AI Research

AI & ML Research Papers

A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.

All Papers

2 papers

JournalIEEE Transactions on Visualization and Computer Graphics2011

Composite Density Maps for Multivariate Trajectories

Roeland Scheepens, Niels Willems, Huub van de Wetering, et al.

This paper introduces a flexible architecture for multivariate trajectory density maps using composable blocks and expressions, enabling analysts to model domain knowledge for visual exploration.

171Nov 4, 2011

JournalIEEE Access2021

Deep Learning for Anomaly Detection in Time-Series Data: Review, Analysis, and Guidelines

Kukjin Choi, Jihun Yi, Changhwa Park, et al.

This paper reviews deep learning methods for anomaly detection in multivariate time-series data, analyzes state-of-the-art models on benchmarks, and provides guidelines for model selection and training.

555Jan 1, 2021Benchmarks