Faculty

Institution

Unit

Venue

Yingzi Lin

Professor

Northeastern University

Affiliations

College of Engineering

Mechanical and Industrial Engineering

Yingzi Lin is currently serving as a College Of Engineering Professor at Northeastern University.

Honors

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Experiences

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Education

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Yingzi Lin

Northeastern University

Professor

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systems engineering computer science behavioral sciences machine learning cognitive science artificial intelligence human-computer interaction driver behavior computer vision deep learning intelligent systems traffic psychology sensor technology user interfaces driver performance occupational ergonomics human performance machine vision eeg signal processing robotics computational intelligence industrial ergonomics intelligent computing physiological measurements sensor design human robot interaction information theory cognitive ergonomics transportation research experimental study applied cognitive psychology vehicular technology health technology human-machine interaction micro-electromechanical systems human-machine interfaces industrial informatics scientific computing thermal engineering mechanical science human computation human machine systems emotion recognition intelligent data analysis support vector machines experimental analysis benchmark studies physiological signals information fusion integrated design piezoelectricity human-ai interaction human factors visual design deception detection teleoperation convolutional neural networks personalized learning man-machine interface facial expression recognition intelligent data processing intelligent analytics visual aesthetics website interface design objective pain measurement dynamic bayesian network genetic regulatory networks future direction virtual driving environment manufacturing paradigm shifts incoming industrial revolution many-objective service composition cloud manufacturing cognition digital twins personalized information systems computer vision technology applied artificial intelligence advanced intelligent system safety human-in-the-loop

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Novel Labeling Method of Physiological-Based Pressure Pain Assessment Among Patients With and Without Chronic Low Back Pain. Proceedings of the Human Factors and Ergonomics Society Annual Meeting (2024)

Wenchao ZhuYan XiaoYingzi Lin

back painpain researchphysiologyphysiological measurementsnovel labeling methodchronic painpain mechanismpain managementrehabilitation

A Systematic Review and Meta-Analysis of Older Adults’ Cognitive Impairments and Effects on Road Safety. Proceedings of the Human Factors and Ergonomics Society Annual Meeting (2024)

Yunru ZhangWenchao ZhuYan XiaoArthur F. KramerYingzi Lin

cognitive impairmentolder adultssystematic reviewroad safety

Font and Background Color Combinations Influence Recognition Efficiency: A Novel Method via Primary Color Euclidean Distance and Response Surface Analysis. Displays (2024)

Wenchao ZhuZeliang ChengQi WangJing DuYingzi Lin

content analysisresponse surface analysiscomputer visioncharacter recognitiontext recognitionnovel methoddigital image processingadvanced display technologyimage representationdesignmachine visiondisplay technologyimage analysispattern recognitiontexture analysis

Temperature Influences Driving Performance, While Interior Ambient Lighting Does Not. SSRN Electronic Journal (2024)

Chao WangShichao LiuYingzi LinJohn Elson

urban climatelightingthermal comfortdriving performanceindoor climate

Using Physiological Signals for Pain Assessment: An Evaluation of Deep Learning Models. 2021 27th International Conference on Mechatronics and Machine Vision in Practice (M2VIP) (2024)

Jianan ZhengYingzi Lin

mechatronicsphysiological signalsdeep learning modelspain assessmentdeep learningmachine vision

Adaptive Distractor-Aware for Siamese Tracking via Enhancement Confidence Evaluator. Applied Intelligence (2023)

Huanlong ZhangLinwei ZhuHuaiguang WuYanchun ZhaoYingzi LinJianwei Zhang

artificial intelligenceintelligent systemsadaptive distractor-awaremachine visionmachine learningcomputer scienceapplied social psychologybenchmark studiesapplied artificial intelligencedeep learningapplied psychologymachine intelligenceintelligent computingapplied cognitive psychologyintelligent processingenhancement confidence evaluatorapplied intelligent systembehavioral sciencestechnology

Air Quality in the Car: How Co2 and Body Odor Affect Drivers' Cognition and Driving Performance?. The Science of The Total Environment (2023)

Chao WangYingzi LinYevgeniy PtukhinShichao Liu

exhaust emissioncarbon footprintair qualityhuman behaviorair pollutiondriver performanceenvironmental healthair pollution measurementpsychologyhuman performancedriver behaviorurban air qualitycognitive scienceaffect driversbehavioral sciencescognitiontraffic psychology

Attention-Driven Memory Network for Online Visual Tracking. IEEE Transactions on Neural Networks and Learning Systems (2023)

Huanlong ZhangJiamei LiangJiapeng ZhangTianzhu ZhangYingzi LinYanfeng Wang

artificial intelligencecomputer sciencecomputer visiondeep learningattentionattention-driven memory networkneuroscienceembedded machine learningintelligent computinghuman-computer interactioncomputational intelligencemachine visioncognitive sciencemachine learning researchonline visual trackingmachine learning

Compass App: A Patient-Centered Physiological Based Pain Assessment System. Proceedings of the Human Factors and Ergonomics Society Annual Meeting (2023)

Wenchao ZhuChang LiuHaoxiang YuYikang GuoYan XiaoYingzi Lin

pain assessment systemhealth informaticsphysiologycompass apphealth sciencespatient-centered physiological

An Objective Pain Measurement Machine Learning Model Through Facial Expressions and Physiological Signals. 2021 27th International Conference on Mechatronics and Machine Vision in Practice (M2VIP) (2022)

Jianan ZhengYingzi Lin

physiological signalsphysiologyfacial expressionsdata sciencemachine learning

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Yingzi Lin

Professor

Northeastern University

Affiliations

College of Engineering

Mechanical and Industrial Engineering

Yingzi Lin is currently serving as a College Of Engineering Professor at Northeastern University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Yingzi Lin

Northeastern University

Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Wenchao ZhuYan XiaoYingzi Lin

back painpain researchphysiologyphysiological measurementsnovel labeling methodchronic painpain mechanismpain managementrehabilitation

A Systematic Review and Meta-Analysis of Older Adults’ Cognitive Impairments and Effects on Road Safety. Proceedings of the Human Factors and Ergonomics Society Annual Meeting (2024)

Yunru ZhangWenchao ZhuYan XiaoArthur F. KramerYingzi Lin

cognitive impairmentolder adultssystematic reviewroad safety

Font and Background Color Combinations Influence Recognition Efficiency: A Novel Method via Primary Color Euclidean Distance and Response Surface Analysis. Displays (2024)

Wenchao ZhuZeliang ChengQi WangJing DuYingzi Lin

Temperature Influences Driving Performance, While Interior Ambient Lighting Does Not. SSRN Electronic Journal (2024)

Chao WangShichao LiuYingzi LinJohn Elson

urban climatelightingthermal comfortdriving performanceindoor climate

Using Physiological Signals for Pain Assessment: An Evaluation of Deep Learning Models. 2021 27th International Conference on Mechatronics and Machine Vision in Practice (M2VIP) (2024)

Jianan ZhengYingzi Lin

mechatronicsphysiological signalsdeep learning modelspain assessmentdeep learningmachine vision

Adaptive Distractor-Aware for Siamese Tracking via Enhancement Confidence Evaluator. Applied Intelligence (2023)

Huanlong ZhangLinwei ZhuHuaiguang WuYanchun ZhaoYingzi LinJianwei Zhang

Air Quality in the Car: How Co2 and Body Odor Affect Drivers' Cognition and Driving Performance?. The Science of The Total Environment (2023)

Chao WangYingzi LinYevgeniy PtukhinShichao Liu

Attention-Driven Memory Network for Online Visual Tracking. IEEE Transactions on Neural Networks and Learning Systems (2023)

Huanlong ZhangJiamei LiangJiapeng ZhangTianzhu ZhangYingzi LinYanfeng Wang

Compass App: A Patient-Centered Physiological Based Pain Assessment System. Proceedings of the Human Factors and Ergonomics Society Annual Meeting (2023)

Wenchao ZhuChang LiuHaoxiang YuYikang GuoYan XiaoYingzi Lin

pain assessment systemhealth informaticsphysiologycompass apphealth sciencespatient-centered physiological

Jianan ZhengYingzi Lin

physiological signalsphysiologyfacial expressionsdata sciencemachine learning

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computing environment

memetic computing

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