David J. T. Sumpter

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 10

Top Topics

Collective Decision Making

Machine Learning

Neural Mechanisms

Top Venues

Top. Cogn. Sci.

J. Artif. Soc. Soc. Simul.

Publications

Linnéa Gyllingberg, Yu Tian, David J. T. Sumpter
A minimal model of cognition based on oscillatory and reinforcement processes. CoRR (2024)
David J. T. Sumpter
Precision at the indistinguishability threshold: a method for evaluating classification algorithms. CoRR (2023)
Linnéa Gyllingberg, Abeba Birhane, David J. T. Sumpter
The Lost Art of Mathematical Modelling. CoRR (2023)
Abeba Birhane, David J. T. Sumpter
The Games We Play: Critical Complexity Improves Machine Learning. HHAI (2022)
Abeba Birhane, David J. T. Sumpter
The games we play: critical complexity improves machine learning. CoRR (2022)
Viktoria Spaiser, David J. T. Sumpter
Revising the Human Development Sequence Theory Using an Agent-Based Approach and Data. J. Artif. Soc. Soc. Simul. 19 (3) (2016)
Milena Tsvetkova, Olof Nilsson, Camilla Öhman, Lovisa Sumpter, David J. T. Sumpter
An experimental study of segregation mechanisms. EPJ Data Sci. 5 (1) (2016)
Shyam Ranganathan, Stamatios C. Nicolis, Viktoria Spaiser, David J. T. Sumpter
Understanding Democracy and Development Traps Using a Data-Driven Approach. Big Data 3 (1) (2015)
Boris Granovskiy, Jason M. Gold, David J. T. Sumpter, Robert L. Goldstone
Integration of Social Information by Human Groups. Top. Cogn. Sci. 7 (3) (2015)
Milena Tsvetkova, Olof Nilsson, Camilla Öhman, Lovisa Sumpter, David J. T. Sumpter
An Experimental Study of Segregation Mechanisms. CoRR (2015)
Natalia Zabzina, Audrey Dussutour, Richard P. Mann, David J. T. Sumpter, Stamatios C. Nicolis
Symmetry Restoring Bifurcation in Collective Decision-Making. PLoS Comput. Biol. 10 (12) (2014)
Richard P. Mann, Andrea Perna, Daniel Strömbom, Roman Garnett, James E. Herbert-Read, David J. T. Sumpter, Ashley J. W. Ward
Multi-scale Inference of Interaction Rules in Animal Groups Using Bayesian Model Selection. PLoS Comput. Biol. 9 (3) (2013)
Shyam Ranganathan, Viktoria Spaiser, David J. T. Sumpter
A Bayesian Approach to Modeling Dynamical Systems in the Social Sciences. SIMULTECH (2013)
Andrea Perna, Boris Granovskiy, Simon Garnier, Stamatios C. Nicolis, Marjorie Labédan, Guy Theraulaz, Vincent Fourcassié, David J. T. Sumpter
). PLoS Comput. Biol. 8 (7) (2012)
Richard P. Mann, Andrea Perna, Daniel Strömbom, Roman Garnett, James E. Herbert-Read, David J. T. Sumpter, Ashley J. W. Ward
Multi-scale Inference of Interaction Rules in Animal Groups Using Bayesian Model Selection. PLoS Comput. Biol. 8 (1) (2012)
Stamatios C. Nicolis, David J. T. Sumpter
A Dynamical Approach to Stock Market fluctuations. Int. J. Bifurc. Chaos 21 (12) (2011)
David J. T. Sumpter, Jérôme Buhl, Dora Biro, Iain D. Couzin
Information transfer in moving animal groups. Theory Biosci. 127 (2) (2008)
David J. T. Sumpter, David S. Broomhead
Formalising the Link between Worker and Society in Honey Bee Colonies. MABS (1998)