Campbell Wilson

Orcid: 0000-0001-5144-411X

Affiliations:
  • Monash University, Melbourne, Australia


According to our database1, Campbell Wilson authored at least 36 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
Adaptive Knowledge Distillation for Classification of Hand Images Using Explainable Vision Transformers.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, 2024

2023
Fine-Tuning Llama 2 Large Language Models for Detecting Online Sexual Predatory Chats and Abusive Texts.
CoRR, 2023

2022
The Data Airlock: infrastructure for restricted data informatics.
CoRR, 2022

2020
Developing AI for law enforcement in Singapore and Australia.
Commun. ACM, 2020

PhosTransfer: A Deep Transfer Learning Framework for Kinase-Specific Phosphorylation Site Prediction in Hierarchy.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

Prediction of secondary structure population and intrinsic disorder of proteins using multitask deep learning.
Proceedings of the AMIA 2020, 2020

2019
PDQ & TMK + PDQF - A Test Drive of Facebook's Perceptual Hashing Algorithms.
CoRR, 2019

2018
Criminal motivation on the dark web: A categorisation model for law enforcement.
Digit. Investig., 2018

Laying foundations for effective machine learning in law enforcement. Majura - A labelling schema for child exploitation materials.
Digit. Investig., 2018

A Fast and Scalable Algorithm for Scheduling Large Numbers of Devices Under Real-Time Pricing.
Proceedings of the Principles and Practice of Constraint Programming, 2018

2017
Fast Electrical Demand Optimization Under Real-Time Pricing.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2015
Vibration Spectrum Imaging: A Novel Bearing Fault Classification Approach.
IEEE Trans. Ind. Electron., 2015

Monte-Carlo Filesystem Search - A crawl strategy for digital forensics.
Digit. Investig., 2015

Taxonomy of Usage Issues for Consumer-centric Online Health Information Provision.
Commun. Assoc. Inf. Syst., 2015

Weighted ANN Input Layer for Adaptive Features Selection for Robust Fault Classification.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

2013
A Theory-Driven Approach to Predict Frustration in an ITS.
IEEE Trans. Learn. Technol., 2013

Entity Correspondence with Second-Order Markov Logic.
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

Fuzzy logic inspired bearing fault-model membership estimation.
Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013

2012
Analysis of mobile authentication protocols by SVO logic.
Proceedings of the First International Conference on Security of Internet of Things, 2012

Unitary Anomaly Detection for Ubiquitous Safety in Machine Health Monitoring.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

2011
Taxonomy of usage problems for improving user-centric online health information provision.
Proceedings of the A Renaissance of Information Technology for Sustainability and Global Competitiveness. 17th Americas Conference on Information Systems, 2011

2010
Dynamic Key Cryptography and Applications.
Int. J. Netw. Secur., 2010

Modified Ais-based Classifier for Music Genre Classification.
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

2009
Proto-reduct Fusion Based Relevance Feedback in CBIR.
Proceedings of the Seventh International Conference on Advances in Pattern Recognition, 2009

Package-Role Based Authorization Control Model for Wireless Network Services.
Proceedings of the The Forth International Conference on Availability, 2009

2008
Use of Self-Organizing Maps for texture feature selection in content-based image retrieval.
Proceedings of the International Joint Conference on Neural Networks, 2008

A Method for Authentication Services in Wireless Networks.
Proceedings of the Learning from the past & charting the future of the discipline. 14th Americas Conference on Information Systems, 2008

2007
Reduct-Based Result Set Fusion for Relevance Feedback in CBIR.
Proceedings of the 6th Annual IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007), 2007

Towards Multicast Delay Analysis for Ad hoc Wireless Networks.
Proceedings of the 6th Annual IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007), 2007

2006
PPINA - A Forensic Investigation Protocol for Privacy Enhancing Technologies.
Proceedings of the Communications and Multimedia Security, 2006

Feature Re-weighting in Content-Based Image Retrieval.
Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

2005
Multiple Feature Relevance Feedback in Content- Based Image Retrieval using Probabilistic Inference Networks.
Proceedings of the Computational Intelligence for Modelling and Prediction, 2005

2002
Multiple Feature Relevance Feedback in Content Based Image Retrieval using Probabilistic Inference Networks.
Proceedings of the FSDK'02, 2002

2000
A General Inference Network Based Architecture for Multimedia Information Retrieval.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

1998
Optimising Bayesian belief networks: a case study of information retrieval systems.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

A measure for image quality.
Proceedings of the 1998 ACM symposium on Applied Computing, 1998


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