Karla L. Caballero Barajas

Affiliations:
  • University of California Santa Cruz, Department of Electrical Engineering


According to our database1, Karla L. Caballero Barajas authored at least 10 papers between 2006 and 2015.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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PhD thesis 
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Bibliography

2015
Topic Models and Dynamic Prediction Models and their applications in Document Retrieval and Healthcare.
PhD thesis, 2015

Dynamically Modeling Patient's Health State from Electronic Medical Records: A Time Series Approach.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Prediction of physiological subsystem failure and its impact in the prediction of patient mortality.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

Dynamic Estimation of the Probability of Patient Readmission to the ICU using Electronic Medical Records.
Proceedings of the AMIA 2015, 2015

2013
Incorporating Statistical Topic Models in the Retrieval of Healthcare Documents.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

2012
Incorporating statistical topic information in relevance feedback.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

The generalized dirichlet distribution in enhanced topic detection.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2009
Knowledge sciences in services automation: Integration models and perspectives for service centers.
Proceedings of the IEEE Conference on Automation Science and Engineering, 2009

2007
Reconstructing ivus images for an accurate tissue classification.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

2006
In-Vivo IVUS Tissue Classification: A Comparison Between RF Signal Analysis and Reconstructed Images.
Proceedings of the Progress in Pattern Recognition, 2006


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