| IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset Y Yin, J Jang-Jaccard, W Xu, A Singh, J Zhu, F Sabrina, J Kwak Journal of Big Data 10 (1), 15, 2023 | 203 | 2023 |
| Improving performance of autoencoder-based network anomaly detection on nsl-kdd dataset W Xu, J Jang-Jaccard, A Singh, Y Wei, F Sabrina IEEE Access 9, 140136-140146, 2021 | 191 | 2021 |
| A comprehensive review on critical issues and possible solutions of motor imagery based electroencephalography brain-computer interface A Singh, AA Hussain, S Lal, HW Guesgen Sensors 21 (6), 2173, 2021 | 145 | 2021 |
| Ae-mlp: A hybrid deep learning approach for ddos detection and classification Y Wei, J Jang-Jaccard, F Sabrina, A Singh, W Xu, S Camtepe IEEE Access 9, 146810-146821, 2021 | 128 | 2021 |
| A few-shot meta-learning based siamese neural network using entropy features for ransomware classification J Zhu, J Jang-Jaccard, A Singh, I Welch, ALS Harith, S Camtepe Computers & Security 117, 102691, 2022 | 84 | 2022 |
| Reduce calibration time in motor imagery using spatially regularized symmetric positives-definite matrices based classification A Singh, S Lal, HW Guesgen Sensors 19 (2), 379, 2019 | 50 | 2019 |
| User requirements for technology to assist aging in place: qualitative study of older people and their informal support networks P Elers, I Hunter, D Whiddett, C Lockhart, H Guesgen, A Singh JMIR mHealth and uHealth 6 (6), e10741, 2018 | 49 | 2018 |
| Small Sample Motor Imagery Classification Using Regularized Riemannian Features A Singh, S Lal, G HW IEEE Access 7, 46858 - 46869, 2019 | 47 | 2019 |
| Self-identification respiratory disorder based on continuous wave radar sensor system NTP Van, L Tang, A Singh, ND Minh, SC Mukhopadhyay, SF Hasan IEEE Access 7, 40019-40026, 2019 | 33 | 2019 |
| The application of machine learning to consolidate critical success factors of lean six sigma AD Perera, NP Jayamaha, NP Grigg, M Tunnicliffe, A Singh IEEE Access 9, 112411-112424, 2021 | 28 | 2021 |
| Task-Aware Meta Learning-Based Siamese Neural Network for Classifying Control Flow Obfuscated Malware J Zhu, J Jang-Jaccard, A Singh, PA Watters, S Camtepe Future Internet 15 (6), 214, 2023 | 21 | 2023 |
| Security of software defined networks: Taxonomic modeling, key components and open research area R Kaur, A Singh, S Singh, S Sharma 2016 International Conference on Electrical, Electronics, and Optimization …, 2016 | 20 | 2016 |
| Autoencoder-based unsupervised intrusion detection using multi-scale convolutional recurrent networks A Singh, J Jang-Jaccard arXiv preprint arXiv:2204.03779, 2022 | 18 | 2022 |
| Virtualization in cloud computing S Sharma, S Singh, A Singh, R Kaur International Journal of Scientific Research in Science, Engineering and …, 2016 | 17 | 2016 |
| Architectural review of co-adaptive brain computer interface A Singh, S Lal, HW Guesgen 2017 4th Asia-Pacific World Congress on Computer Science and Engineering …, 2017 | 16 | 2017 |
| Issues associated with the management and governance of sensor data and information to assist aging in place: focus group study with health care professionals I Hunter, P Elers, C Lockhart, H Guesgen, A Singh, D Whiddett JMIR mHealth and uHealth 8 (12), e24157, 2020 | 13 | 2020 |
| Recommended system for detection of dengue using fuzzy logic S Singh, A Singh, MS Samson J. Comput. Eng. Technol 7, 44-52, 2016 | 11 | 2016 |
| Motor imagery classification based on subject to subject transfer in Riemannian manifold A Singh, S Lal, HW Guesgen 2019 7th International Winter Conference on Brain-Computer Interface (BCI), 1-6, 2019 | 8 | 2019 |
| Telehealth at home: Co-designing a smart home telehealth system I Hunter, P Elers, C Lockhart, H Guesgen, D Whiddett, A Singh Telehealth innovations in remote healthcare services delivery, 47-56, 2021 | 4 | 2021 |
| New and Emerging Issues for Technologies to Support Older Adults to Age in Place: Findings From a Workshop of Experts D Whiddett, I Hunter, P Elers, CA Lockhart, HW Guesgen, A Singh Research Anthology on Supporting Healthy Aging in a Digital Society, 644-657, 2022 | 1 | 2022 |
Hans W. GuesgenProfessor of Computer Science, Massey University, New ZealandVerified email at massey.ac.nz