cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.4877783
title: Simple decision rules underly collaborative hunting in yellow saddle goatfish

description: Dataset for Steinegger et al (in prep). Please refer to the manuscript and metadata file for relevant details.
DOI: 10.6084/m9.figshare.4879568.v1
title: Flagellar shape data of chlamydomonas reinhardtii swimming in a Newtonian fluid and a viscocelastic fluid respectively

description: Chlamydomonas reinhardtii demonstrates near-planar strokes when swimming. We study two strokes observed in a Newtonian (nt in file names) and viscoelastic (ve in file names) fluid respectively. The raw experimental data for the flagellar shape are stored in ntExperiement*Component.csv and veExperiment*Component.csv, where * is replaced by x or y.<br>We assume that each component (x or y) of an observed stroke shape follows a form of a traveling wave as a function of time and arc length. We then generate model strokes by fitting the mean, amplitude and phase functions of each traveling wave, using cubic spline interpolation. Results are stored in ntFit.csv and veFit.csv. The spline coefficients of interpolation for each function are also provided.
DOI: 10.6084/m9.figshare.4877783.v1
title: Simple decision rules underly collaborative hunting in yellow saddle goatfish

description: Dataset for Steinegger et al (in prep). Please refer to the manuscript and metadata file for relevant details.
DOI: 10.6084/m9.figshare.4877672
title: Lower troposphere temperature (TLT) evaluation

description: An R-markdown document for an analysis which compares TLT estimated from global climate models (CMIP5) with satellite data (RSS & UAH). <br>
DOI: 10.6084/m9.figshare.4879568.v2
title: Flagellar shape data of chlamydomonas reinhardtii swimming in a Newtonian fluid and a viscocelastic fluid respectively

description: Chlamydomonas reinhardtii demonstrates near-planar strokes when swimming. We study two strokes observed in a Newtonian (nt in file names) and viscoelastic (ve in file names) fluid respectively. The raw experimental data for the flagellar shape are stored in ntExperiement*Component.csv and veExperiment*Component.csv, where * is replaced by x or y.<br>We assume that each component (x or y) of an observed stroke shape follows a form of a traveling wave as a function of time and arc length. We then generate model strokes by fitting the mean, amplitude and phase functions of each traveling wave, using cubic spline interpolation. Results are stored in ntFit*_Component.csv and veFit_*component.csv, where * is replaced by x or y. The spline coefficients of interpolation for each function are also provided.<br>ntExperiment_*Component,csv, veExperiement_*Component.csv, ntFit_*Component.csv, and veFit*Component.csv: each column corresponds to the shape of a flagellum at an instantaneous moment, and each row corresponds to a fixed point on the flagellum within one period cycle. length unit: micronmeter; time step: 0.0001/6 second.
DOI: 10.6084/m9.figshare.4879568.v3
title: Flagellar shape data of chlamydomonas reinhardtii swimming in a Newtonian fluid and a viscocelastic fluid respectively

description: Chlamydomonas reinhardtii demonstrates near-planar strokes when swimming. We study two strokes observed in a Newtonian (nt in file names) and viscoelastic (ve in file names) fluid respectively. The raw experimental data for the flagellar shape are stored in ntExperiement*Component.csv and veExperiment*Component.csv, where * is replaced by x or y.<br>We assume that each component (x or y) of an observed stroke shape follows a form of a traveling wave as a function of time and arc length. We then generate model strokes by fitting the mean, amplitude and phase functions of each traveling wave, using cubic spline interpolation. Results are stored in ntFit*_Component.csv and veFit_*component.csv, where * is replaced by x or y. The spline coefficients of interpolation for each function are also provided.<br>ntExperiment_*Component,csv, veExperiement_*Component.csv, ntFit_*Component.csv, and veFit*Component.csv: each row corresponds to the shape of a flagellum at an instantaneous moment, and each column corresponds to a fixed point on the flagellum within one period cycle. length unit: micronmeter; time step: 0.0001/6 second.
DOI: 10.6084/m9.figshare.4877672.v1
title: Lower troposphere temperature (TLT) evaluation

description: An R-markdown document for an analysis which compares TLT estimated from global climate models (CMIP5) with satellite data (RSS & UAH). <br>
DOI: 10.6084/m9.figshare.4877672.v3
title: Lower troposphere temperature (TLT) evaluation

description: An R-markdown document for an analysis which compares TLT estimated from global climate models (CMIP5) with satellite data (RSS & UAH). <br>
DOI: 10.6084/m9.figshare.4879568.v4
title: Flagellar shape data of chlamydomonas reinhardtii swimming in a Newtonian fluid and a viscocelastic fluid respectively

description: Chlamydomonas reinhardtii demonstrates near-planar strokes when swimming. We study two strokes observed in a Newtonian (nt in file names) and viscoelastic (ve in file names) fluid respectively. The raw experimental data for the flagellar shape are stored in ntExperiement*Component.csv and veExperiment*Component.csv, where * is replaced by x or y.<br>We assume that each component (x or y) of an observed stroke shape follows a form of a traveling wave as a function of time and arc length. We then generate model strokes by fitting the mean, amplitude and phase functions of each traveling wave, using cubic spline interpolation. Results are stored in ntFit*_Component.csv and veFit_*component.csv, where * is replaced by x or y. The spline coefficients of interpolation for each function are also provided.<br>ntExperiment_*Component,csv, veExperiement_*Component.csv, ntFit_*Component.csv, and veFit*Component.csv: each row corresponds to the shape of a flagellum at an instantaneous moment, and each column corresponds to a fixed point on the flagellum within one period cycle. length unit: micronmeter; time step: 0.0001/6 second.
DOI: 10.6084/m9.figshare.4877519
title: An Interactive Sports Video Game as an Intervention for Rehabilitation of Community-Living Patients with Schizophrenia: A Controlled, Single-Blind, Crossover Study.Table 4.doc

description: Hypofrontality is a state of decreased cerebral blood flow in the prefrontal cortex during executive function performance; it is commonly observed in patients with schizophrenia. Cognitive dysfunction, as well as the psychological symptoms of schizophrenia, influences the ability of patients to reintegrate into society. The current study investigated the effects of an interactive sports video game (IVG; Nintendo Wii™ Sports Resort) on frontal lobe function of patients with schizophrenia. A sample of eight patients (6 male and 2 female; mean age = 46.7 years, standard deviation (SD) = 13.7) engaged in an IVG every week for 3 months in a controlled, single-blind, crossover study. Before and after the intervention we examined frontal lobe blood-flow volume using functional near-infrared spectroscopy (fNIRS), and assessed functional changes using the Frontal Assessment Battery, Health-Related Quality of Life scale, and physical function tests. fNIRS revealed that prefrontal activity during IVG performance significantly increased in the IVG period compared with the control period. Furthermore, significant correlations between cerebral blood flow changes in different channels were observed during IVG performance. In addition, we observed intervention-related improvement in health-related quality of life following IVG. IVG intervention was associated with increased prefrontal cortex activation and improved health-related quality of life performance in patients with schizophrenia. Patients with chronic schizophrenia are characterized by withdrawal and a lack of social responsiveness or interest in others. Interventions using IVG may provide a useful low-cost rehabilitation method for such patients, without the need for specialized equipment.
DOI: 10.6084/m9.figshare.4877672.v2
title: Lower troposphere temperature (TLT) evaluation

description: An R-markdown document for an analysis which compares TLT estimated from global climate models (CMIP5) with satellite data (RSS & UAH). <br>
DOI: 10.6084/m9.figshare.4877477
title: An Interactive Sports Video Game as an Intervention for Rehabilitation of Community-Living Patients with Schizophrenia: A Controlled, Single-Blind, Crossover Study,Table 3.

description: Hypofrontality is a state of decreased cerebral blood flow in the prefrontal cortex during executive function performance; it is commonly observed in patients with schizophrenia. Cognitive dysfunction, as well as the psychological symptoms of schizophrenia, influences the ability of patients to reintegrate into society. The current study investigated the effects of an interactive sports video game (IVG; Nintendo Wii™ Sports Resort) on frontal lobe function of patients with schizophrenia. A sample of eight patients (6 male and 2 female; mean age = 46.7 years, standard deviation (SD) = 13.7) engaged in an IVG every week for 3 months in a controlled, single-blind, crossover study. Before and after the intervention we examined frontal lobe blood-flow volume using functional near-infrared spectroscopy (fNIRS), and assessed functional changes using the Frontal Assessment Battery, Health-Related Quality of Life scale, and physical function tests. fNIRS revealed that prefrontal activity during IVG performance significantly increased in the IVG period compared with the control period. Furthermore, significant correlations between cerebral blood flow changes in different channels were observed during IVG performance. In addition, we observed intervention-related improvement in health-related quality of life following IVG. IVG intervention was associated with increased prefrontal cortex activation and improved health-related quality of life performance in patients with schizophrenia. Patients with chronic schizophrenia are characterized by withdrawal and a lack of social responsiveness or interest in others. Interventions using IVG may provide a useful low-cost rehabilitation method for such patients, without the need for specialized equipment.<br>
DOI: 10.6084/m9.figshare.4877525.v1
title: An Interactive Sports Video Game as an Intervention for Rehabilitation of Community-Living Patients with Schizophrenia: A Controlled, Single-Blind, Crossover Study.Table 5.doc

description: Hypofrontality is a state of decreased cerebral blood flow in the prefrontal cortex during executive function performance; it is commonly observed in patients with schizophrenia. Cognitive dysfunction, as well as the psychological symptoms of schizophrenia, influences the ability of patients to reintegrate into society. The current study investigated the effects of an interactive sports video game (IVG; Nintendo Wii™ Sports Resort) on frontal lobe function of patients with schizophrenia. A sample of eight patients (6 male and 2 female; mean age = 46.7 years, standard deviation (SD) = 13.7) engaged in an IVG every week for 3 months in a controlled, single-blind, crossover study. Before and after the intervention we examined frontal lobe blood-flow volume using functional near-infrared spectroscopy (fNIRS), and assessed functional changes using the Frontal Assessment Battery, Health-Related Quality of Life scale, and physical function tests. fNIRS revealed that prefrontal activity during IVG performance significantly increased in the IVG period compared with the control period. Furthermore, significant correlations between cerebral blood flow changes in different channels were observed during IVG performance. In addition, we observed intervention-related improvement in health-related quality of life following IVG. IVG intervention was associated with increased prefrontal cortex activation and improved health-related quality of life performance in patients with schizophrenia. Patients with chronic schizophrenia are characterized by withdrawal and a lack of social responsiveness or interest in others. Interventions using IVG may provide a useful low-cost rehabilitation method for such patients, without the need for specialized equipment.
DOI: 10.6084/m9.figshare.4879568.v5
title: Flagellar shape data of chlamydomonas reinhardtii swimming in a Newtonian fluid and a viscocelastic fluid respectively

description: Chlamydomonas reinhardtii demonstrates near-planar strokes when swimming. We study two strokes observed in a Newtonian (nt in file names) and viscoelastic (ve in file names) fluid respectively. The raw experimental data for the flagellar shape are stored in ntExperiment*Component.csv and veExperiment*Component.csv, where * is replaced by x or y. Each row corresponds to the shape of a flagellum at an instantaneous moment, and each column corresponds to a fixed point on the flagellum within one period cycle. length unit: micronmeter; time step: 0.0001/6 second. The Newtonian stroke has a period of 0.0199 second, and the viscoelastic stroke has a period of 0.0205 second.<br>We assume that each component (x or y) of an observed stroke shape follows a form of a traveling wave as a function of time and arc length. Mean, amplitude and phase values are obtained by performing Fourier transforms to the raw experimental data, and are stored in ntFit.xlsx and veFit.xlsx for each stroke respectively. We then perform a cubic spline interpolation with the not-a-knot condition to get the mean, amplitude and phase functions of each traveling wave.
DOI: 10.6084/m9.figshare.4877438
title: Cloud Workloads

description: Workload traces including the Uniform, Normal, Left-Skewed, Right-Skewed, HPC2N and NASA in both homogeneous and heterogeneous cloud environment.
DOI: 10.6084/m9.figshare.4877432
title: 3D gait analysis data of children with CP used for gait classification

description: The data results from a search of the database of the clinical motion analysis laboratory of University Hospital Pellenberg for gait analysis sessions of children with unilateral or bilateral spastic CP, aged between 3 to 18 years and GMFCS levels I, II, or III. Children with marked signs of dystonia or ataxia were excluded, but any previous treatments were allowed.Data collection is as described by Nieuwenhuys et al. (Nieuwenhuys A, Papageorgiou E, Molenaers G, Monari D, De Laet T, Desloovere K. Inter- and intrarater clinician agreement on joint motion patterns during gait in children with cerebral palsy. Dev Med Child Neurol. 2017, doi 10.1111/dmcn.13404). Briefly, the data was obtained by a standardized 3DGA measurement using optoelectronic cameras (Vicon Motion Systems, Oxford, UK), observing reflective markers, attached by clinical experts to the anatomical landmarks of the child’s lower legs, following the Plug-In-Gait marker configuration. Children were walking barefoot at a self-selected speed. The joint angles and their derivatives were obtained through the Nexus software. Additionally, the kinematic data was time-normalized to the overall gait cycle (pelvis in the sagittal (PS), coronal (PC), and transverse (PT) plane; hip in the sagittal (HS), coronal (HC), and transverse (HT) plane; and foot progression angle (FPA)) or to the stance and swing phase (knee during stance (KSTS) and during swing (KSWS) in the sagittal plane; ankle during stance (ASTS) and during swing (ASWS) in the sagittal plane) and interpolated resulting in 51 data points for each time-varying variable. All available trials were included in the study and classified according to the consensus-based joint motion patterns [6], by either one of the two involved clinical experts. For each patient, 2 to 15 trials were used per session, with an average number of four trials. Multiple sessions per patient could be included, involving sessions before and after intervention (botulinum toxin injections, selective dorsal rhizotomy or orthopaedic surgery), as well as follow-up sessions expression the natural history (275 patients had one session, 67 had two sessions and 14 patients had more than two sessions included in the database). The interval between gait analysis sessions was 2 to 3 months for botulinum toxin injections, and 1 year for selective dorsal rhizotomy and orthopaedic surgery. Including gait analysis sessions before and after interventions created a generic database that allows to develop classification algorithms that are valid for all clinically common patient conditions. This classification was used as the ground-truth when training and validating the automatic classifiers. Pathological gait patterns were classified in comparison to the averaged walking patterns of 56 typically developing children, aged between 5 and 18 years, who had no previous history of neuromotor or musculoskeletal disorders.
DOI: 10.6084/m9.figshare.4879568.v6
title: Flagellar shape data of chlamydomonas reinhardtii swimming in a Newtonian fluid and a viscocelastic fluid respectively

description: Chlamydomonas reinhardtii demonstrates near-planar strokes when swimming. These data sets give the (X1,X2) positions of a single flagellum in a Newtonian fluid with viscosity 2.6 cP (ntExperiment_X1Component.csv, ntExperiment_X2Component.csv) and in a viscoelastic fluid with viscosity 2.5 cP and polymer relaxation time 0.041 seconds (veExperiment_X1Component.csv, veExperiment_X2Component.csv). Each row of the data gives points along the flagellum spaced approximately 0.34 micrometers apart for a fixed time. The time interval between rows is 0.0017 seconds. The files ntFit.xlsx and veFit.xlsx contain the mean position (M) and the amplitude (A) and phase (Phi) of the dominant frequency at each data point for each stroke, respectively. The period of the dominant frequency is 0.0199 seconds for the Newtonian stroke and 0.0205 seconds for the viscoelastic stroke.
DOI: 10.6084/m9.figshare.4877429
title: Five Decades of Mathematics Education Research

description: This file supports the article "Five Decades of Mathematics Education Research". Each worksheet contains details of the ten papers with the highest proportion of words from the given topic.
DOI: 10.6084/m9.figshare.4877477.v3
title: An Interactive Sports Video Game as an Intervention for Rehabilitation of Community-Living Patients with Schizophrenia: A Controlled, Single-Blind, Crossover Study,Table 3.

description: Hypofrontality is a state of decreased cerebral blood flow in the prefrontal cortex during executive function performance; it is commonly observed in patients with schizophrenia. Cognitive dysfunction, as well as the psychological symptoms of schizophrenia, influences the ability of patients to reintegrate into society. The current study investigated the effects of an interactive sports video game (IVG; Nintendo Wii™ Sports Resort) on frontal lobe function of patients with schizophrenia. A sample of eight patients (6 male and 2 female; mean age = 46.7 years, standard deviation (SD) = 13.7) engaged in an IVG every week for 3 months in a controlled, single-blind, crossover study. Before and after the intervention we examined frontal lobe blood-flow volume using functional near-infrared spectroscopy (fNIRS), and assessed functional changes using the Frontal Assessment Battery, Health-Related Quality of Life scale, and physical function tests. fNIRS revealed that prefrontal activity during IVG performance significantly increased in the IVG period compared with the control period. Furthermore, significant correlations between cerebral blood flow changes in different channels were observed during IVG performance. In addition, we observed intervention-related improvement in health-related quality of life following IVG. IVG intervention was associated with increased prefrontal cortex activation and improved health-related quality of life performance in patients with schizophrenia. Patients with chronic schizophrenia are characterized by withdrawal and a lack of social responsiveness or interest in others. Interventions using IVG may provide a useful low-cost rehabilitation method for such patients, without the need for specialized equipment.<br>
DOI: 10.6084/m9.figshare.4877411
title: internet search.rar

description: Short-term Internet search using makes people rely on search engines when facing unknown issues
DOI: 10.6084/m9.figshare.4877429.v2
title: Five Decades of Mathematics Education Research

description: This file supports the article "Five Decades of Mathematics Education Research". Each worksheet contains details of the ten papers with the highest proportion of words from the given topic.
DOI: 10.6084/m9.figshare.4877390
title: Global surface ocean CO2 in 1990-2015 obtained by machine learning models.

description: This package includes data used to train three machine learning models, modeled global surface ocean CO2 in 1990-2015, and binary model programs. Please refer to the following article for technical details (in press):<br><br>Technical note: Evaluation of three machine learning models for surface ocean CO2 mapping. doi:10.5194/os-13-1-2017<br><br>
DOI: 10.6084/m9.figshare.4877411.v1
title: internet search.rar

description: Short-term Internet search using makes people rely on search engines when facing unknown issues
DOI: 10.6084/m9.figshare.4877429.v1
title: Five Decades of Mathematics Education Research

description: This file supports the article "Five Decades of Mathematics Education Research". Each worksheet contains details of the ten papers with the highest proportion of words from the given topic.
DOI: 10.6084/m9.figshare.4877375
title: alex_martie_2016.rar

description: Data represent a compressed version of the whole dataset used in the simulation of microwave effect in a modified microwave oven used for in vivo hyperthermia. Do open documents one neeed to run CST 2014
DOI: 10.6084/m9.figshare.4877390.v1
title: Global surface ocean CO2 in 1990-2015 obtained by machine learning models.

description: This package includes data used to train three machine learning models, modeled global surface ocean CO2 in 1990-2015, and binary model programs. Please refer to the following article for technical details (in press):<br><br>Technical note: Evaluation of three machine learning models for surface ocean CO2 mapping. doi:10.5194/os-13-1-2017<br><br>
DOI: 10.6084/m9.figshare.4877348
title: Identifying viable theoretical frameworks with essential parameters for real-time and real world alcohol craving research: a systematic review of craving models

description: <b>Background:</b> Substance use is known to be episodic, dynamic, complex, and highly influenced by the environment, therefore a situational and momentary focus to alcohol craving research is appropriate. Current advances in mobile and wearable technology provide novel opportunities for craving research. However, the lack of consensus within craving theory impedes the identification and prioritization of parameters to be monitored. The aim of this study is to critically review current craving models in order to determine viable theoretical frameworks of alcohol craving and its essential parameters. <b>Methods:</b> Eighteen models of craving were reviewed by applying a literature search with a five-step strategy that accounted for the momentary nature of craving and included a snowballing search and a key term extraction algorithm. Based on this review, multiple decision criteria were defined upon which to evaluate the models. <b>Results:</b> Six models for alcohol craving were supported by sufficient empirical research to be eligible. The inferences drawn on these six models resulted in three decision criteria: the model should (1) incorporate negative affect as a predictor of relapse; (2) explain that dependent drinkers have a higher attentional bias towards alcohol cues than nondependent drinkers; (3) incorporate increased risk of relapse with heightened stress levels. <b>Conclusions:</b> The affective processing model of negative reinforcement, the cognitive processing model, the incentive sensitization theory of addiction and the theory of neural opponent motivation are classified as viable theoretical frameworks, resulting in negative affect and stress as relevant parameters to include in real-time craving monitoring research.