AIMC Topic: Fuzzy Logic

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A comparative study of neuro-fuzzy and neural network models in predicting length of stay in university hospital.

BMC health services research Mar 27, 2025
BACKGROUND: The time a patient spends in the hospital from admission to discharge is known as the length of stay (LOS). Predicting LOS is crucial for enhancing patient care, managing hospital resources, and optimizing the use of patient beds. Therefo...
Humans Algorithms Female Neural Networks, Computer Length of Stay Adolescent Hospitals, University Linear Models Fuzzy Logic Male Aged Middle Aged Adult
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Attribute encryption access control method of high dimensional medical data based on fuzzy algorithm.

PloS one Mar 27, 2025
The current approach to data access control predominantly utilizes blockchain technology. However, when dealing with high-dimensional medical data, the inherent transparency of blockchain conflicts with the necessity of protecting patient privacy. Co...
Computer Security Fuzzy Logic Humans Confidentiality Algorithms Blockchain
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Enhancing interdisciplinary image segmentation through a Gaussian-based modified local consensus spatial fuzzy approach.

Computers in biology and medicine Mar 22, 2025
This study aims to introduce a generic fuzzy-based approach tailored explicitly for classifying images originating from an array of diverse sources, having varying degrees of spectral and spatial resolutions, inhomogeneity, artifacts, and entirely di...
Fuzzy Logic Normal Distribution Algorithms Image Processing, Computer-Assisted Humans
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Advancing flood risk assessment: Multitemporal SAR-based flood inventory generation using transfer learning and hybrid fuzzy-AHP-machine learning for flood susceptibility mapping in the Mahananda River Basin.

Journal of environmental management Mar 22, 2025
The Mahananda River basin, located in Eastern India, faces escalating flood risks due to its complex hydrology and geomorphology, threatening socioeconomic and environmental stability. This study presents a novel approach to flood susceptibility (FS)...
Rivers Floods India Fuzzy Logic Machine Learning Risk Assessment
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Structure information preserving domain adaptation network for fault diagnosis of Sucker Rod Pumping systems.

Neural networks : the official journal of the International Neural Network Society Mar 21, 2025
Fault diagnosis is of great importance to the reliability and security of Sucker Rod Pumping (SRP) oil production system. With the development of digital oilfield, data-driven deep learning SRP fault diagnosis has become the development trend of oilf...
Deep Learning Fuzzy Logic Oil and Gas Fields Neural Networks, Computer Algorithms
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A decision-making framework for evaluating medical equipment suppliers under uncertainty.

Scientific reports Mar 21, 2025
The procurement of medical equipment is a critical concern for healthcare organizations striving to deliver comprehensive patient care. Thus, the procurement process, including performance evaluation and selection of medical equipment suppliers, pose...
Humans Decision Support Techniques Equipment and Supplies Uncertainty Fuzzy Logic Decision Making
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Design of wireless web-based multiplatform system for thermal environmental control of broiler facilities using fuzzy set theory.

Anais da Academia Brasileira de Ciencias Mar 21, 2025
The control and monitoring process for broiler facilities needs to be improved to mitigate or eliminate birds' thermal stress. Thus, the objective was to develop of a fuzzy controller embedded in a microcontroller and a multiplatform web application ...
Internet Housing, Animal Animals Telemetry Chickens Temperature Animal Husbandry Fuzzy Logic Humidity Wireless Technology
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Smart IoT-driven precision agriculture: Land mapping, crop prediction, and irrigation system.

PloS one Mar 18, 2025
As the world population is increasing day by day, so is the need for more advanced automated precision agriculture to meet the increasing demands for food while decreasing labor work and saving water for crops. Recently, there have been many studies ...
Agricultural Irrigation Internet of Things Crops, Agricultural Agriculture Fuzzy Logic Machine Learning Soil
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A hybrid vine copula-fuzzy model for groundwater level simulation under uncertainty.

Environmental monitoring and assessment Mar 17, 2025
Accurate simulation of groundwater level is crucial for the sustainable management of water resources. However, the numerous uncertainties in input data, simulation model parameters, and physical processes, as well as the dependency between system va...
Fuzzy Logic Uncertainty Groundwater Environmental Monitoring Models, Theoretical
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Exploiting adaptive neuro-fuzzy inference systems for cognitive patterns in multimodal brain signal analysis.

Scientific reports Mar 16, 2025
The analysis of cognitive patterns through brain signals offers critical insights into human cognition, including perception, attention, memory, and decision-making. However, accurately classifying these signals remains a challenge due to their inher...
Humans Fuzzy Logic Principal Component Analysis Signal Processing, Computer-Assisted Electroencephalography Neural Networks, Computer Algorithms Brain Cognition
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