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ORCIDCampbell Wilson
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- affiliation: Monash University, Melbourne, Australia
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2020 – today
- 2024
[c28]Thanh Thi Nguyen, Campbell Wilson, Janis Dalins:
Fine-Tuning Llama 2 Large Language Models for Detecting Online Sexual Predatory Chats and Abusive Texts. ESANN 2024- [c27]Thanh Thi Nguyen, Campbell Wilson, Janis Dalins:
Adaptive Knowledge Distillation for Classification of Hand Images Using Explainable Vision Transformers. ECML/PKDD (8) 2024: 235-252 - [c26]Hanxian He, Campbell Wilson, Thanh Thi Nguyen, Janis Dalins:
Sensitive Image Classification by Vision Transformers. SMC 2024: 1704-1711 - [c25]Thanh Thi Nguyen, Campbell Wilson, Imad Khan, Janis Dalins:
Object Detection Approaches to Identifying Hand Images with High Forensic Values. SMC 2024: 2727-2734 - [i6]Thanh Thi Nguyen, Campbell Wilson, Janis Dalins:
Adaptive Knowledge Distillation for Classification of Hand Images using Explainable Vision Transformers. CoRR abs/2408.10503 (2024) - [i5]Thanh Thi Nguyen, Campbell Wilson, Imad Khan, Janis Dalins:
Object Detection Approaches to Identifying Hand Images with High Forensic Values. CoRR abs/2412.16431 (2024) - [i4]Hanxian He, Campbell Wilson, Thanh Thi Nguyen, Janis Dalins:
Sensitive Image Classification by Vision Transformers. CoRR abs/2412.16446 (2024) - 2023
- [i3]Thanh Thi Nguyen, Campbell Wilson, Janis Dalins:
Fine-Tuning Llama 2 Large Language Models for Detecting Online Sexual Predatory Chats and Abusive Texts. CoRR abs/2308.14683 (2023) - 2022
- [i2]Gregory Rolan, Janis Dalins, Campbell Wilson:
The Data Airlock: infrastructure for restricted data informatics. CoRR abs/2203.09006 (2022) - 2020
- [j8]Lam Kwok Yan, Campbell Wilson:
Developing AI for law enforcement in Singapore and Australia. Commun. ACM 63(4): 62 (2020) - [c24]Ying Xu, André Leier, Tatiana T. Marquez-Lago, Jue Xie, Antonio Jimeno-Yepes, James C. Whisstock, Campbell Wilson, Jiangning Song:
Prediction of secondary structure population and intrinsic disorder of proteins using multitask deep learning. AMIA 2020 - [c23]Ying Xu, Campbell Wilson, André Leier, Tatiana T. Marquez-Lago, James C. Whisstock, Jiangning Song
:
PhosTransfer: A Deep Transfer Learning Framework for Kinase-Specific Phosphorylation Site Prediction in Hierarchy. PAKDD (2) 2020: 384-395
2010 – 2019
- 2019
- [i1]Janis Dalins, Campbell Wilson, Douglas Boudry:
PDQ & TMK + PDQF - A Test Drive of Facebook's Perceptual Hashing Algorithms. CoRR abs/1912.07745 (2019) - 2018
- [j7]Janis Dalins, Campbell Wilson, Mark J. Carman:
Criminal motivation on the dark web: A categorisation model for law enforcement. Digit. Investig. 24: 62-71 (2018) - [j6]Janis Dalins, Yuriy Tyshetskiy, Campbell Wilson, Mark J. Carman, Douglas Boudry:
Laying foundations for effective machine learning in law enforcement. Majura - A labelling schema for child exploitation materials. Digit. Investig. 26: 40-54 (2018) - [c22]Shan He, Mark Wallace, Graeme Gange, Ariel Liebman, Campbell Wilson:
A Fast and Scalable Algorithm for Scheduling Large Numbers of Devices Under Real-Time Pricing. CP 2018: 649-666 - 2017
- [c21]Shan He, Mark Wallace, Campbell Wilson, Ariel Liebman:
Fast Electrical Demand Optimization Under Real-Time Pricing. AAAI Workshops 2017 - [c20]Shan He, Mark Wallace, Campbell Wilson, Ariel Liebman:
Fast Electrical Demand Optimization Under Real-Time Pricing. AAAI 2017: 4935-4936 - 2015
- [j5]Bang Viet Nguyen, Frada Burstein, Julie Fisher, Campbell Wilson:
Taxonomy of Usage Issues for Consumer-centric Online Health Information Provision. Commun. Assoc. Inf. Syst. 37: 26 (2015) - [j4]Janis Dalins, Campbell Wilson, Mark James Carman:
Monte-Carlo Filesystem Search - A crawl strategy for digital forensics. Digit. Investig. 13: 58-71 (2015) - [j3]Muhammad Amar, Iqbal Gondal, Campbell Wilson:
Vibration Spectrum Imaging: A Novel Bearing Fault Classification Approach. IEEE Trans. Ind. Electron. 62(1): 494-502 (2015) - [c19]Muhammad Amar, Iqbal Gondal, Campbell Wilson:
Weighted ANN Input Layer for Adaptive Features Selection for Robust Fault Classification. ICONIP (2) 2015: 36-43 - 2013
- [j2]Ramkumar Rajendran, Sridhar Iyer, Sahana Murthy, Campbell Wilson, Judithe Sheard:
A Theory-Driven Approach to Predict Frustration in an ITS. IEEE Trans. Learn. Technol. 6(4): 378-388 (2013) - [c18]Muhammad Amar, Iqbal Gondal, Campbell Wilson:
Fuzzy logic inspired bearing fault-model membership estimation. ISSNIP 2013: 420-425 - [c17]Ying Xu, Zhiqiang Gao, Campbell Wilson, Zhizheng Zhang, Man Zhu, Qiu Ji:
Entity Correspondence with Second-Order Markov Logic. WISE (1) 2013: 1-14 - 2012
- [c16]Muhammad Amar, Iqbal Gondal, Campbell Wilson:
Unitary Anomaly Detection for Ubiquitous Safety in Machine Health Monitoring. ICONIP (5) 2012: 361-368 - [c15]Abdullah Mohammed Almuhaideb, Bala Srinivasan, Phu Dung Le, Campbell Wilson, Vishv Malhotra:
Analysis of mobile authentication protocols by SVO logic. SECURIT 2012: 126-134 - 2011
- [c14]Bang Viet Nguyen, Frada Burstein, Julie Fisher, Campbell Wilson:
Taxonomy of usage problems for improving user-centric online health information provision. AMCIS 2011 - 2010
- [j1]Huy Hoang Ngo, Xianping Wu, Phu Dung Le, Campbell Wilson, Balasubramaniam Srinivasan:
Dynamic Key Cryptography and Applications. Int. J. Netw. Secur. 10(3): 161-174 (2010) - [c13]Noor Azilah Draman, Campbell Wilson, Sea Ling:
Modified Ais-based Classifier for Music Genre Classification. ISMIR 2010: 369-374
2000 – 2009
- 2009
- [c12]Huy Hoang Ngo, Xianping Wu, Phu Dung Le, Campbell Wilson:
Package-Role Based Authorization Control Model for Wireless Network Services. ARES 2009: 475-480 - [c11]Samar Zutshi, Campbell Wilson, Bala Srinivasan:
Proto-reduct Fusion Based Relevance Feedback in CBIR. ICAPR 2009: 121-124 - 2008
- [c10]Huy Hoang Ngo, Xianping Wu, Phu Dung Le, Campbell Wilson:
A Method for Authentication Services in Wireless Networks. AMCIS 2008: 177 - [c9]Chen Guo, Campbell Wilson:
Use of Self-Organizing Maps for texture feature selection in content-based image retrieval. IJCNN 2008: 765-770 - 2007
- [c8]Klangjai Sithitavorn, Campbell Wilson, Bin Qiu:
Towards Multicast Delay Analysis for Ad hoc Wireless Networks. ACIS-ICIS 2007: 694-699 - [c7]Samar Zutshi, Campbell Wilson, Bala Srinivasan:
Reduct-Based Result Set Fusion for Relevance Feedback in CBIR. ACIS-ICIS 2007: 918-923 - 2006
- [c6]Gita Das, Sid Ray, Campbell Wilson:
Feature Re-weighting in Content-Based Image Retrieval. CIVR 2006: 193-200 - [c5]Giannakis Antoniou, Campbell Wilson, Dimitris Geneiatakis:
PPINA - A Forensic Investigation Protocol for Privacy Enhancing Technologies. Communications and Multimedia Security 2006: 185-195 - 2005
- [p1]Campbell Wilson, Bala Srinivasan:
Multiple Feature Relevance Feedback in Content- Based Image Retrieval using Probabilistic Inference Networks. Computational Intelligence for Modelling and Prediction 2005: 197-208 - 2002
- [c4]Campbell Wilson, Bala Srinivasan:
Multiple Feature Relevance Feedback in Content Based Image Retrieval using Probabilistic Inference Networks. FSKD 2002: 651- - 2000
- [c3]Campbell Wilson, Bala Srinivasan, Maria Indrawan:
A General Inference Network Based Architecture for Multimedia Information Retrieval. IEEE International Conference on Multimedia and Expo (I) 2000: 347-350
1990 – 1999
- 1998
- [c2]Phu Dung Le, Bala Srinivasan, Salahadin Mohammed, Santosh Kulkarni, Campbell Wilson:
A measure for image quality. SAC 1998: 513-519 - [c1]Maria Indrawan, Bala Srinivasan, Campbell Wilson, Robert Redpath:
Optimising Bayesian belief networks: a case study of information retrieval systems. SMC 1998: 2273-2278
Coauthor Index
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