AIMC Topic: Fuzzy Logic

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A Novel Tropical Geometry-Based Interpretable Machine Learning Method: Pilot Application to Delivery of Advanced Heart Failure Therapies.

IEEE journal of biomedical and health informatics Jan 4, 2023
A model's interpretability is essential to many practical applications such as clinical decision support systems. In this article, a novel interpretable machine learning method is presented, which can model the relationship between input variables an...
Humans Machine Learning Algorithms Reproducibility of Results Fuzzy Logic Heart Failure
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A multiattribute group decision-making method based on a new aggregation operator and the means and variances of interval-valued intuitionistic fuzzy values.

Scientific reports Dec 29, 2022
The development of information measures associated with interval-valued intuitionistic fuzzy values (IVIFVs) has been an important research area over the past few decades. In the literature, the existing decision -making method using IVIFVs has some ...
Models, Theoretical Fuzzy Logic Decision Making Records
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Evaluation of product conceptual design based on Pythagorean fuzzy set under big data environment.

Scientific reports Dec 27, 2022
The concept design evaluation phase of the new product launch is extremely important. However, current evaluation information relies mainly on the a priori knowledge of decision makers and is subjective and ambiguous. For this reason, a conceptual de...
Reproducibility of Results Big Data Models, Theoretical Fuzzy Logic
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An Integrated Quantitative Risk Assessment Method for Underground Engineering Fires.

International journal of environmental research and public health Dec 16, 2022
Fires are one of the main disasters in underground engineering. In order to comprehensively describe and evaluate the risk of underground engineering fires, this study proposes a UEF risk assessment method based on EPB-FBN. Firstly, based on the EPB ...
Risk Factors Risk Assessment Fuzzy Logic Bayes Theorem Fires
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Handover Optimization Algorithm Based on T2RFS-FNN.

Computational intelligence and neuroscience Dec 14, 2022
As a key technology for highly reliable communication in the fifth generation mobile communication for railway (5G-R) high-speed railway wireless communication system, once the handover fails, it will pose a serious risk to the safe operation of high...
Neural Networks, Computer Algorithms Computer Simulation Communication Fuzzy Logic
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A novel two-phase group decision-making model for circular supplier selection under picture fuzzy environment.

Environmental science and pollution research international Dec 12, 2022
Circular supply chain management (CSCM), which incorporates circular thinking into supply chain management, promotes supply chain sustainability by offering a novel and compelling viewpoint. In the CSCM, supplier selection is crucial in establishing ...
Fuzzy Logic Decision Making Commerce
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On the combination of adaptive neuro-fuzzy inference system and deep residual network for improving detection rates on intrusion detection.

PloS one Dec 12, 2022
Deep Residual Networks (ResNets) are prone to overfitting in problems with uncertainty, such as intrusion detection problems. To alleviate this problem, we proposed a method that combines the Adaptive Neuro-fuzzy Inference System (ANFIS) and the ResN...
Neural Networks, Computer Algorithms Fuzzy Logic
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Graphic Model of Virtual Teaching Supervision through Fuzzy Logic in Non-University Educational Centers.

International journal of environmental research and public health Dec 9, 2022
This research analyzes the supervision of non-university virtual training due to the unexpected non-face-to-face teaching scenario caused by COVID-19 with a graphic model using the SULODITOOL instrument. It arises as a research line of the Chair of E...
Humans Artificial Intelligence COVID-19 Universities Fuzzy Logic Spain Teaching
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Prediction of Equipment Effectiveness using Hybrid Moving Average-Adaptive Neuro Fuzzy Inference System (MA-ANFIS) for decision support in Bus Body Building Industry.

Anais da Academia Brasileira de Ciencias Dec 9, 2022
Managers are driven to accomplish significantly higher levels of operational performance due to the difficulty of today's dynamic production environment. Typically, the precision of production facilities and the efficiency of manufacturing systems ar...
Neural Networks, Computer Fuzzy Logic Construction Industry
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Computer State Evaluation Using Adaptive Neuro-Fuzzy Inference Systems.

Sensors (Basel, Switzerland) Dec 5, 2022
Several crucial system design and deployment decisions, including workload management, sizing, capacity planning, and dynamic rule generation in dynamic systems such as computers, depend on predictive analysis of resource consumption. An analysis of ...
Humans Neural Networks, Computer Algorithms Computers Fuzzy Logic
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