Menghang Xia

Statistics and Probability · 2007–2016

A researcher in the Science corpus: 3 papers; trusts 2 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 6 citations into it
• Artificial Intelligence — 5 citations into it

Whom Menghang Xia trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Jerome H. Friedman
2. Naomi S. Altman
3. Trevor J. Hastie

Papers from Menghang Xia's perspective

Ordered by how strongly the researchers Menghang Xia trusts endorse each paper. Same corpus, a different order for every researcher.

1. Regression Shrinkage and Selection via the Lasso
2. Random Forests
3. Greedy function approximation: A gradient boosting machine.
4. Ridge Regression: Biased Estimation for Nonorthogonal Problems
5. Extremely randomized trees
6. DrugBank: a knowledgebase for drugs, drug actions and drug targets
7. The druggable genome (Nature reviews. Drug discovery)
8. The ToxCast program for prioritizing toxicity testing of environmental chemicals.
9. Principles for modulation of the nuclear receptor superfamily (Nature reviews. Drug discovery)
10. High-throughput screening assays for the identification of chemical probes.

Their papers

• High-throughput screening assays for the identification of chemical probes. (2007) — 577 citations
• Tox21Challenge to Build Predictive Models of Nuclear Receptor and Stress Response Pathways as Mediated by Exposure to Environmental Chemicals and Drugs (2016) — 222 citations
• Integrated Model of Chemical Perturbations of a Biological Pathway Using 18 In Vitro High-Throughput Screening Assays for the Estrogen Receptor. (2015) — 281 citations