AIMC Topic: Recognition, Psychology

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Chinese text dual attention network for aspect-level sentiment classification.

PloS one Mar 7, 2024
English text has a clear and compact subject structure, which makes it easy to find dependency relationships between words. However, Chinese text often conveys information using situational settings, which results in loose sentence structures, and ev...
Recognition, Psychology Sentiment Analysis China
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Recognition of Genetic Conditions After Learning With Images Created Using Generative Artificial Intelligence.

JAMA network open Mar 4, 2024
IMPORTANCE: The lack of standardized genetics training in pediatrics residencies, along with a shortage of medical geneticists, necessitates innovative educational approaches.
Child Face Learning Educational Status Recognition, Psychology Vestibular Diseases Hematologic Diseases Abnormalities, Multiple Humans Artificial Intelligence
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Hierarchical Context-Based Emotion Recognition With Scene Graphs.

IEEE transactions on neural networks and learning systems Feb 29, 2024
For a better intention inference, we often try to figure out the emotional states of other people in social communications. Many studies on affective computing have been carried out to infer emotions through perceiving human states, i.e., facial expr...
Humans Facial Expression Recognition, Psychology Neural Networks, Computer Emotions
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Assessing Verbal Eyewitness Confidence Statements Using Natural Language Processing.

Psychological science Feb 20, 2024
After an eyewitness completes a lineup, officers are advised to ask witnesses how confident they are in their identification. Although researchers in the lab typically study eyewitness confidence numerically, confidence in the field is primarily gath...
Mental Recall Humans Recognition, Psychology Crime Adult Police Natural Language Processing
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A generative adaptive convolutional neural network with attention mechanism for driver fatigue detection with class-imbalanced and insufficient data.

Behavioural brain research Feb 19, 2024
Over the past few years, fatigue driving has emerged as one of the main causes of traffic accidents, necessitating the development of driver fatigue detection systems. However, many existing methods involves tedious manual parameter tunings, a proces...
Neural Networks, Computer Upper Extremity Recognition, Psychology
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Using deep neural networks to disentangle visual and semantic information in human perception and memory.

Nature human behaviour Feb 8, 2024
Mental representations of familiar categories are composed of visual and semantic information. Disentangling the contributions of visual and semantic information in humans is challenging because they are intermixed in mental representations. Deep neu...
Recognition, Psychology Mental Recall Facial Recognition Male Semantics Memory Visual Perception Young Adult Adult Female Humans Neural Networks, Computer
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PIRNet: Personality-Enhanced Iterative Refinement Network for Emotion Recognition in Conversation.

IEEE transactions on neural networks and learning systems Feb 5, 2024
Emotion recognition in conversation (ERC) is important for enhancing user experience in human-computer interaction. Unlike vanilla emotion recognition in individual utterances, ERC aims to classify constituent utterances in a dialog into correspondin...
Emotions Communication Recognition, Psychology Personality Humans Neural Networks, Computer
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IremulbNet: Rethinking the inverted residual architecture for image recognition.

Neural networks : the official journal of the International Neural Network Society Jan 23, 2024
An increasing need of running Convolutional Neural Network (CNN) models on mobile devices encourages the studies on efficient and lightweight neural network model. In this paper, an Inverse Residual Multi-Branch Network named IremulbNet is proposed t...
Neural Networks, Computer Databases, Factual Recognition, Psychology
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Integrated block-wise neural network with auto-learning search framework for finger gesture recognition using sEMG signals.

Artificial intelligence in medicine Jan 17, 2024
Accurate finger gesture recognition with surface electromyography (sEMG) is essential and long-challenge in the muscle-computer interface, and many high-performance deep learning models have been developed to predict gestures. For these models, probl...
Electromyography Attention Neural Networks, Computer Algorithms Recognition, Psychology Gestures
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Relabeling for Indoor Localization Using Stationary Beacons in Nursing Care Facilities.

Sensors (Basel, Switzerland) Jan 5, 2024
In this study, we propose an augmentation method for machine learning based on relabeling data in caregiving and nursing staff indoor localization with Bluetooth Low Energy (BLE) technology. Indoor localization is used to monitor staff-to-patient ass...
Machine Learning Research Design Humans Data Collection Recognition, Psychology Technology
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