Search Results - "fuzzy clustering"

Fuzzy clustering-based hybrid model proposal on location selection for disaster stations.

Authors: Koçoğlu, Fatma Önay Esnaf, Şakİr

Source: Journal of Industrial & Management Optimization. Nov2025, Vol. 21 Issue 11, p1-25. 25p.

Subject Terms: *MATHEMATICAL optimization, *RESOURCE allocation, *EMERGENCY management, FUZZY clustering technique, GENETIC algorithms, SPATIAL arrangement, HUMANITARIAN assistance

Geographic Terms: TURKEY, ISTANBUL (Turkey)

CD-CLSTM: Intuitionistic Fuzzy C-Means Clustering-Based Online Course Recommendation System Using Integrated Deep Learning Methodology.

Authors: Parvathavarthini, S. Pyingkodi, M. Karthikeyani Visalakshi, N. et al.

Source: International Journal of Information Technology & Decision Making. Jul2025, p1-31. 31p.

Subject Terms: *DATA scrubbing, ONLINE education, FUZZY clustering technique, DEEP learning, FEATURE extraction, OPTIMIZATION algorithms

The Seeding and Bi-Criteria Algorithms for Fuzzy k-Median Problem.

Authors: Jiang, Yiyun Liu, Qian Zhou, Yang et al.

Source: International Journal of Foundations of Computer Science. Aug2025, p1-22. 22p.

Subject Terms: *EMPIRICAL research, CLUSTERING algorithms, FUZZY clustering technique, MULTI-objective optimization

A Combined Approach to Precipitation Forecasting: Enhancing FB–Prophet With Fuzzy Clustering to Capture Sudden Changes and Seasonal Patterns in Climate Data.

Authors: El Motaki, Saloua El‐Fengour, Abdelhak El Motaki, Hanifa

Source: Journal of Forecasting. Sep2025, p1. 15p. 11 Illustrations.

Subject Terms: *FORECASTING methodology, PRECIPITATION forecasting, FUZZY clustering technique, METEOROLOGICAL databases, WATER management, SEASONS, AGRICULTURE, PREDICTION models

Developing an automatic fuzzy clustering algorithm for point data based on the circle similarity and applying to images.

Authors: Le-Dai, Nghiep Thai-Van, Thanh Vo-Van, Tai

Source: Statistics. Dec2025, Vol. 59 Issue 6, p1495-1520. 26p.

Subject Terms: *FUZZY clustering technique, *IMAGE processing, *IMAGE recognition (Computer vision), *OPTIMIZATION algorithms, *VECTOR data

Reviews & Products: MATLAB (Computer software)

Deep Fuzzy Clustering-based Fractional Crayfish Optimization for big data clustering in MapReduce approach.

Authors: Kothapeta, Deepthi Shobha Rani, V. Srilakshmi, V.

Source: Statistics. Dec2025, Vol. 59 Issue 6, p1353-1378. 26p.

Subject Terms: *FUZZY clustering technique, *FRACTIONAL calculus, *CLUSTER analysis (Statistics), *DATA analysis, *FEATURE selection, *DATA transformations (Statistics), *PARALLEL computers, *MATHEMATICAL optimization

Unsupervised classification of graded animal vocalisations using fuzzy clustering.

Authors: Benti, Benjamin Miller, Patrick JO Vester, Heike et al.

Source: Bioacoustics. Dec2025, Vol. 34 Issue 6, p725-752. 28p.

Subject Terms: *BIOACOUSTICS, *FUZZY clustering technique, *PHONETICS, *CEPSTRUM analysis (Mechanics), *AUDITORY perception, *WHALE sounds, *PATTERN perception, *ANIMAL sound production

Fuzzy clustering and dimensionality reduction of a three-way data matrix.

Authors: Bombelli, Ilaria Bottazzi Schenone, Mariaelena Vichi, Maurizio

Source: Statistics. Nov2025, p1-34. 34p. 10 Illustrations.

Subject Terms: *FUZZY clustering technique, *FACTOR analysis, *DIMENSIONAL reduction algorithms, *DATA analysis, *SIMULATION methods & models, *MULTIVARIATE analysis, *DATA structures

An Adaptive Ensemble Surrogate Model Based on Fuzzy C-Means and Its Parallel Infilling Strategy.

Authors: Tingxuan Yang Yujun Lu Wei Zhang et al.

Source: Journal of Mechanical Design. Nov2025, Vol. 147 Issue 11, p1-19. 19p.

Subject Terms: *MULTI-objective optimization, *FUZZY clustering technique, *OPTIMIZATION algorithms, *STATISTICAL reliability, *MATHEMATICAL optimization, *STATISTICAL accuracy

Enhanced anomaly-based network intrusion detection leveraging a modified picture fuzzy clustering approach.

Authors: Seniaray, Sumedha Jindal, Rajni

Source: Cluster Computing. Oct2025, Vol. 28 Issue 7, p1-25. 25p.

Subject Terms: *ANOMALY detection (Computer security), *FUZZY clustering technique, *DATA transformations (Statistics), *MACHINE learning, *INTERNET security, *DATA security failures

Comparative analysis of pseudorange multipath mitigation performance using K-means and Fuzzy c-means clustering techniques.

Authors: Uaratanawong, Valanon Satirapod, Chalermchon

Source: Journal of Applied Geodesy. Oct2025, Vol. 19 Issue 4, p713-735. 23p.

Subject Terms: *K-means clustering, *FUZZY clustering technique, *CLUSTERING algorithms, *GLOBAL Positioning System, *SIGNAL processing, *GEOGRAPHICAL positions

A Robust MR Image Segmentation Method for Enhanced Brain Tumor Detection.

Authors: Zouaoui, Hakima Attia, Abdelouahab Moussaoui, Abdelouahab et al.

Source: Ingénierie des Systèmes d'Information. Apr2025, Vol. 30 Issue 4, p1077-1085. 9p.

Subject Terms: COMPUTER-assisted image analysis (Medicine), FUZZY clustering technique, PARTICLE swarm optimization, CANCER diagnosis, SENSITIVITY & specificity (Statistics), FUZZY decision making

Fuzzy Non-Payment Risk Management Rooted in Optimized Household Consumption Units.

Authors: Izquierdo Llanes, Gregorio Salcedo, Antonio

Source: Risks. Apr2025, Vol. 13 Issue 4, p74. 13p.

Subject Terms: *RISK management in business, *CONSUMPTION (Economics), *DISPOSABLE income, *COVID-19 pandemic, FUZZY clustering technique

Identification of Rock Mass Discontinuity Sets Based on Density Peak Algorithm and Fuzzy C-Means Algorithm.

Authors: Wu, Qiong Kang, Qianqian Tang, Huiming et al.

Source: Rock Mechanics & Rock Engineering. Sep2025, Vol. 58 Issue 9, p10777-10793. 17p.

Subject Terms: *DISCONTINUITIES (Geology), *FUZZY clustering technique, *CLUSTER analysis (Statistics), *GEOLOGICAL formations, *STABILITY criterion, *ENGINEERING firms, *OUTLIER detection, *CLUSTERING algorithms

Overlapping community detection based on bridging structural features and fuzzy C-means.

Authors: Wang, Ailian Li, Mingwu Gao, Xuyang et al.

Source: PLoS ONE. 8/26/2025, Vol. 20 Issue 8, p1-20. 20p.

Subject Terms: *SOCIAL networks, *FUZZY clustering technique, *GRAPH algorithms, *ALGORITHMS, *SOCIAL groups

Semi-Supervised Fuzzy Clustering Based on Prior Membership.

Authors: Hong, Yinghan Zhong, Guoxiang Lian, Jiahao et al.

Source: Mathematics (2227-7390). Aug2025, Vol. 13 Issue 16, p2559. 18p.

Subject Terms: *FUZZY clustering technique, *ENTROPY (Information theory), *SUPERVISED learning, *CLUSTER analysis (Statistics)

Concept learning based on improved FCM- BiLSTM for fuzzy data classification and fusion.

Authors: Niu, Jiaojiao Zuo, Jiankun Tie, Wenyan

Source: Scientific Reports. 8/12/2025, Vol. 15 Issue 1, p1-17. 17p.

Subject Terms: *LONG short-term memory, *FUZZY clustering technique, *COGNITIVE learning theory, *MACHINE learning, *CLASSIFICATION, *FUZZY sets, *DATA mining

Effective and robust clustering for spatiotemporally dependent data.

Authors: Wang, Feiyun Chen, Wangyong Hu, Yao et al.

Source: Metrika. Aug2025, Vol. 88 Issue 6, p1087-1110. 24p.

Subject Terms: *CLUSTERING algorithms, *FUZZY clustering technique, *SIMULATION methods & models, *MATHEMATICAL functions, *SPLINES, *LOCATION data

A Fuzzy MCDM-Based Deep Multi-View Clustering Approach for Large-Scale Multi-View Data Analysis.

Authors: Li, Yueyao Wu, Bin

Source: Symmetry (20738994). Aug2025, Vol. 17 Issue 8, p1253. 20p.

Subject Terms: *FUZZY decision making, *FUZZY clustering technique, *BIG data, *DATA analysis, *EVALUATION methodology, *DECISION making, *CLUSTER analysis (Statistics)

A Bridge Crack Segmentation Algorithm Based on Fuzzy C-Means Clustering and Feature Fusion.

Authors: Yao, Yadong Zhang, Yurui Liu, Zai et al.

Source: Sensors (14248220). Jul2025, Vol. 25 Issue 14, p4399. 29p.

Subject Terms: *IMAGE segmentation, *FUZZY clustering technique, *SENSITIVITY & specificity (Statistics), *MULTISENSOR data fusion, *IMAGE processing