Web Access Research Portal

Researcher: Montgomery, J (Dr James Montgomery)

Fields of Research

Neural, Evolutionary and Fuzzy Computation
Distributed and Grid Systems
Computer-Human Interaction
Software Engineering
Web Technologies (excl. Web Search)
Adaptive Agents and Intelligent Robotics
Science, Technology and Engineering Curriculum and Pedagogy
Computer System Security
Pattern Recognition and Data Mining
Theoretical and Applied Mechanics
Expert Systems
Decision Support and Group Support Systems
Conservation and Biodiversity
Networking and Communications
Environmental Monitoring
Terrestrial Ecology
Oenology and Viticulture

Research Objectives

Expanding Knowledge in the Information and Computing Sciences
Application Tools and System Utilities
Application Software Packages (excl. Computer Games)
Information Processing Services (incl. Data Entry and Capture)
Information Services
Teaching and Instruction Technologies
Wine Grapes
Road Passenger Movements (excl. Public Transport)
Forest and Woodlands Flora, Fauna and Biodiversity
Ecosystem Assessment and Management of Forest and Woodlands Environments
Internet Hosting Services (incl. Application Hosting Services)
Farmland, Arable Cropland and Permanent Cropland Flora, Fauna and Biodiversity
Forest and Woodlands Land Management
Native Forests

Career Best Publications

Research Publications

A framework for integrating concept maps into higher-order learning units in IT education; 26th Australian Computer-Human Interaction Conference (OzCHI 2014)
A simple strategy for maintaining diversity and reducing crowding in differential evolution; 2012 IEEE Congress on Evolutionary Computation
A simple strategy to maintain diversity and reduce crowding in particle swarm optimization; 24th Australasian Joint Conference on Artificial Intelligence
Agile development spikes applied to computer science education; IEEE International Conference on Teaching, Assessment and Learning for Engineering 2013
Alternative solution representations for the job shop scheduling problem in ant colony optimisation; Third Australian Conference on Artificial Life (ACAL07)
An adaptive generative representation for evolutionary computation; 2016 IEEE Congress on Evolutionary Computation
An analysis of the operation of differential evolution at high and low crossover rates; WCCI 2010 IEEE World Congress on Computational Intelligence
Anatomy of a learning problem; 25th Conference on Neural Information Processing Systems Workshop: Relations Between Machine Learning Problems
Anti-pheromone as a tool for better exploration of search space; 3rd International Workshop on Ant Algorithms (ANTS 2002)
Applying the biased form of the adaptive generative representation; 2017 IEEE Congress on Evolutionary Computation
Automated selection of appropriate pheromone representations in ant colony optimisation; 1st Australian Conference on Artificial Life (ACAL 2003)
Automated selection of appropriate pheromone representations in ant colony optimization; Artificial Life
B2P2: A scalable big bioacoustic processing platform; IEEE 18th International Conference on High Performance Computing and Communications; IEEE 14th International Conference on Smart City; IEEE 2nd International Conference on Data Science and Systems
Candidate set strategies for ant colony optimisation; 3rd of the International Workshop on Ant Algorithms (ANTS 2002)
Clouds selection for network appliances based on trust credibility; International Telecommunication Network and Applications Conference
Crossover and the different faces of differential evolution searches; IEEE Congress on Evolutionary Computation 2010
Differential evolution for RFID antenna design: a comparison with ant colony optimisation; Genetic and Evolutionary Computation Conference 2011
Differential evolution with thresheld convergence; 2013 IEEE Congress on Evolutionary Computation
Differential evolution: difference vectors and movement in solution space; IEEE Congress on Evolutionary Computation 2009
Evolution strategies with thresheld convergence; 2015 IEEE Congress on Evolutionary Computation
Extending the front: designing RFID antennas using multiobjective differential evolution with biased population selection; 14th International Conference on Computational Science 2014
Higher order pheromone models in ant colony optimisation; 5th International Workshop on Ant Colony Optimization and Swarm Intelligence (ANTS 2006)
Hybridization of particle swarm optimization with adaptive genetic algorithm operators; 2013 International Conference on Intelligent Systems Design and Applications
Identifying and exploiting the scale of a search space in differential evolution; 2014 IEEE Congress on Evolutionary Computation
Improving exploration in ant colony optimisation with antennation; WCCI 2012 IEEE World Congress on Computational Intelligence
Invited paper: a review of thresheld convergence; GECONTEC: Revista Internacional de Gestión del Conocimiento y la Tecnología
Measuring the curse of dimensionality and its effects on particle swarm optimization and differential evolution; Applied Intelligence
Parallel constraint handling in a multiobjective evolutionary algorithm for the automotive deployment problem; 6th IEEE International Conference on E-Science Workshops 2010
Particle swarm optimization with thresheld convergence; 2013 IEEE Congress on Evolutionary Computation
Population-ACO for the automotive deployment problem; Genetic and Evolutionary Computation Conference 2011
Protocols and structures for inference: a RESTful API for machine learning; 2nd Conference on Predictive APIs and Apps
Representation matters: real-valued encodings for meander line RFID antennas; 2015 IEEE Congress on Evolutionary Computation
Scoring users’ privacy disclosure across multiple online social networks; IEEE Access
Search bias in constructive metaheuristics and implications for ant colony optimisation; 4th International Workshop (ANTS 2004)
Selection strategies for initial positions and initial velocities in multi-optima particle swarms; Genetic and Evolutionary Computation Conference 2011
Semi-formal, not semi-realistic: a component description manager; Technology of Object-Oriented Languages and Systems Eastern Europe (TOOLS EE) 2000 and 2002
Similarity matching of computer science unit outlines in higher education; 29th Australasian Joint Conference on Artificial Intelligence (AI 2016)
Simulated annealing with thresheld convergence; 2012 IEEE Congress on Evolutionary Computation
Solution bias in ant colony optimisation: lessons for selecting pheromone models; Computers and Operations Research
Solution biases and pheromone representation selection in ant colony optimisation
Solution representation for job shop scheduling problems in ant colony optimisation; Fifth International Workshop on Ant Colony Optimization and Swarm Intelligence (ANTS 2006)
Some measurements on the effects of the curse of dimensionality; 2014 Genetic and Evolutionary Computation Conference
Storing and retrieving software components: a component description manager; 12th Australian Software Engineering Conference (ASWEC 2000)
Structural advantages for ant colony optimisation inherent in permutation scheduling problems; 18th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA/AIE 2005)
The accumulated experience ant colony for the travelling salesman problem; International Journal of Computational Intelligence and Applications
The accumulated experience ant colony for the travelling salesman problem; Inaugural Workshop on Artificial Life (AL 01)
The effects of different kinds of move in differential evolution searches; 4th Australian Conference on Artificial Life 2009
Towards the effective use of multiple displays in teaching and learning environments; 26th Australian Computer-Human Interaction Conference (OzCHI 2014)

Research Projects

Sense-T Stage 2: Viticulture

Research Candidate Supervision