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Publication search results
found 31 matches
- 2020
- Rhys Agombar, Max Lübbering, Rafet Sifa:
A Clustering Backed Deep Learning Approach for Document Layout Analysis. CD-MAKE 2020: 423-430 - Amin Anjomshoaa, Edward Curry:
Inter-space Machine Learning in Smart Environments. CD-MAKE 2020: 535-549 - Parfait Bemarisika, André Totohasina:
An Efficient Method for Mining Informative Association Rules in Knowledge Extraction. CD-MAKE 2020: 227-247 - Andrea Campagner, Federico Cabitza:
Back to the Feature: A Neural-Symbolic Perspective on Explainable AI. CD-MAKE 2020: 39-55 - Douglas Cirqueira, Dietmar Nedbal, Markus Helfert, Marija Bezbradica:
Scenario-Based Requirements Elicitation for User-Centric Explainable AI - A Case in Fraud Detection. CD-MAKE 2020: 321-341 - William Coleman, Charlie Cullen, Ming Yan, Sarah Jane Delany:
Active Learning for Auditory Hierarchy. CD-MAKE 2020: 365-384 - Padraig Corcoran:
Function Space Pooling for Graph Convolutional Networks. CD-MAKE 2020: 473-483 - Lukas Felsberger, Andrea Apollonio, Thomas Cartier-Michaud, Andreas Müller, Benjamin Todd, Dieter Kranzlmüller:
Explainable Deep Learning for Fault Prognostics in Complex Systems: A Particle Accelerator Use-Case. CD-MAKE 2020: 139-158 - Lukas Fischer, Lisa Ehrlinger, Verena Geist, Rudolf Ramler, Florian Sobieczky, Werner Zellinger, Bernhard Moser:
Applying AI in Practice: Key Challenges and Lessons Learned. CD-MAKE 2020: 451-471 - Lars Patrick Hillebrand, David Biesner, Christian Bauckhage, Rafet Sifa:
Interpretable Topic Extraction and Word Embedding Learning Using Row-Stochastic DEDICOM. CD-MAKE 2020: 401-422 - Anna Karanika, Panagiotis Oikonomou, Kostas Kolomvatsos, Christos Anagnostopoulos:
An Ensemble Interpretable Machine Learning Scheme for Securing Data Quality at the Edge. CD-MAKE 2020: 517-534 - Xiaoxiao Li, João Saúde:
Explain Graph Neural Networks to Understand Weighted Graph Features in Node Classification. CD-MAKE 2020: 57-76 - Luca Longo, Randy Goebel, Freddy Lécué, Peter Kieseberg, Andreas Holzinger:
Explainable Artificial Intelligence: Concepts, Applications, Research Challenges and Visions. CD-MAKE 2020: 1-16 - Jiawen Lyn, Sen Yan:
Non-local Second-Order Attention Network for Single Image Super Resolution. CD-MAKE 2020: 267-279 - Vukosi Marivate, Tshephisho Sefara:
Improving Short Text Classification Through Global Augmentation Methods. CD-MAKE 2020: 385-399 - Franz Mayr, Ramiro Visca, Sergio Yovine:
On-the-fly Black-Box Probably Approximately Correct Checking of Recurrent Neural Networks. CD-MAKE 2020: 343-363 - Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso:
eXDiL: A Tool for Classifying and eXplaining Hospital Discharge Letters. CD-MAKE 2020: 159-172 - Luke Merrick, Ankur Taly:
The Explanation Game: Explaining Machine Learning Models Using Shapley Values. CD-MAKE 2020: 17-38 - Fabrizio Nunnari, Chirag Bhuvaneshwara, Abraham Obinwanne Ezema, Daniel Sonntag:
A Study on the Fusion of Pixels and Patient Metadata in CNN-Based Classification of Skin Lesion Images. CD-MAKE 2020: 191-208 - Marco Antonio Pinto-Orellana, Hugo Lewi Hammer:
Analysis of Optical Brain Signals Using Connectivity Graph Networks. CD-MAKE 2020: 485-497 - Erika Puiutta, Eric M. S. P. Veith:
Explainable Reinforcement Learning: A Survey. CD-MAKE 2020: 77-95 - Annabelle Redelmeier, Martin Jullum, Kjersti Aas:
Explaining Predictive Models with Mixed Features Using Shapley Values and Conditional Inference Trees. CD-MAKE 2020: 117-137 - Judita Rokosná, Frantisek Babic, Ljiljana Trtica-Majnaric, Ludmila Pusztová:
Cooperation Between Data Analysts and Medical Experts: A Case Study. CD-MAKE 2020: 173-190 - Sanjay Sekar Samuel, Nik Nailah Binti Abdullah, Anil Raj:
Interpretation of SVM Using Data Mining Technique to Extract Syllogistic Rules - Exploring the Notion of Explainable AI in Diagnosing CAD. CD-MAKE 2020: 249-266 - Anna Saranti, Behnam Taraghi, Martin Ebner, Andreas Holzinger:
Property-Based Testing for Parameter Learning of Probabilistic Graphical Models. CD-MAKE 2020: 499-515 - Philipp Schmidt, Felix Bießmann:
Calibrating Human-AI Collaboration: Impact of Risk, Ambiguity and Transparency on Algorithmic Bias. CD-MAKE 2020: 431-449 - David Schneeberger, Karl Stöger, Andreas Holzinger:
The European Legal Framework for Medical AI. CD-MAKE 2020: 209-226 - Grah Simon, Thouvenot Vincent:
A Projected Stochastic Gradient Algorithm for Estimating Shapley Value Applied in Attribute Importance. CD-MAKE 2020: 97-115 - Martin Teuffenbach, Ewa Piatkowska, Paul Smith:
Subverting Network Intrusion Detection: Crafting Adversarial Examples Accounting for Domain-Specific Constraints. CD-MAKE 2020: 301-320 - Andreas Theissler, Simon Vollert, Patrick Benz, Laurentius Antonius Meerhoff, Marc Fernandes:
ML-ModelExplorer: An Explorative Model-Agnostic Approach to Evaluate and Compare Multi-class Classifiers. CD-MAKE 2020: 281-300
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