| Description |
1 online resource (325 p.) |
| Series |
Communications in Computer and Information Science ; 1950 |
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Communications in computer and information science ; v. 1950.
|
| Contents |
Intro -- Preface -- Organization -- Contents - Part II -- Contents - Part I -- Applied Intelligent Systems and Data Science for Agriculture, Aquaculture, and Biomedicine -- Towards Automatic Internal Quality Grading of Mud Crabs: A Preliminary Study on Spectrometric Analysis -- 1 Introduction -- 2 Related Works -- 3 Research Strategy -- 4 In-vitro Experiments and Preliminary Results -- 4.1 Sample Preparation and Experimental Setup -- 4.2 Results and Discussion -- 5 Conclusion -- References -- Deep Learning for Detection and Classification of Nuclear Protein in Breast Cancer Tissue |
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1 Introduction -- 2 Background -- 2.1 Alteration of Nuclear Protein Ki-67 in Breast Cancer Cells -- 2.2 Deep Network Models -- 3 Proposed Method -- 3.1 Training Phase -- 3.2 Testing Phase -- 4 Experiments -- 4.1 Scenarios and Training Parameters -- 4.2 Training Results -- 4.3 Testing Results -- 5 Conclusion -- References -- Ensemble Learning with SVM for High-Dimensional Gene Expression Data -- 1 Introduction -- 2 Newton Support Vector Machines -- 3 Newton Support Vector Machines for Gene Expression Datasets -- 3.1 Newton Support Vector Machines for Classifying Large Number of Dimensions |
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3.2 Ensemble Learning with Newton Support Vector Machines for Classifying Large Amounts of High Dimensional Datapoints -- 4 Evaluation -- 5 Conclusion and Future Works -- References -- A New Integrated Medical-Image Processing System with High Clinical Applicability for Effective Dataset Preparation in ML-Based Diagnosis -- 1 Introduction -- 2 Process Flow of Dataset Preparation for ML-Based Medical Image Diagnosis -- 2.1 Medical Institution -- 2.2 Collaborative Medical Specialists -- 2.3 Research Institution -- 3 System Prototyping for Esthetic Outcome Evaluation in Breast Reconstruction Surgery |
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3.1 Breast Reconstruction Surgery and Esthetic Outcome Evaluation -- 3.2 Breast Image Acquisition -- 3.3 Incremental Anonymization and Filtering -- 3.4 Preprocessing and Feature Extraction -- 4 Experimental Results -- 5 Conclusion -- References -- An Intelligent Polarimetric System for High-Throughput and High-Sensitivity Quality Assessment of Commercial Semiconductor Wafers -- 1 Introduction -- 2 High-Sensitivity and Fast Scanning Infrared Polariscope (HSF-SIRP) -- 2.1 Functional System Design -- 2.2 Implementation of Real-Time Controller -- 3 Experimental Results |
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3.1 Waveform Analysis for Realtime Performance of HSF-SIRP -- 3.2 Comparison of System Performance Between SIRP and HSF-SIRP -- 4 Conclusion -- References -- Big Data, IoT, and Cloud Computing -- Strengthening Information Security Through Zero Trust Architecture: A Case Study in South Korea -- 1 Introduction -- 2 Global Cybersecurity Standards -- 2.1 Paradigm Shift: Zero Trust Architecture -- 2.2 Limitations of Traditional Security Architectures -- 2.3 Standardization in Security: Information Security Management Systems -- 3 Challenges in Existing Frameworks |
| Summary |
This two-volume set constitutes the refereed proceedings of the First International Conference on Intelligent Systems and Data Science, ISDS 2023, held in Can Tho, Vietnam, in November 2023. The 35 full papers and 13 short papers presented were thoroughly reviewed and selected from 123 submissions. They are organized in the following topical sections: applied intelligent systems and data science for agriculture, aquaculture, and biomedicine; big data, IoT, and cloud computing; deep learning and natural language processing; intelligent systems |
| Notes |
4 Proposed Zero Trust K-ISMS Framework |
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Includes author index |
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Online resource; title from PDF title page (SpringerLink, viewed November 13, 2023) |
| Subject |
Artificial intelligence -- Congresses
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Machine learning -- Congresses
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Internet of things -- Congresses
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Artificial intelligence.
|
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Internet of things.
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Machine learning.
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| Genre/Form |
Conference papers and proceedings.
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| Form |
Electronic book
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| Author |
Thai-Nghe, Nguyen
|
|
Do, Thanh-Nghi
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Haddawy, Peter
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| ISBN |
9789819976669 |
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9819976669 |
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