Journal ArticleDOI
FuBiNFS – fuzzy biclustering neuro-fuzzy system
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TLDR
In this article , a fuzzy biclustering algorithm was proposed to group both objects and attributes in fuzzy clusters, which can lead to better generalization and lower data prediction errors.About:
This article is published in Fuzzy Sets and Systems.The article was published on 2022-06-01. It has received 4 citations till now. The article focuses on the topics: Subspace topology & Fuzzy classification.read more
Citations
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Journal ArticleDOI
Healthcare Biclustering-Based Prediction on Gene Expression Dataset
Madupu Ramkumar,N. Basker,D. Pradeep,Ramesh T. Prajapati,N R Yuvaraj,R. Arshath Raja,Chalumuru Suresh,R. Vignesh,U. Barakkath Nisha,Kannan Srihari,Assefa Alene +10 more
TL;DR: The results show that proposed FCM blustering method has higher average match score, and reduced run time proposedFCM than the existing PSO-SA and fuzzy logic healthcare biclustering methods.
Journal ArticleDOI
3WDNFS - Three-way decision neuro-fuzzy system for classification
TL;DR: In this article , a cascade of neuro-fuzzy classifiers is used to elaborate interpretable fuzzy models, which are composed of fuzzy rules that can be interpreted linguistically by humans.
Journal ArticleDOI
Machine learning-based fatigue life prediction of metal materials: Perspectives of physics-informed and data-driven hybrid methods
TL;DR: In this paper , a comprehensive overview of data-driven approaches and their modeling process is provided, and the authors elaborate the HPDM according to the combination of physical and data driven models, then systematically review its application in fatigue life prediction.
Book ChapterDOI
Optimization of Palm Oil Mill Effluent (POME) Solubilization Using Linguistic Fuzzy Logic and Machine Learning Techniques
TL;DR: In this article , a type-2 fuzzy logic controller (T2FLC) has been used to optimize the solubilization of POME, and the effect of reaction time, NaOH concentration, and temperature on the solUBILization has been evaluated.
References
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Journal ArticleDOI
Fuzzy identification of systems and its applications to modeling and control
T. Takagi,Michio Sugeno +1 more
TL;DR: A mathematical tool to build a fuzzy model of a system where fuzzy implications and reasoning are used is presented and two applications of the method to industrial processes are discussed: a water cleaning process and a converter in a steel-making process.
Journal ArticleDOI
ANFIS: adaptive-network-based fuzzy inference system
TL;DR: The architecture and learning procedure underlying ANFIS (adaptive-network-based fuzzy inference system) is presented, which is a fuzzy inference System implemented in the framework of adaptive networks.
Journal ArticleDOI
An Experiment in Linguistic Synthesis with a Fuzzy Logic Controller
E.H. Mamdani,S. Assilian +1 more
TL;DR: Fuzzy logic is used to convert heuristic control rules stated by a human operator into an automatic control strategy, and the control strategy set up linguistically proved to be far better than expected in its own right.
Journal ArticleDOI
Oscillation and Chaos in Physiological Control Systems
Michael C. Mackey,Leon Glass +1 more
TL;DR: First-order nonlinear differential-delay equations describing physiological control systems displaying a broad diversity of dynamical behavior including limit cycle oscillations, with a variety of wave forms, and apparently aperiodic or "chaotic" solutions are studied.
Journal ArticleDOI
Structure identification of fuzzy model
Michio Sugeno,G. T. Kang +1 more
TL;DR: The problems of structure identification of a fuzzy model are formulated and an algorithm for identifying a structure is suggested and a successive identification algorithm of the parameters is suggested.