AIJan 9, 2018
Greenhouse: A Zero-Positive Machine Learning System for Time-Series Anomaly Detection
arXiv:1801.03168v340 citations
Originality Synthesis-oriented
AI Analysis
This addresses anomaly detection in time-series data, but it appears incremental as it builds on zero-positive learning concepts without claiming major breakthroughs.
The paper tackles the problem of time-series anomaly detection by proposing Greenhouse, a zero-positive machine learning system, but no concrete results or numbers are provided as it describes ongoing research.
This short paper describes our ongoing research on Greenhouse - a zero-positive machine learning system for time-series anomaly detection.