Explainable Artificial Intelligence in Stroke from the Clinical, Rehabilitation and Nursing Perspectives

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Explainable Artificial Intelligence in Stroke from the Clinical, Rehabilitation and Nursing Perspectives

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Prevention and Management of Frailty

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Machine Learning in Sensors and Imaging

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Sustainable Agriculture and Advances of Remote Sensing (Volume 1)

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Sustainable Agriculture and Advances of Remote Sensing (Volume 2)

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xxAI - Beyond Explainable AI International Workshop, Held in Conjunction with ICML 2020, July 18, 2020, Vienna, Austria, Revised and Extended Papers /

Table of Contents: “…Editorial -- xxAI - Beyond explainable Artificial Intelligence -- Current Methods and Challenges -- Explainable AI Methods - A Brief Overview -- Challenges in Deploying Explainable Machine Learning -- Methods for Machine Learning Models -- CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations -- New Developments in Explainable AI -- A Rate-Distortion Framework for Explaining Black-box Model Decisions -- Explaining the Predictions of Unsupervised Learning Models -- Towards Causal Algorithmic Recourse -- Interpreting Generative Adversarial Networks for Interactive Image Generation -- XAI and Strategy Extraction via Reward Redistribution -- Interpretable, Verifiable, and Robust Reinforcement Learning via Program Synthesis -- Interpreting and improving deep-learning models with reality checks -- Beyond the Visual Analysis of Deep Model Saliency -- ECQ^2: Quantization for Low-Bit and Sparse DNNs -- A whale's tail - Finding the right whale in an uncertain world -- Explainable Artificial Intelligence in Meteorology and Climate Science: Model fine-tuning, calibrating trust and learning new science -- An Interdisciplinary Approach to Explainable AI.…”
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Information Bottleneck Theory and Applications in Deep Learning

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Mathematical Fuzzy Logic in the Emerging Fields of Engineering, Finance, and Computer Sciences

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Trusted Artificial Intelligence in Manufacturing; Trusted Artificial Intelligence in Manufacturing A Review of the Emerging Wave of Ethical and Human Centric AI Technologies for Sm...

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Trusted Artificial Intelligence in Manufacturing; Trusted Artificial Intelligence in Manufacturing A Review of the Emerging Wave of Ethical and Human Centric AI Technologies for Sm...

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