Public Health | Traffic Safety | Transportation Engineering | Urban Planning Investigating the influence of streetscape environmental characteristics on pedestrian crashes at intersections using street view images and explainable machine learning. July 2, 2024
Machine Learning | Natural Language Processing Multimodal sentiment analysis leveraging the strength of deep neural networks enhanced by the XGBoost classifier. February 10, 2024
Infectious Diseases | Medical Informatics Stacked deep learning approach for efficient SARS-CoV-2 detection in blood samples. February 7, 2024
Public Health Multi-step influenza forecasting through singular value decomposition and kernel ridge regression with MARCOS-guided gradient-based optimization. December 29, 2023
Other A comparative analysis of converters of tabular data into image for the classification of Arboviruses using Convolutional Neural Networks. December 8, 2023
Genomics | Machine Learning | Oncology Classification of tumor types using XGBoost machine learning model: a vector space transformation of genomic alterations. November 22, 2023
Cybersecurity | Internet of Things (IoT) | Network Security Meta-Learner-Based Approach for Detecting Attacks on Internet of Things Networks. October 14, 2023
Data Science | Machine Learning | Traffic Safety Crash injury severity prediction considering data imbalance: A Wasserstein generative adversarial network with gradient penalty approach. September 2, 2023
Anesthesiology | Machine Learning | Surgery Impact of the Covid-19 pandemic on the performance of machine learning algorithms for predicting perioperative mortality. April 12, 2023
Emergency Response | Fire Detection | Smart City Technology A YOLOv6-Based Improved Fire Detection Approach for Smart City Environments. March 30, 2023
Genetics | Oncology | Pathology A generalizable machine learning framework for classifying DNA repair defects using ctDNA exomes. March 14, 2023