Deep Learning for Security in Digital Twins of Cooperative Intelligent Transportation Systems

Deep Learning Based Semi-Supervised Control for Vertical Security of Maglev Vehicle With Guaranteed Bounded Airgap

(2021) Yougang Sun et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Adaptive Deep Learning Aided Digital Predistorter Considering Dynamic Envelope

(2020) Jinlong Sun et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

LightAMC: Lightweight Automatic Modulation Classification via Deep Learning and Compressive Sensing

(2020) Yu Wang et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

An Adaptive Dual-Loop Lyapunov-Based Control Scheme for a Single-Phase UPS Inverter

(2020) Jinsong He et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

Big Data Analysis Technology for Electric Vehicle Networks in Smart Cities

(2020) Zhihan Lv et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Urban Traffic Route Guidance Method With High Adaptive Learning Ability Under Diverse Traffic Scenarios

(2020) Chuanhui Tang et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Deep Learning for Reliable Mobile Edge Analytics in Intelligent Transportation Systems: An Overview

(2019) Aidin Ferdowsi et al.   IEEE Vehicular Technology Magazine

Driver Activity Recognition for Intelligent Vehicles: A Deep Learning Approach

(2019) Yang Xing et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Data-Driven Deep Learning for Automatic Modulation Recognition in Cognitive Radios

(2019) Yu Wang et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Online Incremental Machine Learning Platform for Big Data-Driven Smart Traffic Management

(2019) Dinithi Nallaperuma et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

A 3D CNN-LSTM-Based Image-to-Image Foreground Segmentation

(2019) Thangarajah Akilan et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

An Improved Bayesian Combination Model for Short-Term Traffic Prediction With Deep Learning

(2019) Yuanli Gu et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

EnLSTM-WPEO: Short-Term Traffic Flow Prediction by Ensemble LSTM, NNCT Weight Integration, and Population Extremal Optimization

(2019) Feixiang Zhao et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

An enhanced framework for multimedia data: Green transmission and portrayal for smart traffic system

(2018) Muhamad Munwar Iqbal et al.   COMPUTERS & ELECTRICAL ENGINEERING

Deep Learning for Intelligent Wireless Networks: A Comprehensive Survey

(2018) Qian Mao et al.   IEEE Communications Surveys and Tutorials

An Efficient Deep Learning Model to Predict Cloud Workload for Industry Informatics

(2018) Qingchen Zhang et al.   IEEE Transactions on Industrial Informatics

Intelligent Transportation System in Macao Based on Deep Self-Coding Learning

(2018) Daming Li et al.   IEEE Transactions on Industrial Informatics

Generative Adversarial Networks for Parallel Transportation Systems

(2018) Yisheng Lv et al.   IEEE Intelligent Transportation Systems Magazine

Digital Twins: The Convergence of Multimedia Technologies

(2018) Abdulmotaleb El Saddik   IEEE MULTIMEDIA

Robust Mobile Crowd Sensing: When Deep Learning Meets Edge Computing

(2018) Zhenyu Zhou et al.   IEEE NETWORK

Deep learning methods in transportation domain: a review

(2018) Hoang Nguyen et al.   IET Intelligent Transport Systems

On Intelligent Traffic Control for Large-Scale Heterogeneous Networks: A Value Matrix-Based Deep Learning Approach

(2018) Zubair Md. Fadlullah et al.   IEEE COMMUNICATIONS LETTERS

LSTM network: a deep learning approach for short-term traffic forecast

(2017) Zheng Zhao et al.   IET Intelligent Transport Systems

An Ensemble Deep Learning Method for Vehicle Type Classification on Visual Traffic Surveillance Sensors

(2017) Wei Liu et al.   IEEE Access