Chris Lokan

Publication Activity (10 Years)

Years Active: 2005-2020
Publications (10 Years): 15

Top Topics

Classifier Systems

Linear Regression

Software Effort

Top Venues

IEEE Congress on Evolutionary Computation

Publications

Viet Van Pham, Chris Lokan, Kathryn Kasmarik
A Better Set of Object-Oriented Design Metrics for Within-Project Defect Prediction. EASE (2020)
Essam Soliman Debie, Kamran Shafi, Kathryn E. Merrick, Chris Lokan
On Taxonomy and Evaluation of Feature Selection-Based Learning Classifier System Ensemble Approaches for Data Mining Problems. Comput. Intell. 33 (3) (2017)
Sousuke Amasaki, Chris Lokan
An Evaluation of Selection Methods for Time-Aware Effort Estimation. APSEC (2017)
Chris Lokan, Emilia Mendes
Investigating the use of moving windows to improve software effort prediction: a replicated study. Empir. Softw. Eng. 22 (2) (2017)
Sousuke Amasaki, Chris Lokan
A Virtual Study of Moving Windows for Software Effort Estimation Using Finnish Datasets. PROFES (2017)
Hennie Huijgens, Arie van Deursen, Leandro L. Minku, Chris Lokan
Effort and Cost in Software Engineering: A Comparison of Two Industrial Data Sets. EASE (2017)
Shir Li Wang, Kamran Shafi, Theam Foo Ng, Chris Lokan, Hussein A. Abbass
Contrasting Human and Computational Intelligence Based Autonomous Behaviors in a Blue-Red Simulation Environment. IEEE Trans. Emerg. Top. Comput. Intell. 1 (1) (2017)
Sousuke Amasaki, Chris Lokan
Towards Better Selection Between Moving Windows and Growing Portfolio. PROFES (2016)
Sousuke Amasaki, Chris Lokan
On Applicability of Fixed-Size Moving Windows for ANN-Based Effort Estimation. IWSM-Mensura (2016)
Sousuke Amasaki, Chris Lokan
A replication study on the effects of weighted moving windows for software effort estimation. EASE (2016)
Sousuke Amasaki, Chris Lokan
Evaluation of Moving Window Policies with CART. IWESEP@SANER (2016)
Fernando González-Ladrón-de-Guevara, Marta Fernández-Diego, Chris Lokan
The usage of ISBSG data fields in software effort estimation: A systematic mapping study. J. Syst. Softw. 113 (2016)
Sousuke Amasaki, Chris Lokan
A Replication of Comparative Study of Moving Windows on Linear Regression and Estimation by Analogy. PROMISE (2015)
Sousuke Amasaki, Chris Lokan
On the effectiveness of weighted moving windows: Experiment on linear regression based software effort estimation. J. Softw. Evol. Process. 27 (7) (2015)
Sousuke Amasaki, Chris Lokan
The Effects of Duration-Based Moving Windows with Estimation by Analogy. IWSM/Mensura (2015)
Essam Soliman Debie, Kamran Shafi, Kathryn E. Merrick, Chris Lokan
An online evolutionary rule learning algorithm with incremental attribute discretization. IEEE Congress on Evolutionary Computation (2014)
Sousuke Amasaki, Chris Lokan
The Effects of Gradual Weighting on Duration-Based Moving Windows for Software Effort Estimation. PROFES (2014)
Irman Hermadi, Chris Lokan, Ruhul A. Sarker
Dynamic stopping criteria for search-based test data generation for path testing. Inf. Softw. Technol. 56 (4) (2014)
Chris Lokan, Emilia Mendes
Investigating the use of duration-based moving windows to improve software effort prediction: A replicated study. Inf. Softw. Technol. 56 (9) (2014)
Sousuke Amasaki, Chris Lokan
The Effect of Moving Windows on Software Effort Estimation: Comparative Study with CART. IWESEP (2014)
Md. Mahmudul Hasan, Chris Lokan
Calibrating Productivity Drivers for Software Customisation Projects. APSEC (2) (2013)
Sousuke Amasaki, Chris Lokan
The Evaluation of Weighted Moving Windows for Software Effort Estimation. PROFES (2013)
Sameer Alam, Md. Murad Hossain, Chris Lokan, Steve Barry, Geoff Aldis, Robert Butcher, Hussein A. Abbass
Real time prediction of worst case air traffic sector collision risk using evolutionary optimization. CIVTS (2013)
Essam Soliman Debie, Kamran Shafi, Chris Lokan, Kathryn E. Merrick
Investigating Differential Evolution based rule discovery in learning classifier systems. SDE (2013)
Masateru Tsunoda, Sousuke Amasaki, Chris Lokan
How to treat timing information for software effort estimation? ICSSP (2013)
Essam Soliman Debie, Kamran Shafi, Chris Lokan
REUCS-CRG: reduct based ensemble of sUpervised classifier system with combinatorial rule generation for data mining. GECCO (Companion) (2013)
Essam Soliman Debie, Kamran Shafi, Chris Lokan, Kathryn E. Merrick
Performance analysis of rough set ensemble of learning classifier systems with differential evolution based rule discovery. Evol. Intell. 6 (2) (2013)
Shir Li Wang, Kamran Shafi, Chris Lokan, Hussein A. Abbass
An agent-based model to simulate and analyse behaviour under noisy and deceptive information. Adapt. Behav. 21 (2) (2013)
Essam Soliman Debie, Kamran Shafi, Chris Lokan, Kathryn E. Merrick
Reduct based ensemble of learning classifier system for real-valued classification problems. CIEL (2013)
Abu S. S. M. Barkat Ullah, Ruhul A. Sarker, Chris Lokan
Handling equality constraints in evolutionary optimization. Eur. J. Oper. Res. 221 (3) (2012)
Sousuke Amasaki, Chris Lokan
The Effects of Moving Windows to Software Estimation: Comparative Study on Linear Regression and Estimation by Analogy. IWSM/Mensura (2012)
Jiangjun Tang, Sameer Alam, Chris Lokan, Hussein A. Abbass
A multi-objective evolutionary method for Dynamic Airspace Re-sectorization using sectors clipping and similarities. IEEE Congress on Evolutionary Computation (2012)
Chris Lokan, Emilia Mendes
Investigating the Use of Duration-Based Moving Windows to Improve Software Effort Prediction. APSEC (2012)
Sameer Alam, Chris Lokan, Hussein A. Abbass
What can make an airspace unsafe? characterizing collision risk using multi-objective optimization. IEEE Congress on Evolutionary Computation (2012)
Shir Li Wang, Kamran Shafi, Chris Lokan, Hussein A. Abbass
Neuro-Evolution of Escape Behaviour under High Level of Deception and Noise. RiTA (2012)
Abu S. S. M. Barkat Ullah, Ruhul A. Sarker, Chris Lokan
Handling equality constraints with agent-based memetic algorithms. Memetic Comput. 3 (1) (2011)
Viet Van Pham, Jiangjun Tang, Sameer Alam, Chris Lokan, Hussein A. Abbass
Aviation emission inventory development and analysis. Environ. Model. Softw. 25 (12) (2010)
Shir Li Wang, Kamran Shafi, Chris Lokan, Hussein A. Abbass
Robustness of neural ensembles against targeted and random Adversarial Learning. FUZZ-IEEE (2010)
Md. Murad Hossain, Hussein A. Abbass, Chris Lokan, Sameer Alam
Adversarial Evolution: Phase transition in non-uniform hard satisfiability problems. IEEE Congress on Evolutionary Computation (2010)
Shir Li Wang, Kamran Shafi, Chris Lokan, Hussein A. Abbass
Adversarial learning: the impact of statistical sample selection techniques on neural ensembles. Evol. Syst. 1 (3) (2010)
Viet Van Pham, Lam Thu Bui, Sameer Alam, Chris Lokan, Hussein A. Abbass
A Pittsburgh Multi-Objective Classifier for user preferred trajectories and flight navigation. IEEE Congress on Evolutionary Computation (2010)
Abu S. S. M. Barkat Ullah, Ruhul A. Sarker, David Cornforth, Chris Lokan
AMA: a new approach for solving constrained real-valued optimization problems. Soft Comput. 13 (8-9) (2009)
Chris Lokan, Emilia Mendes
Investigating the use of chronological split for software effort estimation. IET Softw. 3 (5) (2009)
Mohd Fadzli Marhusin, Chris Lokan, Henry Larkin, David Cornforth
A Data Mining Approach for Detection of Self-Propagating Worms. NSS (2009)
Chris Lokan, Emilia Mendes
Applying moving windows to software effort estimation. ESEM (2009)
Sameer Alam, Jianjang Tang, Hussein A. Abbass, Chris Lokan
The effect of symmetry in representation on scenario-based risk assessment for air-traffic conflict resolution strategies. IEEE Congress on Evolutionary Computation (2009)
Jiangjun Tang, Sameer Alam, Hussein A. Abbass, Chris Lokan
Modelling and evolutionary multi-objective evaluation of interdependencies and work processes in airport operations. GEC Summit (2009)
Pornthep Rojanavasu, Hai Huong Dam, Hussein A. Abbass, Chris Lokan, Ouen Pinngern
A Self-Organized, Distributed, and Adaptive Rule-Based Induction System. IEEE Trans. Neural Networks 20 (3) (2009)
Abu Saleh Shah Muhammad Barkat Ullah, Ruhul A. Sarker, Chris Lokan
An Agent-based Memetic Algorithm (AMA) for nonlinear optimization with equality constraints. IEEE Congress on Evolutionary Computation (2009)
Chris Lokan, Emilia Mendes
Using Chronological Splitting to Compare Cross- and Single-company Effort Models: Further Investigation. ACSC (2009)
Emilia Mendes, Chris Lokan
Investigating the Use of Chronological Splitting to Compare Software Cross-company and Single-company Effort Predictions: A Replicated Study. EASE (2009)
Hai Huong Dam, Hussein A. Abbass, Chris Lokan, Xin Yao
Neural-Based Learning Classifier Systems. IEEE Trans. Knowl. Data Eng. 20 (1) (2008)
Mohd Fadzli Marhusin, Henry Larkin, Chris Lokan, David Cornforth
An Evaluation of API Calls Hooking Performance. CIS (1) (2008)
Chris Lokan, Emilia Mendes
Investigating the Use of Chronological Splitting to Compare Software Cross-company and Single-company Effort Predictions. EASE (2008)
Emilia Mendes, Chris Lokan
Replicating studies on cross- vs single-company effort models using the ISBSG Database. Empir. Softw. Eng. 13 (1) (2008)
Abu S. S. M. Barkat Ullah, Ruhul A. Sarker, David Cornforth, Chris Lokan
An agent-based memetic algorithm (AMA) for solving constrained optimazation problems. IEEE Congress on Evolutionary Computation (2007)
Chris Lokan, Emilia Mendes
Cross-company and single-company effort models using the ISBSG database: a further replicated study. ISESE (2006)
Emilia Mendes, Chris Lokan, Robert Harrison, Chris Triggs
A Replicated Comparison of Cross-Company and Within-Company Effort Estimation Models Using the ISBSG Database. IEEE METRICS (2005)
Hai Huong Dam, Hussein A. Abbass, Chris Lokan
Be real! XCS with continuous-valued inputs. GECCO Workshops (2005)
Hai Huong Dam, Hussein A. Abbass, Chris Lokan
The performance of the DXCS system on continuous-valued inputs in stationary and dynamic environments. Congress on Evolutionary Computation (2005)
Chris Lokan
What Should You Optimize When Building an Estimation Model?. IEEE METRICS (2005)
Hai Huong Dam, Hussein A. Abbass, Chris Lokan
DXCS: an XCS system for distributed data mining. GECCO (2005)