Projects per year
Personal profile
Keywords
- Computer Science
- Data management
- Machine Learning
- Data Mining
- Artificial Intelligence
- Intelligent Transport Systems
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Collaborations from the last five years
Dive into details by clicking on the dots.
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A Data-Intensive Paradigm for Dynamic, Uncertain Networks
Yang, B. (PI)
01/09/2019 → 31/08/2023
Project: Research
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Light-AI for Cognitive Power Electronics
Wang, H. (PI), Yang, B. (PI), Zhao, S. (Project Participant) & Zhang, Y. (Project Participant)
01/08/2019 → 31/07/2023
Project: Research
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Algorithmic Foundations for Data-Intensive Routing
Yang, B. (PI)
01/03/2019 → 28/02/2021
Project: Other
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Astra: Analytics of Time series in spatial networks
Yang, B. (PI), Guo, C. (CoPI) & Cirstea, R.-G. (Project Participant)
01/10/2018 → 30/09/2021
Project: Research
Research output
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A Memory Guided Transformer for Time Series Forecasting
Cheng, Y., Guo, C., Yang, B. & Jensen, C. S., 21 Feb 2025, In: Proceedings of the VLDB Endowment. 18, 2, p. 239-252 14 p.Research output: Contribution to journal › Conference article in Journal › Research › peer-review
Open Access3 Citations (Scopus) -
Dependency-Aware Differentiable Neural Architecture Search
Zhang, B., Wu, X., Miao, H., Guo, C. & Yang, B., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer, p. 219-236 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 15113 LNCS).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
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A Crystal Knowledge-Enhanced Pre-training Framework for Crystal Property Estimation
Yu, H., Song, Y., Hu, J., Guo, C., Yang, B. & Jensen, C. S., 2024, Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track: European Conference, ECML PKDD 2024, Vilnius, Lithuania, September 9–13, 2024, Proceedings, Part X. Bifet, A., Krilavičius, T., Miliou, I. & Nowaczyk, S. (eds.). Berlin, Heidelberg: Springer, p. 231-246 16 p. (Lecture Notes in Computer Science, Vol. LNCS 14950).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
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Adversarial Graph Neural Network for Multivariate Time Series Anomaly Detection.
Zheng, B., Ming, L., Zeng, K., Zhou, M., Zhang, X., Ye, T., Yang, B., Zhou, X. & Jensen, C. S., 2024, In: IEEE Transactions on Knowledge and Data Engineering. 36, 12, p. 7612-7626 15 p., 12.Research output: Contribution to journal › Journal article › Research › peer-review
1 Citation (Scopus) -
A Unified Replay-Based Continuous Learning Framework for Spatio-Temporal Prediction on Streaming Data
Miao, H., Zhao, Y., Guo, C., Yang, B., Zheng, K., Huang, F., Xie, J. & Jensen, C. S., 2024, Proceedings - 2024 IEEE 40th International Conference on Data Engineering, ICDE 2024. IEEE (Institute of Electrical and Electronics Engineers), p. 1050-1062 13 p. (Proceedings - International Conference on Data Engineering).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
28 Citations (Scopus)
Datasets
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Data from: Genome-wide SNP data unveils the globalization of domesticated pigs
Yang, B. (Creator), Cui, L. (Creator), Perez-Enciso, M. (Creator), Traspov, A. (Creator), Crooijmans, R. P. M. A. (Creator), Zinovieva, N. (Creator), Schook, L. B. (Creator), Archibald, A. (Creator), Gatphayak, K. (Creator), Knorr, C. (Creator), Triantafyllidis, A. (Creator), Alexandri, P. (Creator), Semiadi, G. (Creator), Hanotte, O. (Creator), Dias, D. (Creator), Dovč, P. (Creator), Uimari, P. (Creator), Iacolina, L. (Creator), Scandura, M. (Creator), Groenen, M. A. M. (Creator), Huang, L. (Creator) & Megens, H.-J. (Creator), Dryad, 23 Aug 2018
DOI: 10.5061/dryad.30tk6, https://datadryad.org/dataset/doi:10.5061/dryad.30tk6
Dataset
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MOESM10 of Genome-wide SNP data unveils the globalization of domesticated pigs
Yang, B. (Creator), Cui, L. (Contributor), Perez-Enciso, M. (Creator), Traspov, A. (Creator), Crooijmans, R. P. M. A. (Creator), Zinovieva, N. (Creator), Schook, L. B. (Creator), Archibald, A. (Creator), Gatphayak, K. (Contributor), Knorr, C. (Creator), Triantafyllidis, A. (Creator), Alexandri, P. (Creator), Semiadi, G. (Contributor), Hanotte, O. (Creator), Dias, D. (Contributor), Dovč, P. (Contributor), Uimari, P. (Creator), Iacolina, L. (Creator), Scandura, M. (Creator), Groenen, M. A. M. (Creator), Huang, L. (Contributor) & Megens, H.-J. (Contributor), Figshare, 22 Sept 2017
DOI: 10.6084/m9.figshare.c.3886498_d1.v1, https://springernature.figshare.com/articles/figure/MOESM10_of_Genome-wide_SNP_data_unveils_the_globalization_of_domesticated_pigs/5432281/1
Dataset: Supplementary material
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MOESM3 of Genome-wide SNP data unveils the globalization of domesticated pigs
Yang, B. (Creator), Cui, L. (Contributor), Perez-Enciso, M. (Creator), Traspov, A. (Creator), Crooijmans, R. P. M. A. (Creator), Zinovieva, N. (Creator), Schook, L. B. (Creator), Archibald, A. (Creator), Gatphayak, K. (Contributor), Knorr, C. (Creator), Triantafyllidis, A. (Creator), Alexandri, P. (Creator), Semiadi, G. (Contributor), Hanotte, O. (Creator), Dias, D. (Contributor), Dovč, P. (Contributor), Uimari, P. (Creator), Iacolina, L. (Creator), Scandura, M. (Creator), Groenen, M. A. M. (Creator), Huang, L. (Contributor) & Megens, H.-J. (Contributor), Figshare, 22 Sept 2017
DOI: 10.6084/m9.figshare.c.3886498_d9.v1, https://springernature.figshare.com/articles/figure/MOESM3_of_Genome-wide_SNP_data_unveils_the_globalization_of_domesticated_pigs/5432416/1
Dataset: Supplementary material
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MOESM5 of Genome-wide SNP data unveils the globalization of domesticated pigs
Yang, B. (Creator), Cui, L. (Contributor), Perez-Enciso, M. (Creator), Traspov, A. (Creator), Crooijmans, R. P. M. A. (Creator), Zinovieva, N. (Creator), Schook, L. B. (Creator), Archibald, A. (Creator), Gatphayak, K. (Contributor), Knorr, C. (Creator), Triantafyllidis, A. (Creator), Alexandri, P. (Creator), Semiadi, G. (Contributor), Hanotte, O. (Creator), Dias, D. (Contributor), Dovč, P. (Creator), Uimari, P. (Creator), Iacolina, L. (Creator), Scandura, M. (Creator), Groenen, M. A. M. (Creator), Huang, L. (Contributor) & Megens, H.-J. (Contributor), Figshare, 22 Sept 2017
DOI: 10.6084/m9.figshare.c.3886498_d11.v1, https://springernature.figshare.com/articles/figure/MOESM5_of_Genome-wide_SNP_data_unveils_the_globalization_of_domesticated_pigs/5432446/1
Dataset: Supplementary material
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MOESM2 of Genome-wide SNP data unveils the globalization of domesticated pigs
Yang, B. (Creator), Cui, L. (Contributor), Perez-Enciso, M. (Creator), Traspov, A. (Creator), Crooijmans, R. P. M. A. (Creator), Zinovieva, N. (Creator), Schook, L. B. (Creator), Archibald, A. (Creator), Gatphayak, K. (Contributor), Knorr, C. (Creator), Triantafyllidis, A. (Creator), Alexandri, P. (Creator), Semiadi, G. (Contributor), Hanotte, O. (Creator), Dias, D. (Contributor), Dovč, P. (Contributor), Uimari, P. (Creator), Iacolina, L. (Creator), Scandura, M. (Creator), Groenen, M. A. M. (Creator), Huang, L. (Contributor) & Megens, H.-J. (Contributor), Figshare, 22 Sept 2017
DOI: 10.6084/m9.figshare.c.3886498_d8.v1, https://springernature.figshare.com/articles/dataset/MOESM2_of_Genome-wide_SNP_data_unveils_the_globalization_of_domesticated_pigs/5432404/1
Dataset
Prizes
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Best Paper in Pervasive and Embedded Computing, Shanghai Computer Academy
Yang, B. (Recipient), 2015
Prize: Conference prizes
Press/Media
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Villum Fonden støtter otte projekter med i alt 52,5 mio. kr.
Larsen, K. G., Rasmussen, M. R., Hose, K., Albertsen, M., Wang, H. & Yang, B.
07/05/2020
1 item of Media coverage
Press/Media: Press / Media
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Villum Fonden støtter 8 tværfaglige projekter i nyt program
Hose, K., Albertsen, M., Wang, H., Yang, B., Larsen, K. G. & Rasmussen, M. R.
29/03/2020
1 item of Media coverage
Press/Media: Press / Media
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Kunstig intelligens skal hjælpe Bring med at ruteoptimere
18/01/2019
1 item of Media coverage
Press/Media: Press / Media
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Kunstig intelligens gør trafikken smartere
21/12/2018
1 item of Media coverage
Press/Media: Press / Media
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Millionbevilling til AAU-forskere
Ydesen, C., Hose, K. & Yang, B.
13/12/2018
2 items of Media coverage
Press/Media: Press / Media