Results 131 to 140 of about 720,784 (299)
Advanced Science, EarlyView.CaMKIIδ–AUP1 signaling maintains PERK‐dependent ER homeostasis during ADM‐mediated pancreatic repair. ABSTRACT Pancreatic repair after acute pancreatitis (AP) is essential for restoring tissue integrity, but the intrinsic mechanisms coordinating acinar plasticity and regeneration remain poorly understood.
Yonghao Chen +10 more
wiley +1 more source
Fitting Graphs: A Visual Framework for Transparent and Robust Machine Learning Model Selection
Applied Artificial IntelligenceModel developers often rely on cross-validation (CV) to estimate model performance, yet CV – even when repeated multiple times – can produce highly variable results that are difficult to interpret.
Robbie T. Nakatsu
doaj +1 more source
Adaptive Graph Regularization Discriminant Nonnegative Matrix Factorization for Data Representation
IEEE Access, 2019 Nonnegative matrix factorization, as a classical part-based representation method, has been widely used in pattern recognition, data mining and other fields.
Lin Zhang +3 more
doaj +1 more source
Classification of graphs by regularity
Journal of Combinatorial Theory, Series B, 1981 AbstractWe give a classification of graphs by two parameters s and t such that a graph is regular iff t ≥ 2, edge-regular iff t ≥ 3, and distance regular of diameter δ iff s = δ, t ≥ 2δ − 2. We investigate the algebra of polynomials in the adjacency matrix and relate to every graph a family of orthogonal polynomials. This generalizes various results on
openaire +3 more sources
Incorporating Multisource Knowledge To Predict Drug Synergy Based on Graph Co-regularization
, 2019 Drug combinations may reduce toxicity and increase therapeutic efficacy, offering a promising strategy to conquer multiple complex diseases. However, due to large-scale combinatorial space, it remains challenging to identify effective combinations ...
Jiawei Luo (763133) +5 more
core +1 more source
Constrained regularization methods for ozone profile retrieval from UV/VIS nadir spectrometers [PDF]
, 2009 In this paper we present several constrained regularization methods for ozone profile retrieval from UV/VIS nadir sounding instruments such as GOME, SCIAMACHY, OMI and GOME-2.
Doicu, Adrian +5 more
core +1 more source
Advanced Science, EarlyView.XChrom is a deep learning framework that integrates genomic sequence and single‐cell context to predict chromatin accessibility. It generalizes to unseen cells and genomic regions, enabling cross‐sample and cross‐species analysis. Applied to COVID‐19 patient data, XChrom reveals key transcriptional regulatory mechanisms and disease‐associated ...
Yuanyuan Miao +5 more
wiley +1 more source
Efficient Graph Similarity Computation with Alignment Regularization [PDF]
We consider the graph similarity computation (GSC) task based on graph edit distance (GED) estimation. State-of-the-art methods treat GSC as a learning-based prediction task using Graph Neural Networks (GNNs). To capture fine-grained interactions between
Tan, Guang, Zhuo, Wei
core +1 more source
Regular subgraphs of almost regular graphs
Journal of Combinatorial Theory, Series B, 1984 AbstractSuppose every vertex of a graph G has degree k or k + 1 and at least one vertex has degree k + 1. It is shown that if k ≥ 2q − 2 and q is a prime power then G contains a q-regular subgraph (and hence an r-regular subgraph for all r < q, r ≡ q (mod 2)). It is also proved that every simple graph with maximal degree Δ ≥ 2q − 2 and average degree d
Noga Alon, Shmuel Friedland, Gil Kalai
openaire +1 more source
spa: Semi-Supervised Semi-Parametric Graph-Based Estimation in R [PDF]
In this paper, we present an R package that combines feature-based (X) data and graph-based (G) data for prediction of the response Y . In this particular case, Y is observed for a subset of the observations (labeled) and missing for the remainder ...
Mark Culp
core