Concepedia

Christos Markos

CM

9

Publications

248

Citations

9

H-Index

2020

Active since

Affiliations

Southern University of Science and Technology(Current)

University of Technology Sydney

Information Technology University

Christos Markos is an author at Southern University of Science and Technology specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningDeep LearningBig DataEdge ComputingTransportationComputer VisionPattern Recognition

Publications per year

2020–2022

9

Publications

9

Long-Term Urban Traffic Speed Prediction With Deep Learning on Graphs

James J. Q. Yu, Christos Markos, Shiyao Zhang · IEEE Transactions on Intelligent Transportation Systems · 2021 · 59 citations

Geometric Learning, Intelligent Traffic Management, Graph Neural Network +14

Autonomous Vehicle Intelligent System: Joint Ride-Sharing and Parcel Delivery Strategy

Shiyao Zhang, Christos Markos, James J. Q. Yu · IEEE Transactions on Intelligent Transportation Systems · 2022 · 36 citations

Mathematical Programming, Engineering, Intelligent Systems +19

Unsupervised Deep Learning for GPS-Based Transportation Mode Identification

Christos Markos, James J. Q. Yu · 2020 · 35 citations

Geometric Learning, Convolutional Neural Network, Machine Vision +14

Toward Crowdsourced Transportation Mode Identification: A Semisupervised Federated Learning Approach

Chenhan Zhang, Yuanshao Zhu, Christos Markos et al. · IEEE Internet of Things Journal · 2021 · 31 citations

Capturing Uncertainty in Unsupervised GPS Trajectory Segmentation Using Bayesian Deep Learning

Christos Markos, James J. Q. Yu, Richard Yi Da Xu · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 24 citations · Full text

Location Tracking, Engineering, Machine Learning +18

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