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 /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Holzinger, Andreas (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Kieseberg, Peter (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Tjoa, A Min (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Weippl, Edgar (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Έκδοση: 1st ed. 2019.
• Σειρά: Information Systems and Applications, incl. Internet/Web, and HCI ; 11713
• Θέματα: Artificial intelligence.; Database management.; Data mining.; User interfaces (Computer systems).; Arithmetic and logic units, Computer.; Computer security.; Artificial Intelligence.; Database Management.; Data Mining and Knowledge Discovery.; User Interfaces and Human Computer Interaction.; Arithmetic and Logic Structures.; Systems and Data Security.

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...

Πίνακας περιεχομένων:

• 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
• 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.