國立高雄大學圖資館 |

Language: English

Back

Data mining and big data9th International Conference, DMBD 2024, Ho Chi Minh City, Vietnam, December 13-17, 2024 : proceedings.Part I /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Data mining and big dataedited by Ying Tan, Yuhui Shi.
Reminder of title:	9th International Conference, DMBD 2024, Ho Chi Minh City, Vietnam, December 13-17, 2024 : proceedings.
other author:	Tan, Ying.
corporate name:
Published:	Singapore :Springer Nature Singapore :2025.
Description:	xix, 315 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Big dataCongresses.
Online resource:	https://doi.org/10.1007/978-981-96-7175-5
ISBN:	9789819671755$q(electronic bk.)

Data mining and big data9th International Conference, DMBD 2024, Ho Chi Minh City, Vietnam, December 13-17, 2024 : proceedings.Part I /
Data mining and big data9th International Conference, DMBD 2024, Ho Chi Minh City, Vietnam, December 13-17, 2024 : proceedings.Part I /[electronic resource] :edited by Ying Tan, Yuhui Shi. - Singapore :Springer Nature Singapore :2025. - xix, 315 p. :ill., digital ;24 cm. - Communications in computer and information science,23561865-0937 ;. - Communications in computer and information science ;229..

Machine Learning Methods. -- Firework Swarm Learning (FSL): A Universal Machine Learning Framework. -- AdaBoost Integration Framework Based on Multiple Filters. -- Privacy-Preserving Federated Learning Scheme for Power Loads Forecasting. -- From Big Data to Smart Data: Effective Subset Generation for Machine Learning Model Training. -- RAGtag: A Retrieval-Augmented Generation-Based Topic Modeling Framework. -- A Geographical Location Mining Model for Users on Social Media Platforms. -- Granular-ball Computing based Fireworks Algorithm for Global Optimization of Multi-modal Functions. -- Probabilistic -greedy Strategy for Exploitation in Homogeneous Multi-agent Reinforcement Learning. -- Enterprise Credit Risk Assessment Based on Rotate Forest Feature Transformation and Heterogeneous Ensemble Learning. -- Data Mining Methods. -- A Neural Network Approach for Predicting Crop Import Prices: A Case Study of Qatar. -- Global and Local Enhanced Crow Search Algorithm for Weapon Target Assignment. -- Optimization Algorithm of Corpse Combustion Process Based on Improved Genetic Algorithm. -- Contextual State Pattern Determination-Based Heuristic Program Synthesis. -- Iteratively Measuring Capital Liberalization in Stationary State on PageRank. -- Trends and Developments in Online Education Research from a Highly Cited Literature Perspective: A Bibliometric and Visualization Analysis. -- The Multifaceted Impacts of Government Policy on Pharma Firms Based on Forecasting: Insights from a Case Study on Centralized Drug Procurement in China. -- Meta-Analysis of Correlations between Software Engineering Metrics - The case of Java. -- Detection Methods. -- Distribution Adaptive-based Defect Detection Prior to Ship Hull Welding. -- Small Object Detection Algorithm in Aerial Images Based on Multi-Level Feature Fusion. -- Attention-based Early and Late Fusion of Audio Visual for Deepfake Detection. -- A Graph Neural Network Approach for Early Plant Disease Detection. -- Wildfire Smoke Detection based on Motion Aware and Feature Enhancement. -- Underwater Multi-objective Detection by Using Swin Transformer Based YOLO Network. -- Comparative Analysis of YOLOv8 and DeepLabv3+ on WildScenes Dataset: Evaluating mIoU Performance. -- UNet++ cell segmentation and counting algorithm based on morphology and convex hull defect detection.

This two-volume set, CCIS 2356 and CCIS 2357, constitutes the refereed proceedings of the 9th International Conference on Data Mining and Big Data, DMBD 2024, held in Ho Chi Minh City, Vietnam, in December 2024. The 46 full papers presented in these volumes were carefully reviewed and selected from 93 submissions. They are organized under the following topical sections: Part I : Machine Learning Methods; Data Mining Methods; Detection Methods. Part II : Clustering Methods; Knowledge Graph; UAV Applications; Large Languange Models and Applications; Multi-Criterion Models and Applications.

ISBN: 9789819671755$q(electronic bk.)

Standard No.: 10.1007/978-981-96-7175-5doiSubjects--Topical Terms:

592065
Big data
--Congresses.

LC Class. No.: QA76.9.D343

Dewey Class. No.: 006.312

Data mining and big data9th International Conference, DMBD 2024, Ho Chi Minh City, Vietnam, December 13-17, 2024 : proceedings.Part I /
LDR:04101nmm a2200337 a 4500 001 682567
003 DE-He213
005 20250725130258.0
006 m d
007 cr nn 008maaau
008 251209s2025 si s 0 eng d
020 $a 9789819671755$q(electronic bk.)
020 $a 9789819671748$q(paper)
024 7 $a 10.1007/978-981-96-7175-5 $2 doi
035 $a 978-981-96-7175-5
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.9.D343
072 7 $a UB $2 bicssc
072 7 $a COM005000 $2 bisacsh
072 7 $a UX $2 thema
082 0 4 $a 006.312 $2 23
090 $a QA76.9.D343 $b D627 2024
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 1 0 $a Data mining and big data $h [electronic resource] : $b 9th International Conference, DMBD 2024, Ho Chi Minh City, Vietnam, December 13-17, 2024 : proceedings. $n Part I / $c edited by Ying Tan, Yuhui Shi.
260 $a Singapore : $b Springer Nature Singapore : $b Imprint: Springer, $c 2025.
300 $a xix, 315 p. : $b ill., digital ; $c 24 cm.
490 1 $a Communications in computer and information science, $x 1865-0937 ; $v 2356
505 0 $a Machine Learning Methods. -- Firework Swarm Learning (FSL): A Universal Machine Learning Framework. -- AdaBoost Integration Framework Based on Multiple Filters. -- Privacy-Preserving Federated Learning Scheme for Power Loads Forecasting. -- From Big Data to Smart Data: Effective Subset Generation for Machine Learning Model Training. -- RAGtag: A Retrieval-Augmented Generation-Based Topic Modeling Framework. -- A Geographical Location Mining Model for Users on Social Media Platforms. -- Granular-ball Computing based Fireworks Algorithm for Global Optimization of Multi-modal Functions. -- Probabilistic -greedy Strategy for Exploitation in Homogeneous Multi-agent Reinforcement Learning. -- Enterprise Credit Risk Assessment Based on Rotate Forest Feature Transformation and Heterogeneous Ensemble Learning. -- Data Mining Methods. -- A Neural Network Approach for Predicting Crop Import Prices: A Case Study of Qatar. -- Global and Local Enhanced Crow Search Algorithm for Weapon Target Assignment. -- Optimization Algorithm of Corpse Combustion Process Based on Improved Genetic Algorithm. -- Contextual State Pattern Determination-Based Heuristic Program Synthesis. -- Iteratively Measuring Capital Liberalization in Stationary State on PageRank. -- Trends and Developments in Online Education Research from a Highly Cited Literature Perspective: A Bibliometric and Visualization Analysis. -- The Multifaceted Impacts of Government Policy on Pharma Firms Based on Forecasting: Insights from a Case Study on Centralized Drug Procurement in China. -- Meta-Analysis of Correlations between Software Engineering Metrics - The case of Java. -- Detection Methods. -- Distribution Adaptive-based Defect Detection Prior to Ship Hull Welding. -- Small Object Detection Algorithm in Aerial Images Based on Multi-Level Feature Fusion. -- Attention-based Early and Late Fusion of Audio Visual for Deepfake Detection. -- A Graph Neural Network Approach for Early Plant Disease Detection. -- Wildfire Smoke Detection based on Motion Aware and Feature Enhancement. -- Underwater Multi-objective Detection by Using Swin Transformer Based YOLO Network. -- Comparative Analysis of YOLOv8 and DeepLabv3+ on WildScenes Dataset: Evaluating mIoU Performance. -- UNet++ cell segmentation and counting algorithm based on morphology and convex hull defect detection.
520 $a This two-volume set, CCIS 2356 and CCIS 2357, constitutes the refereed proceedings of the 9th International Conference on Data Mining and Big Data, DMBD 2024, held in Ho Chi Minh City, Vietnam, in December 2024. The 46 full papers presented in these volumes were carefully reviewed and selected from 93 submissions. They are organized under the following topical sections: Part I : Machine Learning Methods; Data Mining Methods; Detection Methods. Part II : Clustering Methods; Knowledge Graph; UAV Applications; Large Languange Models and Applications; Multi-Criterion Models and Applications.
650 0 $a Big data $v Congresses. $3 592065
650 1 4 $a Computer and Information Systems Applications. $3 913125
650 2 4 $a Artificial Intelligence. $3 212515
650 2 4 $a Computer Imaging, Vision, Pattern Recognition and Graphics. $3 274492
650 0 $a Data mining $v Congresses. $3 380776
700 1 $a Tan, Ying. $3 310289
700 1 $a Shi, Yuhui. $3 340473
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/10.1007/978-981-96-7175-5
950 $a Computer Science (SpringerNature-11645)