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Hidden Markov models

Finding differentially expressed sRNA-Seq regions with srnadiff

Matthias Zytnicki, Ignacio González

published 20 Aug 2021

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The Shortest Duration Constrained Hidden Markov Model: Data denoise and forecast optimization on the country-product matrix for the Fitness-Complexity Algorithm

Pengcheng Song, Xiangyu Zong, Ximing Chen, Qin Zhao, Lubingzhi Guo

published 26 Jul 2021

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Machine learning of EEG spectra classifies unconsciousness during GABAergic anesthesia

John H. Abel, Marcus A. Badgeley, Benyamin Meschede-Krasa, Gabriel Schamberg, Indie C. Garwood, Kimaya Lecamwasam, Sourish Chakravarty, David W. Zhou, Matthew Keating, Patrick L. Purdon, Emery N. Brown

published 06 May 2021

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A fused-image-based approach to detect obstructive sleep apnea using a single-lead ECG and a 2D convolutional neural network

S. M. Isuru Niroshana, Xin Zhu, Keijiro Nakamura, Wenxi Chen

published 26 Apr 2021

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Mix and match: Patchwork domain evolution of the land plant-specific Ca²⁺-permeable mechanosensitive channel MCA

Kanae Nishii, Michael Möller, Hidetoshi Iida

published 15 Apr 2021

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Demographic inference from multiple whole genomes using a particle filter for continuous Markov jump processes

Donna Henderson, Sha (Joe) Zhu, Christopher B. Cole, Gerton Lunter

published 02 Mar 2021

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Registration of spatio-temporal point clouds of plants for phenotyping

Nived Chebrolu, Federico Magistri, Thomas Läbe, Cyrill Stachniss

published 25 Feb 2021

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Probabilistic models of biological enzymatic polymerization

Marshall Hampton, Miranda Galey, Clara Smoniewski, Sara L. Zimmer

published 06 Jan 2021

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Deterministic modelling of seed dispersal based on observed behaviours of an endemic primate in Brazil

Nima Raghunathan, Louis François, Eliana Cazetta, Jean-Luc Pitance, Kristel De Vleeschouwer, Alain Hambuckers

published 28 Dec 2020

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Using enriched semantic event chains to model human action prediction based on (minimal) spatial information

Fatemeh Ziaeetabar, Jennifer Pomp, Stefan Pfeiffer, Nadiya El-Sourani, Ricarda I. Schubotz, Minija Tamosiunaite, Florentin Wörgötter

published 28 Dec 2020

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Characterizing infectious disease progression through discrete states using hidden Markov models

Kristina M. Ceres, Ynte H. Schukken, Yrjö T. Gröhn

published 20 Nov 2020

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Reading Akkadian cuneiform using natural language processing

Shai Gordin, Gai Gutherz, Ariel Elazary, Avital Romach, Enrique Jiménez, Jonathan Berant, Yoram Cohen

published 28 Oct 2020

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Genomic characterization of a diazotrophic microbiota associated with maize aerial root mucilage

Shawn M. Higdon, Tania Pozzo, Nguyet Kong, Bihua C. Huang, Mai Lee Yang, Richard Jeannotte, C. Titus Brown, Alan B. Bennett, Bart C. Weimer

published 28 Sep 2020

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