Enhancing cavitation erosion resistance of VC+TiC coatings with PTFE in marine environments via lasso regression optimization

JOURNAL ARTICLE published August 2024 in Tribology International

Authors: Vikrant Singh | Ankur Kumar | Samandeep Kaur | Anuj Bansal | Anil Kumar Singla

Shrinkage estimators of BLUE for time series regression models

JOURNAL ARTICLE published July 2024 in Journal of Multivariate Analysis

Research funded by Japan Society for the Promotion of Science (23K13021,18H05290)

Authors: Yujie Xue | Masanobu Taniguchi | Tong Liu

Improving Time Series Regression Model Accuracy via Systematic Training Dataset Augmentation and Sampling

JOURNAL ARTICLE published 11 May 2024 in Machine Learning and Knowledge Extraction

Research funded by Federal Ministry for Economic Affairs and Climate Action (22849 BG/2)

Authors: Robin Ströbel | Marcus Mau | Alexander Puchta | Jürgen Fleischer

Feature Selection Using Lasso Regression Enhances Deep Learning Model Performance For Diagnosis Of Lung Cancer from Transcriptomic Data

POSTED CONTENT published

Authors: Souvik Guha

Gene Selection and Cancer Type Prediction via Filtering and Weighted Regularized Logistic Regression

JOURNAL ARTICLE published 4 May 2024 in Journal of System and Management Sciences

Model-assisted sensitivity analysis for treatment effects under unmeasured confounding via regularized calibrated estimation

JOURNAL ARTICLE published 3 May 2024 in Journal of the Royal Statistical Society Series B: Statistical Methodology

Research funded by NIH (grant 1R01LM014257)

Authors: Zhiqiang Tan

Understanding the Disparities of PM2.5 Air Pollution in Urban Areas via Deep Support Vector Regression

JOURNAL ARTICLE published 14 May 2024 in Environmental Science & Technology

Authors: Yuling Xia | Teague McCracken | Tong Liu | Pei Chen | Andrew Metcalf | Chao Fan

High dimensional variable selection through group Lasso for multiple function‐on‐function linear regression: A case study in PM₁₀ monitoring

JOURNAL ARTICLE published 3 May 2024 in Environmetrics

Authors: Adelia Evangelista | Christian Acal | Ana M. Aguilera | Annalina Sarra | Tonio Di Battista | Sergio Palermi

A framework for understanding selection bias in real-world healthcare data

JOURNAL ARTICLE published 2 May 2024 in Journal of the Royal Statistical Society Series A: Statistics in Society

Research funded by NSF DMS (1712933) | NIH/NCI (CA267907) | NIH (R01GM139926)

Authors: Ritoban Kundu | Xu Shi | Jean Morrison | Jessica Barrett | Bhramar Mukherjee

Variable Selection Using Bayesian Additive Regression Trees

JOURNAL ARTICLE published 1 May 2024 in Statistical Science

Authors: Chuji Luo | Michael J. Daniels

Scenario selection with LASSO regression for the valuation of variable annuity portfolios

JOURNAL ARTICLE published May 2024 in Insurance: Mathematics and Economics

Authors: Hang Nguyen | Michael Sherris | Andrés M. Villegas | Jonathan Ziveyi

Spiking neural networks for nonlinear regression

JOURNAL ARTICLE published May 2024 in Royal Society Open Science

Authors: Alexander Henkes | Jason K. Eshraghian | Henning Wessels

Feature Selection Using Pearson Correlation with Lasso Regression for Intrusion Detection System

PROCEEDINGS ARTICLE published 29 April 2024 in 2024 12th International Symposium on Digital Forensics and Security (ISDFS)

Authors: Iwan Handovo Putro | Tohari Ahmad

Machine Fault Diagnosis through Vibration Analysis: Time Series Conversion to Grayscale and RGB Images for Recognition via Convolutional Neural Networks

JOURNAL ARTICLE published 23 April 2024 in Energies

Research funded by Poznan University of Technology (0214/SBAD/0249)

Authors: Dominik Łuczak

Modelling stochastic and quasi-periodic behaviour in stellar time-series: Gaussian process regression versus power-spectrum fitting

JOURNAL ARTICLE published 22 April 2024 in Monthly Notices of the Royal Astronomical Society

Authors: Niamh K O’Sullivan | Suzanne Aigrain

Variables influencing stream‐type juvenile Chinook Salmon density within floodplain habitat in the Skagit River basin, Washington

JOURNAL ARTICLE published May 2024 in Transactions of the American Fisheries Society

Authors: Jennifer S. O'Neal | Colin Riordan | Julia Jay | Erin Douglas Lowery | Mike LeMoine | Susan Dickerson‐Lange

Finding Discriminative Subsequences Via a Coverage Measure and Mutual Information Selection Strategy for Multi-Class Time Series Classification

JOURNAL ARTICLE published 11 April 2024 in International Journal of Computational Intelligence Systems

Research funded by open project fund of Intelligent Terminal Key Laboratory of Sichuan Province (SCITLAB-1002) | project fund of Sichuan Tourism Development Research Center (LY22-14) | the Research and Cultivation Project of Leshan Normal University (KYPY2024-0002) | University Scientific Research and Innovation Team Program of Sichuan (KYCXTD2023-9) | the Ministry of Education Humanities and Social Sciences Planning Project (23YJA740013)

Authors: Jun Yang | Siyuan Jing

Bayesian model selection via mean-field variational approximation

JOURNAL ARTICLE published 9 April 2024 in Journal of the Royal Statistical Society Series B: Statistical Methodology

Research funded by National Science Foundation (DMS-2210717)

Authors: Yangfan Zhang | Yun Yang

GFLASSO-LR: Logistic Regression with Generalized Fused LASSO for Gene Selection in High-Dimensional Cancer Classification

JOURNAL ARTICLE published 6 April 2024 in Computers

Research funded by the Digital Development Agency (DDA), and the National Center for Scientific and Technical Research (ALKHAWARIZMI/2020/19)

Authors: Ahmed Bir-Jmel | Sidi Mohamed Douiri | Souad El Bernoussi | Ayyad Maafiri | Yassine Himeur | Shadi Atalla | Wathiq Mansoor | Hussain Al-Ahmad

Self-assessment of language abilities of students with different levels of anxiety and motivation to learn a foreign language

JOURNAL ARTICLE published 2 April 2024 in Vestnik of Kostroma State University. Series: Pedagogy. Psychology. Sociokinetics

Authors: Alina V. Chagina