東華大學圖書館 |

語系: 繁體中文

說明(常見問題)

回圖書館首頁

手機版館藏查詢

登入

回首頁

切換: 標籤 | MARC模式 | ISBD

FindBook

Google Book

Amazon

博客來

Data science and applications = proceedings of ICDSA 2024.. Volume 5 /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Data science and applications/ edited by Satyasai Jagannath Nanda ... [et al.].
其他題名:	proceedings of ICDSA 2024.
其他題名:	ICDSA 2024
其他作者:	Nanda, Satyasai Jagannath.
團體作者:	International Conference on Data Science and Applications
出版者:	Singapore :Springer Nature Singapore : : 2025.,
面頁冊數:	xviii, 537 p. :ill., digital ;24 cm.
內容註:	SMOTE-Enhanced Machine Learning Techniques for Credit Card Fraud Detection -- Comparative Study of Clustering Algorithms for Customer Segmentation -- Persistence and Fixed Autoregression Models for Time-Series Prediction of Net Asset Value (NAV) of Savings Fund -- Emoji-RoBERTa: A Contextual Emoji Representation for Hate Speech Detection -- Software Bugs Classification using SVM, RF, DT Algorithms -- Ascend.AI - Building Confidence Through Technology: A Technical Exploration of Facial Expression, Tone and Pitch Analysis with Chatbot Guidance -- Transformer Generative AI Model for Enhanced Molecular Property Prediction -- Compaction and Restoration of the S-transform based on N-fold Redundancy -- Deep Learning-based Electric Vehicle Charging Load Prediction: A Comparative Study -- A Comparative Analysis of Quantum Programming Bug Detection Tools -- DWMS-HGR: 1D CNN for Hand Gesture Recognition on Normalized sEMG Signals with Sliding Window -- Secured File-Sharing: Hybrid Encryption and Network Theory for Enhanced Privacy -- Kernel Density Estimation based Clustering for Visual Walking Stick Detection in Human-Robot Coexisting Environments -- Optimizing Battery Efficiency: Design and Implementation of a Fuzzy Logic based Controller for Hybrid Energy Storage System in Electric Vehicles.
Contained By:	Springer Nature eBook
標題:	Computer science - Congresses. -
電子資源:	https://doi.org/10.1007/978-981-96-1185-0
ISBN:	9789819611850

Data science and applications = proceedings of ICDSA 2024.. Volume 5 /
Data science and applicationsproceedings of ICDSA 2024.Volume 5 /[electronic resource] :ICDSA 2024edited by Satyasai Jagannath Nanda ... [et al.]. - Singapore :Springer Nature Singapore :2025. - xviii, 537 p. :ill., digital ;24 cm. - Lecture notes in networks and systems,v. 12372367-3389 ;. - Lecture notes in networks and systems ;v. 1237..

SMOTE-Enhanced Machine Learning Techniques for Credit Card Fraud Detection -- Comparative Study of Clustering Algorithms for Customer Segmentation -- Persistence and Fixed Autoregression Models for Time-Series Prediction of Net Asset Value (NAV) of Savings Fund -- Emoji-RoBERTa: A Contextual Emoji Representation for Hate Speech Detection -- Software Bugs Classification using SVM, RF, DT Algorithms -- Ascend.AI - Building Confidence Through Technology: A Technical Exploration of Facial Expression, Tone and Pitch Analysis with Chatbot Guidance -- Transformer Generative AI Model for Enhanced Molecular Property Prediction -- Compaction and Restoration of the S-transform based on N-fold Redundancy -- Deep Learning-based Electric Vehicle Charging Load Prediction: A Comparative Study -- A Comparative Analysis of Quantum Programming Bug Detection Tools -- DWMS-HGR: 1D CNN for Hand Gesture Recognition on Normalized sEMG Signals with Sliding Window -- Secured File-Sharing: Hybrid Encryption and Network Theory for Enhanced Privacy -- Kernel Density Estimation based Clustering for Visual Walking Stick Detection in Human-Robot Coexisting Environments -- Optimizing Battery Efficiency: Design and Implementation of a Fuzzy Logic based Controller for Hybrid Energy Storage System in Electric Vehicles.

This book gathers outstanding papers presented at the 5th International Conference on Data Science and Applications (ICDSA 2024), organized by Soft Computing Research Society (SCRS) and Malaviya National Institute of Technology Jaipur, India, from 17 to 19 July 2024. The book is divided into four volumes, and it covers theoretical and empirical developments in various areas of big data analytics, big data technologies, decision tree learning, wireless communication, wireless sensor networking, bioinformatics and systems, artificial neural networks, deep learning, genetic algorithms, data mining, fuzzy logic, optimization algorithms, image processing, computational intelligence in civil engineering, and creative computing.

ISBN: 9789819611850

Standard No.: 10.1007/978-981-96-1185-0doiSubjects--Topical Terms:

606819
Computer science
--Congresses.

LC Class. No.: QA75.5

Dewey Class. No.: 004.6

Data science and applications = proceedings of ICDSA 2024.. Volume 5 /
LDR:03170nmm a2200349 a 4500 001 2410321
003 DE-He213
005 20250519131147.0
006 m d
007 cr nn 008maaau
008 260204s2025 si s 0 eng d
020 $a 9789819611850 $q (electronic bk.)
020 $a 9789819611843 $q (paper)
024 7 $a 10.1007/978-981-96-1185-0 $2 doi
035 $a 978-981-96-1185-0
040 $a GP $c GP
041 0 $a eng
050 4 $a QA75.5
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 004.6 $2 23
090 $a QA75.5 $b .I61 2024
111 2 $a International Conference on Data Science and Applications $n (5th : $d 2024 : $c Jaipur, India) $3 3784145
245 1 0 $a Data science and applications $h [electronic resource] : $b proceedings of ICDSA 2024. $n Volume 5 / $c edited by Satyasai Jagannath Nanda ... [et al.].
246 3 $a ICDSA 2024
260 $a Singapore : $b Springer Nature Singapore : $b Imprint: Springer, $c 2025.
300 $a xviii, 537 p. : $b ill., digital ; $c 24 cm.
490 1 $a Lecture notes in networks and systems, $x 2367-3389 ; $v v. 1237
505 0 $a SMOTE-Enhanced Machine Learning Techniques for Credit Card Fraud Detection -- Comparative Study of Clustering Algorithms for Customer Segmentation -- Persistence and Fixed Autoregression Models for Time-Series Prediction of Net Asset Value (NAV) of Savings Fund -- Emoji-RoBERTa: A Contextual Emoji Representation for Hate Speech Detection -- Software Bugs Classification using SVM, RF, DT Algorithms -- Ascend.AI - Building Confidence Through Technology: A Technical Exploration of Facial Expression, Tone and Pitch Analysis with Chatbot Guidance -- Transformer Generative AI Model for Enhanced Molecular Property Prediction -- Compaction and Restoration of the S-transform based on N-fold Redundancy -- Deep Learning-based Electric Vehicle Charging Load Prediction: A Comparative Study -- A Comparative Analysis of Quantum Programming Bug Detection Tools -- DWMS-HGR: 1D CNN for Hand Gesture Recognition on Normalized sEMG Signals with Sliding Window -- Secured File-Sharing: Hybrid Encryption and Network Theory for Enhanced Privacy -- Kernel Density Estimation based Clustering for Visual Walking Stick Detection in Human-Robot Coexisting Environments -- Optimizing Battery Efficiency: Design and Implementation of a Fuzzy Logic based Controller for Hybrid Energy Storage System in Electric Vehicles.
520 $a This book gathers outstanding papers presented at the 5th International Conference on Data Science and Applications (ICDSA 2024), organized by Soft Computing Research Society (SCRS) and Malaviya National Institute of Technology Jaipur, India, from 17 to 19 July 2024. The book is divided into four volumes, and it covers theoretical and empirical developments in various areas of big data analytics, big data technologies, decision tree learning, wireless communication, wireless sensor networking, bioinformatics and systems, artificial neural networks, deep learning, genetic algorithms, data mining, fuzzy logic, optimization algorithms, image processing, computational intelligence in civil engineering, and creative computing.
650 0 $a Computer science $v Congresses. $3 606819
650 0 $a Big data $v Congresses. $3 3166510
650 0 $a Artificial intelligence $v Congresses. $3 606815
650 0 $a Data mining $v Congresses. $3 551626
650 1 4 $a Computational Intelligence. $3 1001631
650 2 4 $a Data Mining and Knowledge Discovery. $3 898250
650 2 4 $a Cyber-Physical Systems. $3 3591993
650 2 4 $a Internet of Things. $3 3538511
700 1 $a Nanda, Satyasai Jagannath. $3 3667920
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. 1237. $3 3784146
856 4 0 $u https://doi.org/10.1007/978-981-96-1185-0
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)