Research graph
References from Modeling biological individuality using machine learning: A study on human gait. Local targets link to admitted publications; unresolved targets remain external evidence.
Machine learning approach to support taxonomic species discrimination based on helminth collections data
10.1186/s13071-021-04721-6 · 2021 · External reference
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Unresolved reference
2019 · External reference
Recognizing friends by their walk: gait perception without familiarity cues
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Visual analysis of gait as a cue to identity
10.1002/(sici)1099-0720(199912)13:6<513::aid-acp616>3.0.co;2-8 · 1999 · External reference
One-year persistence of individual gait patterns identified in a follow-up study - a call for individualised diagnose and therapy
10.1016/j.gaitpost.2017.09.003 · 2017 · External reference
Explaining the unique nature of individual gait patterns with deep learning
10.1038/s41598-019-38748-8 · 2019 · External reference
10.1152/japplphysiol.01101.2018
10.1152/japplphysiol.01101.2018 · External reference
Daily changes of individual gait patterns identified by means of support vector machines
10.1016/j.gaitpost.2016.07.073 · 2016 · External reference
Recognition of emotions in gait patterns by means of artificial neural nets
10.1007/s10919-007-0045-3 · 2008 · External reference
Diagnosing fatigue in gait patterns by support vector machines and self-organizing maps
10.1016/j.humov.2010.08.010 · 2011 · External reference
Unresolved reference
2006 · External reference
Signing up to motor signatures: a unique link to action
10.1152/japplphysiol.00643.2019 · 2019 · External reference
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GaitRec, a large-scale ground reaction force dataset of healthy and impaired gait
10.1038/s41597-020-0481-z · 2020 · External reference
Gutenberg gait database, a ground reaction force database of level overground walking in healthy individuals
10.1038/s41597-021-01014-6 · 2021 · External reference
Biometric recognition by gait: a survey of modalities and features
10.1016/j.cviu.2018.01.007 · 2018 · External reference
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The ou-isir gait database comprising the large population dataset and performance evaluation of gait recognition
10.1109/tifs.2012.2204253 · 2012 · External reference
Multi-view large population gait dataset and its performance evaluation for cross-view gait recognition
10.1186/s41074-018-0039-6 · 2018 · External reference
Deep gait recognition: a survey
2022 · External reference
Unresolved reference
2013 · External reference
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10.1145/633292.633453 · 2000 · External reference
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Subject recognition based on ground reaction force measurements of gait signals. IEEE transactions on systems, man, and cybernetics
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Unresolved reference
2009 · External reference
The ORL active floor
10.1109/98.626980 · 1997 · External reference
An experimental study on the feasibility of footsteps as a biometric
2007 · External reference
Unresolved reference
2013 · External reference
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2015 · External reference
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2017 · External reference
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Liblinear: a library for large linear classification
2008 · External reference
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10.1371/journal.pone.0130140 · External reference
Explaining machine learning models for clinical gait analysis
2021 · External reference
Individuality decoded by running patterns: movement characteristics that determine the uniqueness of human running
10.1371/journal.pone.0249657 · 2021 · External reference
Time and frequency domain analysis of ground reaction forces during walking: an investigation of variability and symmetry
10.1016/s0966-6362(96)01083-1 · 1997 · External reference
Identification of individual walking patterns using time discrete and time continuous data sets
10.1016/s0966-6362(01)00193-x · 2002 · External reference
Lack of group-to-individual generalizability is a threat to human subjects research
10.1073/pnas.1711978115 · 2018 · External reference
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10.3390/ijerph19020711 · External reference
Can individual movement characteristics across different throwing disciplines be identified in high-performance decathletes?
10.3389/fpsyg.2020.02262 · 2020 · External reference
Deep learning-based similarity retrieval in clinical 3d gait analysis
10.1016/j.gaitpost.2021.09.066 · 2021 · External reference
Deep metric learning for scalable gait-based person re-identification using force platform data
10.3390/s23073392 · 2023 · External reference
Measurement in biology is methodized by theory
10.1007/s10539-019-9687-x · 2019 · External reference
Explaining machine learning models for age classification in human gait analysis
10.1016/j.gaitpost.2022.07.153 · 2022 · External reference
Explaining automated gender classification of human gait
10.1016/j.gaitpost.2020.07.114 · 2020 · External reference
A step forward: functional diversity and emerging themes of slow-speed locomotion in vertebrates
10.1093/icb/icac139 · 2022 · External reference
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10.1093/icb/icac125 · External reference
