Alan Blair

Orcid: 0000-0002-1039-4766

Affiliations:
  • University of New South Wales, School of Computer Science and Engineering, Sydney, Australia
  • University of Melbourne, Department of Computer Science and Software Engineering, Australia (former)


According to our database1, Alan Blair authored at least 55 papers between 1996 and 2023.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2023
Attention and Pooling based Sigmoid Colon Segmentation in 3D CT images.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

2022
PhishSim: Aiding Phishing Website Detection With a Feature-Free Tool.
IEEE Trans. Inf. Forensics Secur., 2022

PhishSim: Aiding Phishing Website Detection with a Feature-Free Tool.
CoRR, 2022

Vertebral Compression Fracture detection using Multiple Instance Learning and Majority Voting.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

A Multi-Dimensional, Cross-Domain and Hierarchy-Aware Neural Architecture for ISO-Standard Dialogue Act Tagging.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021
Organ localisation using supervised and semi supervised approaches combining reinforcement learning with imitation learning.
CoRR, 2021

Man versus Machine: AutoML and Human Experts' Role in Phishing Detection.
CoRR, 2021

2020
A Novel Approach to Vertebral Compression Fracture Detection Using Imitation Learning and Patch Based Convolutional Neural Network.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

PhishZip: A New Compression-based Algorithm for Detecting Phishing Websites.
Proceedings of the 8th IEEE Conference on Communications and Network Security, 2020

2019
Multi-hop Reading Comprehension via Deep Reinforcement Learning based Document Traversal.
CoRR, 2019

Adversarial Evolution and Deep Learning - How Does an Artist Play with Our Visual System?
Proceedings of the Computational Intelligence in Music, Sound, Art and Design, 2019

Epigenetic evolution of deep convolutional models.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018
Adversarial Image Generation Using Evolution and Deep Learning.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017
Co-Evolving Line Drawings with Hierarchical Evolution.
Proceedings of the Artificial Life and Computational Intelligence, 2017

2016
Parallel Hierarchical Evolution of String Library Functions.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Learning a multi-player chess game with TreeStrap.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Complexity-based speciation and genotype representation for neuroevolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Transgenic Evolution for Classification Tasks with HERCL.
Proceedings of the Artificial Life and Computational Intelligence, 2015

2014
Sparse, guided feature connections in an Abstract Deep Network.
CoRR, 2014

Coarse and fine learning in deep networks.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Automated generation of environments to test the general learning capabilities of AI agents.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Incremental evolution of HERCL programs for robust control.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2013
Learning the Caesar and Vigenere Cipher by hierarchical evolutionary re-combination.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Models of Brains: What Should We Borrow From Biology?
Proceedings of the 2013 AAAI Fall Symposia, Arlington, Virginia, USA, November 15-17, 2013, 2013

2012
An Abstract Deep Network for Image Classification.
Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012

Evolving Plastic Neural Networks for Online Learning: Review and Future Directions.
Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012

2011
Crafty dynamic vendor pricing in computer role-playing games.
Proceedings of the Foundations of Digital Games, 2011

2009
Bootstrapping from Game Tree Search.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Training of recurrent Internal Symmetry Networks by backpropagation.
Proceedings of the International Joint Conference on Neural Networks, 2009

2008
Learning position evaluation for Go with Internal Symmetry Networks.
Proceedings of the 2008 IEEE Symposium on Computational Intelligence and Games, 2008

2007
Decentralised data fusion with exponentials of polynomials.
Proceedings of the 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems, October 29, 2007

Effective Use of Transposition Tables in Stochastic Game Tree Search.
Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Games, 2007

2006
An Improved Minibrain That Learns Through Both Positive and Negative Feedback.
Proceedings of the International Joint Conference on Neural Networks, 2006

Dynamically Defined Functions In Grammatical Evolution.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

A Self-Selecting Crossover Operator.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
Distinctness Analysis on Natural Landmark Descriptors.
Proceedings of the Field and Service Robotics, Results of the 5th International Conference, 2005

A structure preserving crossover in grammatical evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2003
Incremental training of first order recurrent neural networks to predict a context-sensitive language.
Neural Networks, 2003

Learning the Dynamics of Embedded Clauses.
Appl. Intell., 2003

Learning to Predict the Phonological Structure of English Loanwords in Japanese.
Appl. Intell., 2003

Towards an efficient optimal trajectory planner for multiple mobile robots.
Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, Nevada, USA, October 27, 2003

2002
Software for Analysing Recurrent Neural Nets That Learn to Predict Non-regular Languages.
Proceedings of the Grammatical Inference: Algorithms and Applications, 2002

Exploitation and peacekeeping: introducing more sophisticated interactions to the iterated prisoner's dilemma.
Proceedings of the 2002 Congress on Evolutionary Computation, 2002

2001
RoboMutts++.
Proceedings of the RoboCup 2001: Robot Soccer World Cup V, 2001

Getting the Job Done in a Hostile Environment.
Proceedings of the AI 2001: Advances in Artificial Intelligence, 2001

2000
RoboMutts.
Proceedings of the RoboCup 2000: Robot Soccer World Cup IV, 2000

1999
Evolving Learnable Languages.
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

Exploring evolutionary learning in a simulated hockey environment.
Proceedings of the 1999 Congress on Evolutionary Computation, 1999

1998
Co-Evolution in the Successful Learning of Backgammon Strategy.
Mach. Learn., 1998

Loanword formation: a neural network approach.
Proceedings of the Workshop on Computation of Phonological Constraints, 1998

A Paradox of Neural Encoders and Decoders or Why Don't We Talk Backwards?
Proceedings of the Simulated Evolution and Learning, 1998

Co-evolution, Determinism and Robustness.
Proceedings of the Simulated Evolution and Learning, 1998

1997
Analysis of Dynamical Recognizers.
Neural Comput., 1997

Quasi-Orthogonal Maps for Dynamic Language Recognition.
Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997

1996
Why did TD-Gammon Work?
Proceedings of the Advances in Neural Information Processing Systems 9, 1996


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