Campbell Wilson

49 papers A* 1A 2B 6Misc 2Journal 18Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Detection of Illicit Content on Online Marketplaces using Large Language Models. CoRR Quoc Khoa Tran, Thanh Thi Nguyen, Campbell Wilson
2026	J	`jnl`	Hate Speech Detection using Large Language Models with Data Augmentation and Feature Enhancement. CoRR Brian Jing Hong Nge, Stefan Su, Thanh Thi Nguyen, Campbell Wilson, Alexandra Phelan, Naomi Pfitzner
2025	J	`jnl`	Aligning Large Vision-Language Models by Deep Reinforcement Learning and Direct Preference Optimization. CoRR Thanh Thi Nguyen, Campbell Wilson, Janis Dalins
2025	—	`conf`	Large Language Models for Detection of Life-Threatening Texts. PAKDD (Workshops) Thanh Thi Nguyen, Campbell Wilson, Janis Dalins
2025	J	`jnl`	Large Language Models for Detection of Life-Threatening Texts. CoRR Thanh Thi Nguyen, Campbell Wilson, Janis Dalins
2025	—	`conf`	Reward Design for Reinforcement Learning in the Development of Large Language Models. ACOMPA Thanh Thi Nguyen, Campbell Wilson, Janis Dalins
2024	—	`conf`	Adaptive Knowledge Distillation for Classification of Hand Images Using Explainable Vision Transformers. ECML/PKDD (8) Thanh Thi Nguyen, Campbell Wilson, Janis Dalins
2024	J	`jnl`	Adaptive Knowledge Distillation for Classification of Hand Images using Explainable Vision Transformers. CoRR Thanh Thi Nguyen, Campbell Wilson, Janis Dalins
2024	B	`conf`	Fine-Tuning Llama 2 Large Language Models for Detecting Online Sexual Predatory Chats and Abusive Texts. ESANN Thanh Thi Nguyen, Campbell Wilson, Janis Dalins
2024	B	`conf`	Object Detection Approaches to Identifying Hand Images with High Forensic Values. SMC Thanh Thi Nguyen, Campbell Wilson, Imad Khan, Janis Dalins
2024	J	`jnl`	Object Detection Approaches to Identifying Hand Images with High Forensic Values. CoRR Thanh Thi Nguyen, Campbell Wilson, Imad Khan, Janis Dalins
2024	B	`conf`	Sensitive Image Classification by Vision Transformers. SMC Hanxian He, Campbell Wilson, Thanh Thi Nguyen, Janis Dalins
2024	J	`jnl`	Sensitive Image Classification by Vision Transformers. CoRR Hanxian He, Campbell Wilson, Thanh Thi Nguyen, Janis Dalins
2023	J	`jnl`	Fine-Tuning Llama 2 Large Language Models for Detecting Online Sexual Predatory Chats and Abusive Texts. CoRR Thanh Thi Nguyen, Campbell Wilson, Janis Dalins
2022	J	`jnl`	The Data Airlock: infrastructure for restricted data informatics. CoRR Gregory Rolan, Janis Dalins, Campbell Wilson
2020	J	`jnl`	Developing AI for law enforcement in Singapore and Australia. Commun. ACM Lam Kwok Yan, Campbell Wilson
2020	—	`conf`	PhosTransfer: A Deep Transfer Learning Framework for Kinase-Specific Phosphorylation Site Prediction in Hierarchy. PAKDD (2) Ying Xu, Campbell Wilson, André Leier, Tatiana T. Marquez-Lago, James C. Whisstock, Jiangning Song
2020	Misc	`conf`	Prediction of secondary structure population and intrinsic disorder of proteins using multitask deep learning. AMIA Ying Xu, André Leier, Tatiana T. Marquez-Lago, Jue Xie, Antonio Jimeno-Yepes, James C. Whisstock, Campbell Wilson, Jiangning Song
2019	J	`jnl`	PDQ & TMK + PDQF - A Test Drive of Facebook's Perceptual Hashing Algorithms. CoRR Janis Dalins, Campbell Wilson, Douglas Boudry
2018	A	`conf`	A Fast and Scalable Algorithm for Scheduling Large Numbers of Devices Under Real-Time Pricing. CP Shan He, Mark Wallace, Graeme Gange, Ariel Liebman, Campbell Wilson
2018	J	`jnl`	Criminal motivation on the dark web: A categorisation model for law enforcement. Digit. Investig. Janis Dalins, Campbell Wilson, Mark J. Carman
2018	J	`jnl`	Laying foundations for effective machine learning in law enforcement. Majura - A labelling schema for child exploitation materials. Digit. Investig. Janis Dalins, Yuriy Tyshetskiy, Campbell Wilson, Mark J. Carman, Douglas Boudry
2017	—	`conf`	Fast Electrical Demand Optimization Under Real-Time Pricing. AAAI Workshops Shan He, Mark Wallace, Campbell Wilson, Ariel Liebman
2017	A*	`conf`	Fast Electrical Demand Optimization Under Real-Time Pricing. AAAI Shan He, Mark Wallace, Campbell Wilson, Ariel Liebman
2015	J	`jnl`	Monte-Carlo Filesystem Search - A crawl strategy for digital forensics. Digit. Investig. Janis Dalins, Campbell Wilson, Mark James Carman
2015	J	`jnl`	Taxonomy of Usage Issues for Consumer-centric Online Health Information Provision. Commun. Assoc. Inf. Syst. Bang Viet Nguyen, Frada Burstein, Julie Fisher, Campbell Wilson
2015	J	`jnl`	Vibration Spectrum Imaging: A Novel Bearing Fault Classification Approach. IEEE Trans. Ind. Electron. Muhammad Amar, Iqbal Gondal, Campbell Wilson
2015	—	`conf`	Weighted ANN Input Layer for Adaptive Features Selection for Robust Fault Classification. ICONIP (2) Muhammad Amar, Iqbal Gondal, Campbell Wilson
2013	J	`jnl`	A Theory-Driven Approach to Predict Frustration in an ITS. IEEE Trans. Learn. Technol. Ramkumar Rajendran, Sridhar Iyer, Sahana Murthy, Campbell Wilson, Judithe Sheard
2013	—	`conf`	Entity Correspondence with Second-Order Markov Logic. WISE (1) Ying Xu, Zhiqiang Gao, Campbell Wilson, Zhizheng Zhang, Man Zhu, Qiu Ji
2013	—	`conf`	Fuzzy logic inspired bearing fault-model membership estimation. ISSNIP Muhammad Amar, Iqbal Gondal, Campbell Wilson
2012	—	`conf`	Analysis of mobile authentication protocols by SVO logic. SECURIT Abdullah Mohammed Almuhaideb, Bala Srinivasan, Phu Dung Le, Campbell Wilson, Vishv Malhotra
2012	—	`conf`	Unitary Anomaly Detection for Ubiquitous Safety in Machine Health Monitoring. ICONIP (5) Muhammad Amar, Iqbal Gondal, Campbell Wilson
2011	—	`conf`	Taxonomy of usage problems for improving user-centric online health information provision. AMCIS Bang Viet Nguyen, Frada Burstein, Julie Fisher, Campbell Wilson
2010	J	`jnl`	Dynamic Key Cryptography and Applications. Int. J. Netw. Secur. Huy Hoang Ngo, Xianping Wu, Phu Dung Le, Campbell Wilson, Balasubramaniam Srinivasan
2010	—	`conf`	Modified Ais-based Classifier for Music Genre Classification. ISMIR Noor Azilah Draman, Campbell Wilson, Sea Ling
2009	B	`conf`	Package-Role Based Authorization Control Model for Wireless Network Services. ARES Huy Hoang Ngo, Xianping Wu, Phu Dung Le, Campbell Wilson
2009	—	`conf`	Proto-reduct Fusion Based Relevance Feedback in CBIR. ICAPR Samar Zutshi, Campbell Wilson, Bala Srinivasan
2008	—	`conf`	A Method for Authentication Services in Wireless Networks. AMCIS Huy Hoang Ngo, Xianping Wu, Phu Dung Le, Campbell Wilson
2008	B	`conf`	Use of Self-Organizing Maps for texture feature selection in content-based image retrieval. IJCNN Chen Guo, Campbell Wilson
2007	—	`conf`	Reduct-Based Result Set Fusion for Relevance Feedback in CBIR. ACIS-ICIS Samar Zutshi, Campbell Wilson, Bala Srinivasan
2007	—	`conf`	Towards Multicast Delay Analysis for Ad hoc Wireless Networks. ACIS-ICIS Klangjai Sithitavorn, Campbell Wilson, Bin Qiu
2006	—	`conf`	Feature Re-weighting in Content-Based Image Retrieval. CIVR Gita Das, Sid Ray, Campbell Wilson
2006	—	`conf`	PPINA - A Forensic Investigation Protocol for Privacy Enhancing Technologies. Communications and Multimedia Security Giannakis Antoniou, Campbell Wilson, Dimitris Geneiatakis
2005	—	`ch.`	Multiple Feature Relevance Feedback in Content- Based Image Retrieval using Probabilistic Inference Networks. Computational Intelligence for Modelling and Prediction Campbell Wilson, Bala Srinivasan
2002	—	`conf`	Multiple Feature Relevance Feedback in Content Based Image Retrieval using Probabilistic Inference Networks. FSKD Campbell Wilson, Bala Srinivasan
2000	A	`conf`	A General Inference Network Based Architecture for Multimedia Information Retrieval. IEEE International Conference on Multimedia and Expo (I) Campbell Wilson, Bala Srinivasan, Maria Indrawan
1998	Misc	`conf`	A measure for image quality. SAC Phu Dung Le, Bala Srinivasan, Salahadin Mohammed, Santosh Kulkarni, Campbell Wilson
1998	B	`conf`	Optimising Bayesian belief networks: a case study of information retrieval systems. SMC Maria Indrawan, Bala Srinivasan, Campbell Wilson, Robert Redpath