Publications

A Few of my Recent Publications (last two years)

arXiv Papers (most are under review) with data if appropriate.

https://arxiv.org/search/?query=amelia+regan&searchtype=all&source=header

Book Chapters:

Regan, A.C. and N. Christie (2022), The Post-Covid Transportation Gig Economy, in  Pandemic in the Metropolis: Transportation Impacts and Recovery Editors: Loukaitou-Sideris, A, Bayen, A., Circella, G., and Jayakrishnan, R., Springer. 

Journal Articles:

Shafienya, H., and A.C. Regan (2022), 4D flight trajectory prediction using a hybrid Deep Learning prediction method based on ADS-B technology:  a case study of Hartsfield–Jackson Atlanta International Airport (ATL), Transportation Research Part C: Emerging Technologies.

Bai, J., Shi, W., Xiao, Z., Regan, A.C., Ali, T.A.A., Zhu, Y., Zhang, R. and Jiao, L. (2022). Hyperspectral Image Classification based on Superpixel Feature Subdivision and Adaptive Graph Structure. IEEE Transactions on Geoscience and Remote Sensing.

Long, W., Li, T., Xiao, Z., Wang, D., Zhang, R., Regan, A., Chen, H. and Zhu, Y. (2022), Location Prediction for Individual Vehicles via Exploiting Travel Regularity and Preference. IEEE Transactions on Vehicular Technology.

Bai, J., Huang, S., Xiao, Z., Li, X., Zhu, Y., Regan, A.C. and Jiao, L. (2022), Few-Shot Hyperspectral Image Classification Based on Adaptive Subspaces and Feature Transformation. IEEE Transactions on Geoscience and Remote Sensing.

Sheikh, M. S., and A.C. Regan (2022), A Complex Network Analysis Approach for Estimation and Detection of Traffic Incidents Based on Independent Component Analysis, Physica A: Statistical Mechanics and its Applications, 586, 126504.

Zhang, Q., Zeng, F., Xiao, Z., Jiang, H., Regan, A.C., Yang, K. and Zhu, Y., (2022), Toward Predicting Stay Time for Private Car Users: A RNN-NALU Approach. IEEE Transactions on Vehicular Technology71(6), pp.6007-6018.

Bai, J, Yu, W, Xiao, Z, Regan, A, Wu, D, Jiao, L (2021), TwoStream Spatial-Temporal Graph Convolutional Networks for Driver Drowsiness Detection, IEEE Transactions on Cybernetics, in press.

Chae, R. and A.C. Regan (2021), An Analysis of Harmony Search for Solving Sudoku Puzzles, Soft Computing Letters.

Xiao, Z., H. Xiao, W. Chen, H. Chen, A.C. Regan, H., Jiang (2021), Exploring Human Mobility Pattern and Travel Behavior: A Focus on Private Cars, IEEE Intelligent Systems Magazine.

Sheikh, M. S., Wang, J., and A.C. Regan (2021), A Game Theory-Based Controller Approach for Identifying Incidents Caused by Aberrant Lane Changing Behavior, Physica A: Statistical Mechanics and its Applications.

Jiang, B., M.D., Siddiqi, R. Asadi and A.C. Regan (2021), Imputation of Missing Traffic Flow Data Using Denoising Autoencoders, Procedia Computer Science, 184, 84-91.

Siddiqi, M.D. B. Jiang, R. Asadi and A.C. Regan (2021), Hyperparameter Tuning to Optimize Implementations of Denoising Autoencoders for Imputation of Missing Spatio-temporal Data, Procedia Computer Science, 184, 107-114.

Bai, J., B. Ding, Z. Xiao,  L. Jiao, H. Chen, and A. C. Regan (2021), Hyperspectral Image Classification Based on Deep
Attention Graph Convolutional Network,  IEEE Transactions on Geoscience and Remote Sensing.

Alharthi D., and A.C. Regan, A Literature Survey and Analysis on Social Engineering Defense Mechanisms And Infosec Policies (2021), International Journal of Network Security & Its Applications.

Conference Papers:

Shafienya H., and Regan, A.C. (2022), 4-D Flight Trajectory Prediction: Comparison of CNN-GRU Model Structure Based on ADS-B Data, IEEE AeroConf 2022.

Lewis, A., F. Chiariotti, P. Popovski and A. Regan (2021), No Shortcuts: Reducing the Impact of Driving Apps On Residential Roads” 14th International Conference on Information Society.

Aguma, J.C. and A.C. Regan (2021), A Matching Mechanism with Anticipatory Tolls for Congestion Pricing, 2021 IEEE ITS Conference, September, 2021.

Lewis, A.N and A.C. Regan (2021), California Paratransit Agency Responses to the Adoption of Sub-contracted Services Using Privacy Preserving Technologies, Transportation Research Forum.

Nguyen, L.D., A. N. Lewis, I. Leyva-Mayorga, A.C. Regan, and P. Popovski (2021)
B-ETS: A Trusted Blockchain-based Emissions Trading System for Vehicle-to-Vehicle Networks, VEHITS 2021. Best Paper Award Winner!

Alharthi, D and A.C. Regan (2021), Social Engineering InfoSec Policies (SE-IPs). 14th International Conference on Network Security & Applications (CNSA 2021). Zurich, Switzerland.

 


Data for Yarkony, J., Haghani, N. and Regan, A., 2021. Graph Generation: A New Approach to Solving Expanded Linear Programming Relaxations. arXiv preprint arXiv:2110.01070Graph Generation Instances