Paul J. Darwen

Publication Activity (10 Years)

Years Active: 1994-2023
Publications (10 Years): 5

Top Topics

Model Averaging

Top Venues

Int. J. Syst. Sci.

Publications

Paul J. Darwen
Direction of the Difference Between Bayesian Model Averaging and the Best-Fit Model on Scarce-Data Low-Correlation Churn Prediction. ACIIDS (1) (2023)
Paul J. Darwen
Bayesian model averaging for river flow prediction. Appl. Intell. 49 (1) (2019)
Paul J. Darwen
Cost-Effective Prediction in Medicine and Marketing: Only the Difference Between Bayesian Model Averaging and the Single Best-Fit Model. ICTAI (2019)
Paul J. Darwen
The Varying Success of Bayesian Model Averaging: An Empirical Study of Flood Prediction. SSCI (2018)
Paul J. Darwen
Bayesian Model Averaging for Streamflow Prediction of Intermittent Rivers. IEA/AIE (2) (2017)
Paul J. Darwen
Two levels of Bayesian model averaging for optimal control of stochastic systems. Int. J. Syst. Sci. 44 (2) (2013)
Paul J. Darwen
Dam Management with Imperfect Models: Bayesian Model Averaging with and Neural Network Control. ICIC (3) (2012)
Stephen M. Long, Tran Trung Tran, Peter Adams, Paul J. Darwen, Mark L. Smythe
Conformational searching using a population-based incremental learning algorithm. J. Comput. Chem. 32 (8) (2011)
Paul J. Darwen
The long tail in Bayesian optimal control in uncertain environments. NaBIC (2010)
Paul J. Darwen
Evolving a Schedule with Batching, Precedence Constraints, and Sequence-Dependent Setup Times: Crossover Needs Building Blocks. IEA/AIE (2002)
Paul J. Darwen
Search landscape of a realistic single-machine scheduling task: peaks with big differences. IEEE Congress on Evolutionary Computation (2002)
Paul J. Darwen, Xin Yao
Co-Evolution in Iterated Prisoner's Dilemma with Intermediate Levels of Cooperation: Application to Missile Defense. Int. J. Comput. Intell. Appl. 2 (1) (2002)
Paul J. Darwen
Why co-evolution beats temporal difference learning at Backgammon for a linear architecture, but not a non-linear architecture. CEC (2001)
Paul J. Darwen, Xin Yao
Why more choices cause less cooperation in iterated prisoner's dilemma. CEC (2001)
Paul J. Darwen
Computationally intensive and noisy tasks: co-evolutionary learning and temporal difference learning on Backgammon. CEC (2000)
Paul J. Darwen, Jordan B. Pollack
Co-evolutionary learning on noisy tasks. CEC (1999)
Paul J. Darwen
Unobtrusive Workstation Farming Without Inconveniencing Owners: Learning Backgammon with a Genetic Algorithm. IWCC (1999)
Paul J. Darwen, Xin Yao
Speciation as automatic categorical modularization. IEEE Trans. Evol. Comput. 1 (2) (1997)
Paul J. Darwen, Xin Yao
Automatic Modularization by Speciation. International Conference on Evolutionary Computation (1996)
Paul J. Darwen, Xin Yao
Every Niching Method has its Niche: Fitness Sharing and Implicit Sharing Compared. PPSN (1996)
Xin Yao, Paul J. Darwen
An Experimental Study of N-Person Iterated Prisoner's Dilemma Games. Evo Workshops (1994)
Paul J. Darwen, Xin Yao
On Evolving Robust Strategies for Iterated Prisoner's Dilemma. Evo Workshops (1994)
Xin Yao, Paul J. Darwen
An Experimental Study of N-Person Iterated Prisoner's Dilemma Games. Informatica (Slovenia) 18 (4) (1994)