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> 2023

Journal Papers​​​

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  • I. van der Sar, N. van Jaarsveld, I. Spiekerman, F. Toxopeus, Q.  Langens, M. Wijsenbeek, J. Dauwels, C. Moor, "Evaluation of different classification methods using electronic nose data to diagnose sarcoidosis," Journal of Breath Research, 29, 17(4), Aug 2023 (IF 3.8) PDF

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  • R. Zhang, C. Zhang, Z. Cao, W. Song, P.S. Tan, J.  Zhang, B. Wen, and J. Dauwels, "Learning to Solve Multiple-TSP With Time Window and Rejections via Deep Reinforcement Learning," in IEEE Transactions on Intelligent Transportation Systems, vol. 24, no. 1, pp. 1325-1336, Jan. 2023 (IF: 7.9). PDF

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  • A. Pandharipande , C.-H. Cheng, J. Dauwels, S. Z. Gurbuz , J. Ibanez-Guzman, G.  Li , A. Piazzoni , P. Wang , and A. Santra, "Sensing and Machine Learning for Automotive Perception: A Review," in IEEE Sensors Journal, vol. 23, no. 11, pp. 11097-11115,  June 2023 (IF 4.3). PDF

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  • S. Gannot, Z. -H. Tan, M. Haardt, N. F. Chen, H. -T. Wai, I. Tashev, W. Kellermann, J. Dauwels, "Data Science Education: The Signal Processing Perspective," IEEE Signal Processing Magazine, vol. 40, no. 7, pp. 89-93, Nov. 2023 (IF 14.9). PDF

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  • B.S. Grandey,  Z.Y. Koh, D. Samanta, B.P. Horton, J. Dauwels, and L.Y. Chew, “Monte Carlo drift correction – quantifying the drift uncertainty of global climate models,” Geosci. Model Dev., 16, 6593–6608, 2023 (IF 5.1). PDF

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  • W.Y. Peh, P. Thangavel, Y. Yao, J., Y.L. Tan, and J. Dauwels, "Six-Center Assessment of CNN-Transformer with Belief Matching Loss for Patient-Independent Seizure Detection in EEG," International Journal of Neural Systems, vol. 33, No. 03, 2023 (IF 6.6). PDF

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Conference Papers

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  • S. C. Nagavarapu, A. Abraham, N. M. Selvaraj and J. Dauwels, "A Dynamic Object Removal and Reconstruction Algorithm for Point Clouds," 2023 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI), pp. 1-8, 2023, Singapore.

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  • B. Ghosh and J. Dauwels, "A Data-Driven Approach to Estimate and Predict the Traffic Incidents' Queue Length," 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), Bilbao, Spain, 2023, pp. 2517-2522.

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  • Y. Wang, L. Liu, J. Dauwels, “Slot-VAE: Object-Centric Scene Generation with Slot Attention,” Proceedings of the 40th International Conference on Machine Learning, PMLR 202:36020-36035, 2023.

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  • R. Wijnands, J. Dauwels, I. Serra, P. Kruizinga, A. Badura and B. Hunyadi, "Modeling and Inference of Sparse Neural Dynamic Functional Connectivity Networks Underlying Functional Ultrasound Data," 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW), 2023, Rhodes Island, Greece.

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  • J. Zeng, R. Butler, J. J. van den Dobbelsteen, B. H. W. Hendriks, M. V. der Elst and J. Dauwels, "Automatic Camera Pose Estimation by Key-Point Matching of Reference Objects," ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, Rhodes Island, Greece.

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  • Bi, H., Kyryliuk, M., Wang, Z., Meo, C., Wang, Y., Imhoff, R., Uijlenhoet, R., and Dauwels, J., "Nowcasting of Extreme Precipitation Using Deep Generative Models," ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, Rhodes Island, Greece.

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  • Chua, V.Y.H., Liu, H., Garcia, L.P., Woon, F.T., Wong, J., Zhang, X., Khudanpur, S., Khong, A.W.H., and Dauwels, J., Styles, S.J., “MERLIon CCS Challenge: A English-Mandarin code-switching child-directed speech corpus for language identification and diarization,” Proc. INTERSPEECH 2023, 4109-4113, 2023, Dublin, Ireland.

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  • Styles, S. J., Chua, V. Y. H., Woon, F. T., Liu, H., Perera, L. P. G., Khudanpur, S., Khong, A. W. H., and Dauwels, J., Investigating model performance in language identification: beyond simple error statistics. Proceedings of the Annual Conference of the International Speech Communication Association, Proc. INTERSPEECH 2023, 4129-4133, 2023, Dublin, Ireland.

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  • Lee, K., Jiang, Y., Dauwels, J., and Su, R., “Enhancing fixed transit services with demand-responsive limited-stop services considering alternative routes,” 27th International Conference of Hong Kong Society for Transportation Studies (HKSTS 2023), 2023, Hong Kong.

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