Machine Learning and Knowledge Extraction

4th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2020, Dublin, Ireland, August 25–28, 2020, Proceedings

AvAndreas Holzinger,Peter Kieseberg

Häftad, Engelska, 2020

Del 12279 i serien Lecture Notes in Computer Science

1 100 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.

Beskrivning

This book constitutes the refereed proceedings of the 4th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2020, held in Dublin, Ireland, in August 2020. The 30 revised full papers presented were carefully reviewed and selected from 140 submissions.

Produktinformation

Utgivningsdatum:2020-08-21
Mått:155 x 235 x 31 mm
Vikt:844 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:552
Förlag:Springer Nature Switzerland AG
ISBN:9783030573201

Utforska kategorier

Innehållsförteckning

Explainable Artificial Intelligence: concepts, applications, research challenges and visions.- The Explanation Game: Explaining Machine Learning Models Using Shapley Values.- Back to the Feature: a Neural-Symbolic Perspective on Explainable AI.- Explain Graph Neural Networks to Understand Weighted Graph Features in Node Classification.- Explainable Reinforcement Learning: A Survey.- A Projected Stochastic Gradient algorithm for estimating Shapley Value applied in attribute importance.- Explaining predictive models with mixed features using Shapley values and conditional inference trees.- Explainable Deep Learning for Fault Prognostics in Complex Systems: A Particle Accelerator Use-Case.- eXDiL: A Tool for Classifying and eXplaining Hospital Discharge Letters.- Data Understanding and Interpretation by the Cooperation of Data Analyst and Medical Expert.- A study on the fusion of pixels and patient metadata in CNN-based classification of skin lesion images.- The European legal framework for medical AI.- An Efficient Method for Mining Informative Association Rules in Knowledge Extraction.- Interpretation of SVM using Data Mining Technique to Extract Syllogistic Rules.- Non-Local Second-Order Attention Network For Single Image Super Resolution.- ML-ModelExplorer: An explorative model-agnostic approach to evaluate and compare multi-class classifiers.- Subverting Network Intrusion Detection: Crafting Adversarial Examples Accounting for Domain-Specific Constraints.- Scenario-based Requirements Elicitation for User-Centric Explainable AI A Case in Fraud Detection.- On-the-fly Black-Box Probably Approximately Correct Checking of Recurrent Neural Networks.- Active Learning for Auditory Hierarchy.- Improving short text classification through global augmentation methods.- Interpretable Topic Extraction and Word Embedding Learning using row-stochastic DEDICOM.- A Clustering Backed Deep Learning Approach for Document Layout Analysis.- Calibrating Human-AI Collaboration: Impactof Risk, Ambiguity and Transparency on Algorithmic Bias.- Applying AI in Practice: Key Challenges and Lessons Learned.- Function Space Pooling For Graph Convolutional Networks.- Analysis of optical brain signals using connectivity graph networks.- Property-Based Testing for Parameter Learning of Probabilistic Graphical Models.- An Ensemble Interpretable Machine Learning Scheme for Securing Data Quality at the Edge.- Inter-Space Machine Learning in Smart Environments.

Du kanske också är intresserad av

Del 14065

Machine Learning and Knowledge Extraction

Andreas Holzinger, Peter Kieseberg, Federico Cabitza, Andrea Campagner, A Min Tjoa, Edgar Weippl

Häftad

609 kr

Del 11713

Machine Learning and Knowledge Extraction

Andreas Holzinger, Peter Kieseberg, A Min Tjoa, Edgar Weippl

Häftad

554 kr

Del 11015

Machine Learning and Knowledge Extraction

Andreas Holzinger, Peter Kieseberg, A Min Tjoa, Edgar Weippl

Häftad

554 kr

Del 10410

Machine Learning and Knowledge Extraction

Andreas Holzinger, Peter Kieseberg, A Min Tjoa, Edgar Weippl

Häftad

554 kr

Del 9817

Availability, Reliability, and Security in Information Systems

Francesco Buccafurri, Andreas Holzinger, Peter Kieseberg, A Min Tjoa, Edgar Weippl

Häftad

554 kr

Del 12844

Machine Learning and Knowledge Extraction

Andreas Holzinger, Peter Kieseberg, A Min Tjoa, Edgar Weippl

Häftad

1 038 kr

Del 13480

Machine Learning and Knowledge Extraction

Andreas Holzinger, Peter Kieseberg, A Min Tjoa, Edgar Weippl

Häftad

992 kr

Del 12378

Semantic Systems. In the Era of Knowledge Graphs

Eva Blomqvist, Paul Groth, Victor de Boer, Tassilo Pellegrini, Mehwish Alam, Tobias Käfer, Peter Kieseberg, Sabrina Kirrane, Albert Meroño-Peñuela, Harshvardhan J. Pandit

Häftad

445 kr

Cyber Resilience Fundamentals

Simon Tjoa, Melisa Gafić, Peter Kieseberg

Häftad

644 kr

Del 520

Cyber Resilience Fundamentals

Simon Tjoa, Melisa Gafić, Peter Kieseberg

Inbunden

882 kr

Företag, bibliotek eller offentlig verksamhet?

Machine Learning and Knowledge Extraction

4th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2020, Dublin, Ireland, August 25–28, 2020, Proceedings

Beskrivning

Produktinformation

Utforska kategorier

Innehållsförteckning

Du kanske också är intresserad av

Machine Learning and Knowledge Extraction

Machine Learning and Knowledge Extraction

Machine Learning and Knowledge Extraction

Machine Learning and Knowledge Extraction

Availability, Reliability, and Security in Information Systems

Machine Learning and Knowledge Extraction

Machine Learning and Knowledge Extraction

Semantic Systems. In the Era of Knowledge Graphs

Cyber Resilience Fundamentals

Cyber Resilience Fundamentals

Mina sidor

Mina sidor

Hjälp

Hjälp

Om Bokus

Om Bokus

Populärt

Populärt

Inspiration

Inspiration