Publications
On the Analysis of EM for truncated mixtures of two Gaussians
Sai Ganesh Nagarajan and Ioannis Panageas, 31st International Conference on Algorithmic Learning Theory (ALT), San Diego, USA, February 8-11, 2020., San Diego, USA
Reconstructing Train Logs from Smart Card Data using Passenger Correlations
H. E. Tan, D. W. Soh, and Y. S. Soh, Transport Research Board 99th Annual Meeting
"You Cannot Offer Such a Suggestion": Designing for Family Care-giver Input in Home Care Systems
Pin Sym Foong, Charis Anne Lim, Joshua Wong, Chang Siang Lim, Simon Tangi Perrault, and Gerald Huat Choon Koh., Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI ’20), 13, https://doi.org/10.1145/3313831.3376607
A dataset and classification model for Malay, Hindi, Tamil and Chinese music
Nahar F., Agres K., BT B, Herremans D., 2020. 13th Workshop on music and machine learning (MML) as part of ECML/PKDD, https://arxiv.org/pdf/2009.04459.pdf
A game-theoretic analysis for complementary and substitutable IoT services delivery with externalities
Yang Zhang, Zehui Xiong, Dusit Niyato, Ping Wang, H. Vincent Poor, and Dong In Kim, IEEE Transactions on Communications, vol. 68, no. 1, 615-629
A variational autoencoder for music generation controlled by tonal tension
Guo R, Simpson I, Magnusson T, Kiefer C., Herremans D., Joint Conference on AI Music Creativity (CSMC + MuMe)., https://arxiv.org/abs/2010.06230
Accurate Disaggregation of Chiller Plant Loads Using Noisy Magnetic Field Measurements
ChongAih Hau, Binbin Chen, Ziling Zhou, and William G Temple, IEEE SmartGridComm
Acoustic prediction of flowrate: varying liquid jet stream onto a free surface
Balamurali BT, Aslim E.J, Ng YShu Lynn, Kuo TLi Chuen, Chen J Shihang, Herremans D., Ng LGuat, Chen J.M., 2020. IEEE International Conference on Signal Processing and Communications (SPCOM)., https://dorienherremans.com/sites/default/files/preprint%20flow.pdf
Adaptive Noise Injection for Training Stochastic Student Networks from Deterministic Teachers
YXM Tan, Y Elovici, A Binder, ICPR 2020
An Attack-Trace Generating Toolchain for Cybersecurity Study of IEC 61850 based Substations
Partha Biswas, Yuan Li, Heng Chuan Tan, Daisuke Mashima, and Binbin Chen, IEEE SmartGridComm