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Smart sensing and anomaly detection for microalgae culture based on LoRaWAN sensors and LSTM autoencoder (2025)
Journal Article
Soon, C. F., Jamia’an, M., Mohamed Sunar, N., Arifin, S. N. H., Tay, K. G., Heng, C., See, C. H., Mat Nayan, N. H., & Tee, K. S. (2025). Smart sensing and anomaly detection for microalgae culture based on LoRaWAN sensors and LSTM autoencoder. Aquaculture International, 33(6), Article 438. https://doi.org/10.1007/s10499-025-02104-7

The increasing demand for sustainable aquaculture solutions has accelerated interest in microalgae as an alternative fish feed source. This study presents a novel integration of Long-Range Wide Area Network (LoRaWAN) sensors and a Long Short-Term Mem... Read More about Smart sensing and anomaly detection for microalgae culture based on LoRaWAN sensors and LSTM autoencoder.

SAD-GAN: A Novel Secure Anomaly Detection Framework for Enhancing the Resilience of Cyber-Physical Systems (2025)
Journal Article
Bhutani, M., Dalal, S., Alhussein, M., Lilhore, U. K., Aurangzeb, K., & Hussain, A. (2025). SAD-GAN: A Novel Secure Anomaly Detection Framework for Enhancing the Resilience of Cyber-Physical Systems. Cognitive Computation, 17(4), Article 127. https://doi.org/10.1007/s12559-025-10483-5

Cyber-physical systems occupy a significant portion of the critical infrastructure market, but their prominence has raised concerns due to their susceptibility to certain anomalies. The typical approaches tend to be ineffective to flexible and comple... Read More about SAD-GAN: A Novel Secure Anomaly Detection Framework for Enhancing the Resilience of Cyber-Physical Systems.

Enhancing human activity recognition with TB-ConvAtt: A multi-dimensional attention framework (2025)
Journal Article
Yang, H., Wang, Y., Hu, R., Geng, Y., Wang, A., Zhou, X., Yu, H., & Zhao, Q. (2025). Enhancing human activity recognition with TB-ConvAtt: A multi-dimensional attention framework. Biomedical Signal Processing and Control, 110(Part A), Article 108314. https://doi.org/10.1016/j.bspc.2025.108314

The growing prevalence of wearable technology in healthcare highlights the essential need for accurate and efficient human activity recognition (HAR) using wearable sensor data. In clinical settings, HAR plays a pivotal role in patient monitoring, re... Read More about Enhancing human activity recognition with TB-ConvAtt: A multi-dimensional attention framework.

Nitrate Pollution Mapping for Reservoirs Using Flexible Sensors Integrated with Underwater Robot (2025)
Journal Article
Markapudi, P. R., Beg, M., Kadara, R. O., Paul, F., Kerrouche, A., See, C. H., & Manjakkal, L. (online). Nitrate Pollution Mapping for Reservoirs Using Flexible Sensors Integrated with Underwater Robot. IEEE Internet of Things Journal, https://doi.org/10.1109/JIOT.2025.3588067

Water pollution monitoring is crucial for environmental protection, playing a key role in safeguarding ecosystems, protecting public health and promoting sustainable development. However, traditional methods face challenges related to accessibility,... Read More about Nitrate Pollution Mapping for Reservoirs Using Flexible Sensors Integrated with Underwater Robot.

Generative Adversarial Networks-enabled Anomaly Detection Systems: A Survey (2025)
Journal Article
Saeed, U., Jan, S. U., Ahmad, J., Shah, S. A., Alshehri, M. S., Ghadi, Y. Y., Pitropakis, N., & Buchanan, W. J. (2026). Generative Adversarial Networks-enabled Anomaly Detection Systems: A Survey. Expert Systems with Applications, 296(B), Article 128978. https://doi.org/10.1016/j.eswa.2025.128978

Anomaly Detection (AD) is an important area of research because it helps identify outliers in data, enabling early detection of errors, fraud, and potential security breaches. Machine Learning (ML) can be utilized for distinct AD systems, and Generat... Read More about Generative Adversarial Networks-enabled Anomaly Detection Systems: A Survey.

Kerb heights - Phase 4 (2025)
Report
Langdon, P., & Olowosegun, A. (2025). Kerb heights - Phase 4. Transport Scotland

The Inclusive Kerbs Phase 4 research project gathered data using a representative example of standard kerbs within a controlled laboratory environment to understand how people with various impairments interacted with them. The study was conducted by... Read More about Kerb heights - Phase 4.

Inclusive Kerbs Study Phase 3 (2025)
Report
Langdon, P., & Olowosegun, A. (2025). Inclusive Kerbs Study Phase 3. Transport Scotland

The Inclusive Kerbs Phase 3 research project gathered data from a representative example of kerbs within The City of Edinburgh to understand what kerbs are present in the city and how people with various impairments use them. The study was conducted... Read More about Inclusive Kerbs Study Phase 3.

Novel Aperture Antenna Array Design for Indoor Localisation UWB Radar Technologies (2025)
Presentation / Conference Contribution
Ahmed, I., Lashin, A., Aldelemy, A., Ismail, A. S., Khaleel, S. A., Hamad, E. K. I., See, C. H., Abd-Alhameed, R. A., & Shehata, M. I. (2024, December). Novel Aperture Antenna Array Design for Indoor Localisation UWB Radar Technologies. Presented at 2024 12th International Japan-Africa Conference on Electronics, Communications, and Computations (JAC-ECC), Alexandria, Egypt

This paper provides a comprehensive design and optimization process of the UWB antenna array used for the transmitter and receiver systems of the UWB Indoor Localization Radar System. It is essential to employ four antenna arrays to concurrently send... Read More about Novel Aperture Antenna Array Design for Indoor Localisation UWB Radar Technologies.

On the Eigenvalue Distribution of Spatio-Spectral Limiting Operators in Higher Dimensions, II (2025)
Journal Article
Hughes, K., Israel, A., & Mayeli, A. (2025). On the Eigenvalue Distribution of Spatio-Spectral Limiting Operators in Higher Dimensions, II. Journal of Fourier Analysis and Applications, 31(4), Article 51. https://doi.org/10.1007/s00041-025-10171-w

[Abstract is missing mathematical symbols.]

Let F, S be bounded measurable sets in . Let be the orthogonal projection on the subspace of functions with compact support on F, and let be the orthogonal projection on the subspace of functions with Fo... Read More about On the Eigenvalue Distribution of Spatio-Spectral Limiting Operators in Higher Dimensions, II.

Energy Consumption Framework and Analysis of Post-Quantum Key-Generation on Embedded Devices (2025)
Journal Article
Patterson, J. C., Buchanan, W. J., & Turino, C. (2025). Energy Consumption Framework and Analysis of Post-Quantum Key-Generation on Embedded Devices. Journal of Cybersecurity and Privacy, 5(3), Article 42. https://doi.org/10.3390/jcp5030042

The emergence of quantum computing and Shor's algorithm necessitates an imminent shift from current public key cryptography techniques to post-quantum-robust techniques. The NIST has responded by standardising Post-Quantum Cryptography (PQC) algorith... Read More about Energy Consumption Framework and Analysis of Post-Quantum Key-Generation on Embedded Devices.