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Titlebook: Hypothesis Generation and Interpretation; Design Principles an Hiroshi Ishikawa Book 2024 The Editor(s) (if applicable) and The Author(s),

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樓主
發(fā)表于 2025-3-21 18:46:49 | 只看該作者 |倒序瀏覽 |閱讀模式
書目名稱Hypothesis Generation and Interpretation
副標題Design Principles an
編輯Hiroshi Ishikawa
視頻videohttp://file.papertrans.cn/431/430801/430801.mp4
概述Provides an integrated perspective on why decisions are made and how the process is modeled.Presentation of design patterns enables use in a wide variety of big-data applications.Multiple practical us
叢書名稱Studies in Big Data
圖書封面Titlebook: Hypothesis Generation and Interpretation; Design Principles an Hiroshi Ishikawa Book 2024 The Editor(s) (if applicable) and The Author(s),
描述This book focuses in detail on data science and data analysis and emphasizes the importance of data engineering and data management in the design of big data applications. The author uses patterns discovered in a collection of big data applications to provide design principles for hypothesis generation, integrating big data processing and management, machine learning and data mining techniques..The book proposes and explains innovative principles for interpreting hypotheses by integrating micro-explanations (those based on the explanation of analytical models and individual decisions within them) with macro-explanations (those based on applied processes and model generation). Practical case studies are used to demonstrate how hypothesis-generation and -interpretation technologies work. These are based on “social infrastructure” applications like in-bound tourism, disaster management, lunar and planetary exploration, and treatment of infectious diseases...The novel methods and technologies proposed in?.Hypothesis Generation and Interpretation. are supported by the incorporation of historical perspectives on science and an emphasis on the origin and development of the ideas behind th
出版日期Book 2024
關(guān)鍵詞Hypothesis Generation; Hypothesis Interpretation; Big Data; Data Engineering; Data Science; Data Manageme
版次1
doihttps://doi.org/10.1007/978-3-031-43540-9
isbn_softcover978-3-031-43542-3
isbn_ebook978-3-031-43540-9Series ISSN 2197-6503 Series E-ISSN 2197-6511
issn_series 2197-6503
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
The information of publication is updating

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沙發(fā)
發(fā)表于 2025-3-21 23:46:04 | 只看該作者
Chris D. Geddes,Joseph R. Lakowiczor hypothesis interpretation based on the subjects and methods of explanation, depending on each type of model. Next, we introduce the model-independent design principles. So, we explain various aspects of hypothesis interpretation as follows.
板凳
發(fā)表于 2025-3-22 01:01:52 | 只看該作者
Science and Hypothesis,s an overview of how superstars in the history of science actually reached their hypotheses and theories as concrete examples of reasoning and problem solving..This chapter details the hypothesis generation of the following four scientists.
地板
發(fā)表于 2025-3-22 08:28:55 | 只看該作者
Interpretation,or hypothesis interpretation based on the subjects and methods of explanation, depending on each type of model. Next, we introduce the model-independent design principles. So, we explain various aspects of hypothesis interpretation as follows.
5#
發(fā)表于 2025-3-22 12:10:56 | 只看該作者
Book 2024ig data applications. The author uses patterns discovered in a collection of big data applications to provide design principles for hypothesis generation, integrating big data processing and management, machine learning and data mining techniques..The book proposes and explains innovative principles
6#
發(fā)表于 2025-3-22 13:51:56 | 只看該作者
2197-6503 wide variety of big-data applications.Multiple practical usThis book focuses in detail on data science and data analysis and emphasizes the importance of data engineering and data management in the design of big data applications. The author uses patterns discovered in a collection of big data appl
7#
發(fā)表于 2025-3-22 17:41:50 | 只看該作者
Hiroshi IshikawaProvides an integrated perspective on why decisions are made and how the process is modeled.Presentation of design patterns enables use in a wide variety of big-data applications.Multiple practical us
8#
發(fā)表于 2025-3-22 23:05:59 | 只看該作者
9#
發(fā)表于 2025-3-23 02:19:51 | 只看該作者
Innovation Is Not Self-Driving,s an overview of how superstars in the history of science actually reached their hypotheses and theories as concrete examples of reasoning and problem solving..This chapter details the hypothesis generation of the following four scientists.
10#
發(fā)表于 2025-3-23 08:42:07 | 只看該作者
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