Zhanxing Zhu
Research Assistant
- Office:
-
Room T-B307 in Computer Science Building,
Konemiehentie 2, Otaniemi campus area, Espoo - Postal Address:
-
Aalto University School of Science,
Department of Information and Computer Science,
P.O. Box 15400, FI-00076 Aalto, Finland - Telephone:
- +358 44 5006074
- Email:
- zhanxing DOT zhu AT aalto DOT fi
Description
I was born in 1987 in Hebei Province, China. I received my Bachelor degree from Talent School (School of Advanced Engineering), Beihang University in 2009, China, majoring Automation. Then I came to Aalto University School of Science, Finland. Currently I am a 2nd year master student in MACADAMIA program focusing on Machine Learning and Data Mining. Also I am a research assistant in Environmental and Industrial Machine Learning group (EIML).
Local geometry and optimization theories are my favourite topics.
Research
Dimensionality reduction for regression, optimization theories, nonnegative matrix factorization, and applications of local linear model and ensemble techniques.
Publications
List of Publications. Order by: Type | Date
2. Local linear regression for soft-sensor design with application to an industrial deethanizer
Zhanxing Zhu, Francesco Corona, Amaury Lendasse, Roberto Baratti and Jose Romagnoli.
In 18th World Congress of the International Federation of Automatic Control (IFAC). August, 2011.
1. Local Linear Regression for Soft-Sensor Design with Application to an Industrial Deethanizer
Zhanxing Zhu, Francesco Corona, Amaury Lendasse, Roberto Baratti and Jose Romagnoli.
In Proceedings of the 18th IFAC World Congress, volume 18, pages 2839--2844. 2011.
1. Automatic Rank Determination in Projective Nonnegative Matrix Factorization
Zhirong Yang, Zhanxing Zhu and Erkki Oja.
In Proceedings of 9th International Conference on Latent Variable Analysis and Signal Separation. 2010.
2. A Fixed-Point Algorithm for Nonnegative Independent Component Analysis
Zhenwei Shi, Xueyan Tan, Zhanxing Zhu and Zhiguo Jiang.
In Proceedings of 5th International Conference on Natural Computation, pages 482-485. 2009.
1. Quadratic Form Innovation to Blind Source Separation
Zhenwei Shi, Zhanxing Zhu, Xueyan Tan and Zhiguo Jiang.
In Proceedings of 5th International Conference on Natural Computation, pages 594-597. 2009.
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