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Detection of Appliance-Level Abnormal Energy Consumption in Buildings Using Autoencoders and Micro-moments
(
Springer Science and Business Media Deutschland GmbH
, 2022 , Conference Paper)
The detection of anomalous energy usage could help significantly in signaling energy wastage and identifying faulty appliances, especially if the individual power traces are analyzed. To that end, this paper proposes a ...
Anomaly Detection: A Survey
(
Springer Science and Business Media Deutschland GmbH
, 2022 , Conference Paper)
Anomaly detection (AD) is considered one of the important research areas that have a diverse range of application domains. Some of the anomaly detection techniques presented in the literature were specifically implemented ...
Anomaly Detection in Blockchain-Enabled Supply Chain: An Ontological Approach
(
Springer Science and Business Media Deutschland GmbH
, 2022 , Conference Paper)
In our work, we propose an anomaly detection framework, for detecting anomalous transactions in business processes from transaction event logs. Such a framework will help enhance the accuracy of anomaly detection in the ...
Scalable Containerized Pipeline for Real-time Big Data Analytics
(
IEEE Computer Society
, 2022 , Conference Paper)
With the widespread usage of IoT, processing data streams in real-time have become very important. The traditional data-stream processing systems are inefficient in processing big data for detecting anomalies, classifications, ...