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Collaborations and top research areas from the last five years
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An end-to-end approach for child reading assessment in the Xhosa language
Chevtchenko, S., Navas, N., Vale, R., Ubaudi, F., Lucwaba, S., Ardington, C., Afshar, S., Antoniou, M. & Afshar, S., 2025, Artificial Intelligence in Education: 26th International Conference, AIED 2025, Palermo, Italy, July 22-26, 2025, Proceedings, Part II. Cristea, A. I., Walker, E., Lu, Y., Santos, O. C. & Isotani, S. (eds.). Switzerland: Springer, p. 106-119 14 p. (Lecture Notes in Computer Science; vol. 15877).Research output: Chapter in Book / Conference Paper › Chapter › peer-review
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Drone-Based Sound Source Localization: A Systematic Literature Review
Chevtchenko, S. F., Rodriguez, B. J., Vale, R., Soti, A., Bethi, Y., Ibnul, N., Marcireau, A., Azghadi, M. R., Wabnitz, A. & Afshar, S., 2025, In: IEEE Access. 13, p. 94256-94274 19 p.Research output: Contribution to journal › Review article › peer-review
Open Access8 Citations (Scopus) -
A neuromorphic architecture for reinforcement learning from real-valued observations
Chevtchenko, S. F., Bethi, Y., Ludermir, T. B. & Afshar, S., 2024, Proceedings of the 2024 International Joint Conference on Neural Networks (IJCNN 2024), june 30th - july 5th, 2024, Yokohama, Japan. U.S.: IEEE, 10 p.Research output: Chapter in Book / Conference Paper › Conference Paper › peer-review
1 Citation (Scopus) -
An optimization approach for elementary school handwritten mathematical expression recognition
Chevtchenko, S. F., Carvalho, R., Rodrigues, L., Souza, E., Rosa, D., Cordeiro, F., Pereira, C., Vieira, T., Marinho, M., Dermeval, D., Bittencourt, I. I., Isotani, S. & Macario, V., 2024, Artificial Intelligence in Education, Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky, 25th International Conference, AIED 2024, Recife, Brazil, July 8-12, 2024, Proceedings, Part II. Olney, A. M., Chounta, I.-A., Liu, Z., Santos, O. C. & Bittencourt, I. I. (eds.). Switzerland: Springer, p. 234-241 8 p. (Communications in Computer and Information Science; vol. 2151 CCIS).Research output: Chapter in Book / Conference Paper › Chapter › peer-review
2 Citations (Scopus) -
Handwritten equation detection in disconnected, low-cost mobile devices
Souza, E., Santos, E. L. D., Rodrigues, L., Rosa, D., Cordeiro, F., Pereira, C., Chevtchenko, S., Carvalho, R., Vieira, T., Marinho, M., Dermeval, D., Bittencourt, I. I., Isotani, S. & Macario, V., 2024, Artificial Intelligence in Education: Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky, 25th International Conference, AIED 2024, Recife, Brazil, July 8-12, 2024. Proceedings, Part II. Olney, A. M., Chounta, I.-A., Liu, Z., Santos, O. C. & Bittencourt, I. I. (eds.). Switzerland: Springer Nature, p. 132-139 8 p. (Communications in Computer and Information Science; vol. 2151).Research output: Chapter in Book / Conference Paper › Conference Paper › peer-review
Datasets
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EGRA-Xhosa-14.9k: Annotated Child Reading Audio Dataset
Chevtchenko, S., Navas, N., Vale, R., Ubaudi, F., Lucwaba , S., Ardington , C., Afshar, S., Antoniou, M. & Afshar, S., Western Sydney University, 21 May 2025
DOI: 10.26183/93x0-qy45, https://research-data.westernsydney.edu.au/published/7dfe822035f011f096a41d0408cdc7bb
Dataset
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Ultrasonic Acoustic Dataset of Industrial Drill Degradation and Failure
Chevtchenko, S., Ibnul, N. & Afshar, S., Western Sydney University, 24 Apr 2026
DOI: 10.26183/v7kh-b648, https://research-data.westernsydney.edu.au/published/eb7b78503f7f11f1a4923741fec30ff7
Dataset