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ORCIDChristopher J. Lokan
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- affiliation: University of New South Wales, Australia
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2020 – today
- 2020
[c47]Viet Van Pham, Chris Lokan, Kathryn Kasmarik:
A Better Set of Object-Oriented Design Metrics for Within-Project Defect Prediction. EASE 2020: 230-239
2010 – 2019
- 2017
- [j26]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): 554-578 (2017) - [j25]Chris Lokan, Emilia Mendes:
Investigating the use of moving windows to improve software effort prediction: a replicated study. Empir. Softw. Eng. 22(2): 716-767 (2017) - [j24]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): 27-40 (2017) - [c46]Sousuke Amasaki, Chris Lokan:
An Evaluation of Selection Methods for Time-Aware Effort Estimation. APSEC 2017: 624-629 - [c45]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: 51-60 - [c44]Sousuke Amasaki, Chris Lokan:
A Virtual Study of Moving Windows for Software Effort Estimation Using Finnish Datasets. PROFES 2017: 71-79 - 2016
- [j23]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: 188-215 (2016) - [c43]Sousuke Amasaki, Chris Lokan:
A replication study on the effects of weighted moving windows for software effort estimation. EASE 2016: 40:1-40:9 - [c42]Sousuke Amasaki, Chris Lokan:
On Applicability of Fixed-Size Moving Windows for ANN-Based Effort Estimation. IWSM-Mensura 2016: 213-218 - [c41]Sousuke Amasaki, Chris Lokan:
Towards Better Selection Between Moving Windows and Growing Portfolio. PROFES 2016: 627-630 - [c40]Sousuke Amasaki, Chris Lokan:
Evaluation of Moving Window Policies with CART. IWESEP@SANER 2016: 24-29 - 2015
- [j22]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): 488-507 (2015) - [c39]Sousuke Amasaki, Chris Lokan:
The Effects of Duration-Based Moving Windows with Estimation by Analogy. IWSM/Mensura 2015: 14-29 - [c38]Sousuke Amasaki, Chris Lokan:
A Replication of Comparative Study of Moving Windows on Linear Regression and Estimation by Analogy. PROMISE 2015: 6:1-6:10 - 2014
- [j21]Irman Hermadi, Chris Lokan, Ruhul A. Sarker:
Dynamic stopping criteria for search-based test data generation for path testing. Inf. Softw. Technol. 56(4): 395-407 (2014) - [j20]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): 1063-1075 (2014) - [c37]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: 1116-1123 - [c36]Sousuke Amasaki, Chris Lokan:
The Effect of Moving Windows on Software Effort Estimation: Comparative Study with CART. IWESEP 2014: 1-6 - [c35]Sousuke Amasaki, Chris Lokan:
The Effects of Gradual Weighting on Duration-Based Moving Windows for Software Effort Estimation. PROFES 2014: 63-77 - 2013
- [j19]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): 96-117 (2013) - [j18]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): 109-126 (2013) - [c34]Md. Mahmudul Hasan, Chris Lokan:
Calibrating Productivity Drivers for Software Customisation Projects. APSEC (2) 2013: 43-48 - [c33]Essam Soliman Debie, Kamran Shafi, Chris Lokan, Kathryn E. Merrick:
Reduct based ensemble of learning classifier system for real-valued classification problems. CIEL 2013: 66-73 - [c32]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: 72-79 - [c31]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: 1251-1258 - [c30]Masateru Tsunoda, Sousuke Amasaki, Chris Lokan:
How to treat timing information for software effort estimation? ICSSP 2013: 10-19 - [c29]Sousuke Amasaki, Chris Lokan:
The Evaluation of Weighted Moving Windows for Software Effort Estimation. PROFES 2013: 214-228 - [c28]Essam Soliman Debie, Kamran Shafi, Chris Lokan, Kathryn E. Merrick:
Investigating Differential Evolution based rule discovery in learning classifier systems. SDE 2013: 77-84 - 2012
- [j17]Abu S. S. M. Barkat Ullah, Ruhul A. Sarker, Chris Lokan:
Handling equality constraints in evolutionary optimization. Eur. J. Oper. Res. 221(3): 480-490 (2012) - [c27]Chris Lokan, Emilia Mendes:
Investigating the Use of Duration-Based Moving Windows to Improve Software Effort Prediction. APSEC 2012: 818-827 - [c26]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: 1-8 - [c25]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: 1-8 - [c24]Sousuke Amasaki, Chris Lokan:
The Effects of Moving Windows to Software Estimation: Comparative Study on Linear Regression and Estimation by Analogy. IWSM/Mensura 2012: 23-32 - [c23]Shir Li Wang, Kamran Shafi, Chris Lokan, Hussein A. Abbass:
Neuro-Evolution of Escape Behaviour under High Level of Deception and Noise. RiTA 2012: 671-681 - 2011
- [j16]Abu S. S. M. Barkat Ullah, Ruhul A. Sarker, Chris Lokan:
Handling equality constraints with agent-based memetic algorithms. Memetic Comput. 3(1): 51-72 (2011) - 2010
- [j15]Viet Van Pham, Jiangjun Tang, Sameer Alam, Chris Lokan, Hussein A. Abbass:
Aviation emission inventory development and analysis. Environ. Model. Softw. 25(12): 1738-1753 (2010) - [j14]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): 181-197 (2010) - [c22]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: 1-8 - [c21]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: 1-8 - [c20]Shir Li Wang, Kamran Shafi, Chris Lokan, Hussein A. Abbass:
Robustness of neural ensembles against targeted and random Adversarial Learning. FUZZ-IEEE 2010: 1-8
2000 – 2009
- 2009
- [j13]Chris Lokan, Emilia Mendes:
Investigating the use of chronological split for software effort estimation. IET Softw. 3(5): 422-434 (2009) - [j12]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): 741-762 (2009) - [j11]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): 446-459 (2009) - [c19]Chris Lokan, Emilia Mendes:
Using Chronological Splitting to Compare Cross- and Single-company Effort Models: Further Investigation. ACSC 2009: 35-42 - [c18]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: 70-77 - [c17]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: 2180-2187 - [c16]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 - [c15]Chris Lokan, Emilia Mendes:
Applying moving windows to software effort estimation. ESEM 2009: 111-122 - [c14]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: 977-984 - [c13]Mohd Fadzli Marhusin, Chris Lokan, Henry Larkin, David Cornforth:
A Data Mining Approach for Detection of Self-Propagating Worms. NSS 2009: 24-29 - 2008
- [j10]Emilia Mendes, Chris Lokan:
Replicating studies on cross- vs single-company effort models using the ISBSG Database. Empir. Softw. Eng. 13(1): 3-37 (2008) - [j9]Hai Huong Dam, Hussein A. Abbass, Chris Lokan, Xin Yao:
Neural-Based Learning Classifier Systems. IEEE Trans. Knowl. Data Eng. 20(1): 26-39 (2008) - [c12]Mohd Fadzli Marhusin, Henry Larkin, Chris Lokan, David Cornforth:
An Evaluation of API Calls Hooking Performance. CIS (1) 2008: 315-319 - [c11]Chris Lokan, Emilia Mendes:
Investigating the Use of Chronological Splitting to Compare Software Cross-company and Single-company Effort Predictions. EASE 2008 - [p2]Hai Huong Dam, Pornthep Rojanavasu, Hussein A. Abbass, Chris Lokan:
Distributed Learning Classifier Systems. Learning Classifier Systems in Data Mining 2008: 69-91 - 2007
- [c10]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: 999-1006 - [p1]Hai Huong Dam, Chris Lokan, Hussein A. Abbass:
Evolutionary Online Data Mining: An Investigation in a Dynamic Environment. Evolutionary Computation in Dynamic and Uncertain Environments 2007: 153-178 - 2006
- [c9]Chris Lokan, Emilia Mendes:
Cross-company and single-company effort models using the ISBSG database: a further replicated study. ISESE 2006: 75-84 - 2005
- [j8]Christopher J. Lokan:
Function Points. Adv. Comput. 65: 298-349 (2005) - [c8]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: 618-625 - [c7]Hai Huong Dam, Hussein A. Abbass, Chris Lokan:
Be real! XCS with continuous-valued inputs. GECCO Workshops 2005: 85-87 - [c6]Hai Huong Dam, Hussein A. Abbass, Chris Lokan:
DXCS: an XCS system for distributed data mining. GECCO 2005: 1883-1890 - [c5]Chris Lokan:
What Should You Optimize When Building an Estimation Model?. IEEE METRICS 2005: 34 - [c4]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: 36 - 2003
- [j7]Giuliano Antoniol, Roberto Fiutem, Christopher J. Lokan:
Object-Oriented Function Points: An Empirical Validation. Empir. Softw. Eng. 8(3): 225-254 (2003) - 2001
- [j6]Christopher J. Lokan, Terry Wright, Peter R. Hill, Michael Stringer:
Organizational Benchmarking Using the ISBSG Data Repository. IEEE Softw. 18(5): 26-32 (2001) - 2000
- [j5]Christopher J. Lokan:
An empirical analysis of function point adjustment factors. Inf. Softw. Technol. 42(9): 649-659 (2000)
1990 – 1999
- 1999
- [j4]Giuliano Antoniol, Christopher J. Lokan, Gianluigi Caldiera, Roberto Fiutem:
A Function Point-Like Measure for Object-Oriented Software. Empir. Softw. Eng. 4(3): 263-287 (1999) - [c3]Christopher J. Lokan:
An Empirical Study of the Correlations Between Function Point Elements. IEEE METRICS 1999: 200-206 - 1998
- [c2]Gianluigi Caldiera, Giuliano Antoniol, Roberto Fiutem, Christopher J. Lokan:
Definition and Experimental Evaluation of Function Points for Object-Oriented Systems. IEEE METRICS 1998: 167- - 1996
- [j3]Christopher J. Lokan:
Early Size Prediction for C and Pascal Programs. J. Syst. Softw. 32(1): 65-72 (1996) - 1994
- [c1]Christopher J. Lokan:
Size Estimation for C Programs with Different Applications. Software Quality and Productivity 1994: 308-313 - 1993
- [j2]Christopher J. Lokan:
The Cleanroom Process for Software Development. Aust. Comput. J. 25(4): 129-134 (1993) - 1991
- [j1]Christopher J. Lokan:
The design and applications of smart cards. Aust. Comput. J. 23(4): 158-164 (1991)
Coauthor Index
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