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Fingerprint Fingerprint is based on mining the text of the expert's scholarly documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

Proteins Medicine & Life Sciences
Protein Mathematics
Genes Engineering & Materials Science
Graphical Models Mathematics
Protein folding Engineering & Materials Science
Sequence Alignment Medicine & Life Sciences
High-Throughput Nucleotide Sequencing Medicine & Life Sciences
Homology Mathematics

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Research Output 2009 2019

Identification of pathways associated with chemosensitivity through network embedding

Wang, S., Huang, E., Cairns, J., Peng, J., Wang, L. & Sinha, S., Mar 1 2019, In : PLoS computational biology. 15, 3, e1006864.

Research output: Contribution to journalArticle

Open Access
Pathway
Genes
Gene
gene
genes

Integrating satellite and climate data to predict wheat yield in Australia using machine learning approaches

Cai, Y., Guan, K., Lobell, D., Potgieter, A. B., Wang, S., Peng, J., Xu, T., Asseng, S., Zhang, Y., You, L. & Peng, B., Aug 15 2019, In : Agricultural and Forest Meteorology. 274, p. 144-159 16 p.

Research output: Contribution to journalArticle

artificial intelligence
wheat
climate
prediction
remote sensing

Metagenomic binning through low-density hashing

Luo, Y., Yu, Y. W., Zeng, J., Berger, B. & Peng, J., Jan 15 2019, In : Bioinformatics. 35, 2, p. 219-226 8 p.

Research output: Contribution to journalArticle

Open Access
Metagenomics
Binning
Hashing
Bioinformatics
Computational Biology

Similarity modeling on heterogeneous networks via automatic path discovery

Yang, C., Liu, M., He, F., Zhang, X., Peng, J. & Han, J., Jan 1 2019, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Proceedings. Bonchi, F., Berlingerio, M., Gärtner, T., Hurley, N. & Ifrim, G. (eds.). Springer-Verlag, p. 37-54 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11052 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Heterogeneous networks
Heterogeneous Networks
Reinforcement learning
Path
Computer simulation

Stratification of amyotrophic lateral sclerosis patients: A crowdsourcing approach

The ALS Stratification Consortium & Peng, J., Jan 1 2019, In : Scientific Reports. 9, 1, 690.

Research output: Contribution to journalArticle

Open Access
Crowdsourcing
Amyotrophic Lateral Sclerosis
Cluster Analysis
Clinical Trials
Neurodegenerative Diseases