A comprehensive framework for trans-ancestry pathway analysis using GWAS summary data from diverse populations. by Sheng Fu, William Wheeler, Xiaoyu Wang, Xing Hua, Devika Godbole, Jubao Duan, Bin Zhu, Lu Deng, Fei Qin, Haoyu Zhang, Jianxin Shi, Kai Yu

“…As more multi-ancestry GWAS summary data become available, we have developed a comprehensive trans-ancestry pathway analysis framework that effectively utilizes this diverse genetic information. …”
Get full text

Analysis Of Bread Demand Forecasting Using Recurrent Neural Network (RNN) Method Based On Operational Delivery Data by Harinudin Saputro, Mohammad Zoqi Sarwani, Rudi Hariyanto

Get full text

Statistical Analysis of a Generalized Variant of the Weibull Model Under Unified Hybrid Censoring with Applications to Cancer Data by Mazen Nassar, Refah Alotaibi, Ahmed Elshahhat

Get full text

IoT-Based Airport Noise Perception and Monitoring: Multi-Source Data Fusion, Spatial Distribution Modeling, and Analysis by Jie Liu, Shiman Sun, Ke Tang, Xinyu Fan, Jihong Lv, Yinxiang Fu, Xinpu Feng, Liang Zeng

Get full text

Evaluating the Immunogenicity of Protein Drugs by Applying In Vitro MHC Binding Data and the Immune Epitope Database and Analysis Resource by Sinu Paul, Ravi V. Kolla, John Sidney, Daniela Weiskopf, Ward Fleri, Yohan Kim, Bjoern Peters, Alessandro Sette

Get full text

A novel family of beta mixture models for the differential analysis of DNA methylation data: An application to prostate cancer. by Koyel Majumdar, Romina Silva, Antoinette Sabrina Perry, Ronald William Watson, Andrea Rau, Florence Jaffrezic, Thomas Brendan Murphy, Isobel Claire Gormley

“…However, differential analysis of bounded DNA methylation data often requires data transformation, reducing biological interpretability. …”
Get full text

A Robust Multivariate Time Series Classification Approach Based on Topological Data Analysis for Channel Fault Tolerance by Seong-Yeon Jeung, Jang-Woo Kwon

“…To address this issue, this study introduces topological data analysis (TDA) to develop a robust AI model. …”
Get full text

Simulation, Modeling, and Analysis of Soliton Waves Interaction and Propagation in CNN Transmission Lines for Innovative Data Communication and Processing by G. Borgese, S. Vena, P. Pantano, C. Pace, E. Bilotta

Get full text

Reverse Osmosis Membrane Engineering: Multidirectional Analysis Using Bibliometric, Machine Learning, Data, and Text Mining Approaches by Ersin Aytaç, Noman Khalid Khanzada, Yazan Ibrahim, Mohamed Khayet, Nidal Hilal

Get full text

Big data analysis on flow characteristics according to welded penetration locations for fire sprinkler piping system design by Joo Hyun Moon, Jae Heon Gu, Dong Kyu Kim, In Woo Jang

“…This study presents a big data-driven computational fluid dynamics (CFD) analysis of Tee‐type fire sprinkler pipelines, focusing on how different weld penetration depths affect flow behavior and overall system performance. …”
Get full text

Spectra of light absorption by phytoplankton pigments in the Baltic; conclusions to be drawn from a Gaussian analysis of empirical data by Dariusz Ficek, S³awomir Kaczmarek, Joanna Stoñ-Egiert, Bogdan Wo¼niak, Roman Majchrowski, Jerzy Dera

Get full text

Impact of School Leadership on Teacher Autonomy: Evidence From Multilevel Analysis Using Vietnam TALIS 2018 Data by Chuan-Chung Hsieh, Anh Hoang Khau, Hui-Chieh Li

Get full text

Analysis of Deep Learning Techniques for Vehicle Detection and Reidentification Using Data from Multiple Drones and Public Datasets by FELIPE P.A. EUPHRÁSIO, RAFAEL M. DE ANDRADE, ELCIO H. SHIGUEMORI, LIANGRID L. SILVA, MOISÉS JOSÉ S. FREITAS, NATHAN AUGUSTO Z. XAVIER, ARGEMIRO S.S. SOBRINHO

Get full text

Data-Driven Sensitivity Analysis of the Influence of Geometric Parameterized Variables on Flow Fields Under Different Design Spaces by Xiaoyu Xu, Hongbo Chen, Chenliang Zhang, Yanhui Duan, Guangxue Wang

“…This paper utilizes flow field data from computational fluid dynamics (CFD) to develop a data-driven approach for analyzing the influence of geometric parameterized variables on the objective function and flow field across various design spaces. …”
Get full text

Unveiling microbial communities with EasyAmplicon: A user‐centric guide to perform amplicon sequencing data analysis by Salsabeel Yousuf, Hao Luo, Meiyin Zeng, Lei Chen, Tengfei Ma, Xiaofang Li, Maosheng Zheng, Xin Zhou, Liang Chen, Jiao Xi, Hongye Lu, Huiluo Cao, Xiaoya Ma, Bian Bian, Pengfan Zhang, Jiqiu Wu, Renyou Gan, Baolei Jia, Linyang Sun, Zhicheng Ju, Yunyun Gao, Waqar Afzal Malik, Chuang Ma, Hujie Lyu, Yahui Li, Huiyu Hou, Yuanping Zhou, Defeng Bai, Yao Wang, Haifei Yang, Jiani Xun, Shengda Du, Tianyuan Zhang, Xiulin Wan, Kai Peng, Shanshan Xu, Tao Wen, Tong Chen, Yong‐Xin Liu

“…To further facilitate the researchers and enhance usability, we present a detailed protocol with a video recording that guides users through each step of the pipeline, including data preprocessing (quality filtering, chimera removal), amplicon sequence variant analysis, diversity analysis, and data visualization. …”
Get full text

Big Data-Driven 3D Visualization Analysis System for Promoting Regional-Scale Digital Geological Exploration by Yiping Tian, Jiongqi Wu, Genshen Chen, Gang Liu, Xialin Zhang

“…This study develops a big data-driven 3D visual analysis system for regional-scale applications. …”
Get full text

Time-domain thermoreflectance technique using multiple delayed probe pulses for high-throughput data acquisition and analysis by Hiroto Arima, Yuichiro Yamashita, Takashi Yagi

“…Furthermore, we applied machine learning-based analysis and demonstrated the ability to determine thermophysical properties from measurement data consisting of only a few delay points. …”
Get full text

Local structure of solid and liquid gold probed by reverse Monte Carlo analysis of X-ray absorption data by Nodoka Hara, Fabio Iesari, Toshihiro Okajima, Andrea Di Cicco

“…The increase in computational capabilities of modern computers has allowed us to develop new accurate methods for EXAFS (extended X-ray absorption fine structure) data-analysis. …”
Get full text

Study Design and Data Analysis of Artificial Pancreas Device Systems with Closed-Loop Glucose-Sensing Insulin Delivery by Sravya B. Shankara, Yujia Liu, Qingfeng Zheng, Jing Guo, Guixia Wang, Bo Zhang

“…Conclusion. The development and regulation of investigational APDSs require careful and sophisticated clinical study designs and data analysis in premarket approval applications. …”
Get full text

The Relationship Between the Age of Toddlers, the Provision of Formula Milk, and Residence Location with the Occurrence of Diarrhoea: An Analysis of DHS Data by Achmad Dzulkifli, Sri Sumarmi, Emyr Reisha Isaura, Achidah Nur Syahdana, Trias Mahmudiono, Mahmudah Mahmudah, RR Soenarnatalina Melaniani

Get full text