Authors: Mariella Gregorich, Sean L. Simpson, Georg Heinze
arXiv
Statistical techniques are needed to analyse data structures with complex dependencies such that clinically useful information can be extracted. Individual-specific networks, which capture dependencie...
Authors: Lu Yang
arXiv
The assessment of regression models with discrete outcomes is challenging and has many fundamental issues. With discrete outcomes, standard regression model assessment tools such as Pearson and devian...
Authors: Julian Lemmel, Zahra Babaiee, Marvin Kleinlehner, Ivan Majic, Philipp Neubauer, Johannes Scholz, Radu Grosu, Sophie A. Neubauer
arXiv
Modern tourism in the 21st century is facing numerous challenges. Among these the rapidly growing number of tourists visiting space-limited regions like historical cities, museums and bottlenecks such...
Authors: Angélica Rosario Santos, Luis Pericchi Guerra, Hernando Mattei
arXiv
The abrupt decline in the Total Fertility Rate (TFR) of Puerto Rico since 2000 makes the prospect of a sustained population decline a real possibility. From 2000 to 2021 the TFR declined from 2.1 to 0...
Authors: Christopher Versteeg, Andrew R. Sedler, Jonathan D. McCart, Chethan Pandarinath
arXiv
The advent of large-scale neural recordings has enabled new methods to discover the computational mechanisms of neural circuits by understanding the rules that govern how their state evolves over time...
Authors: Zhiyong Hu, Dipak Dey
arXiv
With the rapid development of modern technology, massive amounts of data with complex pattern are generated. Gaussian process models that can easily fit the non-linearity in data become more and more...
Authors: Rainer Schnell, Jonas Klingwort
arXiv
Most general population web surveys are based on online panels maintained by commercial survey agencies. However, survey agencies differ in their panel selection and management strategies. Little is k...
Authors: Zihan Ding, Xiaoxi Wei, Yidan Xu
arXiv
Human consciousness has been a long-lasting mystery for centuries, while machine intelligence and consciousness is an arduous pursuit. Researchers have developed diverse theories for interpreting the...
Authors: Iman Beheshti, Samuel Booth, Ji Hyun Ko
arXiv
PD is linked to faster brain aging. Sex is recognized as an important factor in PD, such that males are twice as likely as females to have the disease and have more severe symptoms and a faster progre...
Authors: Alaeddine Hajri, Roberto Garay-Martinez, Ana Maria Macarulla, Mohamed Amin Ben Sassi
arXiv
In this study we investigate the heat load patterns in one building using multi-step forecasting model. We combine the Autoregressive models that use multiple eXogenous variables (ARX) with Seasonally...
Authors: Ni Ding
arXiv
Pufferfish privacy achieves $ε$-indistinguishability over a set of secret pairs in the disclosed data. This paper studies how to attain $ε$-pufferfish privacy by exponential mechanism, an additive noi...
Authors: Jin Meng, Yujie Zhou, Tianrui Ye, Yitian Xiao
arXiv
A comprehensive and precise analysis of shale gas production performance is crucial for evaluating resource potential, designing field development plan, and making investment decisions. However, quant...
Authors: Simon Wein, Alina Schüller, Ana Maria Tomé, Wilhelm M. Malloni, Mark W. Greenlee, Elmar W. Lang
arXiv
Comprehending the interplay between spatial and temporal characteristics of neural dynamics can contribute to our understanding of information processing in the human brain. Graph neural networks (GNN...
Authors: Jennifer Williams, Leila Wehbe
arXiv
Similar to how differences in the proficiency of the cardiovascular and musculoskeletal system predict an individual's athletic ability, differences in how the same brain region encodes information ac...
Authors: Donsuk Lee, Pranav Gujarathi, Justin N. Wood
arXiv
Convolutional neural networks (CNNs) can now achieve human-level performance on challenging object recognition tasks. CNNs are also the leading quantitative models in terms of predicting neural and be...