Christopher J. Lokan

According to our database1, Christopher J. Lokan
  • authored at least 73 papers between 1991 and 2017.
  • has a "Dijkstra number"2 of five.

Timeline

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Bibliography

2017
Contrasting Human and Computational Intelligence Based Autonomous Behaviors in a Blue-Red Simulation Environment.
IEEE Trans. Emerging Topics in Comput. Intellig., 2017

Investigating the use of moving windows to improve software effort prediction: a replicated study.
Empirical Software Engineering, 2017

On Taxonomy and Evaluation of Feature Selection-Based Learning Classifier System Ensemble Approaches for Data Mining Problems.
Computational Intelligence, 2017

A Virtual Study of Moving Windows for Software Effort Estimation Using Finnish Datasets.
Proceedings of the Product-Focused Software Process Improvement, 2017

Effort and Cost in Software Engineering: A Comparison of Two Industrial Data Sets.
Proceedings of the 21st International Conference on Evaluation and Assessment in Software Engineering, 2017

2016
The usage of ISBSG data fields in software effort estimation: A systematic mapping study.
Journal of Systems and Software, 2016

Evaluation of Moving Window Policies with CART.
Proceedings of the 7th International Workshop on Empirical Software Engineering in Practice, 2016

Towards Better Selection Between Moving Windows and Growing Portfolio.
Proceedings of the Product-Focused Software Process Improvement, 2016

On Applicability of Fixed-Size Moving Windows for ANN-Based Effort Estimation.
Proceedings of the 2016 Joint Conference of the International Workshop on Software Measurement and the International Conference on Software Process and Product Measurement, 2016

A replication study on the effects of weighted moving windows for software effort estimation.
Proceedings of the 20th International Conference on Evaluation and Assessment in Software Engineering, 2016

2015
On the effectiveness of weighted moving windows: Experiment on linear regression based software effort estimation.
Journal of Software: Evolution and Process, 2015

A Replication of Comparative Study of Moving Windows on Linear Regression and Estimation by Analogy.
Proceedings of the 11th International Conference on Predictive Models and Data Analytics in Software Engineering, 2015

The Effects of Duration-Based Moving Windows with Estimation by Analogy.
Proceedings of the Software Measurement, 2015

2014
Investigating the use of duration-based moving windows to improve software effort prediction: A replicated study.
Information & Software Technology, 2014

Dynamic stopping criteria for search-based test data generation for path testing.
Information & Software Technology, 2014

The Effects of Gradual Weighting on Duration-Based Moving Windows for Software Effort Estimation.
Proceedings of the Product-Focused Software Process Improvement, 2014

The Effect of Moving Windows on Software Effort Estimation: Comparative Study with CART.
Proceedings of the 6th International Workshop on Empirical Software Engineering in Practice, 2014

An online evolutionary rule learning algorithm with incremental attribute discretization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
Performance analysis of rough set ensemble of learning classifier systems with differential evolution based rule discovery.
Evolutionary Intelligence, 2013

An agent-based model to simulate and analyse behaviour under noisy and deceptive information.
Adaptive Behaviour, 2013

Investigating Differential Evolution based rule discovery in learning classifier systems.
Proceedings of the 2013 IEEE Symposium on Differential Evolution, 2013

The Evaluation of Weighted Moving Windows for Software Effort Estimation.
Proceedings of the Product-Focused Software Process Improvement, 2013

How to treat timing information for software effort estimation?
Proceedings of the International Conference on Software and System Process, 2013

REUCS-CRG: reduct based ensemble of sUpervised classifier system with combinatorial rule generation for data mining.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Real time prediction of worst case air traffic sector collision risk using evolutionary optimization.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Vehicles and Transportation Systems, 2013

Reduct based ensemble of learning classifier system for real-valued classification problems.
Proceedings of the IEEE Symposium on Computational Intelligence and Ensemble Learning, 2013

Calibrating Productivity Drivers for Software Customisation Projects.
Proceedings of the 20th Asia-Pacific Software Engineering Conference, 2013

2012
Handling equality constraints in evolutionary optimization.
European Journal of Operational Research, 2012

Neuro-Evolution of Escape Behaviour under High Level of Deception and Noise.
Proceedings of the Robot Intelligence Technology and Applications 2012, 2012

The Effects of Moving Windows to Software Estimation: Comparative Study on Linear Regression and Estimation by Analogy.
Proceedings of the 2012 Joint Conference of the 22nd International Workshop on Software Measurement and the 2012 Seventh International Conference on Software Process and Product Measurement, 2012

A multi-objective evolutionary method for Dynamic Airspace Re-sectorization using sectors clipping and similarities.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

What can make an airspace unsafe? characterizing collision risk using multi-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Investigating the Use of Duration-Based Moving Windows to Improve Software Effort Prediction.
Proceedings of the 19th Asia-Pacific Software Engineering Conference, 2012

2011
Handling equality constraints with agent-based memetic algorithms.
Memetic Computing, 2011

2010
Adversarial learning: the impact of statistical sample selection techniques on neural ensembles.
Evolving Systems, 2010

Aviation emission inventory development and analysis.
Environmental Modelling and Software, 2010

Robustness of neural ensembles against targeted and random Adversarial Learning.
Proceedings of the FUZZ-IEEE 2010, 2010

A Pittsburgh Multi-Objective Classifier for user preferred trajectories and flight navigation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Adversarial Evolution: Phase transition in non-uniform hard satisfiability problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
A Self-Organized, Distributed, and Adaptive Rule-Based Induction System.
IEEE Trans. Neural Networks, 2009

AMA: a new approach for solving constrained real-valued optimization problems.
Soft Comput., 2009

Investigating the use of chronological split for software effort estimation.
IET Software, 2009

A Data Mining Approach for Detection of Self-Propagating Worms.
Proceedings of the Third International Conference on Network and System Security, 2009

Modelling and evolutionary multi-objective evaluation of interdependencies and work processes in airport operations.
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation, 2009

Applying moving windows to software effort estimation.
Proceedings of the Third International Symposium on Empirical Software Engineering and Measurement, 2009

Investigating the Use of Chronological Splitting to Compare Software Cross-company and Single-company Effort Predictions: A Replicated Study.
Proceedings of the 13th International Conference on Evaluation and Assessment in Software Engineering, 2009

An Agent-based Memetic Algorithm (AMA) for nonlinear optimization with equality constraints.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

The effect of symmetry in representation on scenario-based risk assessment for air-traffic conflict resolution strategies.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Using Chronological Splitting to Compare Cross- and Single-company Effort Models: Further Investigation.
Proceedings of the Computer Science 2009, 2009

2008
Distributed Learning Classifier Systems.
Proceedings of the Learning Classifier Systems in Data Mining, 2008

Neural-Based Learning Classifier Systems.
IEEE Trans. Knowl. Data Eng., 2008

Replicating studies on cross- vs single-company effort models using the ISBSG Database.
Empirical Software Engineering, 2008

Investigating the Use of Chronological Splitting to Compare Software Cross-company and Single-company Effort Predictions.
Proceedings of the 12th International Conference on Evaluation and Assessment in Software Engineering, 2008

An Evaluation of API Calls Hooking Performance.
Proceedings of the 2008 International Conference on Computational Intelligence and Security, 2008

2007
Evolutionary Online Data Mining: An Investigation in a Dynamic Environment.
Proceedings of the Evolutionary Computation in Dynamic and Uncertain Environments, 2007

An agent-based memetic algorithm (AMA) for solving constrained optimazation problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006
Cross-company and single-company effort models using the ISBSG database: a further replicated study.
Proceedings of the 2006 International Symposium on Empirical Software Engineering (ISESE 2006), 2006

2005
Function Points.
Advances in Computers, 2005

A Replicated Comparison of Cross-Company and Within-Company Effort Estimation Models Using the ISBSG Database.
Proceedings of the 11th IEEE International Symposium on Software Metrics (METRICS 2005), 2005

What Should You Optimize When Building an Estimation Model?.
Proceedings of the 11th IEEE International Symposium on Software Metrics (METRICS 2005), 2005

Be real! XCS with continuous-valued inputs.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

DXCS: an XCS system for distributed data mining.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

The performance of the DXCS system on continuous-valued inputs in stationary and dynamic environments.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2003
Object-Oriented Function Points: An Empirical Validation.
Empirical Software Engineering, 2003

2001
Organizational Benchmarking Using the ISBSG Data Repository.
IEEE Software, 2001

2000
An empirical analysis of function point adjustment factors.
Information & Software Technology, 2000

1999
A Function Point-Like Measure for Object-Oriented Software.
Empirical Software Engineering, 1999

An Empirical Study of the Correlations Between Function Point Elements.
Proceedings of the 6th IEEE International Software Metrics Symposium (METRICS 1999), 1999

1998
Definition and Experimental Evaluation of Function Points for Object-Oriented Systems.
Proceedings of the 5th IEEE International Software Metrics Symposium (METRICS 1998), 1998

1996
Early Size Prediction for C and Pascal Programs.
Journal of Systems and Software, 1996

1994
Size Estimation for C Programs with Different Applications.
Proceedings of the Software Quality and Productivity: Theory, 1994

1993
The Cleanroom Process for Software Development.
Australian Computer Journal, 1993

1991
The design and applications of smart cards.
Australian Computer Journal, 1991


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