Interpretable Artificial Intelligence: A Perspective of Granular Computing

Häftad, Engelska, 2022

AvWitold Pedrycz,Shyi-Ming Chen

2 209 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt för medlemmar vid köp för minst 249 kr.

This book offers a comprehensive treatise on the recent pursuits of Artificial Intelligence (AI) – Explainable Artificial Intelligence (XAI) by casting the crucial features of interpretability and explainability in the original framework of Granular Computing.

Produktinformation

Utgivningsdatum2022-03-29
Mått155 x 235 x 24 mm
Vikt663 g
FormatHäftad
SpråkEngelska
SerieStudies in Computational Intelligence
Antal sidor429
FörlagSpringer Nature Switzerland AG
ISBN9783030649517

Tillhör följande kategorier

Artificiell intelligens inom Data och it

Visualizing the Behavior of Convolutional Neural Networks for Time Series Forecasting.- Beyond Deep Event Prediction: Deep Event Understanding based on Explainable Artificial Intelligence.- Interpretation of SVM to build an Explainable AI via Granular Computing.- Factual and Counterfactual Explanation of Fuzzy Information Granules.- Survey of Explainable Machine Learning with Visual and Granular Methods beyond Quasi-explanations.- MiBeX: Malware-inserted Benign Datasets for Explainable Machine Learning.- A Generative Model Based Approach for Zero-shot Breast Cancer Segmentation Explaining Pixels’ Contribution to the Model’s Prediction.

Du kanske också är intresserad av

Deep Learning: Concepts and Architectures

Deep Learning: Concepts and Architectures

Witold Pedrycz, Shyi-Ming Chen

2 209 kr

Social Networks: A Framework of Computational Intelligence

Social Networks: A Framework of Computational Intelligence

Witold Pedrycz, Shyi-Ming Chen

2 069 kr

Computational Intelligence for Pattern Recognition

Computational Intelligence for Pattern Recognition

Witold Pedrycz, Shyi-Ming Chen

2 069 kr

Interpretable Artificial Intelligence: A Perspective of Granular Computing

Interpretable Artificial Intelligence: A Perspective of Granular Computing

Witold Pedrycz, Shyi-Ming Chen

2 209 kr

Social Networks: A Framework of Computational Intelligence

Social Networks: A Framework of Computational Intelligence

Witold Pedrycz, Shyi-Ming Chen

2 079 kr

Time Series Analysis, Modeling and Applications

Time Series Analysis, Modeling and Applications

Witold Pedrycz, Shyi-Ming Chen

2 069 kr

Deep Learning: Algorithms and Applications

Deep Learning: Algorithms and Applications

Witold Pedrycz, Shyi-Ming Chen

2 339 kr

Development and Analysis of Deep Learning Architectures

Development and Analysis of Deep Learning Architectures

Witold Pedrycz, Shyi-Ming Chen

2 209 kr

Advancements in Knowledge Distillation: Towards New Horizons of Intelligent Systems

Advancements in Knowledge Distillation: Towards New Horizons of Intelligent Systems

Witold Pedrycz, Shyi-Ming Chen

3 199 kr

Development and Analysis of Deep Learning Architectures

Development and Analysis of Deep Learning Architectures

Witold Pedrycz, Shyi-Ming Chen

2 209 kr