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Soft computing = theories and applic...

Soft Computing: Theories and Applications (2024 :)

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Soft computing = theories and applications : proceedings of SoCTA 2024.. Volume 1 /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Soft computing/ edited by Rajesh Kumar ... [et al.].
其他題名:	theories and applications : proceedings of SoCTA 2024.
其他題名:	SoCTA 2024
其他作者:	Kumar, Rajesh.
團體作者:	Soft Computing: Theories and Applications
出版者:	Singapore :Springer Nature Singapore : : 2025.,
面頁冊數:	xiv, 612 p. :ill., digital ;24 cm.
內容註:	Chapter 1 :Performance Evaluation of Machine Learning Models on Loan Default Prediction Using Artificial Bee Colony for Feature Selection -- Chapter 2 : YOLO for Urban Traffic: Insights from Helsinki Port Surveillance -- Chapter 3 :Review of Digital and Medical Image-based Compression Techniques -- Chapter 4 :Enhanced Scalable Multicriteria Based Recommendation System Using Fuzzy Clustering -- Chapter 5 :Optimal Soft Computing Surrogate Models: Prediction of Self-Compacting Concrete Strength -- Chapter 6 :Enhanced Recognition of Human Emotion via Multi-modal Inputs using Fusion LSTM++ model -- Chapter 7 :Enhanced Default Risk Assessment: The Integration of Outlier Detection, Borrower Network Similarity, and Explainable AI -- Chapter 8 :Choice of Baseline Model: Impact on Transfer Learning- Based Detection of Diabetic Retinopathy -- Chapter 9 :GNN Based Disease Prediction Model -- Chapter 10 :A survey on Machine Learning Based Reliability Solutions for Engineering Systems -- Chapter 11 :Some Results in Modied Intuitionistic b-Fuzzy Soft Environment -- Chapter 12 :A Optimal Solution for Video Forgery Detection using Optical Flow Method -- Chapter 13 :Impact of color channels on performance of U-Net for blood vessel segmentation.
Contained By:	Springer Nature eBook
標題:	Soft computing - Congresses. -
電子資源:	https://doi.org/10.1007/978-981-96-5958-6
ISBN:	9789819659586

Soft computing = theories and applications : proceedings of SoCTA 2024.. Volume 1 /
Soft computingtheories and applications : proceedings of SoCTA 2024.Volume 1 /[electronic resource] :SoCTA 2024edited by Rajesh Kumar ... [et al.]. - Singapore :Springer Nature Singapore :2025. - xiv, 612 p. :ill., digital ;24 cm. - Lecture notes in networks and systems,v. 13442367-3389 ;. - Lecture notes in networks and systems ;v. 1344..

Chapter 1 :Performance Evaluation of Machine Learning Models on Loan Default Prediction Using Artificial Bee Colony for Feature Selection -- Chapter 2 : YOLO for Urban Traffic: Insights from Helsinki Port Surveillance -- Chapter 3 :Review of Digital and Medical Image-based Compression Techniques -- Chapter 4 :Enhanced Scalable Multicriteria Based Recommendation System Using Fuzzy Clustering -- Chapter 5 :Optimal Soft Computing Surrogate Models: Prediction of Self-Compacting Concrete Strength -- Chapter 6 :Enhanced Recognition of Human Emotion via Multi-modal Inputs using Fusion LSTM++ model -- Chapter 7 :Enhanced Default Risk Assessment: The Integration of Outlier Detection, Borrower Network Similarity, and Explainable AI -- Chapter 8 :Choice of Baseline Model: Impact on Transfer Learning- Based Detection of Diabetic Retinopathy -- Chapter 9 :GNN Based Disease Prediction Model -- Chapter 10 :A survey on Machine Learning Based Reliability Solutions for Engineering Systems -- Chapter 11 :Some Results in Modied Intuitionistic b-Fuzzy Soft Environment -- Chapter 12 :A Optimal Solution for Video Forgery Detection using Optical Flow Method -- Chapter 13 :Impact of color channels on performance of U-Net for blood vessel segmentation.

The book is a collection of high-quality papers presented at the International Conference on Soft Computing: Theories and Applications (SoCTA 2024), held at Malaviya National Institute of Technology (MNIT) Jaipur, Rajasthan, India, during 27 - 29 December 2024. This book focuses on soft computing and how it can be applied to solve real-world problems arising in various domains, ranging from medicine and healthcare, to supply chain management, image processing, and cryptanalysis. The book offers valuable insights into soft computing for teachers and researchers alike; the book inspires further research in this dynamic field.

ISBN: 9789819659586

Standard No.: 10.1007/978-981-96-5958-6doiSubjects--Topical Terms:

606821
Soft computing
--Congresses.

LC Class. No.: QA76.9.S63

Dewey Class. No.: 006.3

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