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Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 11 Sustainable Cities and Communities
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Collaborations and top research areas from the last five years
Research output
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Learning from Stochastic Teacher Representations Using Student-Guided Knowledge Distillation
Aslam, M. H., Martinez, C., Pedersoli, M., Koerich, A. L., Etemad, A. & Granger, E., 2026, Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Proceedings. Ribeiro, R. P., Soares, C., Gama, J., Pfahringer, B., Japkowicz, N., Larrañaga, P., Jorge, A. M. & Abreu, P. H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 235-253 19 p. (Lecture Notes in Computer Science; vol. 16018 LNCS).Research output: Contribution to Book/Report types › Contribution to conference proceedings › peer-review
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Alleviating Catastrophic Forgetting in Facial Expression Recognition with Emotion-Centered Models
Laurensi, I. A., de Souza Britto, A., Barddal, J. P. & Koerich, A. L., 2025, Pattern Recognition - 27th International Conference, ICPR 2024, Proceedings. Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, C.-L., Bhattacharya, S. & Pal, U. (eds.). Springer Science and Business Media Deutschland GmbH, p. 208-224 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15309 LNCS).Research output: Contribution to Book/Report types › Contribution to conference proceedings › peer-review
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A Novel Genetic Algorithm Approach for Discriminative Subspace Optimization
Gatto, B. B., Mollinetti, M. A. F., dos Santos, E. M., Koerich, A. L. & da Silva Junior, W. S., 2025, Intelligent Systems - 34th Brazilian Conference, BRACIS 2024, Proceedings. Paes, A. & Verri, F. A. N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 64-79 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15412 LNAI).Research output: Contribution to Book/Report types › Contribution to conference proceedings › peer-review
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Concept Drift Adaptation in Text Stream Mining Settings: A Systematic Review
Garcia, C. M., Abilio, R., Koerich, A. L., Britto, A. D. S. & Barddal, J. P., 5 Feb 2025, In: ACM Transactions on Intelligent Systems and Technology. 16, 2, 27.Research output: Contribution to journal › Review Article › peer-review
Open Access4 Citations (Scopus) -
Disentangled Source-Free Personalization for Facial Expression Recognition with Neutral Target Data
Sharafi, M., Ollivier, E., Zeeshan, M. O., Belharbi, S., Koerich, A. L., Pedersoli, M., Bacon, S. & Granger, E., 2025, 2025 IEEE 19th International Conference on Automatic Face and Gesture Recognition, FG 2025. Institute of Electrical and Electronics Engineers Inc., (2025 IEEE 19th International Conference on Automatic Face and Gesture Recognition, FG 2025).Research output: Contribution to Book/Report types › Contribution to conference proceedings › peer-review
1 Citation (Scopus)
Datasets
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Multiresolution Texture Analysis of Histopathologic Images Using Ecological Diversity Measures
Ataky, S. T. (Creator), Koerich, A. L. (Creator) & Ataky, S. T. (Contributor), Code Ocean, 2023
Dataset