Výsledky vyhledávání - supervised clustering-labeling method

Unsupervised selective labeling for semi-supervised industrial defect detection

Autoři: Jian Ge Qin Qin Shaojing Song a další

Zdroj: Journal of King Saud University: Computer and Information Sciences, Vol 36, Iss 8, Pp 102179- (2024)

Témata: Semi-supervised learning, Unsupervised spectral clustering labeling, Industrial defect detection, Electronic computers. Computer science, QA75.5-76.95

Popis souboru: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S1319157824002684; https://doaj.org/toc/1319-1578

Přístupová URL adresa: https://doaj.org/article/0c4a0210eea846ec8f9e8c7b937291ad

Clustering Algorithms and RAG Enhancing Semi-Supervised Text Classification with Large LLMs.

Autoři: Zhong, Shan Zeng, Jiahao Yu, Yongxin a další

Zdroj: International Journal of Data Science & Analytics; Nov2025, Vol. 20 Issue 6, p5377-5398, 22p

Clustering Algorithms and RAG Enhancing Semi-Supervised Text Classification with Large LLMs

Autoři: Zhong, Shan Zeng, Jiahao Yu, Yongxin a další

Témata: Computer Science - Computation and Language, Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/2411.06175

Unsupervised selective labeling for semi-supervised industrial defect detection.

Autoři: Ge, Jian Qin, Qin Song, Shaojing a další

Zdroj: Journal of King Saud University - Computer & Information Sciences. Oct2024, Vol. 36 Issue 8, pN.PAG-N.PAG. 1p.

Témata: Metallic surfaces, Printed circuits, Surface defects, Annotations, Integrals

TopicFFCA: A short-text topic-detection approach by fuzzy formal concept analysis.

Autoři: Mottaghinia, Zeynab Feizi-Derakhshi, Mohammad-Reza Salehpour, Pedram

Zdroj: Cluster Computing; Nov2025, Vol. 28 Issue 14, p1-17, 17p

Témata: SOCIAL media, MACHINE learning, CONTENT analysis, INFORMATION storage & retrieval systems, KEYWORD searching

Optimizing Tuition Fee Determination with K-Means Cluster Relabeling Based on Centroid Mapping of Principal Component Pattern.

Autoři: Yustanti, Wiyli Nurhidayat, Andi Iwan Java, Muhammad Iskandar

Zdroj: Journal of Information Systems Engineering & Business Intelligence; Oct2025, Vol. 11 Issue 3, p445-458, 14p

From Clusters to Communities: Enhancing Wetland Vegetation Mapping Using Unsupervised and Supervised Synergy.

Autoři: Wen, Li Ryan, Shawn Powell, Megan a další

Zdroj: Remote Sensing; Jul2025, Vol. 17 Issue 13, p2279, 22p

Témata: VEGETATION mapping, WETLANDS, SAMPLING (Process), REMOTE sensing, HYDROLOGY, RANDOM forest algorithms, NATURE conservation

Geografický termín: AUSTRALIA

A Hybrid Deep Learning-Based Architecture for Network Traffic Anomaly Detection via EFMS-Enhanced KMeans Clustering and CNN-GRU Models.

Autoři: Quirumbay Yagual, Daniel Fernández Iglesias, Diego Nóvoa, Francisco J.

Zdroj: Applied Sciences (2076-3417); Oct2025, Vol. 15 Issue 20, p10889, 29p

Témata: ANOMALY detection (Computer security), DEEP learning, INTERNET security, DATA security failures, CLUSTERING algorithms, COMPUTER network traffic

Synthesizing class labels for highly imbalanced credit card fraud detection data.

Autoři: Kennedy, Robert K. L. Villanustre, Flavio Khoshgoftaar, Taghi M. a další

Zdroj: Journal of Big Data; 3/9/2024, Vol. 11 Issue 1, p1-22, 22p

Témata: CREDIT card fraud, FRAUD investigation, MACHINE learning, FOOD inspection, SUPERVISED learning

Capturing the diversity of mesoscale trade wind cumuli using complementary approaches from self-supervised deep learning

Autoři: Dwaipayan Chatterjee Sabrina Schnitt Paula Bigalke a další

Zdroj: Geophysical Research Letters, Vol 51, Iss 12, Pp n/a-n/a (2024)

Témata: QC801-809, 13. Climate action, self‐supervision, cloud variability, Geophysics. Cosmic physics, tropical clouds, mesoscale cloud organization, cloud system transition, artificial intelligence

Přístupová URL adresa: https://doaj.org/article/63afd1cfc0334c5fb9aee97fb37b9651

An unsupervised software bug count prediction model based on selected software metrics.

Autoři: Kumar, Rakesh Chaturvedi, Amrita

Zdroj: Applied Intelligence; Jul2025, Vol. 55 Issue 10, p1-27, 27p

The impact of unsupervised feature selection techniques on the performance and interpretation of defect prediction models.

Autoři: Li, Zhiqiang Zhu, Wenzhi Zhang, Hongyu a další

Zdroj: Automated Software Engineering; Nov2025, Vol. 32 Issue 2, p1-48, 48p

Semi-supervised clustering with deep metric learning and graph embedding.

Autoři: Li, Xiaocui Yin, Hongzhi Zhou, Ke a další

Zdroj: World Wide Web; Mar2020, Vol. 23 Issue 2, p781-798, 18p

Témata: DEEP learning, SOCIAL networks

Artificial neural networks for data mining in animal sciences.

Autoři: Hamadani, Ambreen Ganai, Nazir Ahmad Bashir, Janibul

Zdroj: Bulletin of the National Research Centre; 5/16/2023, Vol. 47 Issue 1, p1-8, 8p

Témata: ARTIFICIAL neural networks, DATA mining, ANIMAL science, SUPERVISED learning, PATTERN recognition systems, DATABASE management

Efficient UAV-Based Automatic Classification of Cassava Fields Using K-Means and Spectral Trend Analysis.

Autoři: Boonrang, Apinya Piyatadsananon, Pantip Sritarapipat, Tanakorn

Zdroj: AgriEngineering; Dec2024, Vol. 6 Issue 4, p4406-4424, 19p

Témata: AGRICULTURAL drones, IMAGE recognition (Computer vision), AUTOMATIC classification, SOIL classification, DRONE aircraft

Analog LSI design of data clustering/labeling method in speech recognition system.

Autoři: Miyanaga, Y. Kabasawa, M. Gozen, S. a další

Zdroj: Proceedings of 2001 International Symposium on Intelligent Multimedia, Video & Speech Processing. ISIMP 2001 (IEEE Cat. No.01EX489); 2001, p563-566, 4p

ConCPDP: A Cross‐Project Defect Prediction Method Integrating Contrastive Pretraining and Category Boundary Adjustment.

Autoři: Song, Hengjie Pan, Yufei Guo, Feng a další

Zdroj: IET Software (Wiley-Blackwell); 11/13/2024, Vol. 2024, p1-19, 19p

Témata: DATA augmentation, FEATURE extraction, COMPUTER software testing, STATISTICAL correlation, PREDICTION models, DEEP learning

Unsupervised Bug Report Categorization Using Clustering and Labeling Algorithm.

Autoři: Limsettho, Nachai Hata, Hideaki Monden, Akito a další

Zdroj: International Journal of Software Engineering & Knowledge Engineering; Sep2016, Vol. 26 Issue 7, p1027-1053, 27p

Témata: SUPERVISED learning, ALGORITHMS, SOFTWARE engineering, DEBUGGING, NATURAL language processing

An Unsupervised Software Fault Prediction Approach Using Threshold Derivation.

Autoři: Kumar, Rakesh Chaturvedi, Amrita Kailasam, Lakshmanan

Zdroj: IEEE Transactions on Reliability; Jun2022, Vol. 71 Issue 2, p911-932, 22p

Témata: RANDOM forest algorithms, COMPUTER software quality control, SOFTWARE measurement, SOFTWARE maintenance, COMPUTER software, FORECASTING

Deep Vision Multimodal Learning: Methodology, Benchmark, and Trend.

Autoři: Chai, Wenhao Wang, Gaoang

Zdroj: Applied Sciences (2076-3417); Jul2022, Vol. 12 Issue 13, pN.PAG-N.PAG, 26p

Témata: VISUAL learning, MULTIMODAL user interfaces, DEEP learning, FEATURE extraction, VISION, SUPERVISED learning, CELL aggregation