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Difference between revisions of "CSSS 2010 Santa Fe-Readings"

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===Liz Bradley===
===Liz Bradley===


[http://www.cs.colorado.edu/~lizb/na/ode-notes.pdf]
*[http://www.cs.colorado.edu/~lizb/na/ode-notes.pdf Numerical Solution of Differential Equations]<br>
[http://www.cs.colorado.edu/~lizb/papers/ida-chapter.pdf]
*[http://www.cs.colorado.edu/~lizb/papers/ida-chapter.pdf Time Series Analysis]
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Here is a link to a page with various background readings -- I'll be talking about some of this material, watch the wiki for days/times
Here is a link to a page with various background readings -- I'll be talking about some of this material, watch the wiki for days/times
* [http://csustan.csustan.edu/~tom/SFI-CSSS/index.html Summer School readings.]
* [http://csustan.csustan.edu/~tom/SFI-CSSS/index.html Summer School readings.]
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===Simon Dedeo===
 
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===Doug Erwin===
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===Duncan Foley===
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===John Harte===
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===Jure Leskovec===
===Jure Leskovec===
1) -- models and link prediction in large social networks
1) -- models and link prediction in large social networks
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[http://cs.stanford.edu/people/jure/pubs/signs-www10.pdf]
[http://cs.stanford.edu/people/jure/pubs/signs-www10.pdf]
[http://cs.stanford.edu/people/jure/pubs/voting-icwsm10.pdf]
[http://cs.stanford.edu/people/jure/pubs/voting-icwsm10.pdf]
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===John Harte===
* [[Media:MaxEntEcology.pdf|Maximum Entropy and the State-Variable Approach to Macroecology]]
* [[Media:Univ_SAR_Ecol_Lett.pdf|Biodiversity Scaling]]
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===Cosma Shalizi===
===Cosma Shalizi===
[http://arxiv.org/abs/cond-mat/9907176]
Adaptation and Self-Organizing Systems<br>
[http://arxiv.org/abs/math.PR/0305160]
* [http://arxiv.org/abs/nlin.AO/0409024 Quantifying Self-Organization with Optimal Predictors]<br>
[http://arxiv.org/abs/nlin.AO/0307015]
* [http://arxiv.org/abs/nlin.AO/0307015 Methods and Techniques of Complex Systems Science: An Overview]<br>
[http://arxiv.org/abs/cs.LG/0406011]
Artificial Intelligence<br>
[http://arxiv.org/abs/nlin.AO/0409024]
* [http://arxiv.org/abs/cs.LG/0406011 Blind Construction of Optimal Nonlinear Recursive Predictors for Discrete Sequences]<br>
[http://arxiv.org/abs/q-bio.NC/0506009]
Cellular Automata and Lattice Gases<br>
[http://arxiv.org/abs/nlin.CG/0508001]
* [http://arxiv.org/abs/nlin.CG/0508001 Automatic Filters for the Detection of Coherent Structure in Spatiotemporal Systems]<br>
[http://arxiv.org/abs/q-bio.NC/0609008]
Statistical/Computational Mechanics<br>
[http://arxiv.org/abs/1001.0036]
* [http://arxiv.org/abs/cond-mat/9907176 Statistical Mechanics/Computational Mechanics: Pattern and Prediction, Structure and Simplicity]<br>
Neurons and Cognition<br>
* [http://arxiv.org/abs/1001.0036 The Computational Structure of Spike Trains]<br>
* [http://arxiv.org/abs/q-bio.NC/0609008 Discovering Functional Communities in Dynamical Networks]<br>
* [http://arxiv.org/abs/q-bio.NC/0506009 Measuring Shared Information and Coordinated Activity in Neuronal Networks]<br>
 
Probability<br>
* [http://arxiv.org/abs/math.PR/0305160 Optimal Nonlinear Prediction of Random Fields on Networks]
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===Doug Erwin===
* [[Media:Davidson_Erwin_113_S74_lsh.pdf|Evolution]]
* [[Media:Erwin_2008_TREE.pdf|Niche Construction & Diversity]]
* [[Media:Erwin_2009_Nature_.pdf|Modeling Biodiversity]]
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===Simon Dedeo===
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===Duncan Foley===
* [[Media:Lec1.pdf| Labor, Capital and Land in the New Economy]]
* [[Media:Albin-FoleyIntro.pdf‎|Economic Complexity and Dynamics in Interactive Systems]]
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Revision as of 18:15, 17 May 2010

CSSS Santa Fe 2010

Please review readings before lectures. Supplemental material may be posted as well.

Liz Bradley


Tom Carter

Here is a link to a page with various background readings -- I'll be talking about some of this material, watch the wiki for days/times


Jure Leskovec

1) -- models and link prediction in large social networks [1] [2] [3]

2) -- tracking information diffusion, finding influencers and detecting disease outbreaks in networks [4] [5] [6] [7] [8]

3) -- models of networks with positive and negative ties [9] [10] [11] [12]


John Harte


Cosma Shalizi

Adaptation and Self-Organizing Systems

Artificial Intelligence

Cellular Automata and Lattice Gases

Statistical/Computational Mechanics

Neurons and Cognition

Probability


Doug Erwin


Simon Dedeo


Duncan Foley