Appointment: Associate Professor

Research topics:

• Machine Learning and Statistical Inference
• Learning with Unlabeled Data
• Meta and Ensemble learning
• Ontology for Knowledge Representation

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861 to 870 of 888 Results
VI2VI-preprocessed.7z
Aug 19, 2019 - Virulence Information for Influenza Virus Infection (VI2VI) in Mice
7Z Archive - 47.9 KB - MD5: e3c84250d93d54ce1008bdc98b07fa94
Data
Initial VI2VI dataset - preprocessed VI2VI-raw datasets (determining the lower or upper bound for MLD50, adding the virulence classes, etc.).
VI2VI-raw.7z
Aug 19, 2019 - Virulence Information for Influenza Virus Infection (VI2VI) in Mice
7Z Archive - 195.3 KB - MD5: 69173c9f01ff34c77757033cc2672950
Data
Raw infection datasets collected from literature.
Computational identification of physicochemical signatures for host tropism of influenza A virus
Apr 22, 2019 - AcRF Tier 2 Influenza
Yin, Rui, 2019, "Computational identification of physicochemical signatures for host tropism of influenza A virus", https://doi.org/10.21979/N9/5RIS7R, DR-NTU (Data), V1
Avian influenza viruses from migratory birds have managed to cross host species barriers and infected various hosts like human and swine. Epidemics and pandemics might occur when influenza viruses are adapted to humans, causing deaths and enormous economic loss. Receptor-binding...
supplementary.rar
Apr 22, 2019 - Computational identification of physicochemical signatures for host tropism of influenza A virus
RAR Archive - 254.6 KB - MD5: 85b8c43ddde662b94f4bb7794f6310af
Additional files for Computational identification of physicochemical signatures for host tropism of influenza A virus
Influenza H1N1 antigenic and sequence data
Apr 22, 2019 - AcRF Tier 2 Influenza
Yin, Rui, 2019, "Influenza H1N1 antigenic and sequence data", https://doi.org/10.21979/N9/O5XL2X, DR-NTU (Data), V1
H1N1 is the earliest emerging subtype of influenza A viruses with available genomic sequences, has caused several pandemics and seasonal epidemics, resulting in millions of deaths and enormous economic losses. Timely determination of new antigenic variants is crucial for the vacc...
data_stacking.rar
Apr 22, 2019 - Influenza H1N1 antigenic and sequence data
RAR Archive - 17.4 KB - MD5: 63cecff67aba04f501e2fc870034bba4
This is the first published version.
VI2VI-mice-x-virus.tab
Apr 15, 2019 - Virulence Information for Influenza Virus Infection (VI2VI) in Mice
Tabular Data - 10.4 KB - 9 Variables, 114 Observations - UNF:6:GXjIYZ2XzOP0MGFfufjelA==
Data
Cleaned VI2VI dataset that provide virulence information of infections of a specific influenza virus strain in a specific mouse strain (redundant experiments were singled out).
VI2VI-virus.tab
Apr 15, 2019 - Virulence Information for Influenza Virus Infection (VI2VI) in Mice
Tabular Data - 9.9 KB - 9 Variables, 112 Observations - UNF:6:gqvKgcptk1lEZuvF5Db8ng==
Data
Cleaned VI2VI dataset that provide virulence information of influenza viruses (mouse strains were ignored and most virulent information was considered for virulence label).
Code and data for CFreeEnS
Apr 3, 2019 - AcRF Tier 2 Influenza
Zhou, Xinrui, 2019, "Code and data for CFreeEnS", https://doi.org/10.21979/N9/4YDZED, DR-NTU (Data), V1
A method called Context-Free Encoding Scheme (CFreeEnS) was proposed to encode protein sequence pairs into a numeric matrix. CFreeEnS takes advantage of rich information about the physiochemical and structural properties of amino acids. This encoding scheme keeps information abou...
code-data.zip
Apr 3, 2019 - Code and data for CFreeEnS
ZIP Archive - 80.3 MB - MD5: c31ae8f272b49954def356f35979cd43
code for CFreeEnS and datasets for testing.
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