AIMC Topic: Research Design

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New Quality Cost Framework (QCF) Based on the Hybrid Fuzzy MCDM Approach.

Computational intelligence and neuroscience Mar 28, 2022
Quality cost framework (QCF), as a measurement tool and research method, has played a significant role on quality improvement procedure (QIP) and recognition on economics of quality. The four general QCFs are usually conceptually employed assist qual...
Fuzzy Logic Research Design
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A new person-fit method based on machine learning in CDM in education.

The British journal of mathematical and statistical psychology Mar 27, 2022
Cognitive diagnosis models have become popular in educational assessment and are used to provide more individualized feedback about a student's specific strengths and weaknesses than traditional total scores. However, if the testing data are contamin...
Educational Measurement Educational Status Machine Learning Computer Simulation Research Design Humans
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Generative adversarial networks for biomedical time series forecasting and imputation.

Journal of biomedical informatics Mar 25, 2022
In the present systematic review we identified and summarised current research activities in the field of time series forecasting and imputation with the help of generative adversarial networks (GANs). We differentiate between imputation which descri...
Forecasting Research Design Neural Networks, Computer Bibliometrics Time Factors
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A Differential Privacy Strategy Based on Local Features of Non-Gaussian Noise in Federated Learning.

Sensors (Basel, Switzerland) Mar 22, 2022
As an emerging artificial intelligence technology, federated learning plays a significant role in privacy preservation in machine learning, although its main objective is to prevent peers from peeping data. However, attackers from the outside can ste...
Reproducibility of Results Privacy Research Design Humans Machine Learning Artificial Intelligence
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CNN-DDI: a learning-based method for predicting drug-drug interactions using convolution neural networks.

BMC bioinformatics Mar 7, 2022
BACKGROUND: Drug-drug interactions (DDIs) are the reactions between drugs. They are compartmentalized into three types: synergistic, antagonistic and no reaction. As a rapidly developing technology, predicting DDIs-associated events is getting more a...
Neural Networks, Computer Drug Development Drug Interactions Research Design Algorithms
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Simultaneous vehicle and lane detection via MobileNetV3 in car following scene.

PloS one Mar 4, 2022
Aiming at vehicle and lane detections on road scene, this paper proposes a vehicle and lane line joint detection method suitable for car following scenes. This method uses the codec structure and multi-task ideas, shares the feature extraction networ...
Neural Networks, Computer Research Design Automobiles
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A Novel Framework for Generating Personalized Network Datasets for NIDS Based on Traffic Aggregation.

Sensors (Basel, Switzerland) Feb 26, 2022
In this paper, we addressed the problem of dataset scarcity for the task of network intrusion detection. Our main contribution was to develop a framework that provides a complete process for generating network traffic datasets based on the aggregatio...
Algorithms Machine Learning Research Design
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An intelligent optimization method for highway route selection based on comprehensive weight and TOPSIS.

PloS one Feb 25, 2022
In order to accurately analyze and evaluate multi-index and multi-route traffic schemes for comparison and selection, we introduce herein a comprehensive weight and an intelligent selection algorithm for traffic scheme optimization to improve upon th...
Life Cycle Stages Transportation Environment Research Design Computer Simulation Algorithms Humans Artificial Intelligence
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Care robot research and development plan for disability and aged care in Korea: A mixed-methods user participation study.

Assistive technology : the official journal of RESNA Feb 24, 2022
The population of Korea is aging rapidly, and this has led to a care burden for caregivers. Without adequate caregivers to address the increased burden, people with significant disabilities and older adults with disabilities who have greatly reduced ...
Persons with Disabilities Robotics Ecosystem Research Design Aged Humans Republic of Korea
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Controversial Trials First: Identifying Disagreement Between Clinical Guidelines and New Evidence.

AMIA ... Annual Symposium proceedings. AMIA Symposium Feb 21, 2022
Clinical guidelines integrate latest evidence to support clinical decision-making. As new research findings are published at an increasing rate, it would be helpful to detect when such results disagree with current guideline recommendations. In this ...
Retrospective Studies Software Humans Natural Language Processing Research Design
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