國立高雄大學圖資館 |

登入

回首頁

Intelligent systems and data sciencesecond International Conference, ISDS 2024, Nha Trang, Vietnam, November 9-10, 2024 : proceedings.Part I /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Intelligent systems and data scienceedited by Nguyen Thai-Nghe, Thanh-Nghi Do, Salem Benferhat.
其他題名:	second International Conference, ISDS 2024, Nha Trang, Vietnam, November 9-10, 2024 : proceedings.
其他題名:	ISDS 2024
其他作者:	Thai-Nghe, Nguyen.
團體作者:
出版者:	Singapore :Springer Nature Singapore :2025.
面頁冊數:	xvii, 329 p. :ill. (chiefly color), digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Artificial intelligence
電子資源:	https://doi.org/10.1007/978-981-97-9613-7
ISBN:	9789819796137$q(electronic bk.)

Intelligent systems and data sciencesecond International Conference, ISDS 2024, Nha Trang, Vietnam, November 9-10, 2024 : proceedings.Part I /
Intelligent systems and data sciencesecond International Conference, ISDS 2024, Nha Trang, Vietnam, November 9-10, 2024 : proceedings.Part I /[electronic resource] :ISDS 2024edited by Nguyen Thai-Nghe, Thanh-Nghi Do, Salem Benferhat. - Singapore :Springer Nature Singapore :2025. - xvii, 329 p. :ill. (chiefly color), digital ;24 cm. - Communications in computer and information science,21901865-0937 ;. - Communications in computer and information science ;229..

AI in E-Commerce, Agriculture, and Aquaculture -- Customer Segmentation and Classification using K Modes Clustering with Ensemble Learning -- Explainable AI for Plant Disease Detection Assessing Explainability in Classifying Maize Leaves Diseases with Focus Score and Ablation CAM -- Machine Learning Based Acoustic System for Maturity Classification of Durian Fruit before Harvesting -- An Embedded System for Eggs Freshness Detection -- Deep Learning for Fashion Consulting -- AI in Health Care Analytics -- Automatic Segmentation of Masses on Mammograms Using Fuzzy Logic -- EEC IGE DL CNN based approach with Colour Fundus Images processing techniques and Integrated Gradients explanation for diagnosis of eye diseases -- Enhancing Skin Disease Classification with EfficientNetB0 Bayesian Hyperparameter Tuning and Top k Accuracy Evaluation -- Medical Image Segmentation by Improved Nested Unet -- Big Data, IoT, and Cloud Computing -- Traffic Flow Velocity Estimation from Single Camera Data -- Developing an AI vision based approach for extracting traffic information from images -- Proposal Feature Fusion Attention Network to Eliminate Fog Effects for Camera -- A Multilevel Classification Approach for Chart Identification -- Building a wastewater network graph from inspection videos -- Intelligent Systems -- Mutual information based feature selection for fault diagnosis of induction motor -- FLGAN IDS Intrusion detection using GANs with Federated Learning -- ViTIP AI Powered Vietnamese Traditional Instrument Preservation System using 3D space -- Improved Key Player Identification Algorithm in Social Networks Using Parallel Splitting Method -- Diffusion Craft Framework for Generating Vietnamese Advertising Banners -- Natural Language Processing -- SBoC A Segment-based Bag of Clusters Approach for Document Clustering -- An enhanced solution for multilingual text to MIDI generation -- RACOS AI Routed Chat Voice Admission Consulting Support System -- Generating ERD and DDL Scripts from Vietnamese Natural Language Text by using a Multi Phase -- Topic Modelling and Sentiment Analysis of Visitor Experience at Historical Tourism Sites.

This two-volume set constitutes the refereed proceedings of the Second International Conference, ISDS 2024, held in Nha Trang, Vietnam, during November 9-10, 2024. The 38 full papers and 10 short papers were carefully reviewed and selected from 129 submissions. They were categorized under the topical sections as follows: AI in E-Commerce, Agriculture, and Aquaculture; AI in Health Care Analytics; Big Data, IoT, and Cloud Computing; and Natural Language Processing.

ISBN: 9789819796137$q(electronic bk.)

Standard No.: 10.1007/978-981-97-9613-7doiSubjects--Topical Terms:

252958
Artificial intelligence

LC Class. No.: Q334

Dewey Class. No.: 006.3

Intelligent systems and data sciencesecond International Conference, ISDS 2024, Nha Trang, Vietnam, November 9-10, 2024 : proceedings.Part I /
LDR:03844nmm a2200349 a 4500 001 678480
003 DE-He213
005 20241107115729.0
006 m d
007 cr nn 008maaau
008 251031s2025 si s 0 eng d
020 $a 9789819796137$q(electronic bk.)
020 $a 9789819796120$q(paper)
024 7 $a 10.1007/978-981-97-9613-7 $2 doi
035 $a 978-981-97-9613-7
040 $a GP $c GP
041 0 $a eng
050 4 $a Q334
072 7 $a UB $2 bicssc
072 7 $a COM005000 $2 bisacsh
072 7 $a UX $2 thema
082 0 4 $a 006.3 $2 23
090 $a Q334 $b .I61 2024
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 1 0 $a Intelligent systems and data science $h [electronic resource] : $b second International Conference, ISDS 2024, Nha Trang, Vietnam, November 9-10, 2024 : proceedings. $n Part I / $c edited by Nguyen Thai-Nghe, Thanh-Nghi Do, Salem Benferhat.
246 3 $a ISDS 2024
260 $a Singapore : $b Springer Nature Singapore : $b Imprint: Springer, $c 2025.
300 $a xvii, 329 p. : $b ill. (chiefly color), digital ; $c 24 cm.
490 1 $a Communications in computer and information science, $x 1865-0937 ; $v 2190
505 0 $a AI in E-Commerce, Agriculture, and Aquaculture -- Customer Segmentation and Classification using K Modes Clustering with Ensemble Learning -- Explainable AI for Plant Disease Detection Assessing Explainability in Classifying Maize Leaves Diseases with Focus Score and Ablation CAM -- Machine Learning Based Acoustic System for Maturity Classification of Durian Fruit before Harvesting -- An Embedded System for Eggs Freshness Detection -- Deep Learning for Fashion Consulting -- AI in Health Care Analytics -- Automatic Segmentation of Masses on Mammograms Using Fuzzy Logic -- EEC IGE DL CNN based approach with Colour Fundus Images processing techniques and Integrated Gradients explanation for diagnosis of eye diseases -- Enhancing Skin Disease Classification with EfficientNetB0 Bayesian Hyperparameter Tuning and Top k Accuracy Evaluation -- Medical Image Segmentation by Improved Nested Unet -- Big Data, IoT, and Cloud Computing -- Traffic Flow Velocity Estimation from Single Camera Data -- Developing an AI vision based approach for extracting traffic information from images -- Proposal Feature Fusion Attention Network to Eliminate Fog Effects for Camera -- A Multilevel Classification Approach for Chart Identification -- Building a wastewater network graph from inspection videos -- Intelligent Systems -- Mutual information based feature selection for fault diagnosis of induction motor -- FLGAN IDS Intrusion detection using GANs with Federated Learning -- ViTIP AI Powered Vietnamese Traditional Instrument Preservation System using 3D space -- Improved Key Player Identification Algorithm in Social Networks Using Parallel Splitting Method -- Diffusion Craft Framework for Generating Vietnamese Advertising Banners -- Natural Language Processing -- SBoC A Segment-based Bag of Clusters Approach for Document Clustering -- An enhanced solution for multilingual text to MIDI generation -- RACOS AI Routed Chat Voice Admission Consulting Support System -- Generating ERD and DDL Scripts from Vietnamese Natural Language Text by using a Multi Phase -- Topic Modelling and Sentiment Analysis of Visitor Experience at Historical Tourism Sites.
520 $a This two-volume set constitutes the refereed proceedings of the Second International Conference, ISDS 2024, held in Nha Trang, Vietnam, during November 9-10, 2024. The 38 full papers and 10 short papers were carefully reviewed and selected from 129 submissions. They were categorized under the topical sections as follows: AI in E-Commerce, Agriculture, and Aquaculture; AI in Health Care Analytics; Big Data, IoT, and Cloud Computing; and Natural Language Processing.
650 0 $a Artificial intelligence $3 252958
650 0 $a Machine learning $v Congresses. $3 384498
650 0 $a Internet of things $v Congresses. $3 696440
650 1 4 $a Computer and Information Systems Applications. $3 913125
650 2 4 $a Intelligence Infrastructure. $3 920218
650 2 4 $a Data Science. $3 913495
650 2 4 $a Machine Learning. $3 833608
650 2 4 $a Natural Language Processing (NLP) $3 826373
650 2 4 $a Big Data. $3 760530
700 1 $a Thai-Nghe, Nguyen. $3 971755
700 1 $a Do, Thanh-Nghi. $3 971756
700 1 $a Benferhat, Salem. $3 468842
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Communications in computer and information science ; $v 229. $3 547963
856 4 0 $u https://doi.org/10.1007/978-981-97-9613-7
950 $a Computer Science (SpringerNature-11645)