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The Gaussian Graphical Model in Cross-Sectional and Time-Series Data
Epskamp, Sacha, Waldorp, Lourens J., Mõttus, René, Borsboom, Denny
Published in Multivariate behavioral research (04.07.2018)
Published in Multivariate behavioral research (04.07.2018)
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MANDALA—Visual Exploration of Anomalies in Industrial Multivariate Time Series Data
Suschnigg, J., Mutlu, B., Koutroulis, G., Hussain, H., Schreck, T.
Published in Computer graphics forum (01.02.2025)
Published in Computer graphics forum (01.02.2025)
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Attention-based deep survival model for time series data
Li, Xingyu, Krivtsov, Vasiliy, Arora, Karunesh
Published in Reliability engineering & system safety (01.01.2022)
Published in Reliability engineering & system safety (01.01.2022)
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Visual‐Interactive Preprocessing of Multivariate Time Series Data
Bernard, Jürgen, Hutter, Marco, Reinemuth, Heiko, Pfeifer, Hendrik, Bors, Christian, Kohlhammer, Jörn
Published in Computer graphics forum (01.06.2019)
Published in Computer graphics forum (01.06.2019)
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Inference on Multi-level Partial Correlations Based on Multi-subject Time Series Data
Qiu, Yumou, Zhou, Xiao-Hua
Published in Journal of the American Statistical Association (02.10.2022)
Published in Journal of the American Statistical Association (02.10.2022)
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MaD GUI: An Open-Source Python Package for Annotation and Analysis of Time-Series Data
Ollenschläger, Malte, Küderle, Arne, Mehringer, Wolfgang, Seifer, Ann-Kristin, Winkler, Jürgen, Gaßner, Heiko, Kluge, Felix, Eskofier, Bjoern M.
Published in Sensors (Basel, Switzerland) (05.08.2022)
Published in Sensors (Basel, Switzerland) (05.08.2022)
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Anomaly Detection in COVID-19 Time-Series Data
Homayouni, Hajar, Ray, Indrakshi, Ghosh, Sudipto, Gondalia, Shlok, Kahn, Michael G.
Published in SN computer science (01.07.2021)
Published in SN computer science (01.07.2021)
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Topological Data Analysis for Multivariate Time Series Data
El-Yaagoubi, Anass B., Chung, Moo K., Ombao, Hernando
Published in Entropy (Basel, Switzerland) (01.11.2023)
Published in Entropy (Basel, Switzerland) (01.11.2023)
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Novel statistical time series data augmentation and machine learning based classification of unobtrusive respiration data for respiration Digital Twin model
Khan, Sagheer, Alzaabi, Aaesha, Ratnarajah, Tharmalingam, Arslan, Tughrul
Published in Computers in biology and medicine (01.01.2024)
Published in Computers in biology and medicine (01.01.2024)
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BiomeHorizon : Visualizing Microbiome Time Series Data in R
Fink, Isaac, Abdill, Richard J., Blekhman, Ran, Grieneisen, Laura
Published in mSystems (28.06.2022)
Published in mSystems (28.06.2022)
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A temporal classification method based on behavior time series data in patients with behavioral variant of frontotemporal dementia and apathy
Peltier, Caroline, Lejeune, François-Xavier, Jorgensen, Lars G.T., Rametti-Lacroux, Armelle, Tanguy, Delphine, Godefroy, Valérie, Bendetowicz, David, Carle, Guilhem, Cognat, Emmanuel, Bombois, Stéphanie, Migliaccio, Raffaella, Levy, Richard, Marin, Frédéric, Batrancourt, Bénédicte
Published in Journal of neuroscience methods (01.07.2022)
Published in Journal of neuroscience methods (01.07.2022)
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Constructing training set using distance between learnt graphical models of time series data on patient physiology, to predict disease scores
Chakrabarty, Dalia, Wang, Kangrui, Roy, Gargi, Bhojgaria, Akash, Zhang, Chuqiao, Pavlu, Jiri, Chakrabartty, Joydeep
Published in PloS one (19.10.2023)
Published in PloS one (19.10.2023)
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Microbiome time series data reveal predictable patterns of change
Karwowska, Zuzanna, Szczerbiak, Paweł, Kosciolek, Tomasz
Published in Microbiology spectrum (03.10.2024)
Published in Microbiology spectrum (03.10.2024)
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