AIMC Topic: Fuzzy Logic

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An Information Fusion System-Driven Deep Neural Networks With Application to Cancer Mortality Risk Estimate.

IEEE transactions on neural networks and learning systems Feb 6, 2025
Next-generation sequencing (NGS) genomic data offer valuable high-throughput genomic information for computational applications in medicine. Using genomic data to identify disease-associated genes to estimate cancer mortality risk remains challenging...
Deep Learning Genomics Risk Assessment Neoplasms Fuzzy Logic High-Throughput Nucleotide Sequencing Squamous Cell Carcinoma of Head and Neck Head and Neck Neoplasms Humans Neural Networks, Computer
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Adaptive enhancement of shoulder x-ray images using tissue attenuation and type-II fuzzy sets.

PloS one Feb 6, 2025
Shoulder X-ray images typically have low contrast and high noise levels, making it challenging to distinguish and identify subtle anatomical structures. While existing image enhancement techniques are effective in improving contrast, they often overl...
Radiographic Image Enhancement Humans Shoulder Algorithms Image Processing, Computer-Assisted Fuzzy Logic
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Fuzzy spatiotemporal event-triggered control for the synchronization of IT2 T-S fuzzy CVRDNNs with mini-batch machine learning supervision.

Neural networks : the official journal of the International Neural Network Society Feb 5, 2025
This paper is centered on the development of a fuzzy memory-based spatiotemporal event-triggered mechanism (FMSETM) for the synchronization of the drive-response interval type-2 (IT2) Takagi-Sugeno (T-S) fuzzy complex-valued reaction-diffusion neural...
Algorithms Computer Simulation Machine Learning Fuzzy Logic Supervised Machine Learning Humans Neural Networks, Computer
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Chan-Vese aided fuzzy C-means approach for whole breast and fibroglandular tissue segmentation: Preliminary application to real-world breast MRI.

Medical physics Feb 5, 2025
BACKGROUND: Magnetic resonance imaging (MRI) is a highly sensitive modality for diagnosing breast cancer, providing an expanding range of clinical usages that are crucial for the care of women at elevated risk of breast cancer development. Segmentati...
Humans Female Fuzzy Logic Breast Image Processing, Computer-Assisted Magnetic Resonance Imaging Breast Neoplasms
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Decoupled level and flow rate control of a two-tank system in beverage production: A comparative analysis of Fuzzy-PID and GA-PID for minimum time operation.

PloS one Feb 5, 2025
Due to the nonlinear characteristics of the valves and the interactions between the controlled variables, designing a control system for coupled tanks is a difficult task. This paper deals with the comparative study between Fuzzy-PID and GA-PID contr...
Fuzzy Logic Computer Simulation Algorithms Beverages Models, Theoretical
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Fuzzy Set Theory Applied on Autometrized Algebra.

F1000Research Feb 4, 2025
This paper introduces fuzzy subalgebras of autometrized algebras and studies their properties. Also, we present fuzzy ideals of autometrized algebras and provide examples to illustrate our findings. We examine the homomorphisms of both the images and...
Algorithms Fuzzy Logic Mathematics
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Chaotic gradient based optimization with fuzzy temporal optimized CNN for heart failure prediction.

Scientific reports Jan 31, 2025
Heart failure is a leading cause of premature death, especially among individuals with a sedentary lifestyle. Early and accurate detection is essential to prevent the progression of this situation. However, many existing prediction systems failed to ...
Algorithms Electronic Health Records Fuzzy Logic Neural Networks, Computer Heart Failure Humans Machine Learning
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Optimal selection of diagnostic method for diabetes mellitus using complex bipolar fuzzy dynamic data.

Scientific reports Jan 31, 2025
Diabetes mellitus refers to a collection of metabolic disorders that affect the way carbohydrates are processed in the body. It is a prominent worldwide health issue. Precise and reliable decision-making methods are critical for identifying the most ...
Fuzzy Logic Algorithms Diabetes Mellitus Humans
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The intuitionistic fuzzy linguistic assessment of forest soil quality with multi-granularity qualitative information.

Environmental monitoring and assessment Jan 31, 2025
The soil quality of forest land is directly related to the growth of forest trees and the local ecological environment. This paper proposes an intuitionistic fuzzy linguistic aggregation method for heterogeneous linguistic assessment information, to ...
Linguistics Forests Soil Environmental Monitoring Fuzzy Logic
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Improved GOA-based fuzzy PI speed control of PMSM with predictive current regulation.

PloS one Jan 30, 2025
To address the susceptibility of conventional vector control systems for permanent magnet synchronous motors (PMSMs) to motor parameter variations and load disturbances, a novel control method combining an improved Grasshopper Optimization Algorithm ...
Models, Theoretical Fuzzy Logic Algorithms
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