Jinwoo Jang

Assistant Professor & I-SENSE fellow

Florida Atlantic University

United States

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About

Jinwoo Jang is an Assistant Professor and I-SENSE fellow at Florida Atlantic University in the United States. His research encompasses areas such as driving behavior analytics, deep learning applications for cognitive impairment detection, and the dynamics of mechanical systems. Recent articles authored by Professor Jang explore pattern mining, machine learning techniques, and advanced modeling in engineering contexts.

Articles (9)

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2025

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2025

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2024

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2023

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2022

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2022

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2020

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2020

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2020

Collaborators (4)

David Newman

UNITED STATES

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Ali Hashemi

Florida International University

UNITED STATES

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Andrew Smyth

Professor

Columbia University

UNITED STATES

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KwangSoo Yang

Associate Professor

Florida Atlantic University

UNITED STATES

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Jinwoo Jang

Research Interests

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Articles (9)

Quad-Tree-Based Driver Classification Using Deep Learning for Mild Cognitive Impairment Detection

Pattern Mining of Older Drivers’ Driving Behavior Through Telematics-Data-Driven Unsupervised Learning

Spatial Deep Learning Approach to Older Driver Classification

A Machine Learning-Based Surrogate Finite Element Model for Estimating Dynamic Response of Mechanical Systems

OBD-Data-Assisted Cost-Based Map-Matching Algorithm for Low-Sampled Telematics Data in Urban Environments

Smart Active Vibration Control System of a Rotary Structure Using Piezoelectric Materials

Sensitivity‐based singular value decomposition parametrization and optimal regularization in finite element model updating

Symmetry properties of natural frequency and mode shape sensitivities in symmetric structures

Data‐driven models for temperature distribution effects on natural frequencies and thermal prestress modeling

Collaborators (4)

David Newman

Ali Hashemi

Andrew Smyth

KwangSoo Yang

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