Jingyi Jessica Li
Orcid: 0000-0002-9288-5648
According to our database1,
Jingyi Jessica Li
authored at least 22 papers
between 2012 and 2023.
Collaborative distances:
Collaborative distances:
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Bibliography
2023
A Python Package <i>itca</i> for Information-Theoretic Classification Accuracy: A Criterion That Guides Data-Driven Combination of Ambiguous Outcome Labels in Multiclass Classification.
J. Comput. Biol., November, 2023
2022
Information-theoretic Classification Accuracy: A Criterion that Guides Data-driven Combination of Ambiguous Outcome Labels in Multi-class Classification.
J. Mach. Learn. Res., 2022
Simulating Single-Cell Gene Expression Count Data with Preserved Gene Correlations by scDesign2.
J. Comput. Biol., 2022
Hierarchical Neyman-Pearson Classification for Prioritizing Severe Disease Categories in COVID-19 Patient Data.
CoRR, 2022
scSampler: fast diversity-preserving subsampling of large-scale single-cell transcriptomic data.
Bioinform., 2022
Single-cell generalized trend model (scGTM): a flexible and interpretable model of gene expression trend along cell pseudotime.
Bioinform., 2022
2021
PLoS Comput. Biol., 2021
J. Mach. Learn. Res., 2021
Bipartite tight spectral clustering (BiTSC) algorithm for identifying conserved gene co-clusters in two species.
Bioinform., 2021
scPNMF: sparse gene encoding of single cells to facilitate gene selection for targeted gene profiling.
Bioinform., 2021
Bioinform., 2021
2020
Statistical Hypothesis Testing versus Machine Learning Binary Classification: Distinctions and Guidelines.
Patterns, 2020
Bridging Cost-sensitive and Neyman-Pearson Paradigms for Asymmetric Binary Classification.
CoRR, 2020
2019
Word and Sentence Embedding Tools to Measure Semantic Similarity of Gene Ontology Terms by Their Definitions.
J. Comput. Biol., 2019
Bioinform., 2019
2018
Quant. Biol., 2018
2017
Hybrid Statistical and Mechanistic Mathematical Model Guides Mobile Health Intervention for Chronic Pain.
J. Comput. Biol., 2017
2016
NMFP: a non-negative matrix factorization based preselection method to increase accuracy of identifying mRNA isoforms from RNA-seq data.
BMC Genom., 2016
Epigenome overlap measure (EPOM) for comparing tissue/cell types based on chromatin states.
BMC Genom., 2016
2014
Comparative analysis of regulatory information and circuits across distant species Open.
Nat., 2014
2012