Authors: Marcos Matabuena, Carla Díaz-Louzao, Rahul Ghosal, Francisco Gude
arXiv
The challenge of handling missing data is widespread in modern data analysis, particularly during the preprocessing phase and in various inferential modeling tasks. Although numerous algorithms exist...
Authors: Jinghan Huang, Nanguang Chen, Anqi Qiu
arXiv
This study, we introduce a novel Topological Cycle Graph Attention Network (CycGAT), designed to delineate a functional backbone within brain functional graph--key pathways essential for signal transm...
Authors: Devon Maywald, Dixon Vimalajeewa
arXiv
Food safety and quality are paramount concerns worldwide, especially concerning nutritional quality and its impact on human health. Ensuring the accuracy and efficiency of milk quality assessment is v...
Authors: Sarkis Der Wartanian, Baydaa Al Ayoubi
arXiv
This research is about COVID-19, which is a contagious virus that reached many countries, including Lebanon. Monitoring the outbreak, researchers have been involved in introducing COVID-19 targeting v...
Authors: Lulu Gong, Xudong Chen, ShiNung Ching
arXiv
In this paper, we study recurrent neural networks in the presence of pairwise learning rules. We are specifically interested in how the attractor landscapes of such networks become altered as a functi...
Authors: Samuele Centorrino, Maria Pérez-Urdiales, Boris Bravo-Ureta, Alan J. Wall
arXiv
Improving the productivity of the agricultural sector is part of one of the Sustainable Development Goals set by the United Nations. To this end, many international organizations have funded training...
Authors: Hemlata Sharma, Aparna Andhalkar, Oluwaseun Ajao, Bayode Ogunleye
arXiv
Macroeconomic factors have a critical impact on banking credit risk, which cannot be directly controlled by banks, and therefore, there is a need for an early credit risk warning system based on the m...
Authors: Istoni da Luz Sant'Ana, Patricia Román-Román, Francisco Torres-Ruiz
arXiv
Accurately charting the progress of oil production is a problem of great current interest. Oil production is widely known to be cyclical: in any given system, after it reaches its peak, a decline will...
Authors: Shengwen Shi, Jian'an Zhang
arXiv
For most developing countries, increasing the equalization of basic public services is widely recognized as an effective channel to improve people's sense of contentment. However, for many emerging ec...
Authors: Pepa Ramírez-Cobo, Emilio Carrizosa, Rosa Elvira Lillo
arXiv
In this article we consider an aggregate loss model with dependent losses. The losses occurrence process is governed by a two-state Markovian arrival process (MAP2), a Markov renewal process process t...
Authors: Bach Viet Do, Yang Chen, XuanLong Nguyen, Ward Manchester
arXiv
The physics of solar flares occurring on the Sun is highly complex and far from fully understood. However, observations show that solar eruptions are associated with the intense kilogauss fields of ac...
Authors: Eli J Müller, Sacha J van Albada, Jong-Won Kim, Peter A Robinson
arXiv
The mechanisms underlying pathologically synchronized neural oscillations in Parkinson's disease (PD) and generalized epilepsies are jointly explored via a neural field model of the corticothalamic-ba...
Authors: Michael Potter, Miru Jun
arXiv
We implement a Bayesian inference process for Neural Networks to model the time to failure of highly reliable weapon systems with interval-censored data and time-varying covariates. We analyze and ben...
Authors: Seungyeon Oh, Hoyoung Park
arXiv
In this study, we introduce an innovative methodology aimed at enhancing Fisher's Linear Discriminant Analysis (LDA) in the context of high-dimensional data classification scenarios, specifically addr...
Authors: Rex W. Douglass, Thomas Leo Scherer, J. Andrés Gannon, Erik Gartzke
arXiv
The International Crises Behavior Events (ICBe) ontology provides high coverage over the thoughts, communications, and actions that constitute international relations. A major disadvantage of that lev...