Overlapping Granular Clustering: Application in Fuzzy Rule-Based Classification

QR Code

Overlapping Granular Clustering: Application in Fuzzy Rule-Based Classification

A clustering technique often aims to create a number of disjoint clusters or granules, in which an element or instance is only permitted to belong to one cluster. However, the majority of real-world data sets have information that overlaps, causing specific data objects or patterns to belong to mult...

书目详细资料
发表在:	RECENT ADVANCES ON SOFT COMPUTING AND DATA MINING, SCDM 2024
Main Authors:	Muda, Muhammad Zaiyad; Panoutsos, George
格式:	Proceedings Paper
语言:	English
出版:	SPRINGER INTERNATIONAL PUBLISHING AG 2024
主题:	Computer Science
在线阅读:	https://www-webofscience-com.uitm.idm.oclc.org/wos/woscc/full-record/WOS:001324620600009

相似书籍

Consensus clustering and fuzzy classification for breast cancer prognosis
由: Garibaldi J.M.; Soria D.; Rasmani K.A.
出版: (2010)

DIABETES DIAGNOSIS AND LEVEL OF CARE FUZZY RULE-BASED MODEL UTILIZING SUPERVISED MACHINE LEARNING FOR CLASSIFICATION AND PREDICTION
由: Mohd Aris T.N.; Bakar A.A.; Mahiddin N.; Zolkepli M.
出版: (2024)

Improving clustering-based and adaptive position-aware interpolation oversampling for imbalanced data classification
由: Wang, et al.
出版: (2024)

Power Quality Conditioning due to Flickering Loads with Shunt Active Power Filter using Fuzzy-Granular Controller Method
由: Hannoon N.M.S.; Ananth D.V.N.; Hiday N.; Chowdary P.S.R.; Chakravarthy V.V.S.S.S.
出版: (2021)

Improving clustering-based and adaptive position-aware interpolation oversampling for imbalanced data classification
由: Wang Y.; Rosli M.M.; Musa N.; Wang L.
出版: (2024)

Composition of overlapping protein-protein and protein-ligand interfaces
由: 2-s2.0-84951058673
出版: (2015)

Modelling Baby's Health Management System Using Rule-Based Algorithm
由: 2-s2.0-85137675524
出版: (2022)

Clinical Spasticity Assessment Assisted by Machine Learning Methods and Rule-Based Decision
由: Yee J.; Low C.Y.; Mohamad Hashim N.; Che Zakaria N.A.; Johar K.; Othman N.A.; Chieng H.H.; Hanapiah F.A.
出版: (2023)

Electrospun granular hollow SnO2 nanofibers hydrogen gas sensors operating at low temperatures
由: 2-s2.0-84894103050
出版: (2014)

Element of swine from the perspective of fiqh ruling and fatwa in Malaysia
由: Azri B.; Mohammad Mahyuddin K.; Luqman A.; Mohd Ashrof Zaki Y.; Mohd Dasuqkhi M.S.; Mohd Solahuddin S.
出版: (2017)

Asia-Pacific guidelines for managing functional dyspepsia overlapping with other gastrointestinal symptoms
由: 2-s2.0-85143402646
出版: (2023)

A novel microgrid fault detection and classification method using maximal overlap discrete wavelet packet transform and an augmented Lagrangian particle swarm optimization-support vector machine
由: Ahmadipour M.; Othman M.M.; Bo R.; Salam Z.; Ridha H.M.; Hasan K.
出版: (2022)

An Advanced Deep Learning Framework for Skin Cancer Classification
由: Khan, et al.
出版: (2025)

A review of artificial neural network learning rule based on multiple variant of conjugate gradient approaches
由: 2-s2.0-85087942491
出版: (2020)

Irritable bowel syndrome and inflammatory bowel disease overlap syndrome: Pieces of the puzzle are falling into place
由: 2-s2.0-85006062750
出版: (2016)

Association rule mining for identification of port state control patterns in Malaysian ports
由: 2-s2.0-85092384345
出版: (2021)

Application of Fuzzy-AHP in GIS in Finding E-Scooter Trail for Street Art
由: Annuar, et al.
出版: (2025)

Feature Substitution Using Latent Dirichlet Allocation for Text Classification
由: Mathivanan, et al.
出版: (2025)

Hybrid of the lee-carter model with maximum overlap discrete wavelet transform filters in forecasting mortality rates
由: Yaacob N.A.; Jaber J.J.; Pathmanathan D.; Alwadi S.; Mohamed I.
出版: (2021)

Recommender System for Book Review based on Clustering Algorithms
由: Udariansyah D.; Kurniawan T.B.; Dewi D.A.; Zakaria M.Z.; Hanan N.S.B.A.
出版: (2025)

Synergic ranking of fuzzy Z-numbers based on vectorial distance and spread for application in decision-making
由: Alam N.M.F.H.N.B.; Khalif K.M.N.K.; Jaini N.I.
出版: (2023)

The Application of Z-Numbers in Fuzzy Decision Making: The State of the Art
由: Alam N.M.F.H.N.B.; Ku Khalif K.M.N.; Jaini N.I.; Gegov A.
出版: (2023)

Fuzzy and LDR Based Sun Follower System
由: 2-s2.0-85185228073
出版: (2023)

Sustainability of Energy Conservation in HVAC System Using Fuzzy Logic
由: Azmi, et al.
出版: (2024)

Kansei affinity cluster for affective product design
由: 2-s2.0-79952854468
出版: (2010)

Designing the Hierarchical Fuzzy Systems Via FuzzyR Toolbox
由: Razak T.R.; Chen C.; Garibaldi J.M.; Wagner C.
出版: (2021)

Working Memory Performance Classification in Children Using Electroencephalogram (EEG) and VGGNet
由: Abidin, et al.
出版: (2024)

Fuzzy weak autocatalytic set for decision making and its application to the project manager selection
由: 2-s2.0-85218914221
出版: (2025)

Application of the fuzzy min-max neural network to fault detection and diagnosis of induction motors
由: 2-s2.0-84888823881
出版: (2013)

Mahalanobis distance-based grey correlation analysis method for MADM under q-Rung orthopair hesitant fuzzy information on the lung cancer screening
由: Chen, et al.
出版: (2025)

Geo-uninorm consistency control module for preference similarity network hierarchical clustering based consensus model
由: Kamis N.H.; Chiclana F.; Levesley J.
出版: (2018)

Segmentation of tuberculosis bacilli in Ziehl-Neelsen-stained tissue images based on K-mean clustering procedure
由: Osman M.K.; Mashor M.Y.; Saad Z.; Jaafar H.
出版: (2010)

Performance comparison of clustering and thresholding algorithms for tuberculosis bacilli segmentation
由: Osman M.K.; Mashor M.Y.; Jaafar H.
出版: (2012)

Classification Of Defect And Non-Defect Durian Using Image Processing Technique
由: Khazri, et al.
出版: (2024)

Synthesis of novel N-(1,3-thiazol-2-yl)benzamide clubbed oxadiazole scaffolds: Urease inhibition, Lipinski rule and molecular docking analyses
由: 2-s2.0-85054810473
出版: (2019)

An influence-driven feedback system for preference similarity network clustering based consensus group decision making model
由: 2-s2.0-85062909184
出版: (2019)

Z-score functions of dual hesitant fuzzy set and its applications in multi-criteria decision making
由: 2-s2.0-85105675838
出版: (2021)

The loading effect of Pt clusters on Pt/graphene nano sheets catalysts
由: 2-s2.0-85099935755
出版: (2021)

Safety Evaluation of Insufficient Lining Thickness Based on Fuzzy Comprehensive Evaluation in Tunnel
由: Wang Y.; Mansor H.; Krishta David T.
出版: (2024)

SCIENCE MAPPING OF RESEARCH CLUSTERS AND CORE RESEARCH AREAS IN REMOVABLE PARTIAL DENTURES
由: 2-s2.0-85188801416
出版: (2024)