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Intelligent systems and data science...

International Conference on Intelligent Systems and Data Science (2024 :)

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

Record Type:	Electronic resources : Monograph/item
Title/Author:	Intelligent systems and data science/ edited by Nguyen Thai-Nghe, Thanh-Nghi Do, Salem Benferhat.
Reminder of title:	second International Conference, ISDS 2024, Nha Trang, Vietnam, November 9-10, 2024 : proceedings.
remainder title:	ISDS 2024
other author:	Thai-Nghe, Nguyen.
corporate name:	International Conference on Intelligent Systems and Data Science
Published:	Singapore :Springer Nature Singapore : : 2025.,
Description:	xvii, 329 p. :ill. (chiefly color), digital ;24 cm.
[NT 15003449]:	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.
Contained By:	Springer Nature eBook
Subject:	Artificial intelligence - Congresses. -
Online resource:	https://doi.org/10.1007/978-981-97-9613-7
ISBN:	9789819796137

Intelligent systems and data science = second 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 ;2190..

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

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

606815
Artificial intelligence
--Congresses.

LC Class. No.: Q334

Dewey Class. No.: 006.3

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