Intelligent Systems and Data Science : Second International Conference, ISDS 2024, Nha Trang, Vietnam, November 9–10, 2024, Proceedings, Part I / edited by Nguyen Thai-Nghe, Thanh-Nghi Do, Salem Benferhat.

Format:

Book

Contributor:

Thai-Nghe, Nguyen, editor.

Đỗ, Thanh Nghị, editor.

Benferhat, Salem, editor.

Series:

Communications in Computer and Information Science, 1865-0937 ; 2190

Language:

English

Subjects (All):

Application software.

Artificial intelligence.

Artificial intelligence--Data processing.

Machine learning.

Natural language processing (Computer science).

Big data.

Computer and Information Systems Applications.

Intelligence Infrastructure.

Data Science.

Machine Learning.

Natural Language Processing (NLP).

Big Data.

Local Subjects:

Computer and Information Systems Applications.

Intelligence Infrastructure.

Data Science.

Machine Learning.

Natural Language Processing (NLP).

Big Data.

Physical Description:

1 online resource (338 pages)

Edition:

1st ed. 2025.

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2025.

Summary:

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.

Contents:

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.

Notes:

Includes bibliographical references and index.

ISBN:

9789819796137

981979613X