Research output per year
Research output per year
Personal profile
Artistic and research interests
Data Mining; Statistical Association Mining; Machine Learning.
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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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Optimizing Feature Selection for Unbalanced Metabolomics Data with A Background Factor : A Comparative Study in Parkinson's Disease
Zhang, Y., Hämäläinen, W., Reinikka, P., Herukka, S. K., Leinonen, V., Lehtonen, M. & Lehtonen, Š., 2024, Proceedings - 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024. Cannataro, M., Zheng, H., Gao, L., Cheng, J., de Miranda, J. L., Zumpano, E., Hu, X., Cho, Y.-R. & Park, T. (eds.). IEEE, p. 5884-5891 8 p. (Proceedings (IEEE international conference on bioinformatics and biomedicine)).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile2 Downloads (Pure) -
Category tree distance: a taxonomy-based transaction distance for web user analysis
Zhang, Y., Zhao, Q., Shi, Y., Li, J. & Rao, W., Jan 2023, In: Data Mining and Knowledge Discovery. 37, 1, p. 39-66 28 p.Research output: Contribution to journal › Article › Scientific › peer-review
2 Citations (Scopus) -
Chinese diabetes datasets for data-driven machine learning
Zhao, Q., Zhu, J., Shen, X., Lin, C., Zhang, Y., Liang, Y., Cao, B., Li, J., Liu, X., Rao, W. & Wang, C., 19 Jan 2023, In: Scientific Data. 10, 1, 35.Research output: Contribution to journal › Data Article › Scientific › peer-review
Open AccessFile28 Citations (Scopus)2618 Downloads (Pure) -
DualTaxoVec: Web user embedding and taxonomy generation
Zhao, Q., Fan, L., Zhang, Y., Li, J., Shi, Y., Rao, W. & Liu, X., 8 Jul 2023, In: Knowledge-Based Systems. 271, 110565.Research output: Contribution to journal › Article › Scientific › peer-review
1 Citation (Scopus) -
STIP: A Seasonal Trend Integrated Predictor for Blood Glucose Level in Time Series
Rao, W., Yang, G., Zhao, Q., Liu, Y., Zhu, H., Li, M., Li, X. & Zhang, Y., 2023, Advanced Data Mining and Applications - 19th International Conference, ADMA 2023, Proceedings. Yang, X., Wang, B., Suhartanto, H., Wang, G., Jiang, J., Li, B., Zhu, H. & Cui, N. (eds.). Springer, p. 437-450 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14180 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Activities
- 1 Conference presentation
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Optimizing Feature Selection for Unbalanced Metabolomics Data with a Background Factor: A Comparative Study in Parkinson’s Disease
Zhang, Y. (Speaker)
3 Dec 2024Activity: Talk or presentation types › Conference presentation