Publications
Machine Learning Research that Matters for Music Creation: A Case Study
Sturm B., Ben-Tal O., Monaghan U., Collins N., Herremans D., Chew E., Hadjeres G., Deruty E., Pachet F, 2019, Journal of New Music Research, 48(1), 36-55, http://dorienherremans.com/sites/default/files/concert_paper_preprint.pdf
Massive Wireless Random Access with Successive Decoding: Delay Analysis and Optimization
Z. Chen, Q. Yao, H. Yang, and T. Q. S. Quek, 2019, IEEE Trans. Commun, vol. 67, no. 1, 457–471
Memory snapshot dataset of a compromised host with malware using obfuscation evasion techniques
I Sadek, P Chong, SU Rehman, Y Elovici, A Binder, 2019, Data in Brief, 104437, https://www.sciencedirect.com/science/article/pii/S2352340919307929
Mobility-on-Demand using Autonomous Vehicles: Systems, Solutions and Challenges
M. Meghjani, H. Guo, Z. Meng, S. Hao, F. Mengdan, W. K. Leong, K. Chaudhary, M. H. Ang Jr., D. Rus, 2019, Cooperative Intelligent Transport Systems: Towards High-Level Automated Driving, The Institution of Engineering and Technology (IET), Cooperative Intelligent Transport Systems: Towards High-Level Automated Driving, The Institution of Engineering and Technology (IET), Cooperative Intelligent Transport Systems: Towards High-Level Automated Driving, The Institution of Engineering and Technology (IET), Cooperative Intelligent Transport Systems: Towards High-Level Automated Driving, The Institution of Engineering and Technology (IET), Cooperative Intelligent Transport Systems: Towards High-Level Automated Driving, The Institution of Engineering and Technology (IET), Cooperative Intelligent Transport Systems: Towards High-Level Automated Driving, The Institution of Engineering and Technology (IET), Cooperative Intelligent Transport Systems: Towards High-Level Automated Driving, The Institution of Engineering and Technology (IET), Cooperative Intelligent Transport Systems: Towards High-Level Automated Driving, The Institution of Engineering and Technology (IET), Cooperative Intelligent Transport Systems: Towards High-Level Automated Driving, The Institution of Engineering and Technology (IET)
Modeling Marked Temporal Point Process Using Multi-relation Structure RNN
Hongyun Cai, Thanh Tung Nguyen, Yan Li, Vincent W. Zheng, Binbin Chen, Gao Cong, and Xiaoli Li, 2019, Springer Cognitive Computation
Multimodal Deep Models for Predicting Affective Responses Evoked by Movies
T. Phuong HThi, Herremans D., Roig G., 2019, The 2nd International Workshop on Computer Vision for Physiological Measurement as part of ICCV, Seoul, South Korea, https://arxiv.org/abs/1909.06957
Network Transparency for Better Internet Security
C.Pappas, T.Lee, R.M.Reischuk, P.Szalachowski, A.Perrig, 2019, In IEEE/ACM Transactions on Networking (ToN), In IEEE/ACM Transactions on Networking (ToN), In IEEE/ACM Transactions on Networking (ToN), In IEEE/ACM Transactions on Networking (ToN), In IEEE/ACM Transactions on Networking (ToN)
nnAudio: A PyTorch Audio Processing Tool Using 1D Convolution neural networks
Cheuk K.W., Agres K., Herremans D., 2019, The 20th International Society for Music Information Retrieval Conference (ISMIR) – Late Breaking Demo
NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding
Jun Liu, Amir Shahroudy, Mauricio Perez, Gang Wang, Ling-Yu Duan, Alex C. Kot, 2019, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
On-device Scalable Image-based Localization via Prioritized Cascade Search and Fast One-Many RANSAC
Trung Tran, NM Cheung, et al, 2019, IEEE Transactions on Image Processing 2019