Li, Jia Autor
Explainable machine learning by SEE-Net: closing the gap between interpretable models and DNNs
- Seo B.
- Li J.
Scientific Reports - 1/12/2024
GeM-LR: Discovering predictive biomarkers for small datasets in vaccine studies
- Lin L.
- Spreng R.L.
- Seaton K.E.
- Moses Dennison S.
- Dahora L.C.
- Schuster D.J.
- Sawant S.
- Gilbert P.B.
- Fong Y.
- Kisalu N.
- Pollard A.J.
- Tomaras G.D.
- Li J.
PLoS Computational Biology - 1/11/2024
- CiteScore: 7,1 (2023)
- SJR: 1,652 (2023)
- SNIP: 1,085 (2023)
A Machine Learning Paradigm for Studying Pictorial Realism: How Accurate are Constable's Clouds?
- Zhang Z.
- Mansfield E.C.
- Li J.
- Russell J.
- Young G.S.
- Adams C.
- Bowley K.A.
- Wang J.Z.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE - 1/1/2024
- CiteScore: 28,4 (2023)
- SJR: 6,158 (2023)
- SNIP: 6,47 (2023)
Multisource single-cell data integration by MAW barycenter for Gaussian mixture models
- Lin L.
- Shi W.
- Ye J.
- Li J.
Biometrics - 1/6/2023
- Factor Impacto JCR: 1,9 (2022)
- CiteScore: 2,7 (2023)
- SJR: 1,48 (2023)
- SNIP: 1,325 (2023)
- Impacto JCR a 5 años: 2,4
- Categorías JCR: MATHEMATICAL & COMPUTATIONAL BIOLOGY
Robust deep neural network surrogate models with uncertainty quantification via adversarial training
- Zhang L.
- Li J.
Statistical Analysis and Data Mining - 1/6/2023
- Factor Impacto JCR: 2,1 (2023)
- CiteScore: 3,2 (2023)
- SJR: 0,625 (2023)
- SNIP: 0,982 (2023)
- Impacto JCR a 5 años: 1,8
- Categorías JCR: COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Multi-view clustering by CPS-merge analysis with application to multimodal single-cell data
- Zhang L.
- Lin L.
- Li J.
PLOS COMPUTATIONAL BIOLOGY - 1/4/2023
- Factor Impacto JCR: 3,8 (2023)
- CiteScore: 7,1 (2023)
- SJR: 1,652 (2023)
- SNIP: 1,085 (2023)
- Impacto JCR a 5 años: 4,3
- Categorías JCR: MATHEMATICAL & COMPUTATIONAL BIOLOGY
Statistical and machine learning methods for immunoprofiling based on single-cell data
- Zhang J.
- Li J.
- Lin L.
Human Vaccines and Immunotherapeutics - 1/1/2023
- Factor Impacto JCR: 4,1 (2023)
- CiteScore: 7,9 (2023)
- SJR: 0,927 (2023)
- SNIP: 0,897 (2023)
- Impacto JCR a 5 años: 4,2
- Categorías JCR: BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Applications of the Geometry-Sensitive Ensemble Mean for Lake-Effect Snowbands and Other Weather Phenomena
- Seibert J.J.
- Greybush S.J.
- Li J.
- Zhang Z.
- Zhang F.
Monthly Weather Review - 1/2/2022
- Factor Impacto JCR: 3,2 (2022)
- CiteScore: 6,4 (2023)
- SJR: 1,89 (2022)
- SNIP: 1,234 (2022)
- Impacto JCR a 5 años: 3,7
- Categorías JCR: METEOROLOGY & ATMOSPHERIC SCIENCES
Epsilon Consistent Mixup: Structural regularization with an adaptive consistency-interpolation trade-off
- Pisztora V.
- Ou Y.
- Huang X.
- Chiaromonte F.
- Li J.
Stat - 1/12/2022
Block-Wise Variable Selection for Clustering Via Latent States of Mixture Models
- Seo B.
- Lin L.
- Li J.
Journal of Computational and Graphical Statistics - 1/1/2022
- Factor Impacto JCR: 1,884 (2021)
- CiteScore: 3,5 (2023)
- SJR: 1,72 (2022)
- SNIP: 1,676 (2022)
- Impacto JCR a 5 años: 3,123
- Categorías JCR: STATISTICS & PROBABILITY
Demographic Differences and Biases in Affect Evoked by Visual Feature
- Kandemir B.
- Kim H.
- Newman M.G.
- Adams R.B.
- Li J.
- Wang J.Z.
Modeling Visual Aesthetics, Emotion, and Artistic Style - 1/1/2024
Balance of Unity and Variety in Fine Art Paintings: A Computational Study
- Li J.
Modeling Visual Aesthetics, Emotion, and Artistic Style - 1/1/2024
Computerized analysis of paintings
- Wang J.Z.
- Kandemir B.
- Li J.
The Routledge Companion to Digital Humanities and Art History - 15/4/2020
Photo composition feedback and enhancement exploiting spatial design categories and the notan dark-light principle
- Li J.
- Yao L.
- Wang J.
Mobile Cloud Visual Media Computing: From Interaction to Service - 1/1/2015
On aesthetics and emotions in scene images: A computational perspective
Scene Vision: Making Sense of What We See - 1/1/2014
Learning Performance Maximizing Ensembles with Explainability Guarantees
- Pisztora V.
- Li J.
Proceedings of the AAAI Conference on Artificial Intelligence - 25/3/2024
VtNet: A neural network with variable importance assessment
- Zhang L.
- Lin L.
- Li J.
Stat - 1/12/2021
Semi-Supervised Cervical Dysplasia Classification with Learnable Graph Convolutional Network
Proceedings - International Symposium on Biomedical Imaging - 1/4/2020
10.1109/isbi45749.2020.9098507
An investigation into three visual characteristics of complex scenes that evoke human emotion
- Lu X.
- Adams R.
- Li J.
- Newman M.
- Wang J.
2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017 - 2/7/2017
Beyond saliency: Assessing visual balance with high-level cues
- Kandemir B.
- Zhou Z.
- Li J.
- Wang J.
Thematic Workshops 2017 - Proceedings of the Thematic Workshops of ACM Multimedia 2017, co-located with MM 2017 - 23/10/2017
Determining gains acquired from word embedding quantitatively using discrete distribution clustering
- Ye J.
- Li Y.
- Wu Z.
- Wang J.
- Li W.
- Li J.
ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers) - 1/1/2017
A simulated annealing based inexact oracle for wasserstein loss minimization
- Ye J.
- Wang J.
- Li J.
34th International Conference on Machine Learning, ICML 2017 - 1/1/2017
AutoScaler: Scale-attention networks for visual correspondence
- Wang S.
- Luo L.
- Zhang N.
- Li J.
British Machine Vision Conference 2017, BMVC 2017 - 1/1/2017
A distance for HMMS based on aggregated wasserstein metric and state registration
- Chen Y.
- Ye J.
- Li J.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2016
- CiteScore: 2,6 (2023)
- SJR: 0,339 (2016)
- SNIP: 0,688 (2016)
Identifying emotions aroused from paintings
- Lu X.
- Sawant N.
- Newman M.
- Adams R.
- Wang J.
- Li J.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2016
- CiteScore: 2,6 (2023)
- SJR: 0,339 (2016)
- SNIP: 0,688 (2016)
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Índice h
Scopus: 41
Web of Science: 4
Índice i10
Scopus: 75
Web of Science: 3
Perfiles de autor
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Proyectos de investigación en la UAL
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Acrónimo TIN2017-83964-RDesde: 1 de enero de 2018Hasta: 31 de diciembre de 2021Importe de financiación: 67.760,00 EURRol: Equipo de trabajo