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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
Language:English
Published: Cham Springer International Publishing 2019, 2019
Edition:1st ed. 2019
Series:Information Systems and Applications, incl. Internet/Web, and HCI
Subjects:
User Interfaces (computer Systems)
Artificial Intelligence
Database Management
Data Mining
Computer Arithmetic And Logic Units
Data Protection
Arithmetic And Logic Structures
Data Mining And Knowledge Discovery
Data And Information Security
User Interfaces And Human Computer Interaction
Human-computer Interaction
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

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