Paul J. Darwen

25 papers A 1B 6C 1Journal 6Unranked 9
YearRankTypeTitle / Venue / Authors
2023 — conf
Direction of the Difference Between Bayesian Model Averaging and the Best-Fit Model on Scarce-Data Low-Correlation Churn Prediction.
ACIIDS (1)
Paul J. Darwen
2019 J jnl
Bayesian model averaging for river flow prediction.
Appl. Intell.
Paul J. Darwen
2019 B conf
Cost-Effective Prediction in Medicine and Marketing: Only the Difference Between Bayesian Model Averaging and the Single Best-Fit Model.
ICTAI
Paul J. Darwen
2018 — conf
The Varying Success of Bayesian Model Averaging: An Empirical Study of Flood Prediction.
SSCI
Paul J. Darwen
2017 — conf
Bayesian Model Averaging for Streamflow Prediction of Intermittent Rivers.
IEA/AIE (2)
Paul J. Darwen
2013 J jnl
Two levels of Bayesian model averaging for optimal control of stochastic systems.
Int. J. Syst. Sci.
Paul J. Darwen
2012 — conf
Dam Management with Imperfect Models: Bayesian Model Averaging with and Neural Network Control.
ICIC (3)
Paul J. Darwen
2011 J jnl
Conformational searching using a population-based incremental learning algorithm.
J. Comput. Chem.
Stephen M. Long, Tran Trung Tran, Peter Adams, Paul J. Darwen, Mark L. Smythe
2010 — conf
The long tail in Bayesian optimal control in uncertain environments.
NaBIC
Paul J. Darwen
2004 — ed.
Genetic and Evolutionary Computation - GECCO 2004, Genetic and Evolutionary Computation Conference, Seattle, WA, USA, June 26-30, 2004, Proceedings, Part I
GECCO (1)
Kalyanmoy Deb, Riccardo Poli, Wolfgang Banzhaf, Hans-Georg Beyer, Edmund K. Burke, Paul J. Darwen, Dipankar Dasgupta, Dario Floreano, James A. Foster, Mark Harman, Owen Holland, Pier Luca Lanzi, Lee Spector, Andrea Tettamanzi, Dirk Thierens, Andrew M. Tyrrell
2004 — ed.
Genetic and Evolutionary Computation - GECCO 2004, Genetic and Evolutionary Computation Conference, Seattle, WA, USA, June 26-30, 2004, Proceedings, Part II
GECCO (2)
Kalyanmoy Deb, Riccardo Poli, Wolfgang Banzhaf, Hans-Georg Beyer, Edmund K. Burke, Paul J. Darwen, Dipankar Dasgupta, Dario Floreano, James A. Foster, Mark Harman, Owen Holland, Pier Luca Lanzi, Lee Spector, Andrea Tettamanzi, Dirk Thierens, Andrew M. Tyrrell
2002 J jnl
Co-Evolution in Iterated Prisoner's Dilemma with Intermediate Levels of Cooperation: Application to Missile Defense.
Int. J. Comput. Intell. Appl.
Paul J. Darwen, Xin Yao
2002 C conf
Evolving a Schedule with Batching, Precedence Constraints, and Sequence-Dependent Setup Times: Crossover Needs Building Blocks.
IEA/AIE
Paul J. Darwen
2002 B conf
Search landscape of a realistic single-machine scheduling task: peaks with big differences.
IEEE Congress on Evolutionary Computation
Paul J. Darwen
2001 B conf
Why co-evolution beats temporal difference learning at Backgammon for a linear architecture, but not a non-linear architecture.
CEC
Paul J. Darwen
2001 B conf
Why more choices cause less cooperation in iterated prisoner's dilemma.
CEC
Paul J. Darwen, Xin Yao
2000 B conf
Computationally intensive and noisy tasks: co-evolutionary learning and temporal difference learning on Backgammon.
CEC
Paul J. Darwen
1999 B conf
Co-evolutionary learning on noisy tasks.
CEC
Paul J. Darwen, Jordan B. Pollack
1999 — conf
Unobtrusive Workstation Farming Without Inconveniencing Owners: Learning Backgammon with a Genetic Algorithm.
IWCC
Paul J. Darwen
1997 J jnl
Speciation as automatic categorical modularization.
IEEE Trans. Evol. Comput.
Paul J. Darwen, Xin Yao
1996 — conf
Automatic Modularization by Speciation.
International Conference on Evolutionary Computation
Paul J. Darwen, Xin Yao
1996 A conf
Every Niching Method has its Niche: Fitness Sharing and Implicit Sharing Compared.
PPSN
Paul J. Darwen, Xin Yao
1994 — conf
An Experimental Study of N-Person Iterated Prisoner's Dilemma Games.
Evo Workshops
Xin Yao, Paul J. Darwen
1994 J jnl
An Experimental Study of N-Person Iterated Prisoner's Dilemma Games.
Informatica (Slovenia)
Xin Yao, Paul J. Darwen
1994 — conf
On Evolving Robust Strategies for Iterated Prisoner's Dilemma.
Evo Workshops
Paul J. Darwen, Xin Yao