Frédéric Dandurand
Software engineer for enterprise and research applications
Publications
More



Papers, posters, presentation slides, and other documents are posted on this site as an efficient way to distribute reprints. The respective authors and publishers of these works retain all of the copyrights to this material. Anyone copying, downloading, bookmarking, or printing any of these materials agrees to comply with all of the copyright terms. Other than having an electronic or printed copy for fair personal use, none of these works may be reposted, reprinted, or redistributed without the explicit permission of the relevant copyright holders.

Research Areas

  • Machine learning (reinforcement, unsupervised and supervised)
  • Computational modeling of cognitive processes (problem solving and language)
  • Quantitative and experimental methods (detecting reliable maxima and spurts in noisy data, web-based experiments)

Selected Publications


For a complete list of publications (journal articles, conference papers, talks, seminar presentations and posters), select the appropriate menu item on the left.

M
a
c
h
i
n
e

l
e
a
r
n
i
n
g
C
o
m
p
u
t
a
t
i
o
n
a
l

M
o
d
e
l
i
n
g
M
e
t
h
o
d
s
P
r
o
b
l
e
m

S
o
l
v
i
n
g
L
a
n
g
u
a
g
e
Reference
X X X Dandurand, F., & Shultz, T. R. (2014). A comprehensive model of development on the balance-scale Task. Cognitive Systems Research, 31-32, 1-25.
X X X Dandurand, F., Grainger, J., & Hannagan, T. (2013). Computational models of location-invariant orthographic processing. Connection Science, 25 (1), 1-26.
X X X Dandurand, F., Shultz, T. R., & Rey, A. (2012). Including cognitive biases and distance-based rewards in a connectionist model of complex problem solving. Neural Networks, 25, 41-56.
X X Dandurand, F., Grainger, J., Duñabeitia, J. A., & Granier, J.-P. (2011). On coding non-contiguous letter combinations. Frontiers in Psychology, 2(136), 1-12. doi:10.3389/fpsyg.2011.00136
X Dandurand, F., & Shultz, T. R. (2010). Automatic detection and quantification of growth spurts. Behavior Research Methods, 42(3), 809-823.
Automatic Maxima Detection (AMD) code for Matlab
X X X Hannagan, T., Dandurand, F., & Grainger, J. (2011). Broken symmetries in a location invariant word recognition network. Neural Computation, 23(1), 251-283.
X X X Dandurand, F., Grainger, J., & Dufau, S. (2010). Learning location invariant orthographic representations for printed words. Connection Science, 22(1), 25-42.
X X X Dandurand, F., & Shultz, T. R. (2009). Connectionist models of reinforcement, imitation, and instruction in learning to solve complex problems. IEEE Transactions on Autonomous Mental Development, 1(2), 110 - 121.
X X Dandurand, F., Shultz, T. R., & Onishi, K. H. (2008). Comparing online and lab methods in a problem-solving experiment. Behavior Research Methods, 40(2), 428-434.
Play version of the task described in the paper available at: http://lnsclab.org/members/Frederic.Dandurand/code/GizmoTask/
X X Dandurand, F., Berthiaume, V., & Shultz, T. R. (2007). A systematic comparison of flat and standard cascade-correlation using a student-teacher network approximation task. Connection Science, 19(3), 223-244.
X Dandurand F., & Lowther D. A. (1999). Electromagnetic device performance identification using knowledge based neural networks. IEEE Transactions on Magnetics, 35(3), 1817-1820.