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Keemin Sohn
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2020 – today
- 2024
- [j17]Hojun Lee, Kyeongjun Lee, Jiwon Kang
, Keemin Sohn
Training a Regression-Based Model for Crowd Counting in Transit Cars Using Ranked Image Pairs and Triplets. IEEE Access 12: 12818-12826 (2024) - 2023
- [j16]Gyeongjun Kim, Jiwon Kang, Keemin Sohn
A meta-reinforcement learning algorithm for traffic signal control to automatically switch different reward functions according to the saturation level of traffic flows. Comput. Aided Civ. Infrastructure Eng. 38(6): 779-798 (2023) - 2022
- [j15]Gyeongjun Kim
Area-wide traffic signal control based on a deep graph Q-Network (DGQN) trained in an asynchronous manner. Appl. Soft Comput. 119: 108497 (2022) - 2021
- [j14]Seungyun Jeong
Multi-Regime Analysis for Computer Vision- Based Traffic Surveillance Using a Change-Point Detection Algorithm. IEEE Access 9: 40980-40995 (2021) - [j13]Byeonghyeop Yu, Johyun Shin
Non-Anchor-Based Vehicle Detection for Traffic Surveillance Using Bounding Ellipses. IEEE Access 9: 123061-123074 (2021) - [j12]Yongjin Lee
Predicting Short-Term Traffic Speed Using a Deep Neural Network to Accommodate Citywide Spatio-Temporal Correlations. IEEE Trans. Intell. Transp. Syst. 22(3): 1435-1448 (2021) - 2020
- [j11]Jincheol Lee
Reinforcement Learning for Joint Control of Traffic Signals in a Transportation Network. IEEE Trans. Veh. Technol. 69(2): 1375-1387 (2020) - [i3]Gyeongjun Kim, Keemin Sohn:
Area-wide traffic signal control based on a deep graph Q-Network (DGQN) trained in an asynchronous manner. CoRR abs/2008.01950 (2020) - [i2]Byeonghyeop Yu, Johyun Shin, Gyeongjun Kim, Seungbin Roh, Keemin Sohn:
Non-anchor-based vehicle detection for traffic surveillance using bounding ellipses. CoRR abs/2010.02059 (2020) - [i1]Seungyun Jeong, Keemin Sohn:
Multi-regime analysis for computer vision-based traffic surveillance using a change-point detection algorithm. CoRR abs/2011.11758 (2020)
2010 – 2019
- 2019
- [j10]Johyun Shin
Image-Based Learning to Measure the Stopped Delay in an Approach of a Signalized Intersection. IEEE Access 7: 169888-169898 (2019) - [j9]Jincheol Lee, Seungbin Roh, Johyun Shin, Keemin Sohn
Image-Based Learning to Measure the Space Mean Speed on a Stretch of Road without the Need to Tag Images with Labels. Sensors 19(5): 1227 (2019) - [j8]Dohyoung Jo, Byeonghyeop Yu, Hyunjeong Jeon, Keemin Sohn
Image-to-Image Learning to Predict Traffic Speeds by Considering Area-Wide Spatio-Temporal Dependencies. IEEE Trans. Veh. Technol. 68(2): 1188-1197 (2019) - 2018
- [j7]Hyunjeong Jeon, Jincheol Lee, Keemin Sohn
Artificial intelligence for traffic signal control based solely on video images. J. Intell. Transp. Syst. 22(5): 433-445 (2018) - [j6]Jiyong Chung, Keemin Sohn
Image-Based Learning to Measure Traffic Density Using a Deep Convolutional Neural Network. IEEE Trans. Intell. Transp. Syst. 19(5): 1670-1675 (2018) - 2017
- [j5]Keemin Sohn
An Expectation-Maximization Algorithm to Estimate the Integrated Choice and Latent Variable Model. Transp. Sci. 51(3): 946-967 (2017) - 2016
- [j4]Junghan Baek, Keemin Sohn
Deep-Learning Architectures to Forecast Bus Ridership at the Stop and Stop-To-Stop Levels for Dense and Crowded Bus Networks. Appl. Artif. Intell. 30(9): 861-885 (2016) - 2015
- [c1]Kee-Sun Sohn
A novel heuristics optimization inspired by the Lorentz transformation. ICNC 2015: 430-439 - 2013
- [j3]Keemin Sohn
Optimizing Train-Stop Positions Along a Platform to Distribute the Passenger Load More Evenly Across Individual Cars. IEEE Trans. Intell. Transp. Syst. 14(2): 994-1002 (2013)
2000 – 2009
- 2008
- [j2]Keemin Sohn
Space-Based Passing Time Estimation on a Freeway Using Cell Phones as Traffic Probes. IEEE Trans. Intell. Transp. Syst. 9(3): 559-568 (2008) - [j1]Keemin Sohn
Dynamic Origin-Destination Flow Estimation Using Cellular Communication System. IEEE Trans. Veh. Technol. 57(5): 2703-2713 (2008)
Coauthor Index
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