/s13222-011-0072-4
db/journals/dbsk/dbsk11.html#HeyerKTO11
Franz Wanner
Johannes Fuchs 0001
Daniela Oelke
Daniel A. Keim
Are my Children Old Enough to Read these Books? Age Suitability Analysis.
93-100
2011
43
Polibits
https://doi.org/10.17562/pb-43-13
db/journals/polibits/polibits43.html#WannerFOK11
Svenja Simon
Daniela Oelke
Richard Landstorfer
Klaus Neuhaus
Daniel A. Keim
Visual analysis of next-generation sequencing data to detect overlapping genes in bacterial genomes.
47-54
2011
BioVis
https://doi.org/10.1109/BioVis.2011.6094047
https://doi.ieeecomputersociety.org/10.1109/BioVis.2011.6094047
https://www.wikidata.org/entity/Q60057494
conf/biovis/2011
db/conf/biovis/biovis2011.html#SimonOLNK11
Daniela Oelke
Visual document analysis: towards a semantic analysis of large document collections.
2010
University of Konstanz
http://kops.ub.uni-konstanz.de/volltexte/2010/12337/
https://nbn-resolving.org/urn:nbn:de:bsz:352-opus-123373
https://d-nb.info/1007192011
Daniel A. Keim
Peter Bak
Enrico Bertini
Daniela Oelke
David Spretke
Hartmut Ziegler
Advanced visual analytics interfaces.
3-10
2010
AVI
https://doi.org/10.1145/1842993.1842995
conf/avi/2010
db/conf/avi/avi2010.html#KeimBBOSZ10
Klaus Neuhaus
Daniela Oelke
David Fürst
Siegfried Scherer
Daniel A. Keim
Towards Automatic Detecting of Overlapping Genes - Clustered BLAST Analysis of Viral Genomes.
228-239
2010
EvoBIO
https://doi.org/10.1007/978-3-642-12211-8_20
conf/evoW/2010bio
db/conf/evoW/evobio2010.html#NeuhausOFSK10
Daniela Oelke
David Spretke
Andreas Stoffel
Daniel A. Keim
Visual readability analysis: How to make your writings easier to read.
123-130
2010
IEEE VAST
https://doi.org/10.1109/VAST.2010.5652926
conf/ieeevast/2010
db/conf/ieeevast/ieeevast2010.html#OelkeSSK10
Milos Krstajic
Peter Bak
Daniela Oelke
Daniel A. Keim
Martin Atkinson
William Ribarsky
Applied Visual Exploration on Real-time News Feeds using Polarity and Geo-spatial Analysis.
263-268
2010
WEBIST (1)
conf/webist/2010-1
db/conf/webist/webist2010-1.html#KrstajicBOKAR10
Daniel A. Keim
Milos Krstajic
Peter Bak
Daniela Oelke
Florian Mansmann
Methods for Interactive Exploration of Large-Scale News Streams.
139-154
2010
Web Intelligence and Security - Advances in Data and Text Mining Techniques for Detecting and Preventing Terrorist Activities on the Web
https://doi.org/10.3233/978-1-60750-611-9-139
series/natosec/27
db/series/natosec/natosec27.html#KeimKBOM10
Hendrik Strobelt
Daniela Oelke
Christian Rohrdantz
Andreas Stoffel
Daniel A. Keim
Oliver Deussen
Document Cards: A Top Trumps Visualization for Documents.
1145-1152
2009
15
IEEE Trans. Vis. Comput. Graph.
6
https://doi.org/10.1109/TVCG.2009.139
http://doi.ieeecomputersociety.org/10.1109/TVCG.2009.139
https://www.wikidata.org/entity/Q38378316
db/journals/tvcg/tvcg15.html#StrobeltORSKD09
Daniela Oelke
Ming C. Hao
Christian Rohrdantz
Daniel A. Keim
Umeshwar Dayal
Lars-Erik Haug
Halldór Janetzko
Visual opinion analysis of customer feedback data.
187-194
2009
IEEE VAST
https://doi.org/10.1109/VAST.2009.5333919
conf/ieeevast/2009
db/conf/ieeevast/ieeevast2009.html#OelkeHRKDHJ09
Daniel A. Keim
Daniela Oelke
Christian Rohrdantz
Analyzing Document Collections via Context-Aware Term Extraction.
154-168
2009
NLDB
https://doi.org/10.1007/978-3-642-12550-8_13
conf/nldb/2009
db/conf/nldb/nldb2009.html#KeimOR09
Ming C. Hao
Daniel A. Keim
Umeshwar Dayal
Daniela Oelke
Chantal Tremblay
Density Displays for Data Stream Monitoring.
895-902
2008
27
Comput. Graph. Forum
3
https://doi.org/10.1111/j.1467-8659.2008.01222.x
db/journals/cgf/cgf27.html#HaoKDOT08
Daniel A. Keim
Florian Mansmann
Daniela Oelke
Hartmut Ziegler
Visual Analytics: Combining Automated Discovery with Interactive Visualizations.
2
2008
ALT
https://doi.org/10.1007/978-3-540-87987-9_2
conf/alt/2008
db/conf/alt/alt2008.html#KeimMOZ08
Daniel A. Keim
Florian Mansmann
Daniela Oelke
Hartmut Ziegler
Visual Analytics: Combining Automated Discovery with Interactive Visualizations.
2-14
2008
Discovery Science
https://doi.org/10.1007/978-3-540-88411-8_2
conf/dis/2008
db/conf/dis/dis2008.html#KeimMOZ08
Daniela Oelke
Peter Bak
Daniel A. Keim
Mark Last
Guy Danon
Visual evaluation of text features for document summarization and analysis.
75-82
2008
IEEE VAST
https://doi.org/10.1109/VAST.2008.4677359
conf/ieeevast/2008
db/conf/ieeevast/ieeevast2008.html#OelkeBKLD08
Daniel A. Keim
Daniela Oelke
Literature Fingerprinting: A New Method for Visual Literary Analysis.
115-122
2007
IEEE VAST
https://doi.org/10.1109/VAST.2007.4389004
https://doi.ieeecomputersociety.org/10.1109/VAST.2007.4389004
conf/ieeevast/2007
db/conf/ieeevast/ieeevast2007.html#KeimO07
Daniel A. Keim
Daniela Oelke
Royal Truman
Klaus Neuhaus
Finding Correlations in Functionally Equivalent Proteins by Integrating Automated and Visual Data Exploration.
183-192
2006
conf/bibe/2006
BIBE
db/conf/bibe/bibe2006.html#KeimOTN06
https://doi.org/10.1109/BIBE.2006.253333
https://doi.ieeecomputersociety.org/10.1109/BIBE.2006.253333
https://www.wikidata.org/entity/Q60057499
Daniel A. Keim
Daniela Oelke
Royal Truman
Klaus Neuhaus
Finding Correlations in Functionally Equivalent Proteins by Integrating Automated and Visual Data Exploration.
322-329
2006
conf/lwa/2006
LWA
http://web1.bib.uni-hildesheim.de/edocs/2007/522113044/meta/
db/conf/lwa/lwa2006.html#KeimOTN06
Hiba Arnout
Martin Atkinson
Peter Bak
Emma Beauxis-Aussalet
Michael Behrisch 0001
Enrico Bertini
Chris Biemann
Rita Borgo
Gies Bouwman
Peer-Timo Bremer
Eren Cakmak
Polo ChauDuen Horng Chau
Christopher Collins 0001
Guy Danon
Umeshwar Dayal
Oliver Deussen
David S. Ebert
Judith Eckle-Kohler
Mennatallah El-Assady
Alex Endert
Nicolai Erbs
Johannes Fuchs 0001
Johannes Fürnkranz
David Fürst
Benno Geißelmann
Jindong Gu
Iryna Gurevych
Ming C. Hao
Lars-Erik Haug
Gerhard Heyer
Alexander Jäger
Halldór JanetzkoHalldor Janetzko
Johannes Kehrer
Daniel A. Keim
Christian Kirschner
Jörn Kohlhammer
Dimitrios Kokkinakis
Matthias Kraus
Milos Krstajic
Bum Chul Kwon
Richard Landstorfer
Mark Last
Zheng Ma
Mats Malm
Florian Mansmann
Sebastian Mittelstädt
Jinseok Nam
Klaus Neuhaus
Susanne Neumann
Jaakko Peltonen
Hanspeter Pfister
Axel Platz
Steffen Remus
Theresa-Marie Rhyne
William Ribarsky
Marc Rittberger
Maria Riveiro 0001
Christian Rohrdantz
Sonja Sander
Siegfried Scherer
Udo Schlegel
Tobias Schreck
Svenja Simon
David Spretke
Andreas Stoffel
Hendrik Strobelt
Ariane Sutor
Sven Teresniak
Jayaraman J. Thiagarajan
Chantal Tremblay
Royal Truman
Franz Wanner
Karsten Weihe
Niklas Weiler
Jarke J. van Wijk
Hartmut Ziegler