| Description |
1 online resource (ix, 276 pages) : illustrations (chiefly color) |
| Series |
Studies in computational intelligence ; volume 1045 |
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Studies in computational intelligence ; v. 1045.
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| Contents |
Intro -- Preface -- Contents -- Question-Answering System over Knowledge Graphs Using Analogical-Problem-Solving Approach -- 1 Introduction -- 2 Background -- 2.1 RDF Knowledge Graphs and RDF Query Language -- 2.2 Dependency Parser -- 3 LingTeQA: An Analogical-Problem-Solving QA System -- 3.1 LingTeQA: Representing Questions -- 3.2 LingTeQA: Generating Templates -- 4 LingTeQA: Answering Questions -- 4.1 LingTeQA: Answering Question Containing Linguistic Terms -- 4.2 LingTeQA: Answering Questions by Generating Linguistic Summaries |
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4.3 LingTeQA: Defining Linguistic Terms with a User-friendly Web Interface -- 5 Related Work -- 5.1 Question Answering -- 5.2 Linguistic Summarization of Numeric Data -- 6 Result and Conclusion -- References -- Fuzzy Transform on 1-D Manifolds -- 1 Introduction -- 2 Preliminaries -- 2.1 Fuzzy Partition -- 2.2 Topological Manifold -- 2.3 Properties of Manifold upper MM -- 3 Fuzzy Partition of a Manifold -- 4 Hilbert Space on a Manifold -- 4.1 Subspace upper L 2 Superscript m Baseline left parenthesis ModifyingAbove upper A With quotation dash Subscript i Baseline right parenthesisL2m(overlineAi) |
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5 upper F Superscript mFm-transform -- 5.1 upper F Superscript 0F0-transform and its Inverse -- 6 Conclusion -- References -- A Systematic Review of Privacy-Preserving Blockchain in e-Medicine -- 1 Introduction -- 2 Blockchain and the Electronic Health Records Model -- 2.1 Conventional Electronic Health Records Model -- 2.2 Blockchain-Based Privacy-Preserving Models in Electric Health Records -- 3 Privacy-Preserving Identity Management Systems and Platforms in Blockchain -- 4 Future Research Directions -- 5 Conclusions -- References |
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Why Rectified Linear Neurons: Two Convexity-Related Explanations -- 1 Formulation of the Problem -- 2 Why Convexity -- 3 First Convexity-Related Explanation -- 4 Second Convexity-Related Explanation -- References -- How to Work? How to Study? Shall We Cram for the Exams? and How Is This Related to Life on Earth? -- 1 When to Switch Activities: Formulation of the Problem -- 2 Let Us Formulate This Problem in Precise Terms -- 3 Analysis of the Problem -- 4 Resulting Recommendations -- 5 How Is This Related to Life on Earth? -- References |
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Why Quantum Techniques Are a Good First Approximation to Social and Economic Phenomena, and What Next -- 1 Formulation of the Problem -- 2 Where Can Such an Explanation Come from: General Analysis -- 3 First Explanation: Quantum Formulas Provide a Good Description for Many Phenomena in General -- 4 Second Explanation: Quantum Formulas Are the Computationally Fastest Way to Describe Nonlinear Phenomena -- 5 Third Explanation: Quantum Physics Has Many Solved Problems -- 6 Beyond Quantum -- References |
| Summary |
This book describes current and potential use of artificial intelligence and computational intelligence techniques in biomedicine and other application areas. Medical applications range from general diagnostics to processing of X-ray images to e-medicine-related privacy issues. Medical community understandably prefers methods that have been successful other on other application areas, where possible mistakes are not that critical. This book describes many promising methods related to deep learning, fuzzy techniques, knowledge graphs, and quantum computing. It also describes the results of testing these new methods in communication networks, education, environmental studies, food industry, retail industry, transportation engineering, and many other areas. This book helps practitioners and researchers to learn more about computational intelligence methods and their biomedical applicationsand to further develop this important research direction |
| Notes |
Online resource; title from PDF title page (SpringerLink, viewed December 8, 2022) |
| Subject |
Soft computing.
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Biomedical engineering.
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Soft computing -- Industrial applications
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biomedical engineering.
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Biomedical engineering
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Soft computing
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Soft computing -- Industrial applications
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| Form |
Electronic book
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| Author |
Nguyen, Hoang Phuong (Professor in computer sciences), editor.
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Kreinovich, Vladik, editor.
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| ISBN |
9783031085802 |
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3031085809 |
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