Improving Demand Prediction in Bike Sharing System by Learning Global Features

Panel on Machine Learning for Large Scale Transportation Systems

Deep learning for driving detection on mobile phones

Dealing with Class Imbalance using Thresholding

Machine Learning: Inference for High-Dimensional Regression

Online Traffic Speed Forecasting Considering Multiple Periodicities and Complex Patterns

Detection of Cyber-Physical Faults and Intrusions from Physical Correlations

Bayesian optimization and its applications for autonomous vehicles

Think Fast, Talk Smart: Communication Techniques

Moving from Anomalies to Known Phenomena

11. Introduction to Machine Learning

Interpretable Anomaly Detection for Monitoring of High Performance Computing Systems

A Generative Model of Urban Activities from Cellular Data

Data Analytics for Beginners | Data Analytics Training | Data Analytics Course | Intellipaat

Fast and Accurate Kmeans Clustering with Outliers

Applying Deep Learning to Improve Maritime Situational Awareness

Quantum Computing and the Limits of the Efficiently Computable - 2011 Buhl Lecture

Deep Learning for Financial Sentiment Analysis

CMU Database Systems - 02 Relational Algebra (Fall 2017)

(Old) Lecture 1 | A Brief History of Deep Learning

Lecture 3 | Learning, Empirical Risk Minimization, and Optimization