cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/6qx-xs3-v86
title: Bulimulidae Tryon, 1867

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ka5-e26-kns
title: Ferussacia fritschi (Mousson, 1872)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/798-rps-czc
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mrl-yr1-98w
title: Trivia mediterranea (Risso, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/je4-9l6-6zt
title: Albinaria hippolyti aphrodite (O. Boettger, 1883)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hzy-xat-yv3
title: Echinolittorina millegrana (R. A. Philippi, 1848)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yw1-4vr-f5x
title: Ischnochiton luticolens Hull, 1923

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/02e-ynw-nd6
title: Aegopinella cisalpina A. Riedel, 1983

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wdb-363-65r
title: Cernuella cisalpina (Rossmässler, 1837)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h59-8xd-zze
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2tj-we7-9vx
title: Iberus marmoratus marmoratus (A. Férussac, 1821)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ppp-hng-695
title: Katharina tunicata (W. Wood, 1815)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6v2-bkn-57x
title: Conus miliaris Hwass, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z08-8lj-kzg
title: Gafrarium pectinatum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6z4-3gv-dkh
title: Metafruticicola pellita (A. Férussac, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p2l-4r4-xbj
title: †Bothriembryon gunnii (G. B. Sowerby I, 1845)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8mt-q36-34k
title: Plekocheilus delicatus (Pilsbry, 1935)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rqh-gbp-bn6
title: Afrocardium richardi (Audouin, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xbp-5qt-s24
title: Odostomia paardekooperi van Aartsen, Gittenberger & Goud, 1998

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7qs-yg4-yxe
title: Dosinia exoleta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jbp-xgy-w4a
title: Odostomia omphaloessa R. B. Watson, 1897

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7q9-dd1-f1c
title: Turrilatirus turritus (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ker-hbw-jem
title: Bolinus brandaris (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bs4-v6e-69t
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/20w-6w6-ehs
title: Concholepas concholepas (Bruguière, 1789)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mzh-28t-se4
title: Plekocheilus delicatus (Pilsbry, 1935)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2qt-hfb-c7z
title: Albinaria teres extensa (L. Pfeiffer, 1865)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cvc-pm6-5d7
title: Theba geminata (Mousson, 1857)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dyt-hdl-6xt
title: Arianta arbustorum styriaca (Frauenfeld, 1868)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7n4-cyz-vqm
title: Georissa williamsi Godwin-Austen, 1889

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tkq-0xb-wme
title: Mya arenaria Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cq8-hqk-jrr
title: Chilostoma cingulatum cingulatum (S. Studer, 1820)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h82-6m1-k0w
title: Anisospira velascorum Breure, 1977

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p19-cfc-3bh
title: Nuculana concentrica (Say, 1824)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tan-8sr-55y
title: Gastrodonta interna (Say, 1821)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nmd-j6c-dcg
title: Planaxis sulcatus (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/db7-pv1-e4r
title: Nassarius pullus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/epg-gbd-rte
title: Pascula ochrostoma (Blainville, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pk4-645-ygt
title: Angustopila thersites Páll-Gergely & Vermeulen, 2023

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wy9-nh5-0j4
title: Albinaria hippolyti holtzi (Sturany, 1904)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6qn-dby-dqq
title: Ischnochiton australis (G. B. Sowerby II, 1840)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qqc-p5g-8qz
title: Donax venustus Poli, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ngr-h4d-rmp
title: Oxychilus Fitzinger, 1833

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y95-rzm-web
title: Mesembrinus elongatus (Röding, 1789)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c5j-rkc-fg9
title: Dreissena polymorpha (Pallas, 1771)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2tx-4t7-8v2
title: Plekocheilus Guilding, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7eg-0lc-3z0
title: Reishia bitubercularis (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1r1-srz-088
title: Simpulopsis miersi L. Pfeiffer, 1857

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r1m-s21-4em
title: Albinaria eburnea glabella (L. Pfeiffer, 1865)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0wa-08h-g6m
title: Sepiola tridens de Heij & Goud, 2010

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bxv-t1t-81h
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k18-56y-p5d
title: Reishia bitubercularis (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8ep-x5q-lvx
title: Volvarina monilis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c06-wlc-3g4
title: Albinaria praeclara parallelifera (O. Boettger, 1878)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7my-6vb-1wx
title: Metafruticicola noverca (L. Pfeiffer, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g21-b9d-220
title: Latona cuneata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m6w-jc6-zmq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/25p-yfw-djw
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l20-wws-xaf
title: Deroceras samium Rähle, 1983

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xjh-m35-hc5
title: Succinea putris (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0q3-ml5-jsq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w1y-3kf-mt7
title: Crucibulum Schumacher, 1817

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x63-9ee-2hh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4fd-wtd-j8y
title: Mastus turgidus (Kobelt, 1877)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l44-1f1-njw
title: Orculella critica (L. Pfeiffer, 1856)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/67l-k91-kry
title: Conomurex luhuanus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yvg-f9h-ry2
title: Magallana gigas (Thunberg, 1793)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zdr-5es-bk5
title: Ennucula dalmasi (Dautzenberg, 1900)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/65w-gyt-01y
title: Albinaria hippolyti holtzi (Sturany, 1904)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bw5-234-xq9
title: Saccella larranagai (Klappenbach & Scarabino, 1969)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cmp-n3c-q1x
title: Siphonaria javanica (Lamarck, 1819)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vey-a7k-5sw
title: Divalinga quadrisulcata (A. d'Orbigny, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7vg-nfy-s7a
title: Plekocheilus Guilding, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.afyrpn
title: Occurrence Download

description: A dataset containing 26353 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Puma concolor"
 ]
}

 The dataset includes 26353 records from 436 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007223-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.42zhm8
title: Occurrence Download

description: A dataset containing 50345 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Marmota marmota",
 "HasCoordinate is true",
 "Country is France"
 ]
}

 The dataset includes 50345 records from 251 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008788-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6de8j8
title: Occurrence Download

description: A dataset containing 352 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Martes martes",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 352 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001172-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w72dy5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tinamiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-120 -90,-90 -90,-90 -60,-120 -60,-120 -90))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001174-251009101135966/datasets/export for details.
DOI: 10.15468/dl.bd9mjr
title: Occurrence Download

description: A dataset containing 125717 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pseudotsuga menziesii)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 125717 records from 933 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001111-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nenyfy
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pericopsis mooniana",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 113 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011359-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30375241
title: Filter Fatigue: The Hidden Cost of Infinite Choice (Reality Drift Working Paper Series, 2025)

description: This paper introduces <i>Filter Fatigue</i> as a descriptive term for forms of cognitive exhaustion associated with persistent choice overload and optimization in digitally mediated environments. The concept is used to distinguish these experiences from earlier frameworks focused on information overload or simulation, emphasizing instead the ongoing effort required to filter, manage, and align with continuously adaptive systems.The analysis situates Filter Fatigue within broader discussions of attention, mediation, and algorithmic influence, drawing on themes commonly explored in contemporary cultural and media analysis. Rather than attributing exhaustion solely to volume or spectacle, the paper examines how continuous filtering functions as a structural condition of modern digital life.This working paper is intended as a conceptual framework and synthesis for further discussion, not as an empirical or diagnostic account.
DOI: 10.6084/m9.figshare.30375241.v2
title: Filter Fatigue: The Hidden Cost of Infinite Choice (Reality Drift Working Paper Series, 2025)

description: This paper introduces <i>Filter Fatigue</i> as a descriptive term for forms of cognitive exhaustion associated with persistent choice overload and optimization in digitally mediated environments. The concept is used to distinguish these experiences from earlier frameworks focused on information overload or simulation, emphasizing instead the ongoing effort required to filter, manage, and align with continuously adaptive systems.The analysis situates Filter Fatigue within broader discussions of attention, mediation, and algorithmic influence, drawing on themes commonly explored in contemporary cultural and media analysis. Rather than attributing exhaustion solely to volume or spectacle, the paper examines how continuous filtering functions as a structural condition of modern digital life.This working paper is intended as a conceptual framework and synthesis for further discussion, not as an empirical or diagnostic account.
DOI: 10.15468/dl.fmzxvq
title: Occurrence Download

description: A dataset containing 13058 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhincodon typus",
 "Year 2000-2026"
 ]
}

 The dataset includes 13058 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011360-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30375316
title: Synthetic Realness: Authenticity as Algorithm (Reality Drift Working Paper Series, 2025)

description: This paper examines the concept of synthetic realness, a term used to describe conditions in which perceptions of authenticity are shaped and stabilized by algorithmic systems, reducing the practical distinction between artificial and non-artificial signals in many social contexts. Rather than centering on deception or imitation, the concept focuses on environments where authenticity is produced through coherence, repetition, and system-level mediation, and is treated as credible within everyday interaction.The analysis situates synthetic realness within the <i>Reality Drift Working Papers (2023–2026)</i>, considering how performative self-presentation, emotional plausibility, and algorithmic curation influence contemporary experiences of identity and trust. The paper approaches authenticity not as an intrinsic or fixed property, but as a perceptual outcome shaped by informational structure and feedback conditions.Presented as an exploratory working paper, the document offers a descriptive framework for examining how digitally mediated systems influence what is experienced as genuine, meaningful, or socially valid, without asserting normative claims about authenticity or technological intent.
DOI: 10.6084/m9.figshare.30375316.v2
title: Synthetic Realness: Authenticity as Algorithm (Reality Drift Working Paper Series, 2025)

description: This paper examines the concept of synthetic realness, a term used to describe conditions in which perceptions of authenticity are shaped and stabilized by algorithmic systems, reducing the practical distinction between artificial and non-artificial signals in many social contexts. Rather than centering on deception or imitation, the concept focuses on environments where authenticity is produced through coherence, repetition, and system-level mediation, and is treated as credible within everyday interaction.The analysis situates synthetic realness within the <i>Reality Drift Working Papers (2023–2026)</i>, considering how performative self-presentation, emotional plausibility, and algorithmic curation influence contemporary experiences of identity and trust. The paper approaches authenticity not as an intrinsic or fixed property, but as a perceptual outcome shaped by informational structure and feedback conditions.Presented as an exploratory working paper, the document offers a descriptive framework for examining how digitally mediated systems influence what is experienced as genuine, meaningful, or socially valid, without asserting normative claims about authenticity or technological intent.
DOI: 10.15468/dl.cy6mze
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Cyperus globosus"
 ]
}

 The dataset includes 56 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011361-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7eftd9
title: Occurrence Download

description: A dataset containing 981 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alangium kurzii",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 981 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011362-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14817952
title: WikiFirst
DOI: 10.15468/dl.mhp48f
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gymnocoronis spilanthoides",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Specimen, Machine Observation)",
 "Year is greater than or equal to 1980",
 "Geometry POLYGON((-24.6 34.6, 35.65 34.6, 35.65 72, -24.6 72, -24.6 34.6))"
 ]
}

 The dataset includes 26 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011363-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17674641
title: Computational implementation of: "A New Geometric Framework for 3D Skeletal Action Representation in Kendall Space"

description: This repository contains source codes used to reproduce several results reported in the preprint: “A New Geometric Framework for 3D Skeletal Action Representation in Kendall Space”

Contents:



ReadMe-Global (in Word and pdf): General explanation of the project structure.

Folder: CodesHAR-Mathematica: ReadMe, preparation data and Mathematica scripts used to compute the kNN classification rates reported in Tables 4 and 5 of the preprint.

Folder: CodesHAR-R-Python: ReadMe, R scripts and Python (Google Colab) notebooks used to obtain the results presented in Table 6 and Figure 4 for the action subgroup AS3.
DOI: 10.5281/zenodo.17674640
title: Computational implementation of: "A New Geometric Framework for 3D Skeletal Action Representation in Kendall Space"

description: This repository contains source codes used to reproduce several results reported in the preprint: “A New Geometric Framework for 3D Skeletal Action Representation in Kendall Space”

Contents:



ReadMe-Global (in Word and pdf): General explanation of the project structure.

Folder: CodesHAR-Mathematica: ReadMe, preparation data and Mathematica scripts used to compute the kNN classification rates reported in Tables 4 and 5 of the preprint.

Folder: CodesHAR-R-Python: ReadMe, R scripts and Python (Google Colab) notebooks used to obtain the results presented in Table 6 and Figure 4 for the action subgroup AS3.