http://rdf.ncbi.nlm.nih.gov/pubchem/patent/WO-2012132910-A1

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filingDate 2012-03-08-04:00^^<http://www.w3.org/2001/XMLSchema#date>
inventor http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_f704521f69877a6e961a2026b0ac8def
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publicationDate 2012-10-04-04:00^^<http://www.w3.org/2001/XMLSchema#date>
publicationNumber WO-2012132910-A1
titleOfInvention Method and Server for Evaluating a Probability of an Observation Sequence Stored at a Client with respect to a Hidden Markov Model (HMM) Stored at a Server
abstract A probability of an observation sequence stored at a client is evaluated securely with respect to a hidden Markov model (HMM) stored at a server. The server determines, for each state of the HMM, an encryption of a log-probability of a current element of the observation sequence. Determines, for each state, an encryption of a log-summation of a product of a likelihood of the observation sequence based on a previous element of the observation sequence and a transition probability to each state. Determines an encryption of a log-likelihood of the observation sequence for each state as a product of the encryption of a log-summation and an encryption of a corresponding log-probability of the current element of the observation sequence. Determines an encryption of the log-probability of the observation sequence based on the log-likelihood of the observation sequence for each state.
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priorityDate 2011-03-30-04:00^^<http://www.w3.org/2001/XMLSchema#date>
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