東華大學圖書館 |

Language: English

Help

回圖書館首頁

手機版館藏查詢

Back

Switch To: Labeled | MARC Mode | ISBD

Soft computing = theories and applic...

Soft Computing: Theories and Applications (2024 :)

Linked to FindBook

Google Book

Amazon

博客來

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

Record Type:	Electronic resources : Monograph/item
Title/Author:	Soft computing/ edited by Rajesh Kumar ... [et al.].
Reminder of title:	theories and applications : proceedings of SoCTA 2024.
remainder title:	SoCTA 2024
other author:	Kumar, Rajesh.
corporate name:	Soft Computing: Theories and Applications
Published:	Singapore :Springer Nature Singapore : : 2025.,
Description:	xiv, 612 p. :ill., digital ;24 cm.
[NT 15003449]:	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
Subject:	Soft computing - Congresses. -
Online resource:	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

Soft computing = theories and applications : proceedings of SoCTA 2024.. Volume 1 /
LDR:03019nmm a2200349 a 4500 001 2414336
003 DE-He213
005 20250901130353.0
006 m d
007 cr nn 008maaau
008 260205s2025 si s 0 eng d
020 $a 9789819659586 $q (electronic bk.)
020 $a 9789819659579 $q (paper)
024 7 $a 10.1007/978-981-96-5958-6 $2 doi
035 $a 978-981-96-5958-6
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.9.S63
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
090 $a QA76.9.S63 $b S681 2024
111 2 $a Soft Computing: Theories and Applications $n (9th : $d 2024 : $c Jaipur, India) $3 3790969
245 1 0 $a Soft computing $h [electronic resource] : $b theories and applications : proceedings of SoCTA 2024. $n Volume 1 / $c edited by Rajesh Kumar ... [et al.].
246 3 $a SoCTA 2024
260 $a Singapore : $b Springer Nature Singapore : $b Imprint: Springer, $c 2025.
300 $a xiv, 612 p. : $b ill., digital ; $c 24 cm.
490 1 $a Lecture notes in networks and systems, $x 2367-3389 ; $v v. 1344
505 0 $a 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.
520 $a 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.
650 0 $a Soft computing $v Congresses. $3 606821
650 1 4 $a Computational Intelligence. $3 1001631
650 2 4 $a Artificial Intelligence. $3 769149
650 2 4 $a Control, Robotics, Automation. $3 3592500
650 2 4 $a Signal, Speech and Image Processing. $3 3592727
700 1 $a Kumar, Rajesh. $3 1264204
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in networks and systems ; $v v. 1344. $3 3790970
856 4 0 $u https://doi.org/10.1007/978-981-96-5958-6
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)