Search Results - "Supervised learning"

Toward Replication-Robust Analytics Markets.

Authors: Falconer, Thomas Kazempour, Jalal Pinson, Pierre

Source: INFORMS Journal on Data Science. Apr/May2026, Vol. 5 Issue 2, p155-170. 16p.

Large-Scale Airline Crew Recovery Using Mixed-Integer Optimization and Supervised Machine Learning.

Authors: Hızır, Ahmet Esat Barnhart, Cynthia Vaze, Vikrant

Source: Transportation Science (INFORMS). Mar/Apr2026, Vol. 60 Issue 2, p177-196. 20p.

Analysis of Warehouse Locations in the Cold Chain: A Hybrid Approach with Principal Component Analysis and Supervised Learning: Towards a More Efficient and Resilient Logistics.

Authors: Asri, Ouamima El Hammou, Hachmi El Ouaazizi, Aziza et al.

Source: EPJ Web of Conferences. 6/24/2026, Vol. 374, p1-6. 6p.

Optimized supervised machine learning for accurate prediction of periods in Türkiye's heritage minarets.

Authors: Tran, Chon Nguyen, Nhan Thanh Vu Le, Duong Thai et al.

Source: Bulletin of Earthquake Engineering. May2026, Vol. 24 Issue 5, p2685-2708. 24p.

Subject Terms: *Supervised learning, *Structural stability, *Masonry, *Historic buildings, *Earthquake damage

Geographic Terms: Turkey

U2S-HS: Unsupervised-to-Supervised Haze Stratification for Adaptive Dehazing with Multi-Profile EDCP.

Authors: Hafidh, Fathul Shidik, Guruh Fajar Syukur, Abdul et al.

Source: IAENG International Journal of Computer Science; Jul2026, Vol. 53 Issue 7, p2834-2851, 18p

An intelligent multilane roadway recognition method based on pseudo-tagging.

Authors: Huang, Zhekun Qian, Haizhong Cai, Zhongxiang et al.

Source: Cartography & Geographic Information Science. Jul2026, Vol. 53 Issue 4, p449-464. 16p.

Evaluating machine learning algorithms at predicting developmental trajectories using sequential dataset truncation of voluntary alcohol consumption in adolescent mice.

Authors: Yu, Nathan Buyske, Steven Qureshi, Uthman et al.

Source: PLoS ONE. 6/22/2026, Vol. 21 Issue 6, p1-15. 15p.

Semi-Supervised Domain Adaptation Networks for Self-Adaptive Identification of Grouting Sleeve Internal Defect.

Authors: Xie, Yajuan Liao, Yangyang Li, Xianzhi et al.

Source: Buildings (2075-5309); Jun2026, Vol. 16 Issue 11, p2223, 24p

A 'divide and conquer' reject inference approach leveraging graph-based semi-supervised learning.

Authors: Wu, Zongxiao Dong, Yizhe Li, Yaoyiran et al.

Source: Annals of Operations Research; Jun2026, Vol. 361 Issue 1, p383-412, 30p

Adversarial CAM Guidance for Chest X-Ray Classification: Reducing Framing Sensitivity with Mask Supervision.

Authors: Batchuluun, Ganbayar Lee, Sung Jae Im, Su Jin et al.

Source: Biomimetics (2313-7673). Jun2026, Vol. 11 Issue 6, p409. 23p.

Comprehensive Evaluation Method Based on Principal Component Analysis and Class Coverage Discriminant Analysis.

Authors: Chen, Min Huang, Liwen Seikh, Mijanur Rahaman

Source: Discrete Dynamics in Nature & Society; 5/24/2026, Vol. 2026, p1-9, 9p

Supervised machine learning computing paradigm of energy activation for magnetic nanofluid flow via porous surface with nonlinear variant viscosity.

Authors: Alhubieshi, Neissrien Khan, Rafaqat Ali Khan, Abbas et al.

Source: Discover Nano; 5/12/2026, Vol. 21 Issue 1, p1-24, 24p

A Deep Discriminative Multiple Canonical Correlation Algorithm for Multimodal Feature Representation Learning.

Authors: Liang, Peng Tian, Jingchao Mishra, Pramita

Source: Advances in Multimedia; 5/7/2026, Vol. 2026, p1-9, 9p

Improving rotating machinery fault diagnosis across heterogeneous machines with domain adversarial perturbation in semi-supervised domain adaptation scenario.

Authors: Yang, Yujun Kataoka, Jun Yun, Sang-Hyuk et al.

Source: Journal of Intelligent Manufacturing; May2026, Vol. 37 Issue 5, p2115-2128, 14p

A Contrastive Multi-Modal Time-Frequency Swin Transformer Network for Semi-Supervised Mechanical Equipment Fault Diagnosis.

Authors: Wu, Na Song, Hao Yang, Jianwei et al.

Source: Applied Sciences (2076-3417); May2026, Vol. 16 Issue 9, p4333, 22p

CoDA: A Cognitive-Inspired Approach for Domain Adaptation.

Authors: Gemirter, Cavide Balkı Korkmaz, Emin Erkan Goularas, Dionysis

Source: Applied Sciences (2076-3417); May2026, Vol. 16 Issue 9, p4115, 33p

Learning input-output fuzzy matrices from sensor data via Gaussian fuzzification.

Authors: He, Xiefei Yu, Tao He, Zicong et al.

Source: Electronic Research Archive. 2026, Vol. 34 Issue 5, p1-19. 19p.

基于结构引导与伪标签可靠性策略的半监督医学图像分割.

Alternate Title: Semi-supervised medical image segmentation based on structure guidance and pseudo-label reliability strategy.

Authors: 黄鹏辉 黄国恒 程良伦 et al.

Source: Application Research of Computers / Jisuanji Yingyong Yanjiu. May2026, Vol. 43 Issue 5, p1553-1560. 8p.

A Reproducible Benchmarking Methodology for Machine Learning Hardware: Performance–Energy Trade-Offs from GPUs to Apple Silicon.

Authors: Sierra-Herrera, Oscar H. Niño, Mario Eduardo González Correa, Edwin Francis Cárdenas et al.

Source: Algorithms. May2026, Vol. 19 Issue 5, p363. 41p.

A Review and Experimental Analysis of Supervised Learning Systems and Methods for Protein–Protein Interaction Detection.

Authors: Taha, Kamal¹ (AUTHOR)

Source: International Journal of Molecular Sciences. May2026, Vol. 27 Issue 9, p4094. 57p.