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Spectral Geometry and the Horseshoe Topology in Human Activity Recognition

https://doi.org/10.2139/ssrn.7478552
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Outgoing claims: the papers this work cites, builds on, or argues with.

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Implications of the curse of dimensionality for supervised learning classifier systems: theoretical and empirical analyses
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A comprehensive benchmark of machine and deep learning models on structured data for regression and classification
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Comparative study on classifying human activities with miniature inertial and magnetic sensors
inferredcites →https://doi.org/10.1016/j.patcog.2017.01.026openalex-snapshot
A new maximum relevance-minimum multicollinearity (MRmMC) method for feature selection and ranking
inferredcites →https://doi.org/10.1016/j.patcog.2026.113760openalex-snapshot
Prototype-guided pseudo-labeling for semi-supervised federated human activity recognition
inferredcites →https://doi.org/10.1016/j.patrec.2021.02.024openalex-snapshot
KU-HAR: An open dataset for heterogeneous human activity recognition
inferredcites →https://doi.org/10.1016/s0031-3203(02)00257-1openalex-snapshot
Strategies for learning in class imbalance problems
inferredcites →https://doi.org/10.1016/s0065-2504(08)60168-3openalex-snapshot
Bray-Curtis Ordination: An Effective Strategy for Analysis of Multivariate Ecological Data
inferredcites →https://doi.org/10.1017/cbo9780511623332openalex-snapshot
Multivariate Analysis in Community Ecology
inferredcites →https://doi.org/10.1073/pnas.2311420120openalex-snapshot
Phantom oscillations in principal component analysis
inferredcites →https://doi.org/10.1086/284647openalex-snapshot
Putting Things in Order: A Critique of Detrended Correspondence Analysis
inferredcites →https://doi.org/10.1109/icip.2015.7350781openalex-snapshot
UTD-MHAD: A multimodal dataset for human action recognition utilizing a depth camera and a wearable inertial sensor
inferredcites →https://doi.org/10.1109/jsen.2022.3150225openalex-snapshot
CZU-MHAD: A Multimodal Dataset for Human Action Recognition Utilizing a Depth Camera and 10 Wearable Inertial Sensors
inferredcites →https://doi.org/10.1145/1964897.1964918openalex-snapshot
Activity recognition using cell phone accelerometers
inferredcites →https://doi.org/10.1145/2370216.2370438openalex-snapshot
USC-HAD
inferredcites →https://doi.org/10.1145/3542819openalex-snapshot
Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks
inferredcites →https://doi.org/10.1371/journal.pgen.0020190openalex-snapshot
Population Structure and Eigenanalysis
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An Examination of Some Ordination Problems By Use of Simulated Vegetational Data
inferredcites →https://doi.org/10.3390/app7101101openalex-snapshot
UniMiB SHAR: A Dataset for Human Activity Recognition Using Acceleration Data from Smartphones
inferredcites →https://doi.org/10.3390/s21030768openalex-snapshot
Activity Recognition for Ambient Assisted Living with Videos, Inertial Units and Ambient Sensors
inferredcites →https://doi.org/10.3390/s21237853openalex-snapshot
HARTH: A Human Activity Recognition Dataset for Machine Learning
inferredcites →https://doi.org/10.3390/s23052368openalex-snapshot
Validation of an Activity Type Recognition Model Classifying Daily Physical Behavior in Older Adults: The HAR70+ Model
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