Found 3625 results, showing the newest relevant preprints. Sort by relevancy only.Update me on new preprints

Online Size Exclusion Chromatography-Fast Photochemical Oxidation of Proteins Allows for Targeted Structural Analysis of Conformationally Heterogeneous Mixtures

In structural analysis by covalent labeling mass spectrometry, conformational heterogeneity will result in data reflecting a weighted average of all conformers, greatly complicating data analysis and potentially causing misinterpretation of results. Expand abstract.
78 days ago
4/10 relevant
bioRxiv

Flash X-ray diffraction imaging in 3D: a proposed analysis pipeline

As an application example, we quantified the 3D electron structure of the PR772 virus using the proposed data-analysis pipeline. Expand abstract.
79 days ago
5/10 relevant
arXiv

Cumulus: a cloud-based data analysis framework for large-scale single-cell and single-nucleus RNA-seq

Massively parallel single-cell and single-nucleus RNA-seq (sc/snRNA-seq) have opened the way to systematic tissue atlases in health and disease, but as the scale of data generation is growing, so does the need for computational pipelines for scaled analysis. Expand abstract.
79 days ago
7/10 relevant
bioRxiv

Paths Explored, Paths Omitted, Paths Obscured: Decision Points & Selective Reporting in End-to-End Data Analysis

Based on our results, we identify design opportunities for strengthening end-to-end analysis, for instance via tracking and meta-analysis of multiple decision paths. Expand abstract.
80 days ago
8/10 relevant
arXiv

Interlaboratory Data Variability Contributes to the Differential Principal Components of Human Primed and Naïve-like Pluripotent States in Multivariate Meta-Analysis

In this report, we performed a multivariate meta-analysis of major hPSC datasets via the combined analytic powers of percentile normalization, principal component analysis (PCA), t-distributed stochastic neighbor embedding (t-SNE), and SC3 consensus clustering. Expand abstract.
80 days ago
5/10 relevant
bioRxiv

Using Bayesian Model Selection to Advise Neutron Reflectometry Analysis from Langmuir-Blodgett Monolayers

We believe that this general framework could become an important component of neutron and X-ray reflectometry data analysis, and hope others more regularly consider the relative evidence for their analytical models. Expand abstract.
84 days ago
4/10 relevant
chemRxiv

Robust Principal Component Analysis Based On Maximum Correntropy Power Iterations

Principal component analysis (PCA) is recognised as a quintessential data analysis technique when it comes to describing linear relationships between the features of a dataset. Expand abstract.
85 days ago
4/10 relevant
arXiv

Data Driven Conditional Optimal Transport

A data driven procedure is developed to compute the optimal map between two conditional probabilities $\rho(x Expand abstract.
85 days ago
4/10 relevant
arXiv

Using Bayesian model selection to advise neutron reflectometry analysis from Langmuir-Blodgett monolayers

We believe that this general framework could become an important component of neutron and X-ray reflectometry data analysis, and hope others more regularly consider the relative evidence for their analytical models. Expand abstract.
86 days ago
4/10 relevant
arXiv

A Hybrid Semantic Parsing Approach for Tabular Data Analysis

Our proposed approach consists of: (1) a novel data abstraction step before the parser to make parsing table-agnosticism; (2) a set of semantic rules for parsing abstracted data-analysis questions to intermediate logic forms as tree derivations to reduce the search space; (3) a neural-based model as a local scoring... Expand abstract.
86 days ago
10/10 relevant
arXiv