Skip to Main content Skip to Navigation
   


Full Text Documents

Chargement de la page

Search

Chargement de la page

 
Table of Contents
Machine Learning and Knowledge Extraction
Andreas Holzinger, Peter Kieseberg, a Min Tjoa, Edgar Weippl
Front Matter
KANDINSKY Patterns as IQ-Test for Machine Learning
Andreas Holzinger, Michael Kickmeier-Rust, Heimo Müller
1-14
Machine Learning Explainability Through Comprehensible Decision Trees
Alberto Blanco-Justicia, Josep Domingo-Ferrer
15-26
New Frontiers in Explainable AI: Understanding the GI to Interpret the GO
Federico Cabitza, Andrea Campagner, Davide Ciucci
27-47
Automated Machine Learning for Studying the Trade-Off Between Predictive Accuracy and Interpretability
Alex Freitas
48-66
Estimating the Driver Status Using Long Short Term Memory
Shokoufeh Monjezi Kouchak, Ashraf Gaffar
67-77
Using Relational Concept Networks for Explainable Decision Support
Paolo Heer, Jeroen Voogd, Kim Veltman, Patrick Hanckmann, Jeroen Lith
78-93
Physiological Indicators for User Trust in Machine Learning with Influence Enhanced Fact-Checking
Jianlong Zhou, Huaiwen Hu, Zhidong Li, Kun Yu, Fang Chen
94-113
Detection of Diabetic Retinopathy and Maculopathy in Eye Fundus Images Using Deep Learning and Image Augmentation
Sarni Rahim, Vasile Palade, Ibrahim Almakky, Andreas Holzinger
114-127
Semi-automated Quality Assurance for Domain-Expert-Driven Data Exploration – An Application to Principal Component Analysis
Sandra Wartner, Manuela Wiesinger-Widi, Dominic Girardi, Dieter Furthner, Klaus Schmitt
128-146
Ranked MSD: A New Feature Ranking and Feature Selection Approach for Biomarker Identification
Ghanshyam Verma, Alokkumar Jha, Dietrich Rebholz-Schuhmann, Michael Madden
147-167
How to Improve the Adaptation Phase of the CBR in the Medical Domain
Ľudmila Pusztová, František Babič, Ján Paralič, Zuzana Paraličová
168-177
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
178-194
Knowledge Extraction for Cryptographic Algorithm Validation Test Vectors by Means of Combinatorial Coverage Measurement
Dimitris Simos, Bernhard Garn, Ludwig Kampel, D. Kuhn, Raghu Kacker
195-208
An Evaluation on Robustness and Utility of Fingerprinting Schemes
Tanja Šarčević, Rudolf Mayer
209-228
Differentially Private Obfuscation of Facial Images
William Croft, Jörg-Rüdiger Sack, Wei Shi
229-249
Insights into Learning Competence Through Probabilistic Graphical Models
Anna Saranti, Behnam Taraghi, Martin Ebner, Andreas Holzinger
250-271
Sparse Nerves in Practice
Nello Blaser, Morten Brun
272-284
Backdoor Attacks in Neural Networks – A Systematic Evaluation on Multiple Traffic Sign Datasets
Huma Rehman, Andreas Ekelhart, Rudolf Mayer
285-300
Deep Learning for Proteomics Data for Feature Selection and Classification
Sahar Iravani, Tim Conrad
301-316
Package and Classify Wireless Product Features to Their Sales Items and Categories Automatically
Haitao Tang, Pauliina Eratuuli
317-332
Temporal Diagnosis of Discrete-Event Systems with Dual Knowledge Compilation
Nicola Bertoglio, Gianfranco Lamperti, Marina Zanella
333-352
A Case for Guided Machine Learning
Florian Westphal, Niklas Lavesson, Håkan Grahn
353-361
Using Ontologies to Express Prior Knowledge for Genetic Programming
Stefan Prieschl, Dominic Girardi, Gabriel Kronberger
362-376
Real Time Hand Movement Trajectory Tracking for Enhancing Dementia Screening in Ageing Deaf Signers of British Sign Language
Xing Liang, Epaminondas Kapetanios, Bencie Woll, Anastassia Angelopoulou
377-394
Commonsense Reasoning Using Theorem Proving and Machine Learning
Sophie Siebert, Claudia Schon, Frieder Stolzenburg
395-413