Machine Learning and Knowledge Extraction Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2019, Canterbury, UK, August 26–29, 2019, Proceedings

This book constitutes the refereed proceedings of the IFIP TC 5, TC 12, WG 8.4, 8.9, 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction, CD-MAKE 2019, held in Canterbury, UK, in August 2019. The 25 revised full papers presented were carefully reviewed and select...

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Bibliographic Details
Other Authors: Holzinger, Andreas (Editor), Kieseberg, Peter (Editor), Tjoa, A Min (Editor), Weippl, Edgar (Editor)
Format: eBook
Published: Cham Springer International Publishing 2019, 2019
Edition:1st ed. 2019
Series:Information Systems and Applications, incl. Internet/Web, and HCI
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Real Time Hand Movement Trajectory Tracking for Enhancing Dementia Screening in Ageing Deaf Signers of British Sign Language
  • Commonsense Reasoning using Theorem Proving and Machine Learning
  • Deep structured semantic model for recommendations with heterogeneous side information in e-commerce
  • KANDINSKY Patterns as IQ-Test for machine learning
  • Machine Learning Explainability Through Comprehensible Decision Trees
  • New Frontiers in Explainable AI: Understanding the GI to Interpret the GO
  • Automated Machine Learning for Studying the Trade-off Between Predictive Accuracy and Interpretability
  • Estimating the Driver Status Using Long Short Term Memory
  • Using Relational Concept Networks for Explainable Decision Support
  • Physiological Indicators for User Trust in Machine Learning with Influence Enhanced Fact-Checking
  • Detection of Diabetic Retinopathy and Maculopathy in Eye Fundus Images Using Deep Learning and Image Augmentation
  • Semi-automated Quality Assurance for Domain-expert-driven Data Exploration - An Application to Principal Component Analysis
  • Ranked MSD: A New Feature Ranking and Feature Selection Approach for Biomarker Identification
  • How to improve the adaptation phase of the CBR in the medical domain
  • Machine Learning for Family Doctors: A Case of Cluster Analysis for studying Aging Associated Comorbidities and Frailty
  • Knowledge Extraction for Cryptographic Algorithm Validation Test Vectors by Means of Combinatorial Coverage Measurement
  • An Evaluation on Robustness and Utility of Fingerprinting Schemes
  • Differentially Private Obfuscation of Facial Images
  • Insights into Learning Competence through Probabilistic Graphical Models
  • Sparse Nerves in Practice
  • Backdoor Attacks in Neural Networks - a Systematic Evaluation on Multiple Traffic Sign Datasets
  • Deep Learning for Proteomics Data for Feature Selection and Classification
  • Package and Classify Wireless Product Features to Their Sales Items and Categories Automatically
  • Temporal diagnosis of discrete-event systems with dual knowledge Compilation
  • A Case for Guided Machine Learning
  • Using Ontologies to Express Prior Knowledge for Genetic Programming