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

Multi-Proxy Quality-Aware Learning and Classifier Calibration for Few-Shot Incremental Fine-Grained Remote Sensing Classification

Abstract: Few-shot class-incremental learning (FSCIL) enables models to continuously learn new classes with limited samples while retaining knowledge of previously seen classes. Despite significant ...
IEEE

ClimateNet: A Multi-Faceted Classifier for Analyzing Climate Change Discourse

Abstract: Climate change is a pressing global issue, sparking widespread discourse on social media. Understanding public sentiments, stances, humor, and hatred is vital for policymakers and ...
Scientific Research Publishing

MacQueen, J. (1967) Some Methods for Classification and Analysis of Multivariate Observations. Proceedings of the 5th Berkeley Symposium on Mathematical Statistics and ...

ABSTRACT: The problem of taking a set of data and separating it into subgroups where the elements of each subgroup are more similar to each other than they are to elements not in the subgroup has been ...
GitHub

Star Sentiment NLP -- Multi-Domain 5-Class Sentiment Classifier

An end-to-end NLP pipeline that classifies text from three distinct domains into a 5-level sentiment scale (Very Negative to Very Positive). The project compares classical ML approaches (SVM, XGBoost) ...
Sports Illustrated

Experts Read Into Bill Self's Future, Predict What's Next at Kansas

Is perhaps the greatest era of Kansas basketball about to come to an end? Head coach Bill Self was asked if he'll be back next year following Sunday's elimination loss to St. John's, and gave a ...