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Structure: Internal structure identifier : 328324
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Property-Based Testing for Parameter Learning of Probabilistic Graphical Models

Anna Saranti , Behnam Taraghi , Martin Ebner , Andreas Holzinger
4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.499-515, ⟨10.1007/978-3-030-57321-8_28⟩
Conference papers hal-03414744v1

Availability, Reliability, and Security in Information Systems

Francesco Buccafurri , Andreas Holzinger , Peter Kieseberg , a Min Tjoa , Edgar Weippl
Springer International Publishing, LNCS-9817, 2016, Lecture Notes in Computer Science, 978-3-319-45506-8. ⟨10.1007/978-3-319-45507-5⟩
Books hal-01635010v1
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Human-Computer Interaction and Knowledge Discovery (HCI-KDD): What Is the Benefit of Bringing Those Two Fields to Work Together?

Andreas Holzinger
1st Cross-Domain Conference and Workshop on Availability, Reliability, and Security in Information Systems (CD-ARES), Sep 2013, Regensburg, Germany. pp.319-328
Conference papers hal-01506781v1
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Explainable Artificial Intelligence: Concepts, Applications, Research Challenges and Visions

Luca Longo , Randy Goebel , Freddy Lecue , Peter Kieseberg , Andreas Holzinger
4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.1-16, ⟨10.1007/978-3-030-57321-8_1⟩
Conference papers hal-03414756v1
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Older Users’ Wish List for Technology Attributes

Simon Himmel , Martina Ziefle , Chantal Lidynia , Andreas Holzinger
1st Cross-Domain Conference and Workshop on Availability, Reliability, and Security in Information Systems (CD-ARES), Sep 2013, Regensburg, Germany. pp.16-27
Conference papers hal-01506769v1
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The More the Merrier - Federated Learning from Local Sphere Recommendations

Bernd Malle , Nicola Giuliani , Peter Kieseberg , Andreas Holzinger
1st International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2017, Reggio, Italy. pp.367-373, ⟨10.1007/978-3-319-66808-6_24⟩
Conference papers hal-01677145v1
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On Visual Analytics and Evaluation in Cell Physiology: A Case Study

Fleur Jeanquartier , Andreas Holzinger
1st Cross-Domain Conference and Workshop on Availability, Reliability, and Security in Information Systems (CD-ARES), Sep 2013, Regensburg, Germany. pp.495-502
Conference papers hal-01506773v1
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Detection of Diabetic Retinopathy and Maculopathy in Eye Fundus Images Using Deep Learning and Image Augmentation

Sarni Suhaila Rahim , Vasile Palade , Ibrahim Almakky , Andreas Holzinger
3rd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2019, Canterbury, United Kingdom. pp.114-127, ⟨10.1007/978-3-030-29726-8_8⟩
Conference papers hal-02520049v1
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On Interactive Data Visualization of Physiological Low-Cost-Sensor Data with Focus on Mental Stress

Andreas Holzinger , Manuel Bruschi , Wolfgang Eder
1st Cross-Domain Conference and Workshop on Availability, Reliability, and Security in Information Systems (CD-ARES), Sep 2013, Regensburg, Germany. pp.469-480
Conference papers hal-01506791v1
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On Complexity Reduction of User Interfaces for Safety-Critical Systems

Andreas Holzinger , Evgenia Popova , Bernhard Peischl , Martina Ziefle
International Cross-Domain Conference and Workshop on Availability, Reliability, and Security (CD-ARES), Aug 2012, Prague, Czech Republic. pp.108-122, ⟨10.1007/978-3-642-32498-7_9⟩
Conference papers hal-01542450v1

Machine Learning and Knowledge Extraction

Andreas Holzinger , Peter Kieseberg , a Min Tjoa , Edgar Weippl
Springer International Publishing, LNCS-11713, 2019, Lecture Notes in Computer Science, 978-3-030-29725-1. ⟨10.1007/978-3-030-29726-8⟩
Books hal-02520036v1
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Insights into Learning Competence Through Probabilistic Graphical Models

Anna Saranti , Behnam Taraghi , Martin Ebner , Andreas Holzinger
3rd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2019, Canterbury, United Kingdom. pp.250-271, ⟨10.1007/978-3-030-29726-8_16⟩
Conference papers hal-02520054v1
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Mobile Computing is not Always Advantageous: Lessons Learned from a Real-World Case Study in a Hospital

Andreas Holzinger , Bettina Sommerauer , Peter Spitzer , Simon Juric , Borut Zalik , et al.
International Cross-Domain Conference and Workshop on Availability, Reliability, and Security (CD-ARES), Sep 2014, Fribourg, Switzerland. pp.110-123, ⟨10.1007/978-3-319-10975-6_8⟩
Conference papers hal-01403989v1
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Feedback Matters! Predicting the Appreciation of Online Articles A Data-Driven Approach

Catherine Sotirakou , Panagiotis Germanakos , Andreas Holzinger , Constantinos Mourlas
2nd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2018, Hamburg, Germany. pp.147-159, ⟨10.1007/978-3-319-99740-7_10⟩
Conference papers hal-02060049v1
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The European Legal Framework for Medical AI

David Schneeberger , Karl Stöger , Andreas Holzinger
4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.209-226, ⟨10.1007/978-3-030-57321-8_12⟩
Conference papers hal-03414719v1
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Navigational User Interface Elements on the Left Side: Intuition of Designers or Experimental Evidence?

Andreas Holzinger , Reinhold Scherer , Martina Ziefle
13th International Conference on Human-Computer Interaction (INTERACT), Sep 2011, Lisbon, Portugal. pp.162-177, ⟨10.1007/978-3-642-23771-3_13⟩
Conference papers hal-01590864v1
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Towards interactive Machine Learning (iML): Applying Ant Colony Algorithms to Solve the Traveling Salesman Problem with the Human-in-the-Loop Approach

Andreas Holzinger , Markus Plass , Katharina Holzinger , Gloria Cerasela Crişan , Camelia-M. Pintea , et al.
International Conference on Availability, Reliability, and Security (CD-ARES), Aug 2016, Salzburg, Austria. pp.81-95, ⟨10.1007/978-3-319-45507-5_6⟩
Conference papers hal-01635020v1
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DO NOT DISTURB? Classifier Behavior on Perturbed Datasets

Bernd Malle , Peter Kieseberg , Andreas Holzinger
1st International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2017, Reggio, Italy. pp.155-173, ⟨10.1007/978-3-319-66808-6_11⟩
Conference papers hal-01677128v1

Machine Learning and Knowledge Extraction

Andreas Holzinger , Peter Kieseberg , a Min Tjoa , Edgar Weippl
Springer International Publishing, LNCS-10410, 2017, Lecture Notes in Computer Science, 978-3-319-66807-9. ⟨10.1007/978-3-319-66808-6⟩
Books hal-01677131v1
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Current Advances, Trends and Challenges of Machine Learning and Knowledge Extraction: From Machine Learning to Explainable AI

Andreas Holzinger , Peter Kieseberg , Edgar Weippl , A Min Tjoa
2nd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2018, Hamburg, Germany. pp.1-8, ⟨10.1007/978-3-319-99740-7_1⟩
Conference papers hal-02060058v1

Machine Learning and Knowledge Extraction

Andreas Holzinger , Peter Kieseberg , a Min Tjoa , Edgar Weippl
Springer International Publishing, LNCS-12279, 2020, Lecture Notes in Computer Science, 978-3-030-57320-1. ⟨10.1007/978-3-030-57321-8⟩
Books hal-03414737v1
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Ambient Assisted Living Technologies from the Perspectives of Older People and Professionals

Deepika Singh , Johannes Kropf , Sten Hanke , Andreas Holzinger
1st International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2017, Reggio, Italy. pp.255-266, ⟨10.1007/978-3-319-66808-6_17⟩
Conference papers hal-01677130v1
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Towards Interactive Visualization of Longitudinal Data to Support Knowledge Discovery on Multi-touch Tablet Computers

Andreas Holzinger , Michael Schwarz , Bernhard Ofner , Fleur Jeanquartier , Andre Calero-Valdez , et al.
International Cross-Domain Conference and Workshop on Availability, Reliability, and Security (CD-ARES), Sep 2014, Fribourg, Switzerland. pp.124-137, ⟨10.1007/978-3-319-10975-6_9⟩
Conference papers hal-01403990v1
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The Right to Be Forgotten: Towards Machine Learning on Perturbed Knowledge Bases

Bernd Malle , Peter Kieseberg , Edgar Weippl , Andreas Holzinger
International Conference on Availability, Reliability, and Security (CD-ARES), Aug 2016, Salzburg, Austria. pp.251-266, ⟨10.1007/978-3-319-45507-5_17⟩
Conference papers hal-01635002v1
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KANDINSKY Patterns as IQ-Test for Machine Learning

Andreas Holzinger , Michael Kickmeier-Rust , Heimo Müller
3rd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2019, Canterbury, United Kingdom. pp.1-14, ⟨10.1007/978-3-030-29726-8_1⟩
Conference papers hal-02520058v1
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Machine Learning for Family Doctors: A Case of Cluster Analysis for Studying Aging Associated Comorbidities and Frailty

František Babič , Ljiljana Trtica Majnarić , Sanja Bekić , Andreas Holzinger
3rd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2019, Canterbury, United Kingdom. pp.178-194, ⟨10.1007/978-3-030-29726-8_12⟩
Conference papers hal-02520059v1
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Human activity recognition using recurrent neural networks

Deepika Singh , Erinc Merdivan , Ismini Psychoula , Johannes Kropf , Sten Hanke , et al.
1st International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2017, Reggio, Italy. pp.267-274, ⟨10.1007/978-3-319-66808-6_18⟩
Conference papers hal-01629704v1
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Implementation Aspects of Anonymous Credential Systems for Mobile Trusted Platforms

Kurt Dietrich , Johannes Winter , Granit Luzhnica , Siegfried Podesser
12th Communications and Multimedia Security (CMS), Oct 2011, Ghent, Belgium. pp.45-58, ⟨10.1007/978-3-642-24712-5_4⟩
Conference papers hal-01596194v1
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On the Prediction of Clusters for Adverse Reactions and Allergies on Antibiotics for Children to Improve Biomedical Decision Making

Pinar Yildirim , Ljiljana Majnarić , Ozgur Ilyas Ekmekci , Andreas Holzinger
1st Cross-Domain Conference and Workshop on Availability, Reliability, and Security in Information Systems (CD-ARES), Sep 2013, Regensburg, Germany. pp.431-445
Conference papers hal-01506778v1
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On the Challenges and Opportunities in Visualization for Machine Learning and Knowledge Extraction: A Research Agenda

Cagatay Turkay , Robert Laramee , Andreas Holzinger
1st International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2017, Reggio, Italy. pp.191-198, ⟨10.1007/978-3-319-66808-6_13⟩
Conference papers hal-01677148v1