Interpretable Artificial Intelligence: A Perspective of Granular Computing

Inbunden, Engelska, 2021

Av Witold Pedrycz, Shyi-Ming Chen

2 299 kr

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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

Utgivningsdatum2021-03-27
Mått155 x 235 x 30 mm
Vikt822 g
FormatInbunden
SpråkEngelska
SerieStudies in Computational Intelligence
Antal sidor429
FörlagSpringer Nature Switzerland AG
ISBN9783030649487

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.

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