Predicting Airline Delays at Scale with Spark ML

A UC Berkeley team used Apache Spark ML to predict airline delays at scale, training models on millions of flight records and ...
IEEE

Novel Ml-Based Traffic Flow Optimization: Real-Time Vehicle Monitoring and Signal Management with Internet of Things-Based Metropolitan Infrastructure

Abstract: Urban gridlock continues to be a significant challenge facing cities because it leads to loss of man-hours, pollution, and a lower quality of life of its citizens. Conventional traffic ...
GitHub

Clinical Document Intelligence Pipelines

docling-extractor provides production-grade document extraction with intelligent fallback chains (Docling → PyMuPDF → pdfplumber → Tesseract). Available on PyPI for the data engineering community.
IEEE

DF-PEM: Dual-Flow Prompt-Expert Mamba for Multimodal Remote Sensing Incremental Classification

Abstract: Existing deep-learning-based Multimodal Remote Sensing Imagery (MRSI) classification models rely on fixed-category paradigms and struggle to adapt to novel categories, primarily due to the ...