Brendon J. Woodford

42 papers A* 1B 6Misc 4Journal 11Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Taking a Closer Look at Warnings Generated by PMD and SonarQube, their Rules and Compliance to Established Coding Standards. CoRR Lakmal Deshapriya, Sherlock A. Licorish, Brendon J. Woodford
2026	J	`jnl`	Understanding warnings generated by PMD and SonarQube, their rules and compliance to established coding standards. Sci. Comput. Program. Lakmal Deshapriya, Sherlock A. Licorish, Brendon J. Woodford
2025	J	`jnl`	GBM Returns the Best Prediction Performance among Regression Approaches: A Case Study of Stack Overflow Code Quality. CoRR Sherlock A. Licorish, Brendon J. Woodford, Lakmal Kiyaduwa Vithanage, Osayande P. Omondiagbe
2025	J	`jnl`	Investigating activity recognition in smart homes through embedded feature selection. J. Ambient Intell. Humaniz. Comput. Brendon J. Woodford, Ahmad Ghandour
2025	J	`jnl`	Understanding Regression Models on Stack Overflow Code: GBM Returns the Best Prediction Performance among Regression Techniques. J. Softw. Sherlock A. Licorish, Brendon J. Woodford, Lakmal Kiyaduwa Vithanage, Osayande P. Omondiagbe
2024	—	`conf`	Conformal Adversarial Generative Ensemble. ICONIP (2) Ahmad Shahi, Mamehgol Yousefi, Brendon J. Woodford, Farhaan Mirza, Tapabrata Chakraborti
2024	J	`jnl`	Corrections to "Ethical Considerations in the Use of ChatGPT: An Exploration Through the Lens of Five Moral Dimensions". IEEE Access Ahmad Ghandour, Brendon J. Woodford, Hesham Abusaimeh
2024	J	`jnl`	Ethical Considerations in the Use of ChatGPT: An Exploration Through the Lens of Five Moral Dimensions. IEEE Access Ahmad Ghandour, Brendon J. Woodford, Hesham Abusaimeh
2024	—	`conf`	Guidelines to Develop a Cybersecurity Policy in Schools, Perspectives Informed from Jordanian Cybercrime Law. ACIT Ahmad Ghandour, Brendon J. Woodford
2023	Misc	`conf`	A Comparison of One-Class Versus Two-Class Machine Learning Models for Wildfire Prediction in California. AusDM Fathima Nuzla Ismail, Abira Sengupta, Brendon J. Woodford, Sherlock A. Licorish
2023	B	`conf`	Automatic Parameter Optimisation Framework for ECoS-based Models. IJCNN Brendon J. Woodford
2023	—	`conf`	Guidelines to Develop AI Ethics Policy in Organizations: Perspectives Informed from Two Different Countries' Laws. ACIT Ahmad Ghandour, Brendon J. Woodford
2022	Misc	`conf`	Boosted Self-evolving Neural Networks for Pattern Recognition. AI Brendon J. Woodford
2022	—	`conf`	Means to Support the Ends: Forums that Escape the Official Gaze in the Educational Institutions. ACIT Ahmad Ghandour, Brendon J. Woodford, Alhanof Almutairi, Hussein Salem Alsrehan
2021	—	`ed.`	ACSW '21: 2021 Australasian Computer Science Week Multiconference, Dunedin, New Zealand, 1-5 February, 2021 ACSW Nigel Stanger, Brendon J. Woodford, Michael Winikoff, David M. Eyers, Veronica Liesaputra Joachim, Daniel Alencar da Costa, Andrew Trotman
2020	—	`conf`	An Information Retrieval-Based Approach to Activity Recognition in Smart Homes. ICSOC Workshops Brendon J. Woodford, Ahmad Ghandour
2020	—	`conf`	COVID-19 Impact on E-Commerce in UAE. ACIT Ahmad Ghandour, Brendon J. Woodford
2019	—	`conf`	Ethical Issues in Artificial Intelligence in UAE. ACIT Ahmad Ghandour, Brendon J. Woodford
2019	—	`conf`	Evaluating the Boundaries of Big Data Environments for Machine Learning. Australasian Conference on Artificial Intelligence Fathima Nuzla Ismail, Brendon J. Woodford, Sherlock A. Licorish
2017	B	`conf`	A streaming ensemble classifier with multi-class imbalance learning for activity recognition. IJCNN Ahmad Shahi, Jeremiah D. Deng, Brendon J. Woodford
2017	—	`conf`	Dynamic Real-Time Segmentation and Recognition of Activities Using a Multi-feature Windowing Approach. PAKDD (Workshops) Ahmad Shahi, Brendon J. Woodford, Hanhe Lin
2017	—	`conf`	Online Hidden Conditional Random Fields to Recognize Activity-Driven Behavior Using Adaptive Resilient Gradient Learning. ICONIP (1) Ahmad Shahi, Jeremiah D. Deng, Brendon J. Woodford
2016	A*	`conf`	Online Weighted Clustering for Real-time Abnormal Event Detection in Video Surveillance. ACM Multimedia Hanhe Lin, Jeremiah D. Deng, Brendon J. Woodford, Ahmad Shahi
2016	—	`conf`	Shot Boundary Detection Using Multi-instance Incremental and Decremental One-Class Support Vector Machine. PAKDD (1) Hanhe Lin, Jeremiah D. Deng, Brendon J. Woodford
2015	J	`jnl`	A Self-adaptive CodeBook (SACB) model for real-time background subtraction. Image Vis. Comput. Munir Shah, Jeremiah D. Deng, Brendon J. Woodford
2015	B	`conf`	Anomaly detection in crowd scenes via online adaptive one-class support vector machines. ICIP Hanhe Lin, Jeremiah D. Deng, Brendon J. Woodford
2015	—	`conf`	Event Classification Using Adaptive Cluster-Based Ensemble Learning of Streaming Sensor Data. Australasian Conference on Artificial Intelligence Ahmad Shahi, Brendon J. Woodford, Jeremiah D. Deng
2014	—	`conf`	Spatial-Temporal Pyramid Matching for Crowd Scene Analysis. MLSDA@PRICAI Hanhe Lin, Jeremiah D. Deng, Brendon J. Woodford
2014	J	`jnl`	Video background modeling: recent approaches, issues and our proposed techniques. Mach. Vis. Appl. Munir Shah, Jeremiah D. Deng, Brendon J. Woodford
2013	—	`conf`	Event Detection Using Quantized Binary Code and Spatial-Temporal Locality Preserving Projections. Australasian Conference on Artificial Intelligence Hanhe Lin, Jeremiah D. Deng, Brendon J. Woodford
2013	—	`conf`	Growing Neural Gas Video Background Model (GNG-BM). Australasian Conference on Artificial Intelligence Munir Shah, Jeremiah D. Deng, Brendon J. Woodford
2013	B	`conf`	Improving Mixture of Gaussians background model through adaptive learning and Spatio-Temporal voting. ICIP Munir Shah, Jeremiah D. Deng, Brendon J. Woodford
2012	Misc	`conf`	Enhancing the mixture of Gaussians background model with local matching and local adaptive learning. IVCNZ Munir Shah, Jeremiah D. Deng, Brendon J. Woodford
2012	—	`conf`	Illumination Invariant Background Model Using Mixture of Gaussians and SURF Features. ACCV Workshops (1) Munir Shah, Jeremiah D. Deng, Brendon J. Woodford
2012	Misc	`conf`	Video manifold modelling: finding the right parameter settings for anomaly detection. IVCNZ Hanhe Lin, Jeremiah D. Deng, Brendon J. Woodford
2011	—	`conf`	Enhanced Codebook Model for Real-Time Background Subtraction. ICONIP (3) Munir Shah, Jeremiah D. Deng, Brendon J. Woodford
2010	B	`conf`	Automatic optimization of pruning in evolving fuzzy neural networks using an entropy measure. IJCNN Brendon J. Woodford
2008	J	`jnl`	Evolving neurocomputing systems for horticulture applications. Appl. Soft Comput. Brendon J. Woodford
2004	—	`conf`	A wavelet-based neuro-fuzzy system for data mining small image sets. ACSW Brendon J. Woodford, Da Deng, George L. Benwell
2001	B	`conf`	Ensembles of EFuNNs: An Architecture for a Mutlimodule Classifier. FUZZ-IEEE Brendon J. Woodford, Nikola K. Kasabov
2000	J	`jnl`	The Application of Hybrid Evolving Connectionist Systems to Image Classification. J. Adv. Comput. Intell. Intell. Informatics Nikola K. Kasabov, Steven A. Israel, Brendon J. Woodford
1999	—	`conf`	Analysing Images of Pest Damage to Apples using Wavelets. New Zealand Computer Science Research Students' Conference Brendon J. Woodford