Christos Markos

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 11

Top Topics

Weakly Supervised

Unsupervised Learning

Top Venues

IEEE Trans. Intell. Transp. Syst.

IEEE Internet Things J.

Publications

Yongchao Ye, Yuanshao Zhu, Christos Markos, James J. Q. Yu
CatETA: A Categorical Approximate Approach for Estimating Time of Arrival. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Shiyao Zhang, Christos Markos, James J. Q. Yu
Autonomous Vehicle Intelligent System: Joint Ride-Sharing and Parcel Delivery Strategy. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
Chenhan Zhang, Yuanshao Zhu, Christos Markos, Shui Yu, James J. Q. Yu
Toward Crowdsourced Transportation Mode Identification: A Semisupervised Federated Learning Approach. IEEE Internet Things J. 9 (14) (2022)
James J. Q. Yu, Christos Markos, Shiyao Zhang
Long-Term Urban Traffic Speed Prediction With Deep Learning on Graphs. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Yuanshao Zhu, Christos Markos, James J. Q. Yu
Improving Transportation Mode Identification with Limited GPS Trajectories. ICTAI (2021)
Christos Markos, James J. Q. Yu, Richard Yi Da Xu
Capturing Uncertainty in Unsupervised GPS Trajectory Segmentation Using Bayesian Deep Learning. AAAI (2021)
Yuanshao Zhu, Christos Markos, Ruihui Zhao, Yefeng Zheng, James J. Q. Yu
FedOVA: One-vs-All Training Method for Federated Learning with Non-IID Data. IJCNN (2021)
Christos Markos, James J. Q. Yu
Unsupervised Deep Learning for GPS-Based Transportation Mode Identification. ITSC (2020)
Xiaozhuang Song, Christos Markos, James J. Q. Yu
MultiMix: A Multi-Task Deep Learning Approach for Travel Mode Identification with Few GPS Data. ITSC (2020)
Md. Selim Habib, Jose Enrique Antonio-Lopez, Christos Markos, Axel Schülzgen, Rodrigo Amezcua Correa
Single Mode, Low-Loss 5-Tube Nested Hollow-Core Anti-Resonant Fiber. OFC (2019)
Alexandros El Sachat, Anastasia Meristoudi, Christos Markos, Andreas Sakellariou, Aggelos Papadopoulos, Serafim Katsikas, Christos Riziotis
Characterization of Industrial Coolant Fluids and Continuous Ageing Monitoring by Wireless Node - Enabled Fiber Optic Sensors. Sensors 17 (3) (2017)