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List of publications

Titre  
 
[1] Philip Warrick, Emily F. Hamilton, Robert E. Kearney and Doina Nitchi,
"A Machine Learning Approach to the Detection of Fetal Hypoxia during Labor and Delivery",
AI Magazine, pp. 79-90, 02 2012.
[2] Mahdi Milani Fard, Yuri Grinberg, Amir-massoud Farahmand, Joelle Pineau and Doina Nitchi,
"Bellman Error Based Feature Generation using Random Projections on Sparse Spaces",
Computing Research Repository CoRR, pp. 5554, 05 2012.
[3] Prakash Panangaden and Doina Nitchi,
"Metrics for Finite Markov Decision Processes",
Computing Research Repository CoRR, pp. 4144, 04 2012.
[4] Norman Francis Ferns, Prakash Panangaden and Doina Nitchi,
"Metrics for Markov Decision Processes with Infinite State Spaces",
Computing Research Repository CoRR, pp. 1386, 01 2012.
[5] Yuri Grinberg and Doina Nitchi,
"On Average Reward Policy Evaluation in Infinite-State Partially Observable Systems",
Journal of Machine Learning Research, pp. 449-457, 05 2012.
[6] S. Still and Doina Nitchi,
"An information-theoretic approach to curiosity-driven reinforcement learning",
Theory in Biosciences, pp. 139-148, 03 2012.
[7] Jordan Frank, Shie Mannor, Joelle Pineau and Doina Nitchi,
"Time Series Analysis Using Geometric Template Matching",
IEEE Transactions on Pattern Analysis and Machine Intelligence, 05 2012.
[8] Arian Hosseinzadeh, Masoumeh T. Izadi, Doina Nitchi and David L. Buckeridge,
"Mining Administrative Data to Predict Falls in the Elderly Population",
in Canadian Conference on Artificial Intelligence, AI 2012, pp. 305-311, 05 2012.
[9] Meltem Demirkus, Doina Nitchi, James Clark and Tal Arbel,
"Soft Biometric Trait Classification from Realworld Face Videos Conditioned on Head Pose Estimation",
in IEEE Computer Society Workshop on Biometrics in association with the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 130-137, 06 2012.
[10] Mahdi Milani Fard, Yuri Grinberg, Joelle Pineau and Doina Nitchi,
"Compressed Least-Squares Regression on Sparse Spaces",
in Twenty-Sixth AAAI Conference on Artificial Intelligence, AAAI'12, 07 2012.
   
     
   
   

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