RuralAI in Tomato Farming: Integrated Sensor System, Distributed Computing and Hierarchical Federated Learning for Crop Health Monitoring
- Creator: Devaraj, Harish , Sohail, Shaleeza , Li, Boyang , Hudson, Nathaniel , Baughman, Matt , Chard, Kyle , Chard, Ryan , Casella, Enrico , Foster, Ian , Rana, Omer
- Resource Type: journal article
- Date: 2024
Sampling-Based Machine Learning Models for Intrusion Detection in Imbalanced Dataset
- Creator: Fan, Zongwen , Sohail, Shaleeza , Sabrina, Fariza , Gu, Xin
- Resource Type: journal article
- Date: 2024
A Review of Privacy Enhancement Methods for Federated Learning in Healthcare Systems
- Creator: Gu, Xin , Sabrina, Fariza , Fan, Zongwen , Sohail, Shaleeza
- Resource Type: journal article
- Date: 2023
Keep It Simple: Fault Tolerance Evaluation of Federated Learning with Unreliable Clients
- Creator: Huang, Victoria , Sohail, Shaleeza , Mayo, Michael , Botran, Tania Lorido , Rodrigues, Mark , Anderson, Chris , Ooi, Melanie
- Resource Type: conference paper
- Date: 2023
Measurement and Applications: Exploring the Challenges and Opportunities of Hierarchical Federated Learning in Sensor Applications
- Creator: Ooi, Melanie Po-Leen , Sohail, Shaleeza , Spyridopoulos, Theodoros , Nagra, Harshaan , Huang, Victoria Guiying , Hudson, Nathaniel , Baughman, Matt , Rana, Omer , Hinze, Annika , Chard, Kyle , Chard, Ryan , Foster, Ian
- Resource Type: journal article
- Date: 2023
A Blockchain Based Secure IoT System Using Device Identity Management
- Creator: Sabrina, Fariza , Li, Nan , Sohail, Shaleeza
- Resource Type: journal article
- Date: 2022
An Interpretable Artificial Intelligence Based Smart Agriculture System
- Creator: Sabrina, Fariza , Sohail, Shaleeza , Farid, Farnaz , Jahan, Sayka , Ahamed, Farhad , Gordon, Steven
- Resource Type: journal article
- Date: 2022
Ensuring academic integrity in online assessments: A literature review and recommendations
- Creator: Sabrina, Fariza , Azad, Salahuddin , Sohail, Shaleeza , Thakur, Sweta
- Resource Type: journal article
- Date: 2022
Interpretable and adaptable early warning learning analytics model
- Creator: Sohail, Shaleeza , Alvi, Atif , Khanum, Aasia
- Resource Type: journal article
- Date: 2022
Multi-tiered Artificial Neural Networks model for intrusion detection in smart homes
- Creator: Sohail, Shaleeza , Fan, Zongwen , Gu, Xin , Sabrina, Fariza
- Resource Type: journal article
- Date: 2022
Put Gender on the Tender in Australian Public Projects
- Creator: Tang, Liyaning Maggie , Sohail, Shaleeza , Shorthouse, Emma , Sullivan, Larissa , Williams, Matthew
- Resource Type: journal article
- Date: 2022
IoT Cybersecurity: On the Use of Machine Learning Approaches for Unbalanced Datasets
- Creator: Azad, Salahuddin , Naqvi, Syeda Salma , Sabrina, Fariza , Sohail, Shaleeza , Thakur, Sweta
- Resource Type: conference paper
- Date: 2021
Use of Deep Learning Approach on UAV imagery to Detect Mistletoe Infestation
- Creator: Sabrina, Fariza , Sohail, Shaleeza , Thakur, Sweta , Azad, Salahuddin , Wasimi, Saleh
- Resource Type: conference paper
- Date: 2020