Results 231 to 240 of about 230,992 (300)

scParadise: tunable, highly accurate multi-level cell type annotation, unknown cell type identification, and modality imputation. [PDF]

Nucleic Acids Res
Chechekhina E, Shcherbakova L, Vigovskiy M, Tukhvatulin A, Logunov D, Tychinin D, Svetlichnyy D, Kulebyakin K, Tkachuk V, Chechekhin V.   +9 more
europepmc   +1 more source

Robust Representation Learning for Clean Feature Discovery in Incomplete Multi‐View Clustering

Advanced Intelligent Systems, EarlyView.
Robust feature discovery in incomplete multi‐view clustering is achieved by coupling RPCA‐based clean representation recovery with neural‐network‐assisted graph learning. The resulting RIMVC framework constructs cleaner and more discriminative graph‐structured representations from incomplete and noisy multi‐view data, improving clustering robustness ...
Ping Hu, Chenggang Lu, Rui Zhang, Haijun Yan, Yesong Xu   +4 more
wiley   +1 more source

Overcoming Data Loss in Wearable Disease Detection with GAN-Based Imputation. [PDF]

NPJ Digit Med
Wallner J, Berbuir S, Birner L, Dendorfer A, Panthi B, Rahnsch B, Muma J, Munga S, Obor D, Bärnighausen T, Barteit S.   +10 more
europepmc   +1 more source

Interpretable Short‐Term Electric Load Forecasting

Advanced Intelligent Systems, EarlyView.
A temporal fusion transformer is implemented to generate day‐ahead forecasts of the hourly electrical load of a departmentbuilding at an Italian university. A forecasting performance improvement of more than 25% compared with established benchmark models and a provision of inherent robust interpretability insights reveal the potential of this model for
Alessandro Nicola, Giorgia Ghione, Vincenzo Randazzo, Vincenzo Franzitta, Marco Badami, Eros Pasero, Giansalvo Cirrincione   +6 more
wiley   +1 more source

Multiple imputation and pooling strategies for handling wide-format missing data in latent growth curve modeling. [PDF]

Front Psychol
Jia F, Yan Y.
europepmc   +1 more source

Enhancing Expressway Traffic State Perception: A Novel BAS-Optimized PSO-BP Fusion Model with Tensor Completion. [PDF]

Sensors (Basel)
Yin J, Guo X, Bai W, Ma L, Tang L.
europepmc   +1 more source

Missing data considerations for patient reported outcome measures in randomized controlled trials. [PDF]

J Patient Rep Outcomes
Wang F, Deng S, Sun J, Lin C, Jiang S, Norquist JM, Golm GT, Xie J, Guan Y, Wang WWB, Xu L, Mei H, Li Y.   +12 more
europepmc   +1 more source

Examining the association between fetal HLA-C, maternal KIR haplotypes and birth weight. [PDF]

PLoS Genet
Decina CS, Warrington NM, Beaumont RN, Bian B, Brito Nunes C, Wang G, Lowe WL, Squire D, Vukcevic D, Leslie S, Freathy RM, Evans DM.   +11 more
europepmc   +1 more source

Minimizing reference bias with an imputed personalized reference. [PDF]

Genome Res
Vaddadi K, Lin MJ, Majidian S, Mun T, Langmead B.   +4 more
europepmc   +1 more source