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Publications

523 result(s)
The Effect of Spectrogram Reconstructions on Automatic Music Transcription: An Alternative Approach to Improve Transcription Accuracy
Cheuk K.W., Luo Y.J., Benetos E., Herremans D., 2021, Proceedings of the International Conference on Pattern Recognition (ICPR2020)., https://arxiv.org/abs/2010.09969
Underwater Acoustic Communication Receiver Using Deep Belief Network
Lee-Leon A., Yuen C., Herremans D., 2021, IEEE Transactions on Communications, https://arxiv.org/abs/2102.13397
Global PAC Bounds for Learning Discrete Time Markov Chains
Hugo Bazille, Blaise Genest, Cyrille Jegourel (corresponding author), Jun Sun, 2020, CAV 2020, Los Angeles, USA
Zero-Parameter-Information FDI Attacks Against Power System State Estimation
Zhenyong Zhang, Ruilong Deng, David K. Y. Yau, Peng Cheng, and Jiming Chen, 2020, In Proc. American Control Conference, Denver, CO, July 2020
Reconstructing Train Logs from Smart Card Data using Passenger Correlations
H. E. Tan, D. W. Soh, and Y. S. Soh, 2020, Transport Research Board 99th Annual Meeting
A dataset and classification model for Malay, Hindi, Tamil and Chinese music
Nahar F., Agres K., BT B, Herremans D., 2020, 2020. 13th Workshop on music and machine learning (MML) as part of ECML/PKDD, https://arxiv.org/pdf/2009.04459.pdf
A variational autoencoder for music generation controlled by tonal tension
Guo R, Simpson I, Magnusson T, Kiefer C., Herremans D., 2020, 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, 2020, 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, 2020. IEEE International Conference on Signal Processing and Communications (SPCOM)., https://dorienherremans.com/sites/default/files/preprint%20flow.pdf
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, 2020, IEEE SmartGridComm