AIMC Topic: Research Design

Clear Filters Showing 201 to 210 of 643 articles

Discrete Missing Data Imputation Using Multilayer Perceptron and Momentum Gradient Descent.

Sensors (Basel, Switzerland) Jul 28, 2022
Data are a strategic resource for industrial production, and an efficient data-mining process will increase productivity. However, there exist many missing values in data collected in real life due to various problems. Because the missing data may re...
Data Mining Neural Networks, Computer Motion Research Design Algorithms
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Matrix factorization with denoising autoencoders for prediction of drug-target interactions.

Molecular diversity Jul 23, 2022
Drug-target interaction is crucial in the discovery of new drugs. Computational methods can be used to identify new drug-target interactions at low costs and with reasonable accuracy. Recent studies pay more attention to machine-learning methods, ran...
ROC Curve Drug Interactions Algorithms Research Design Machine Learning
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Deep learning for ultra-widefield imaging: a scoping review.

Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie Jul 20, 2022
PURPOSE: This article is a scoping review of published and peer-reviewed articles using deep-learning (DL) applied to ultra-widefield (UWF) imaging. This study provides an overview of the published uses of DL and UWF imaging for the detection of opht...
Humans Retinal Detachment Eye Diseases Research Design Diabetic Retinopathy Deep Learning
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Infrared and Visible Image Fusion Method Using Salience Detection and Convolutional Neural Network.

Sensors (Basel, Switzerland) Jul 20, 2022
This paper presents an algorithm for infrared and visible image fusion using significance detection and Convolutional Neural Networks with the aim of integrating discriminatory features and improving the overall quality of visual perception. Firstly,...
Neural Networks, Computer Image Processing, Computer-Assisted Visual Perception Research Design Algorithms
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Adaptive Full-State-Constrained Control of Nonlinear Systems With Deferred Constraints Based on Nonbarrier Lyapunov Function Method.

IEEE transactions on cybernetics Jul 19, 2022
In this article, the problem of tracking control is considered for a class of uncertain strict-feedback nonlinear systems with deferred asymmetric time-varying full-state constraints. A novel adaptive robust full-state-constrained control scheme is d...
Computer Simulation Nonlinear Dynamics Research Design Neural Networks, Computer
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Entropy-Based Fuzzy TOPSIS Method for Investment Decision Optimization of Large-Scale Projects.

Computational intelligence and neuroscience Jul 18, 2022
Investment of large-scale projects must consider various factors, such as economic conditions and investment environment when making decisions. In large-scale project investment problems, almost 90% of them are completed in a multiobjective context. ...
Fuzzy Logic Research Design Entropy
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A novel machine learning model based on sparse structure learning with adaptive graph regularization for predicting drug side effects.

Journal of biomedical informatics Jul 14, 2022
Drug side effects are closely related to the success and failure of drug development. Here we present a novel machine learning method for side effect prediction. The proposed method treats side effect prediction as a multi-label learning problem and ...
Drug-Related Side Effects and Adverse Reactions Research Design Drug Development Machine Learning Algorithms Humans
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Mapping the evidence on identity processes and identity-related interventions in the smoking and physical activity domains: a scoping review protocol.

BMJ open Jul 13, 2022
INTRODUCTION: Smoking and insufficient physical activity (PA), independently but especially in conjunction, often lead to disease and (premature) death. For this reason, there is need for effective smoking cessation and PA-increasing interventions. I...
Delivery of Health Care Exercise Research Design Scoping Reviews As Topic Smoking Mass Screening Artificial Intelligence Humans
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Comprehensive evaluation of land reclamation schemes in mining areas based on linguistic intuitionistic fuzzy group decision-making.

Environmental science and pollution research international Jul 8, 2022
Schemes to protect the geological environment and reclaim land are core requirements for an application for mining rights and complying with mining regulations. Mining enterprises must be supervised to ensure they fulfill their obligations. To guide ...
Research Design Linguistics Decision Making Mining Fuzzy Logic
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Tutorial: Artificial neural networks to analyze single-case experimental designs.

Psychological methods Jul 7, 2022
Since the start of the 21st century, few advances have had as far-reaching impact in science as the widespread adoption of artificial neural networks in fields as diverse as fundamental physics, clinical medicine, and psychology. In research methods,...
Computer Simulation Monte Carlo Method Research Design Neural Networks, Computer Humans
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