AIMC Topic: Aggression

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A Longitudinal Prediction of Suicide Attempts in Borderline Personality Disorder: A Machine Learning Study.

Journal of clinical psychology Jan 3, 2025
Borderline personality disorder (BPD) is associated with a high risk of suicide. Despite several risk factors being known, identifying vulnerable patients in clinical practice remains a challenge so far. The current study aimed at predicting suicide ...
Male Middle Aged Suicide, Attempted Female Young Adult Adult Impulsive Behavior Aggression Emotional Regulation Longitudinal Studies Temperament Borderline Personality Disorder Humans Machine Learning
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Assessing the impact of car-following driving style on traffic conflict risk using asymmetric behavior model and explainable machine learning.

Accident; analysis and prevention Dec 24, 2024
To deepen the understanding of the impact of car-following driving style (CFDS) on traffic conflict risk and address the lack of clear CFDS evaluation metrics, this study proposes an improved CFDS metric based on the Asymmetric Behavior (AB) theory. ...
Accidents, Traffic Automobile Driving Risk-Taking Aggression Humans Machine Learning Risk Assessment Automobiles
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Detecting Emotional Arousal and Aggressive Driving Using Neural Networks: A Pilot Study Involving Young Drivers in Duluth.

Sensors (Basel, Switzerland) Nov 5, 2024
Driving is integral to many people's daily existence, but aggressive driving behavior increases the risk of road traffic collisions. Young drivers are more prone to aggressive driving and danger perception impairments. A driver's physiological state ...
Adult Male Pilot Projects Female Young Adult Automobile Driving Arousal Galvanic Skin Response Adolescent Emotions Accidents, Traffic Humans Neural Networks, Computer Aggression
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Recognition of aggressive driving behavior under abnormal weather based on Convolutional Neural Network and transfer learning.

Traffic injury prevention Jul 24, 2024
OBJECTIVES: Aggressive driving behavior can lead to potential traffic collision risks, and abnormal weather conditions can exacerbate this behavior. This study aims to develop recognition models for aggressive driving under various climate conditions...
Male Weather Automobile Driving Aggression Machine Learning Computer Simulation Adult Humans Neural Networks, Computer
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Bus Violence: An Open Benchmark for Video Violence Detection on Public Transport.

Sensors (Basel, Switzerland) Oct 31, 2022
The automatic detection of violent actions in public places through video analysis is difficult because the employed Artificial Intelligence-based techniques often suffer from generalization problems. Indeed, these algorithms hinge on large quantitie...
Artificial Intelligence Algorithms Violence Aggression
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DDosTC: A Transformer-Based Network Attack Detection Hybrid Mechanism in SDN.

Sensors (Basel, Switzerland) Jul 26, 2021
Software-defined networking (SDN) has emerged in recent years as a form of Internet architecture. Its scalability, dynamics, and programmability simplify the traditional Internet structure. This architecture realizes centralized management by separat...
Internet Aggression Neural Networks, Computer Software Algorithms Humans
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Classification of Aggressive Movements Using Smartwatches.

Sensors (Basel, Switzerland) Nov 9, 2020
Recognizing aggressive movements is a challenging task in human activity recognition. Wearable smartwatch technology with machine learning may be a viable approach for human aggressive behavior classification. This research identified a viable classi...
Humans Neural Networks, Computer Aggression Wearable Electronic Devices Support Vector Machine Bayes Theorem Movement
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Rage Against the Machine: Advancing the study of aggression ethology via machine learning.

Psychopharmacology Jul 9, 2020
RATIONALE: Aggression, comorbid with neuropsychiatric disorders, exhibits with diverse clinical presentations and places a significant burden on patients, caregivers, and society. This diversity is observed because aggression is a complex behavior th...
Social Behavior Aggression Machine Learning Ethology Reproducibility of Results Mice Animals Humans Reward
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Recent biological invasion shapes species recognition and aggressive behaviour in a native species: A behavioural experiment using robots in the field.

The Journal of animal ecology Apr 11, 2020
Invasive species are a world-wide threat to biodiversity. Yet, our understanding of biological invasions remains incomplete, partly due to the difficulty of tracking and studying behavioural interactions in recently created species interactions. We t...
Robotics Introduced Species Aggression Animals Male Lizards Sympatry
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Improve Aggressive Driver Recognition Using Collision Surrogate Measurement and Imbalanced Class Boosting.

International journal of environmental research and public health Mar 31, 2020
Real-time recognition of risky driving behavior and aggressive drivers is a promising research domain, thanks to powerful machine learning algorithms and the big data provided by in-vehicle and roadside sensors. However, since the occurrence of aggre...
Big Data Algorithms Humans Recognition, Psychology Accidents, Traffic Aggression Machine Learning Female Automobile Driving Risk-Taking Male
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