Zobrazeno 1 - 10 of 11 pro vyhledávání: '"Juan Banda"'
1
Dual mean field annealing scheme for binary optimization under linear constraints
Autor: Arturo Berrones-Santos, Jonás Velasco, Juan Banda
Publikováno v: Operations Research Letters. 48:271-277
It is shown that certain general classes of constrained binary optimization tasks can be solved with increasing accuracy by a first order mean field approximation of the Boltzmann distribution of the associated Lagrangian as the instance size grows.
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::4c6aaa482988a3ab2f9fccbcb9378e15
https://doi.org/10.1016/j.orl.2020.03.002
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3
Normalizing Clinical Document Titles to LOINC Document Ontology: an Initial Study
Autor: Zuo, X., Li, J., Zhao, B., Zhou, Y., Dong, X., Duke, J., Natarajan, K., Hripcsak, G., Shah, N., Juan Banda, Reeves, R., Miller, T., Xu, H.
Publikováno v: AMIA Annu Symp Proc
Scopus-Elsevier
The normalization of clinical documents is essential for health information management with the enormous amount of clinical documentation generated each year. The LOINC Document Ontology (DO) is a universal clinical document standard in a hierarchica
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid_dedup__::1552908fdabe0331047501eb7c7d24dc
https://europepmc.org/articles/PMC8075502/
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5
Dual mean field search for large scale linear and quadratic knapsack problems
Autor: Arturo Berrones, Juan Banda, Jonás Velasco
Publikováno v: Physica A: Statistical Mechanics and its Applications. 478:158-167
An implementation of mean field annealing to deal with large scale linear and non linear binary optimization problems is given. Mean field annealing is based on the analogy between combinatorial optimization and interacting physical systems at therma
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::b4c18fb161c7e3bda9267dbf7d5ec8d5
https://doi.org/10.1016/j.physa.2017.02.052
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6
Extending Achilles Heel Data Quality Tool with New Rules Informed by Multi-Site Data Quality Comparison
Autor: Vojtech, Huser, Xiaochun, Li, Zuoyi, Zhang, Sungjae, Jung, Rae Woong, Park, Juan, Banda, Hanieh, Razzaghi, Ajit, Londhe, Karthik, Natarajan
Publikováno v: Studies in health technology and informatics. 264
Large healthcare datasets of Electronic Health Record data became indispensable in clinical research. Data quality in such datasets recently became a focus of many distributed research networks. Despite the fact that data quality is specific to a giv
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid________::1ca20ea0df1a98308d581696de53aba7
https://pubmed.ncbi.nlm.nih.gov/31438195
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9
A hybrid heuristic algorithm based on Mean-Field Theory with a Simple Local Search for the Quadratic Knapsack Problem
Autor: Arturo Berrones, Juan Banda, Jonás Velasco
Publikováno v: CEC
In statistical physics, Mean-Field Theory is a probabilistic model which has three different approaches, one of them is Mean-Field variational that replaces a difficult distribution by an easier one. An optimization problem can be associated with a p
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::0466b817b4de2bca1e9681e757026062
https://doi.org/10.1109/cec.2017.7969616
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