Inferring Hub Nodes on Differential Gaussian Graphical Models

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Xin Zhou | Kean Ming Tan | Junwei Lu

Directional Tests in Gaussian Graphical Models

JOURNAL ARTICLE published 2025 in Statistica Sinica

Authors: Claudia Di Caterina | Nancy Reid | Nicola Sartori

Chapter 7 Fashion Models and Beauty Queens: The Body of the Modern Woman as a Site of Recovery

BOOK CHAPTER published 31 December 2024 in Contested Femininities

Depression assessment using integrated multi-featured EEG bands deep neural network models: Leveraging ensemble learning techniques

JOURNAL ARTICLE published December 2024 in Computational and Structural Biotechnology Journal

Research funded by Taipei Medical University (USTP-NTPU-TMU-104-02) | Ministry of Science and Technology, Taiwan (MOST 108- 2221-E-305 -013 -MY3,NSTC 112-2314-B-038 -048 -MY2)

Authors: Kuo-Hsuan Chung | Yue-Shan Chang | Wei-Ting Yen | Linen Lin | Satheesh Abimannan

Fourier ptychographic reconstruction with denoising diffusion probabilistic models

JOURNAL ARTICLE published September 2024 in Optics & Laser Technology

Research funded by National Natural Science Foundation of China (12104500) | Shaanxi Province Key Research and Development Projects (2023-YBSF-263)

Authors: Kai Wu | An Pan | Wei Gao

Sufficient dimension reduction for a novel class of zero-inflated graphical models

JOURNAL ARTICLE published August 2024 in Computational Statistics & Data Analysis

Authors: Eric Koplin | Liliana Forzani | Diego Tomassi | Ruth M. Pfeiffer

Implementation of machine learning techniques with big data and IoT to create effective prediction models for health informatics

JOURNAL ARTICLE published August 2024 in Biomedical Signal Processing and Control

Research funded by Prince Sattam bin Abdulaziz University (PSAU/2023/R/1444,PSAU/2024/R/1445)

Authors: Abu Sarwar Zamani | Aisha Hassan Abdalla Hashim | Abdallah Saleh Ali Shatat | Md. Mobin Akhtar | Mohammed Rizwanullah | Sara Saadeldeen Ibrahim Mohamed

FusionDiff: A unified image fusion network based on diffusion probabilistic models

JOURNAL ARTICLE published July 2024 in Computer Vision and Image Understanding

Authors: Zefeng Huang | Shen Yang | Jin Wu | Lei Zhu | Jin Liu

Probabilistic models applied to concrete corrosion depth prediction under sulfuric acid environment

JOURNAL ARTICLE published July 2024 in Measurement

Authors: Jie Xiao | Linhai Huang | Zhaoxiang He | Wenjun Qu | Long Li | Haibo Jiang | Zucai Zhong | Xiang Long

Distribution-free Inferential Models: Achieving finite-sample valid probabilistic inference, with emphasis on quantile regression

JOURNAL ARTICLE published July 2024 in International Journal of Approximate Reasoning

Authors: Leonardo Cella

Audio analysis speeding detection techniques based on metaheuristic-optimized machine learning models

JOURNAL ARTICLE published July 2024 in Engineering Applications of Artificial Intelligence

Research funded by Science Fund of the Republic of Serbia (7502,7373)

Authors: Luka Jovanovic | Nebojsa Bacanin | Vladimir Simic | Dragan Pamucar | Miodrag Zivkovic

First-Principles Electrophysiological Models of Cardiac Ventricular Myocytes as a Basis of Multiscale Mechanics of the Heart

JOURNAL ARTICLE published July 2024 in Journal of Engineering Mechanics

Authors: T. G. Mythri | Shaikh J. Hossain | Joseph L. Greenstein | Raimond L. Winslow | Baidurya Bhattacharya

Bridging pre-trained models to continual learning: A hypernetwork based framework with parameter-efficient fine-tuning techniques

JOURNAL ARTICLE published July 2024 in Information Sciences

Authors: Fengqian Ding | Chen Xu | Han Liu | Bin Zhou | Hongchao Zhou

Accurate and robust predictions of pool boiling heat transfer with micro-structured surfaces using probabilistic machine learning models

JOURNAL ARTICLE published July 2024 in International Journal of Heat and Mass Transfer

Research funded by National Science Foundation (OIA-1929187)

Authors: Sadaf Mehdi | Mohammad Borumand | Gisuk Hwang

Global dynamics of two models for Quintom Friedman–Lemaître–Robertson–Walker universes

JOURNAL ARTICLE published July 2024 in Physics of the Dark Universe

Authors: Genly Leon | Alan Coley | Andronikos Paliathanasis | Jonathan Tot | Balkar Yildirim

A New Approach of Botnet Activity Detection Models Using Combination of Univariate and ANOVA Feature Selection Techniques

JOURNAL ARTICLE published 30 June 2024 in International Journal of Intelligent Engineering and Systems

Utilizing terrain-generation to derive realistic channel models for automatic modulation recognition

PROCEEDINGS ARTICLE published 10 June 2024 in Synthetic Data for Artificial Intelligence and Machine Learning: Tools, Techniques, and Applications II

Authors: Kenneth Witham | Nishanth Marer Prabhu | Aly Sultan | Marius Necsoiu | Chad Spooner | Gunar Schirner

Editors: Kimberly E. Manser | Celso De Melo | Raghuveer M. Rao | Christopher L. Howell

Smart Science Needs Linked Open Data with a Dash of Large Language Models and Extended Relations

PROCEEDINGS ARTICLE published 14 June 2024 in Proceedings of the Seventh International Workshop on Exploiting Artificial Intelligence Techniques for Data Management

Research funded by NSF (National Science Foundation) (OIA 2019609) | NIH (National Institutes of Health) (P20GM103408)

Authors: Hasan M. Jamil

Auxetic dihedral Escher tessellations

JOURNAL ARTICLE published June 2024 in Graphical Models

Research funded by Key Technology Research and Development Program of Shandong Province (2020ZLYS01) | National Natural Science Foundation of China (61972232)

Authors: Xiaokang Liu | Lin Lu | Lingxin Cao | Oliver Deussen | Changhe Tu

From RNN techniques to pre-trained models: emphasis on the use in Arabic machine translation

JOURNAL ARTICLE published 1 June 2024 in IAES International Journal of Artificial Intelligence (IJ-AI)

Authors: Nouhaila Bensalah | Habib Ayad | Abdellah Adib | Abdelhamid Ibn El Farouk