Expertises
Computer Science
- Internet of Things
- Models
- Detection
- Convolutional Neural Network
- Deep Learning Technique
- Electromyography
- binary classifier
- Algorithms
Organisaties
Publicaties
2023
An evaluation of ECG data fusion algorithms for wearable IoT sensors, 237-251. John, A., Padinjarathala, A., Doheny, E., Cardiff, B. & John, D.https://doi.org/10.1016/j.inffus.2023.03.017
2021
Multimodal Multiresolution Data Fusion Using Convolutional Neural Networks for IoT Wearable Sensing, 1161-1173. John, A., Kumar Nundy, K., Cardiff, B. & John, D.https://doi.org/10.1109/TBCAS.2021.3134043SomnNET: An SpO2 Based Deep Learning Network for Sleep Apnea Detection in SmartwatchesIn 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (pp. 1961-1964). John, A., Kumar Nundy, K., Cardiff, B. & John, D.https://doi.org/10.1109/EMBC46164.2021.9631037Adaptive Savitzky-Golay Filtering in Non-Gaussian Noise, 5021-5036. John, A., Sadasivan, J. & Seelamantula, C. S.https://doi.org/10.1109/TSP.2021.3106450A multimodal data fusion technique for heartbeat detection in wearable IoT sensors, 2071-2082. John, A., Redmond, S., Cardiff, B. & John, D.https://doi.org/10.1109/JIOT.2021.3093112A 1D-CNN Based Deep Learning Technique for Sleep Apnea Detection in IoT SensorsIn 2021 IEEE International Symposium on Circuits and Systems (ISCAS) (pp. 1-5). IEEE. John, A., Cardiff, B. & John, D.https://doi.org/10.1109/ISCAS51556.2021.9401300A 1D-CNN Based Deep Learning Technique for Sleep Apnea Detection in IoT Sensors. ArXiv.org. John, A., Cardiff, B. & John, D.
2020
An Approximate Binary Classifier for Data Integrity Assessment in IoT SensorsIn 2020 27th IEEE International Conference on Electronics, Circuits and Systems (ICECS). John, A., Ullah, S., Kumar, A., Cardiff, B. & John, D.https://doi.org/10.1109/icecs49266.2020.9294859A Generalized Signal Quality Estimation Method for IoT SensorsIn 2020 IEEE International Symposium on Circuits and Systems (ISCAS). John, A., Cardiff, B. & John, D.https://doi.org/10.1109/ISCAS45731.2020.9180546Binary Classifiers for Data Integrity Detection in Wearable IoT Edge Devices, 88-99. John, A., C Panicker, R., Cardiff, B., Lian, Y. & John, D.https://doi.org/10.1109/OJCAS.2020.3009520
Onderzoeksprofielen
Verbonden aan opleidingen
Vakken collegejaar 2023/2024
Vakken in het huidig collegejaar worden toegevoegd op het moment dat zij definitief zijn in het Osiris systeem. Daarom kan het zijn dat de lijst nog niet compleet is voor het gehele collegejaar.
Scan de QR-code of