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| Link zu diesem Datensatz | https://d-nb.info/1372460985 |
| Art des Inhalts | Konferenzschrift |
| Titel | Data Mining and Big Data : 9th International Conference, DMBD 2024, Ho Chi Minh City, Vietnam, December 13–17, 2024, Proceedings, Part I / edited by Ying Tan, Yuhui Shi |
| Person(en) |
Tan, Ying (Herausgeber) Shi, Yuhui (Herausgeber) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 1st ed. 2025 |
| Verlag | Singapore : Springer Nature Singapore, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2025 |
| Umfang/Format | Online-Ressource, XIX, 315 p. 138 illus., 123 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-981-9671-74-8 Printed edition:: ISBN: 978-981-9671-76-2 |
| Inhalt | -- 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 |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2507260409433.489751760421 DOI: 10.1007/978-981-96-7175-5 |
| URL | https://doi.org/10.1007/978-981-96-7175-5 |
| ISBN/Einband/Preis | 978-981-96-7175-5 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Communications in Computer and Information Science ; 2356 |
| DDC-Notation | 006.3 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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