Articles

Collaborative filtering based on nonnegative/binary matrix factorization

in Data Science

• Yukino Terui
• Yuka Inoue
• Yohei Hamakawa
• Kosuke Tatsumura
• Kazue Kudo

Interpretable Modeling for Short- and Medium-Term Electricity Demand Forecasting

in Smart Grids

• Kei Hirose

Hybrid Clustering of Single-Cell Gene Expression and Spatial Information via Integrated NMF and K-Means

in Computational Genomics

• Sooyoun Oh
• Haesun Park
• Xiuwei Zhang

Multiple Partial Regularized Nonnegative Matrix Factorization for Predicting Ontological Functions of lncRNAs

in Computational Genomics

• Jianbang Zhao
• Xiaoke Ma

Sparseness-constrained nonnegative tensor factorization for detecting topics at different time scales

in Optimization

• Lara Kassab
• Alona Kryshchenko
• Hanbaek Lyu
• Denali Molitor
• Deanna Needell
• Elizaveta Rebrova
• Jiahong Yuan

Novel Collaborative Weighted Non-negative Matrix Factorization Improves Prediction of Disease-Associated Human Microbes

in Systems Microbiology

• Da Xu
• Hanxiao Xu
• Yusen Zhang
• Rui Gao

Efficient Tuning-Free l1-Regression of Nonnegative Compressible Signals

in Mathematics of Computation and Data Science

• Hendrik Bernd Petersen
• Bubacarr Bah
• Peter Jung

Combining non-negative matrix factorization with graph Laplacian regularization for predicting drug-miRNA associations based on multi-source information fusion

in Pharmacogenetics and Pharmacogenomics

• Mei-Neng Wang
• Yu Li
• Li-Lan Lei
• De-Wu Ding
• Xue-Jun Xie

An L1-and-L2-regularized nonnegative tensor factorization for power load monitoring data imputation

in Smart Grids

• Xing Luo
• Zijian Hu
• Zhoujun Ma
• Zhan Lv
• Qu Wang
• Aoling Zeng

Microbiome Data Analysis by Symmetric Non-negative Matrix Factorization With Local and Global Regularization

in Metabolomics

• Junmin Zhao
• Yuanyuan Ma
• Lifang Liu

Decontaminate Traces From Fluorescence Calcium Imaging Videos Using Targeted Non-negative Matrix Factorization

in Brain Imaging Methods

• Yijun Bao
• Emily Redington
• Agnim Agarwal
• Yiyang Gong

Interval observers design for systems with ostensible Metzler system matrices

in Navigation, Guidance, and Control

• Dušan Krokavec
• Anna Filasová

Accuracy optimized neural networks do not effectively model optic flow tuning in brain area MSTd

in Visual Neuroscience

• Oliver W. Layton
• Scott T. Steinmetz

A New Feature Extraction and Recognition Method for Microexpression Based on Local Non-negative Matrix Factorization

• Junli Gao
• Huajun Chen
• Xiaohua Zhang
• Jing Guo
• Wenyu Liang

Self-Organizing Maps for Cellular In Silico Staining and Cell Substate Classification

in Cancer Immunity and Immunotherapy

• Edwin Yuan
• Magdalena Matusiak
• Korsuk Sirinukunwattana
• Sushama Varma
• Łukasz Kidziński
• Robert West

The increasing instance of negative emotion reduce the performance of emotion recognition

in Cognitive Neuroscience

• Xiaomin Wang
• Shaokai Zhao
• Yu Pei
• Zhiguo Luo
• Liang Xie
• Ye Yan
• Erwei Yin