IEEE

Image-Based Hybrid Autoencoder–LSTM for Mixed-Gas Estimation in Electronic Nose

Abstract: The accurate prediction of gas mixture concentrations plays a vital role in the development of intelligent electronic nose. However, in most previous studies, time-series data from sensor ...
Scientific Research Publishing

Al-Qatf, M., Lasheng, Y., Al-Habib, M. and Al-Sabahi, K. (2018) Deep Learning Approach Combining Sparse Autoencoder with SVM for Network Intrusion Detection. IEEE Access, 6 ...

ABSTRACT: This work contributes to the development of intelligent data-driven approaches to improve intrusion management in smart IoT environments. The proposed model combines a hybrid ...
Scientific Research Publishing

Jang-Jaccard, J., Xu, W., Singh, A., Wei, Y. and Sabrina, F. (2021) Improving Performance of Autoencoder-Based Network Anomaly Detection on NSLKDD Dataset. IEEE Access, 4, 1-10.

ABSTRACT: This work contributes to the development of intelligent data-driven approaches to improve intrusion management in smart IoT environments. The proposed model combines a hybrid ...
GitHub

ranasaurabh191/Predictive-Maintenance-PdM-Pipeline

textpdmp_project/ │ ├── data/ │ ├── raw/ # Raw synthetic sensor data (e.g., synthetic_sensor_data.csv) │ └── processed/ # Processed data (e.g ...
IEEE

Leveraging Deep Learning for Fault Detection and Localization in Distributed Systems

Abstract: The dynamic and complex nature of distributed systems makes fault localization extremely difficult, frequently leading to extended outages and higher operating expenses. A deep ...
GitHub

Aikhusy/Progress-LSTM-AUTOENCODER

fw_load_avg_1_min fw_load_avg_5_min fw_load_avg_15_min fw_cpu_used mem_used root_used log_used fw_total_alloc model saya menemukan bahwa [31, 34, 47, 48, 49, 50, 51 ...
Frontiers

Enhancing security in 6G-enabled wireless sensor networks for smart cities: a multi-deep learning intrusion detection approach

Introduction: Wireless Sensor Networks (WSNs) play a critical role in the development of sustainable and intelligent smart city infrastructures, enabling data-driven services such as smart mobility, ...