Paul J. Darwen

According to our database, Paul J. Darwen authored at least 22 papers between 1994 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2023

Direction of the Difference Between Bayesian Model Averaging and the Best-Fit Model on Scarce-Data Low-Correlation Churn Prediction.

Paul J. Darwen

Proceedings of the Intelligent Information and Database Systems - 15th Asian Conference, 2023

2019

Bayesian model averaging for river flow prediction.

Paul J. Darwen

Appl. Intell., 2019

Cost-Effective Prediction in Medicine and Marketing: Only the Difference Between Bayesian Model Averaging and the Single Best-Fit Model.

Paul J. Darwen

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

2018

The Varying Success of Bayesian Model Averaging: An Empirical Study of Flood Prediction.

Paul J. Darwen

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

2017

Bayesian Model Averaging for Streamflow Prediction of Intermittent Rivers.

Paul J. Darwen

Proceedings of the Advances in Artificial Intelligence: From Theory to Practice, 2017

2013

Two levels of Bayesian model averaging for optimal control of stochastic systems.

Paul J. Darwen

Int. J. Syst. Sci., 2013

2012

Dam Management with Imperfect Models: Bayesian Model Averaging with and Neural Network Control.

Paul J. Darwen

Proceedings of the Emerging Intelligent Computing Technology and Applications, 2012

2011

Conformational searching using a population-based incremental learning algorithm.

Stephen M. Long, Tran Trung Tran, Peter Adams, Paul J. Darwen, Mark L. Smythe

J. Comput. Chem., 2011

2010

The long tail in Bayesian optimal control in uncertain environments.

Paul J. Darwen

Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010

2002

Co-Evolution in Iterated Prisoner's Dilemma with Intermediate Levels of Cooperation: Application to Missile Defense.

Paul J. Darwen, Xin Yao

Int. J. Comput. Intell. Appl., 2002

Evolving a Schedule with Batching, Precedence Constraints, and Sequence-Dependent Setup Times: Crossover Needs Building Blocks.

Paul J. Darwen

Proceedings of the Developments in Applied Artificial Intelligence, 2002

Search landscape of a realistic single-machine scheduling task: peaks with big differences.

Paul J. Darwen

Proceedings of the 2002 Congress on Evolutionary Computation, 2002

2001

Why more choices cause less cooperation in iterated prisoner's dilemma.

Paul J. Darwen, Xin Yao

Proceedings of the 2001 Congress on Evolutionary Computation, 2001

Why co-evolution beats temporal difference learning at Backgammon for a linear architecture, but not a non-linear architecture.

Paul J. Darwen

Proceedings of the 2001 Congress on Evolutionary Computation, 2001

2000

Computationally intensive and noisy tasks: co-evolutionary learning and temporal difference learning on Backgammon.

Paul J. Darwen

Proceedings of the 2000 Congress on Evolutionary Computation, 2000

1999

Unobtrusive Workstation Farming Without Inconveniencing Owners: Learning Backgammon with a Genetic Algorithm.

Paul J. Darwen

Proceedings of the International Workshop on Cluster Computing (IWCC '99), 1999

Co-evolutionary learning on noisy tasks.

Paul J. Darwen, Jordan B. Pollack

Proceedings of the 1999 Congress on Evolutionary Computation, 1999

1997

Speciation as automatic categorical modularization.

Paul J. Darwen, Xin Yao

IEEE Trans. Evol. Comput., 1997

1996

Every Niching Method has its Niche: Fitness Sharing and Implicit Sharing Compared.

Paul J. Darwen, Xin Yao

Proceedings of the Parallel Problem Solving from Nature, 1996

Automatic Modularization by Speciation.

Paul J. Darwen, Xin Yao

Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996

1994

An Experimental Study of N-Person Iterated Prisoner's Dilemma Games.

Xin Yao, Paul J. Darwen

Informatica (Slovenia), 1994

On Evolving Robust Strategies for Iterated Prisoner's Dilemma.

Paul J. Darwen, Xin Yao

Proceedings of the Process in Evolutionary Computation, 1994