SEMIN KWAK

Publications

This list is generated from my ORCID record. Citation counts are on Google Scholar.

Journal papers

  1. S. Kwak, D. Li, N. Geroliminis. “A two-level resolution neural network with enhanced interpretability for freeway traffic forecasting.” Scientific Reports (2024). doi:10.1038/s41598-024-78148-1
  2. S. Kwak, N. Geroliminis. “Travel Time Prediction for Congested Freeways with a Dynamic Linear Model.” IEEE Transactions on Intelligent Transportation Systems (2021). doi:10.1109/TITS.2020.3006910
  3. S. Kwak, N. Geroliminis, P. Frossard. “Traffic Signal Prediction on Transportation Networks Using Spatio-Temporal Correlations on Graphs.” IEEE Transactions on Signal and Information Processing over Networks (2021). doi:10.1109/TSIPN.2021.3118489
  4. S. Kwak, J. Chun, S.H. Ye. “Monopulse beam synthesis using a sparse single layer of weights.” IEEE Transactions on Antennas and Propagation (2019). doi:10.1109/TAP.2019.2899850
  5. J. Park, J. Lee, J. Chun, S. Kwak. “Robust monopulse beam synthesis with sparse elements in linear and planar arrays with element failure detection.” IET Radar, Sonar and Navigation (2017). doi:10.1049/iet-rsn.2016.0645
  6. S. Kwak, J. Chun, D. Park, Y.K. Ko, B.L. Cho. “Asymmetric sum and difference beam pattern synthesis with a common weight vector.” IEEE Antennas and Wireless Propagation Letters (2016). doi:10.1109/LAWP.2016.2519530

Conferences

  1. S. Kwak, L. Shimabukuro, A. Ortega. “Frequency Analysis and Filter Design for Directed Graphs with Polar Decomposition.” ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2024). doi:10.1109/icassp48485.2024.10446657
  2. D. Li, S. Kwak, N. Geroliminis. “TwoResNet: Two-level resolution neural network for traffic forecasting on freeway networks.” 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC) (2022). doi:10.1109/itsc55140.2022.9922160