Phys.org

MicroBooNE detector excludes electron neutrino cause of MiniBooNE anomaly

A recent Physical Review Letters publication presents a thorough analysis of MicroBooNE detector data, investigating the anomalous surplus of neutrino-like events detected by the preceding MiniBooNE ...
IEEE

Machine Learning-Based Anomaly Detection of Correlated Sensor Data: An Integrated Principal Component Analysis-Autoencoder Approach

Abstract: This research proposes a lightweight hybrid approach for anomaly detection in correlated IoT sensor data, combining PCA for fast monitoring and Autoencoders for deeper analysis. Validated on ...
Rigzone

How is AI used in oilfield operations?

Production Optimization, time-series ML, control Gas-lift/ESP setpoints, choke control 2–7% oil uplift; 20–40% downtime cut ...
IEEE

Implementation of Ensemble Learning Methods in Autoencoder Architecture for Anomaly Detection in Natural Gas Pipeline Operational Data

Abstract: Pipeline monitoring plays crucial role in ensuring safety and efficiency of natural gas transportation systems. Undetected anomalies may result in severe environmental and financial ...
dbta

Exabeam and Cribl Expand Collaboration to Power Scalable, High-Fidelity Threat Detection with Next-Gen Data Pipelines

Exabeam, a global leader in intelligence and automation that powers security operations, and Cribl, the Data Engine for IT and Security, are expanding their strategic partnership—building on their ...
Scientific Research Publishing

Kea, K., Han, Y. and Kim, T.-K. (2023) Enhancing Anomaly Detection in Distributed Power Systems Using Autoencoder-Based Federated Learning. PLOS ONE, 18, e0290337.

ABSTRACT: This work presents an innovative Intrusion Detection System (IDS) for Edge-IoT environments, based on an unsupervised architecture combining LSTM networks and Autoencoders. Deployed on ...
Morningstar

Exabeam and Cribl Partner to Power Scalable, High-Fidelity Threat Detection with Next-Gen Data Pipelines

Exabeam, a global leader in intelligence and automation that powers security operations, and Cribl, the Data Engine for IT and Security, today announced an evolution of their strategic partnership ...