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Titlebook: Introduction to Information Retrieval and Quantum Mechanics; Massimo Melucci Book 2015 Springer-Verlag Berlin Heidelberg 2015 Information

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發(fā)表于 2025-3-21 18:27:34 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Introduction to Information Retrieval and Quantum Mechanics
編輯Massimo Melucci
視頻videohttp://file.papertrans.cn/474/473776/473776.mp4
概述Offers clear guidance on whether, why and when to effectively use the mathematical formalism and the concepts of quantum mechanics to address various foundational issues in information retrieval.Expla
叢書名稱The Information Retrieval Series
圖書封面Titlebook: Introduction to Information Retrieval and Quantum Mechanics;  Massimo Melucci Book 2015 Springer-Verlag Berlin Heidelberg 2015 Information
描述.This book introduces the quantum mechanical framework to information retrieval scientists seeking a new perspective on foundational problems. As such, it concentrates on the main notions of the quantum mechanical framework and describes an innovative range of concepts and tools for modeling information representation and retrieval processes. .The book is divided into four chapters. Chapter 1 illustrates the main modeling concepts for information retrieval (including Boolean logic, vector spaces, probabilistic models, and machine-learning based approaches), which will be examined further in subsequent chapters. Next, chapter 2 briefly explains the main concepts of the quantum mechanical framework, focusing on approaches linked to information retrieval such as interference, superposition and entanglement. Chapter 3 then reviews the research conducted at the intersection between information retrieval and the quantum mechanical framework. The chapter is subdivided into a number of topics, and each description ends with a section suggesting the most important reference resources. Lastly, chapter 4 offers suggestions for future research, briefly outlining the most essential and promisin
出版日期Book 2015
關(guān)鍵詞Information Retrieval; Machine Learning; Probabilistic Computation; Quantum Computing; Quantum Mechanics
版次1
doihttps://doi.org/10.1007/978-3-662-48313-8
isbn_softcover978-3-662-56916-0
isbn_ebook978-3-662-48313-8Series ISSN 1871-7500 Series E-ISSN 2730-6836
issn_series 1871-7500
copyrightSpringer-Verlag Berlin Heidelberg 2015
The information of publication is updating

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沙發(fā)
發(fā)表于 2025-3-21 21:57:01 | 只看該作者
Elements of Quantum Mechanics, mechanical framework and do not have any counterpart in information retrieval. Besides the core concepts of the quantum mechanical framework, we introduce detection since it is naturally linked to document retrieval and ranking. Finally, the chapter suggests some further readings.
板凳
發(fā)表于 2025-3-22 03:27:09 | 只看該作者
Elements of Information Retrieval,f information retrieval, we introduce the Boolean model and logic, the vector space model, the main probabilistic models, and briefly the machine learning approach to ranking documents. The chapter ends with some suggestions for further reading.
地板
發(fā)表于 2025-3-22 06:50:28 | 只看該作者
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發(fā)表于 2025-3-22 12:52:33 | 只看該作者
results of various multimodal architectures based on combined analysis of facial expression, speech, and physiological signals. Lastly we introduce designing of an adaptive neural network classifier that is capable of deciding the necessity of adaptation process in respect of environmental changes.
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發(fā)表于 2025-3-22 17:40:51 | 只看該作者
Massimo Melucci results of various multimodal architectures based on combined analysis of facial expression, speech, and physiological signals. Lastly we introduce designing of an adaptive neural network classifier that is capable of deciding the necessity of adaptation process in respect of environmental changes.
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發(fā)表于 2025-3-23 00:18:48 | 只看該作者
Massimo Meluccict began that work on databases should form part of it. However there were very different directions that the work might have taken. They were encapsulated early on in the contrast between ‘supportive’ and ‘provocative’ approaches, introduced in an earlier chapter in this handbook. The supportive op
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