IEEE

SMOTEHashBoost: Ensemble Algorithm for Imbalanced Dataset Pattern Classification

Abstract: Class imbalance occurs frequently in machine learning, particularly in binary classification tasks where the majority class has a significantly larger number of samples than the minority ...
IEEE

An Online Map Matching Algorithm for Path-Free Trajectories by Integrating Path-Constrained Trajectories

Abstract: Online map matching (MM) aligns real-time GPS trajectories with digital road networks, playing a vital role in vehicle navigation, route planning, and traffic analysis. Hidden Markov Models ...
Reuters

Lighting the match -- Subprime auto ABS structure comes under attack

Investors in subprime auto asset-backed securities (ABS) have had more than a decade to study the wave of litigation that followed the collapse of subprime residential mortgage-backed securities, ...
Nature

End-to-end multimodal structure elucidation from raw spectra combining contrastive learning and evolutionary algorithms

Materials and molecules are typically characterized through spectroscopic and spectrometric measurements, which provide insights into a compound’s structure and composition. Scientists need multiple ...
Healio

Women more likely to misrepresent Match preferences vs. men

Please provide your email address to receive an email when new articles are posted on . Women were less likely to submit an optimal rank-ordered list in a Match simulation vs. men. More women reported ...
Nature

Flow matching for fast, multi-purpose structure-based ligand generation for drug discovery

We developed FLOWR, a structure-aware multi-purpose generative model unifying de novo ligand generation, fragment-based and interaction-conditional sampling. We demonstrated that FLOWR generates ...
ascopubs.org

Expert Validation of an Artificial Intelligence–Enabled Trial Matching Solution Using Real-World Data From Patients With Cancer

Standard Versus Reduced Sotorasib Dosing in KRAS G12C–Mutated Non–Small Cell Lung Cancer: A Systematic Review and Meta-Analysis—Have We Answered the Dosing Question? This retrospective study of ...