Shapley Additive Explanation – Bücher zum Thema Shapley Additive Explanation finden und kaufen

Practical Statistical Learning and Data Science Methods

Springer International Publishing
235.39 € · Hardcover

statistical learning data science machine learning data classification time series machine learning classifiers predictive modeling deep learning models SHAP LIME Shapley Additive Explanation Local Interpretable Model-agnostic Explanations

This contributed volume offers practical implementation strategies for statistical learning and data science techniques, with fully peer-reviewed papers that embody insights and experiences gathered within the LISA 2020 Global Network. Through a series of compelling case studies, readers are immerse...

Explainable Artificial Intelligence for Intelligent Transportation Systems

Loveleen Gaur, Biswa Mohan Sahoo
Springer International Publishing
171.19 € · Hardcover

Explainable Artificial Intelligence AI Machine Learning Transportation System Intelligent Transportation System Machine Learning XAI Autonomous Vehicle Ethics in transportation Automatic Vehicle Location Shapley Additive Explanation

Transportation typically entails crucial “life-death” choices, delegating crucial decisions to an AI algorithm without any explanation poses a serious threat. Hence, explainability and responsible AI is crucial in the context of intelligent transportation. In Intelligence Transportation System (...

Practical Statistical Learning and Data Science Methods

Springer International Publishing
223.63 € · eBook

statistical learning data science machine learning data classification time series machine learning classifiers predictive modeling deep learning models SHAP LIME Shapley Additive Explanation Local Interpretable Model-agnostic Explanations

This contributed volume offers practical implementation strategies for statistical learning and data science techniques, with fully peer-reviewed papers that embody insights and experiences gathered within the LISA 2020 Global Network. Through a series of compelling case studies, readers are immerse...

Explainable Artificial Intelligence for Intelligent Transportation Systems

Loveleen Gaur, Biswa Mohan Sahoo
Springer International Publishing
171.19 € · Paperback

Explainable Artificial Intelligence AI Machine Learning Transportation System Intelligent Transportation System Machine Learning XAI Autonomous Vehicle Ethics in transportation Automatic Vehicle Location Shapley Additive Explanation

Transportation typically entails crucial “life-death” choices, delegating crucial decisions to an AI algorithm without any explanation poses a serious threat. Hence, explainability and responsible AI is crucial in the context of intelligent transportation. In Intelligence Transportation System (...

Practical Statistical Learning and Data Science Methods

Springer International Publishing
235.39 € · Paperback

statistical learning data science machine learning data classification time series machine learning classifiers predictive modeling deep learning models SHAP LIME Shapley Additive Explanation Local Interpretable Model-agnostic Explanations

This contributed volume offers practical implementation strategies for statistical learning and data science techniques, with fully peer-reviewed papers that embody insights and experiences gathered within the LISA 2020 Global Network. Through a series of compelling case studies, readers are immerse...

Explainable Artificial Intelligence for Intelligent Transportation Systems

Loveleen Gaur, Biswa Mohan Sahoo
Springer International Publishing
160.49 € · eBook

Explainable Artificial Intelligence AI Machine Learning Transportation System Intelligent Transportation System Machine Learning XAI Autonomous Vehicle Ethics in transportation Automatic Vehicle Location Shapley Additive Explanation

Transportation typically entails crucial “life-death” choices, delegating crucial decisions to an AI algorithm without any explanation poses a serious threat. Hence, explainability and responsible AI is crucial in the context of intelligent transportation. In Intelligence Transportation System (...

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