anomalies-detection

Near Real Time monitoring of satellite image time-series

My experiments in weaponizing ONOS applications (https://github.com/opennetworkinglab/onos)

SpectrumAlert is a real-time ham radio monitoring tool that scans frequencies, detects signal anomalies, and identifies modulation types (AM, FM, USB, LSB, QAM, etc.). Using machine learning and MQTT, it publishes anomalies, signal strength, and receiver coordinates for remote monitoring and alerts. Projected paused Until lab rebuild

Anomaly Detection: Nelson Rules for Control Chart - Python implementation

Find data concentration patterns and hotspots. Built for fraud detection and risk analysis.

Automatically detect damage on wood

Comprehensive Python package for MIDI music anomalies detection and features analysis

A real-time anomaly detection system for Raspberry Pi that monitors sensor data and uses machine learning to detect abnormal behavior patterns.

A low-cost sensor platform for seafloor metal detection, anomaly mapping, drift estimation, and GIS-based target prioritization.

Detect anomalies in stock market

Web application for detecting anomalies

Automated system for detecting KPI anomalies using Median + MAD and triggering daily alerts through BI automation.

Detecting weather anomalies for Dublin Airport

KNN algorithm in big data for the detection of anomalies using Apache Spark and Scala

Outlier/Anomaly detection using Prophet and Altair

Anomaly Detection on Audio MNIST (Digit "Six") with Self-Supervised Exploration

Golden‑Ratio Earthquake Prediction with Animal Anomalies

To enhance operational efficiency and provide actionable insights into emergency room performance, we need to create a Hospital Emergency Room Analysis Dashboard in Power BI. This solution will enable stakeholders to track, analyze, and make data-driven decisions regarding patient management and service optimization.

Hybrid anomaly-based intrusion detection system