Adaptive multiple kernel clustering using low-rank representation.
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Pattern Recognit., 2025
Ambiguities in neural-network-based hyperedge prediction.
J. Appl. Comput. Topol., October, 2024
FLUXestimator: a webserver for predicting metabolic flux and variations using transcriptomics data.
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Nucleic Acids Res., July, 2023
Generalized Matrix Local Low Rank Representation by Random Projection and Submatrix Propagation.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
PLUS: Predicting cancer metastasis potential based on positive and unlabeled learning.
PLoS Comput. Biol., 2022
Response to 'Letter to the Editor: on the stability and internal consistency of component-wise sparse mixture regression based clustering', Zhang <i>et al.</i>.
Briefings Bioinform., 2022
Bias aware probabilistic Boolean matrix factorization.
Proceedings of the Uncertainty in Artificial Intelligence, 2022
Principled Hyperedge Prediction with Structural Spectral Features and Neural Networks.
CoRR, 2021
Spatially and Robustly Hybrid Mixture Regression Model for Inference of Spatial Dependence.
Proceedings of the IEEE International Conference on Data Mining, 2021
Denoising individual bias for a fairer binary submatrix detection.
CoRR, 2020
Supervised clustering of high dimensional data using regularized mixture modeling.
CoRR, 2020
A New Algorithm using Component-wise Adaptive Trimming For Robust Mixture Regression.
CoRR, 2020
QUBIC2: a novel and robust biclustering algorithm for analyses and interpretation of large-scale RNA-Seq data.
Bioinform., 2020
Geometric All-way Boolean Tensor Decomposition.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Denoising Individual Bias for Fairer Binary Submatrix Detection.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
A data denoising approach to optimize functional clustering of single cell RNA-sequencing data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
Fast and Efficient Boolean Matrix Factorization by Geometric Segmentation.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Warburg Effects in Cancer and Normal Proliferating Cells: Two Tales of the Same Name.
Genom. Proteom. Bioinform., 2019
Robust tests for gene-environment interaction in case-control and case-only designs.
Comput. Stat. Data Anal., 2019
MEBF: a fast and efficient Boolean matrix factorization method.
CoRR, 2019
Predicted disease compositions of human gliomas estimated from multiparametric MRI can predict endothelial proliferation, tumor grade, and overall survival.
CoRR, 2019
M3S: a comprehensive model selection for multi-modal single-cell RNA sequencing data.
BMC Bioinform., 2019
MRHCA: a nonparametric statistics based method for hub and co-expression module identification in large gene co-expression network.
Quant. Biol., 2018
HRI Design Research for Intelligent Household Service Robots: Teler as a Case Study.
Proceedings of the Design, User Experience, and Usability: Designing Interactions, 2018
Voice User Interface Interaction Design Research Based on User Mental Model in Autonomous Vehicle.
Proceedings of the Human-Computer Interaction. Interaction Technologies, 2018
Transcription regulation by DNA methylation under stressful conditions in human cancer.
Quant. Biol., 2017
The method for breast cancer grade prediction and pathway analysis based on improved multiple kernel learning.
J. Bioinform. Comput. Biol., 2017
User Experience Design for Green IT Products Through Wearable Computing and Quantified Self.
Proceedings of the Design, User Experience, and Usability: Novel User Experiences, 2016
Stresses drive a cancer's initiation, progression and metastasis: Critical comments on the book "Cancer Bioinformatics".
J. Bioinform. Comput. Biol., 2015
Population dynamics inside cancer biomass driven by repeated hypoxia-reoxygenation cycles.
Quant. Biol., 2014