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André E. dos Santos


Ph.D. student in Computer Science studying Artificial Intelligence at the University of Regina. His research interest involves deep learning and probabilistic graphical models, including Bayesian networks, Sum-Product networks, and Darwinian networks.

André E. dos Santos
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Name : André E. dos Santos
Email : dossantos [at] cs [dot] uregina [dot] ca
Phone : +1 (306) 585 6254
Address : University of Regina
3737 Wascana Parkway
Regina, Saskatchewan
Canada S4S 0A2
Office : LB 218

Publications

Papers in Refereed Journals

  • C.J. Butz, A.E. dos Santos, and J.S. Oliveira, On a Simple Method for Testing Independencies in Bayesian Networks, Computational Intelligence, accepted, 2017.
  • C.J. Butz, J.S. Oliveira and A.E. dos Santos, On Darwinian Networks, Computational Intelligence, accepted, 2016.

Refereed Conference Papers

  • A.E. dos Santos, C.J. Butz, and J.S. Oliveira, On Converting Sum-Product Networks into Bayesian Networks, Thirtieth Canadian Conference on Artificial Intelligence (AI), accepted, 2017.
  • J.S. Oliveira, C.J. Butz, and A.E. dos Santos, Resolving Inconsistencies of Scope Interpretations in Sum-Product Networks, Thirtieth Canadian Conference on Artificial Intelligence (AI), accepted, 2017.
  • C.J. Butz, A.E. dos Santos, and J.S. Oliveira, On Finding Relevant Variables in Discrete Bayesian Network Inference, Thirtieth International Florida Artificial Intelligence Research Society Conference (FLAIRS), accepted, 2017.
  • C.J. Butz, A.E. dos Santos, and J.S. Oliveira, Relevant Path Separation: A Faster Method for Testing Independencies in Bayesian Networks, Eighth International Conference on Probabilistic Graphical Models (PGM), 74--85, 2016.
  • C.J. Butz, J.S. Oliveira, A.E. dos Santos, and A.L. Madsen, On Bayesian Network Inference with Simple Propagation, Eighth International Conference on Probabilistic Graphical Models (PGM), 62--73, 2016.
  • C.J. Butz, A.E. dos Santos, J.S. Oliveira, and C. Gonzales, A Simple Method for Testing Independencies in Bayesian Networks, Twenty-ninth Canadian Conference on Artificial Intelligence (AI), 213--223, 2016.
  • A.L. Madsen, C.J. Butz, J.S. Oliveira, A.E. dos Santos, On Tree Structures used by Simple Propagation for Bayesian Networks Inference, Twenty-ninth Canadian Conference on Artificial Intelligence (AI), 207--212, 2016.
  • C.J. Butz, A.E. dos Santos, J.S. Oliveira, and C. Gonzales, Testing Independencies in Bayesian Networks with i-Separation, Twenty-ninth International Florida Artificial Intelligence Research Society Conference (FLAIRS), 644--649, 2016.
  • C.J. Butz, J.S. Oliveira, A.E. dos Santos, and A.L. Madsen, Bayesian Network Inference with Simple Propagation, Twenty-ninth International Florida Artificial Intelligence Research Society Conference (FLAIRS), 650--655, 2016.
  • C.J. Butz, J.S. Oliveira and A.E. dos Santos, Darwinian Networks, Twenty-eighth Canadian Conference on Artificial Intelligence (AI), 16--29, 2015.
  • C.J. Butz, J.S. Oliveira and A.E. dos Santos, Determining Good Elimination Orderings with Darwinian Networks, Twenty-eighth International Florida Artificial Intelligence Research Society Conference (FLAIRS), 600--603, 2015.

Work

My resume

Darwinian Networks

Supervisor: Dr. Cory Butz

My Cartoons