Search Results - "Granular computing"

Partial Multi-Label Feature Selection via Entropy-Weighted Multi-Scale Neighborhood Granular Label Distribution Learning.

Authors: Cao, Yifan Li, Mao Wang, Cong et al.

Source: Entropy. Apr2026, Vol. 28 Issue 4, p422. 24p.

A fast granular ellipsoid-based density peaks clustering algorithm for large-scale data.

Authors: Liu, Shihu Li, Shuang Yu, Fusheng

Source: AIMS Mathematics. 2026, Vol. 11 Issue 3, p1-39. 39p.

Electric-load forecasting using interval models based on granularity and justifiable principles.

Authors: Al-Hmouz, Rami Mansouri, Majdi Al-Badi, Abdullah et al.

Source: Scientific Reports. 2/27/2026, Vol. 16 Issue 1, p1-14. 14p.

Interpretable and Robust Online Self-Organizing Granule-Based Fuzzy Rule Classification for Data Stream.

Authors: Wen, Kehao Zhao, Tao

Source: International Journal of Fuzzy Systems. Feb2026, Vol. 28 Issue 1, p382-396. 15p.

Anomaly Detection Based on Hybrid Kernelized Fuzzy Density.

Authors: Luo, Kaitian Lei, Shenhong Li, Chaoqing et al.

Source: Symmetry (20738994). Jan2026, Vol. 18 Issue 1, p192. 18p.

Fake News Detection in Short Videos by Integrating Semantic Credibility and Multi-Granularity Contrastive Learning.

Authors: Yang, Yukun Shi, Xiwei Li, Haoxu et al.

Source: Applied Sciences (2076-3417); Dec2025, Vol. 15 Issue 23, p12621, 29p

An Outlier Detection Algorithm Based on Multimodal Granular Distances.

Authors: Huang, Tiancai Zhang, Shiwang Luo, Hao et al.

Source: Mathematics (2227-7390). Sep2025, Vol. 13 Issue 17, p2812. 16p.

Knowledge Extraction From Big Data Using Feature Classification and Ensemble Learning With Granular Computing.

Authors: Nematpour, Mohammad Mahan, Farnaz Pedrycz, Witold et al.

Source: IET Software (Wiley-Blackwell). 4/15/2026, Vol. 2026, p1-20. 20p.

Structure identification of missing data: a perspective from granular computing.

Authors: Shen, Yinghua Zhao, Dan Hu, Xingchen et al.

Source: Soft Computing - A Fusion of Foundations, Methodologies & Applications. Mar2026, Vol. 30 Issue 3, p1913-1931. 19p.

Subjects: Missing data (Statistics), Granular computing, Fuzzy clustering technique, Data structures, Clustering algorithms, Statistics

A new deep learning model for short term electricity load forecasting using fuzzy granulation and attention mechanism to support clean energy systems.

Authors: Kaptan, İlayda Aksu, İnayet Özge

Source: Advances in Mechanical Engineering (Sage Publications Inc.). Mar2026, Vol. 18 Issue 3, p1-22. 22p.

Subjects: Load forecasting (Electric power systems), Granular computing, Deep learning, Machine learning, Global optimization, Forecasting, Clean energy

Geographic Terms: Turkey

A Generalized Multigranulation Rough Set Model by Synthesizing Optimistic and Pessimistic Attitude Preferences.

Authors: Wang, Hongwei Zhi, Huilai Li, Yinan et al.

Source: Mathematics (2227-7390). May2025, Vol. 13 Issue 9, p1367. 24p.

Low-Complexity Microclimate Classification in Smart Greenhouses: A Fuzzy-Neural Approach.

Authors: Bua, Cristian Fiorini, Francesco Pagano, Michele et al.

Source: Future Internet. May2025, Vol. 17 Issue 5, p214. 16p.

Enhancing the safety performance of EOT crane operations by integrating VR training and granular safety function deployment.

Authors: Garg, Ashish Dhalmahapatra, Krantiraditya Verma, Abhishek et al.

Source: International Journal of Injury Control & Safety Promotion. Jun2026, Vol. 33 Issue 2, p202-218. 17p.

Study on Prediction of Ladle Furnace Refining End-Point Slag Composition Based on Machine Learning.

Authors: Lan, Mo Chen, Hong-zhi Xin, Zi-cheng et al.

Source: Metallurgical & Materials Transactions. Part B; Jun2026, Vol. 57 Issue 6, p3194-3210, 17p

A Quantum-Probability-Inspired Complex-Valued Model for Multilingual Stance Detection.

Authors: Ahmadi, Muhammad Ebrahim Hosseini, Monireh

Source: Machine Learning & Knowledge Extraction; May2026, Vol. 8 Issue 5, p132, 26p

Interval-valued fuzzy rough sets based on interval overlap and grouping functions with their applications to new energy vehicle selection.

Authors: Jiang, Haibo Zhang, Kai

Source: Computational & Applied Mathematics; May2026, Vol. 45 Issue 4, p1-40, 40p

Microfinance institutions failure prediction in emerging countries, a machine learning approach.

Authors: Garcia-Lopez, Yvan J. Marquez, Patricia Henostroza Morales, Nicolas Nuñez

Source: PLoS ONE. 4/24/2025, Vol. 20 Issue 4, p1-17. 17p.

Surface EMG Sensing and Granular Gesture Recognition for Rehabilitative Pouring Tasks: A Case Study.

Authors: Zhang, Congyi Zhou, Dalin Fang, Yinfeng et al.

Source: Biomimetics (2313-7673). Apr2025, Vol. 10 Issue 4, p229. 19p.

Approximate Description of Indefinable Granules Based on Classical and Three-Way Concept Lattices.

Authors: Wang, Hongwei Zhi, Huilai Li, Yinan

Source: Mathematics (2227-7390). Feb2025, Vol. 13 Issue 4, p672. 27p.

Improving patient's medical history classification using a feature construction approach based on situation awareness and granular computing.

Authors: Lepore, Mario Plenzich, Elvira Tufano, Roberto et al.

Source: Neural Computing & Applications; Dec2024, Vol. 36 Issue 35, p22461-22484, 24p