Rabia Riad's Books

Feature and Dimensionality Reduction for Clustering with Deep Learning

By: Frederic Ros,Rabia Riad

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Feature and Dimensionality Reduction for Clustering with Deep Learning

By: Frederic Ros,Rabia Riad

This book presents an overview of recent methods of feature selection and dimensionality reduction that are based on Deep Neural Networks (DNNs) for a clustering perspective, with particular attention to the knowledge discovery question. The authors first present a synthesis of the major recent influencing techniques and "tricks" participating in recent advances in deep clustering, as well as a recall of the main deep learning architectures. Secondly, the book highlights the most popular works by “family” to provide a more suitable starting point from which to develop a full understanding of the domain. Overall, the book proposes a comprehensive up-to-date review of deep feature selection and deep clustering methods with particular attention to the knowledge discovery question and under a multi-criteria analysis. The book can be very helpful for young researchers, non-experts, and R&D AI engineers.

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Page Count

273

Publisher

Springer Nature

Published Date

ISBN 10

3031487435

ISBN 13

9783031487439

Bedouin Century

Education and Development among the Negev Tribes in the Twentieth Century

By: Aref Abu-Rabia

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Bedouin Century

Education and Development among the Negev Tribes in the Twentieth Century

By: Aref Abu-Rabia

The Bedouin in the Negev region have undergone a remarkable change of life style in the course of the 20th century: within a few generations they changed from being nomads to an almost sedentary and highly educated population. The author, who is a Bedouin himself and has worked in the Israeli Ministry of Education and Culture as Superintendent of the Bedouin Educational Schools in the Negev for many years, offers the first in-depth study of the development of Bedouin society, using the educational system as his focus.

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Page Count

200

Publisher

Berghahn Books

Published Date

ISBN 10

178238748X

ISBN 13

9781782387480

Indigenous Medicine Among the Bedouin in the Middle East

By: Aref Abu-Rabia

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Indigenous Medicine Among the Bedouin in the Middle East

By: Aref Abu-Rabia

Modern medicine has penetrated Bedouin tribes in the course of rapid urbanization and education, but when serious illnesses strike, particularly in the case of incurable diseases, even educated people turn to traditional medicine for a remedy. Over the course of 30 years, the author gathered data on traditional Bedouin medicine among pastoral-nomadic, semi-nomadic, and settled tribes. Based on interviews with healers, clients, and other active participants in treatments, this book will contribute to renewed thinking about a synthesis between traditional and modern medicine — to their reciprocal enrichment.

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Page Count

232

Publisher

Berghahn Books

Published Date

ISBN 10

1782386904

ISBN 13

9781782386902

Book's by Rabia Riad

Feature and Dimensionality Reduction for Clustering with Deep Learning

Feature and Dimensionality Reduction for Clustering with Deep Learning

Bedouin Century

Bedouin Century

Indigenous Medicine Among the Bedouin in the Middle East

Indigenous Medicine Among the Bedouin in the Middle East

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