Blar i TKD - Institutt for informasjonsteknologi på emneord "Time series analyses"
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Automatic Analysis of Large-scale Nanopore Data Using Hidden Markov Models
(IFAC-PapersOnLine;Volume 53, Issue 2, 2020, Peer reviewed; Journal article, 2020-04-14)In this paper we developed a modified Hidden Markov Model (HMM) to analyze the raw nanopore experimental data. Traditionally, prior to further analysis the measured nanopore data must be pre-filtered, but the filtering ... -
Diagnosing Schizophrenia from Activity Records using Hidden Markov Model Parameters
(Annual IEEE Symposium on Computer-Based Medical Systems;2021 IEEE 34th International Symposium on Computer-Based Medical Systems, Conference object, 2021-07-12)The diagnosis of Schizophrenia is mainly based on qualitative characteristics. With the usage of portable devices which measure activity of humans, the diagnosis of Schizophrenia can be enriched through quantitative features. ... -
A Review of Ocean Dynamics in the North Atlantic: Achievements and Challenges
(Climate;Volume 8, Issue 4, Journal article; Peer reviewed, 2020-03-30)I address 12 issues related to the study of ocean dynamics and its impact on global temperature change, regional and local climate change, and on the North Atlantic ecosystem. I outline present achievements and challenges ...