cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17863/cam.82236
title: Research data supporting "Neurochemical and functional interactions for improved perceptual decisions through training"

description: For the main study, participants took part in one behavioural session in the lab and two brain imaging scans (before behavioural training) comprising rs-fMRI and MRS. For the tDCS study, participants took part in one behavioural session with stimulation (Anodal) or without stimulation (Sham) in the lab. Participants in both studies were trained on an orientaion identification task and completed a pre-training test block and five training blocks. 1. Behavioural data: First, we calculated performance accuracy per participant and block. We then fitted the behavioural data per block with a drift diffusion model to compute: (a) drift rate (DR), (b) decision threshold (TH), and (c) non-decision time. For statistical analysis, we computed change as the difference between the pre-training block and the max-training block (i.e. we selected the block with the higher accuracy between the last two training blocks per participant to account for potential fatigue effects towards the end of the training). DR change and TH change were further used for multiple regression analysis. 2. MRS data: MRS data were collected from two voxels on a 3T scanner: an Early Visual (EV) and a dorsolateral pre-frontal cortex (DLPFC) voxel. MRS data were analysed with the LC-Model to quantify metabolite concentrations: GABA+, Glutamate, Glutamine and NAA. GABA+/NAA, Glu/NAA and MRS quality indices (SNR, CRLB, linewidth, tissue composition) were used for control analyses. 3. rs-fMRI data: Resting-state fMRI data were collected on a 3T scanner (2mm isotropic resolution). Data were pre-processed following the Human Connectome Project pipeline for multi-band data: motion correction, EPI-to-EPI coregistration, EPI-to-T1 coregistration, MNI normalisation, spatial smoothing, wavelet despiking, ICA denoising. rs-fMRI data were then used to test for functional connectivity correlations with behaviour and GABA+. 4. Brain maps: The zip folder contains brain masks for: (a) EV voxel (50% overlap across participants), (b) DLPFC voxel (50% overlap across participants), and (c) M1 mask (control region). The masks are in MNI space and are provided in .nii format (i.e. Nifti). For more information, please see the Jia_Frangou_Karlaftis_Ziminski_data_description.doc file.
DOI: 10.57702/jjyvdjs6
title: Domain-Specific Preference (DSP) set

description: We collect a domain-specific preference (DSP) dataset, which includes preferred responses for each given query from four practical domains.
DOI: 10.17863/cam.31933
title: Research Data and Further Information supporting "The HANDE-QMC project: open-source stochastic quantum chemistry from the ground state up"

description: This contains the input and output files used to generate the data in the figures and tables in the associated publication. Most files are in text-format, with some ion
DOI: 10.15468/dl.kfcxsy
title: Occurrence Download

description: A dataset containing 499 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Betula dahurica Pall."
 ]
}

 The dataset includes 499 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037635-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/xocsc0n3
title: LDC2020T02

description: Abstract Meaning Representation (AMR) Annotation Release 3.0.
DOI: 10.6084/m9.figshare.c.3597833_d6.v1
title: Additional file 6: Table S5. of Comprehensive analyses of tumor immunity: implications for cancer immunotherapy

description: Additional cancer-specific genes. (XLSX 990 kb)
DOI: 10.6084/m9.figshare.c.3597833_d7.v1
title: Additional file 10: Table S8. of Comprehensive analyses of tumor immunity: implications for cancer immunotherapy

description: HPCA cell index. (XLSX 43 kb)
DOI: 10.57702/0lpvtjja
title: COVID-19 data in India

description: The dataset used in the paper is COVID-19 data from India, including daily new cases, recoveries, and deaths, as well as population data and tourism data.
DOI: 10.6084/m9.figshare.c.3597833_d4.v1
title: Additional file 5: Table S4. of Comprehensive analyses of tumor immunity: implications for cancer immunotherapy

description: CT genes. (XLSX 60 kb)
DOI: 10.6084/m9.figshare.c.3597833_d3.v1
title: Additional file 4: Table S3. of Comprehensive analyses of tumor immunity: implications for cancer immunotherapy

description: Clinical reports on CD8 T cells. (XLSX 43 kb)
DOI: 10.6084/m9.figshare.c.3597833_d1.v1
title: Additional file 9: Table S7. of Comprehensive analyses of tumor immunity: implications for cancer immunotherapy

description: All statistical analysis. (XLSX 49 kb)
DOI: 10.6084/m9.figshare.c.3597761_d6.v1
title: Additional file 6: Table S2. of Cogena, a novel tool for co-expressed gene-set enrichment analysis, applied to drug repositioning and drug mode of action discovery

description: Results of drug repositioning for psoriasis based on CMap and NFFinder for GSE13355. The drug repositioning results by CMap and NFFinder are shown. (XLS 972Â kb)
DOI: 10.6084/m9.figshare.c.3597761_d5.v1
title: Additional file 3: Table S1. of Cogena, a novel tool for co-expressed gene-set enrichment analysis, applied to drug repositioning and drug mode of action discovery

description: Results of pathway analysis for psoriasis by GSEA, WGCNA and CTD for GSE13355. Pathways from the result of GSEA and pathways in CTD with â  psoriasisâ   as the enquiry are shown in this file, respectively. (XLS 82Â kb)
DOI: 10.57702/m0ypkmdc
title: Implicit Neural 3D Representation

description: Implicit neural 3D representation has achieved impressive results in surface or scene reconstruction and novel view synthesis, which typically uses the coordinate-based multi-layer perceptrons (MLPs) to learn a continuous scene representation.
DOI: 10.57702/o2zntv9p
title: NeRF-OSR

description: A new benchmark for outdoor scene relighting, containing eight sites photographed from 3240 views in 110 different sessions.
DOI: 10.6084/m9.figshare.c.3597710_d1.v1
title: Additional file 2: of Molecular characterization and functional analysis of barley semi-dwarf mutant Riso no. 9265

description: Table S2. Oligonucleotide sequences used in qRT-PCR assays. (XLS 17 kb)
DOI: 10.6084/m9.figshare.c.3597710_d2.v1
title: Additional file 1: of Molecular characterization and functional analysis of barley semi-dwarf mutant Riso no. 9265

description: Table S1. Primers used to detect flanking genes or sequences of HvGA20ox 2 . (XLS 18 kb)
DOI: 10.57702/3xdejnrp
title: PhotoTourism

description: A dataset for outdoor scene relighting, containing multi-view images of several sites.
DOI: 10.17863/cam.83551
title: Research data supporting 'Rapid Route-Finding for Bifurcating Organic Reactions'

description: This dataset contains: - Cartesian coordinates of all the optimised structures in the publication. Please see README document for more detailed information
DOI: 10.17863/cam.97131
title: Research data supporting "HotGestures: Complementing Command Selection and Use with Delimiter-Free Gesture-Based Shortcuts in Virtual Reality"

description: 1. The HotGestureData.zip contains a dataset used for training the recognizer in the HotGestures paper. The dataset consists of hand skeleton data of 10 gesture classes and the Null gesture class, collected from 8 participants. Each csv file is a gesture clip that records the trajectory of the 1) ABSOLUTE 3D position (x, y, z) and quaternion (x, y, z, w) of the wrist, and 2) positions and rotations of other joints RELATIVE to the wrist. Please read the markdown (.md) file for more details. 2. The HotGestureSource.zip contains the python source code of the recogniser. One can train this recognizer using the dataset above to implement the HotGestures.
DOI: 10.17863/cam.58046
title: Research data supporting "An in-plane photoelectric effect in two-dimensional electron systems for terahertz detection"

description: The zip file contains research data supporting the corresponding manuscript. It contains the photocurrent, photovoltage, and conductance measurements of the presented THz detector device. It also contains the theoretical dimensionless function J, which is proportional to the theoretically expected photocurrent in the in-plane photoelectric effect, calculated as a function of the left and right chemical potentials in units of the photon energy and derived at 0 K temperature for a macroscopically wide conducting channel. It contains the electron density vs. gate voltage measurements of the reference Hall bar device made from the same wafer as the THz detector device, and the simulated amplification of the x-component of the electric field by the bow-tie antenna. The "readme" file contains more details about the individual files.
DOI: 10.57702/4ozr0vxc
title: Blog1, Blog2, Citationv1, DBLPv7, and ACMv9

description: The datasets used in the paper are Blog1, Blog2, Citationv1, DBLPv7, and ACMv9.
DOI: 10.6084/m9.figshare.c.3597635_d1.v1
title: MOESM2 of Chromatin variation associated with liver metabolism is mediated by transposable elements

description: Additional file 2: Table S2. Counts of TEs in subfamilies.
DOI: 10.17863/cam.27056
title: Raw data: Advanced Materials: Single-Source Bismuth (Transition Metal) Polyoxovanadate Precursors for the Scalable Synthesis of Doped BiVO4 Photoanodes

description: Raw data: Spectroscopy and other characterisation data relating to single source precursors Photoelectrochemical measurements Electrochemical Impedance Spectroscopy
DOI: 10.57702/yyuu9y67
title: Exponential Family Mixture Model

description: The dataset used in this paper is a finite mixture model with a finite number of k components from a parametric statistical model P.
DOI: 10.57702/r7idi4t1
title: Optimal Disturbance Attenuation Approach with Measurement Feedback to Missile Guidance

description: The dataset used in the paper is a pursuit-evasion differential game using the Disturbance Attenuation approach. The dataset includes the state-space equations, cost functions, and optimal control strategies.
DOI: 10.6084/m9.figshare.c.3596813_d2.v1
title: Additional file 2: of Characterization of VP1 sequence of Coxsackievirus A16 isolates by Bayesian evolutionary method

description: Table S2. List of the 708 complete VP1 sequences of CVA16 strains available from GenBank which were selected to generate the CVA16 MCC. (XLSX 38Â kb)
DOI: 10.57702/9y0dwx45
title: AIDPS: Adaptive Intrusion Detection and Prevention System for Underwater Acoustic Sensor Networks

description: The proposed Adaptive Intrusion Detection and Prevention System (AIDPS) for Underwater Acoustic Sensor Networks (UW-ASNs) is a hybrid adaptive IDS and IPS system.
DOI: 10.6084/m9.figshare.c.3596765_d10.v1
title: Additional file 11: of IL-4 orchestrates STAT6-mediated DNA demethylation leading to dendritic cell differentiation

description: List of primers. (XLSX 14 kb)
DOI: 10.57702/nde90c8j
title: Intracranial EEG recordings with HFO detection

description: The dataset used in this paper is a collection of intracranial EEG recordings from epilepsy patients, with High Frequency Oscillations (HFOs) detected using a neuromorphic system.
DOI: 10.6084/m9.figshare.c.3596765_d7.v1
title: Additional file 2: of IL-4 orchestrates STAT6-mediated DNA demethylation leading to dendritic cell differentiation

description: List of hypomethylated and hypermethylated genes during MO to DC and MAC differentiation and maturation (&gt;2-fold or &lt;0.5-fold change; p
DOI: 10.17863/cam.17218
title: Data for Multi-dimensional photonic states from a quantum dot

description: Data for Multi-dimensional photonic states from a quantum dot
DOI: 10.57702/o5rzfj5z
title: bAbI dialog dataset

description: The bAbI dialog dataset consists of 5 different tasks, each of which has 1,000 synthetically-generated goal-oriented dialogs between a user and the system in the domain of restaurant reservation. Each dialog is as long as 96 utterances and comes with external knowledge base (KB) providing information of each restaurant.
DOI: 10.6084/m9.figshare.c.3596777_d4.v1
title: Additional file 8: of Target-site and non-target-site based resistance to the herbicide tribenuron-methyl in flixweed (Descurainia sophia L.)

description: Primer information for qRT-PCR validation. (XLSX 14Â kb)
DOI: 10.57702/hy4625pb
title: DSTC2 dialog dataset

description: The DSTC2 dialog dataset consists of 5 different tasks, each of which has 1,000 synthetically-generated goal-oriented dialogs between a user and the system in the domain of restaurant reservation. Each dialog is as long as 96 utterances and comes with external knowledge base (KB) providing information of each restaurant.
DOI: 10.57702/iinto45s
title: Spatio-temporal interaction model for crowd video analysis

description: The proposed framework for analyzing medium dense crowd videos at various levels.
DOI: 10.57702/h4gb3nzj
title: Paderborn University Bearing Dataset

description: The Paderborn University dataset is a vibration and motor current signal dataset used for bearing fault classification. It contains vibration and motor current signal data from 32 bearings with artificially induced single point faults.
DOI: 10.6084/m9.figshare.c.3596765_d1.v1
title: Additional file 6: of IL-4 orchestrates STAT6-mediated DNA demethylation leading to dendritic cell differentiation

description: Relationship between methylation and expression changes in MAC and DC differentiation. “Poised” genes are those undergoing DNA methylation changes at the differentiation stage and expression changes only at the activation stage. (XLSX 640 kb)
DOI: 10.17863/cam.11214
title: Research data supporting "Modelling focused electron beam induced deposition beyond Langmuir adsorption"

description: Data files supporting publication "Modelling focused electron beam induced deposition beyond Langmuir adsorption". The files included are: (1) multilayer_FEBID_solution_maps.nb (2) FEBID_Frequency_tool.xlsx File (1) Is a Wolphram Mathematica notebook, which is used to analytically solve the Multilayer FEBID model and generate normalized frequency maps where different regimes can be identified. This file was developed and tested using Version 11.0.0.0 of Wolphram Mathematica. File (2) is a Microsoft Excel Spreadsheet which can be used to calculate characteristic FEBID frequencies as a function of experimental parameters. This file was developed using the Package Microsoft Office 2016.
DOI: 10.57702/5xyoooh6
title: NASA's Solar Images Dataset

description: A spectral dataset of size 128 × 128 × 3 (3 EUV wavelengths between 33.3 − 33.5 nm with 0.1 nm interval) constructed from NASA’s database of solar images.
DOI: 10.57702/baopjbuc
title: Threads Dataset

description: A spectral dataset of size 256 × 256 × 16 (16 wavelengths between 510 − 660 nm with 10 nm interval) taken from online spectral database referred as Threads.
DOI: 10.57702/s15wcex2
title: Individual Text Corpora Predict Openness, Interests, Knowledge and Level of Education

description: Individual text corpora (ICs) were generated from 214 participants with a mean number of 5 million word tokens.
DOI: 10.57702/6djc0zno
title: FSVG dataset

description: The FSVG dataset is created by collecting and labeling an enormous amount of data from videogames such as GTAV and The Witcher 3. It includes densely labeled depth, optical flow, and pixel-wise albedo values.
DOI: 10.57702/hlj3o4i9
title: CEC2013 Benchmark Functions

description: The dataset used in this paper is the CEC2013 benchmark functions.
DOI: 10.6084/m9.figshare.c.3595961_d2.v1
title: Additional file 5: of Metagenome-scale analysis yields insights into the structure and function of microbial communities in a copper bioleaching heap

description: Detailed information of CDSs associated with microbial carbon fixation, nitrogen metabolism, sulfur metabolism and ferrous iron oxidation in metagenome dataset. (XLSX 26 kb)
DOI: 10.57702/smxq98ug
title: MonoSelfRecon

description: MonoSelfRecon: Purely Self-Supervised Explicit Generalizable 3D Reconstruction of Indoor Scenes from Monocular RGB Views
DOI: 10.6084/m9.figshare.c.3595919_d3.v1
title: Additional file 3: Table S2. of Transcriptomic data from panarthropods shed new light on the evolution of insulator binding proteins in insects

description: NCBI accession numbers of transcriptome and genome data. (XLS 35 kb)
DOI: 10.6084/m9.figshare.c.3595919_d1.v1
title: Additional file 2: Table S1. of Transcriptomic data from panarthropods shed new light on the evolution of insulator binding proteins in insects

description: BUSCO assessment of the 1KITE transcriptomes. (XLS 21 kb)
DOI: 10.17863/cam.11959
title: Raw data for "Spin order and phase transitions in chains of polariton condensates"

description: format: HDF5 datasets.
DOI: 10.17863/cam.54529
title: Carbon GAP 20

description: The data contains the Gaussian Approximation Potential (GAP) interatomic potential for carbon. Also contains the DFT training data that the potential was fit to. The folder "Carbon_GAP_20.tgz" contains the following folders and files. Carbon_GAP_20 -&gt; Folder containing the XML files for the GAP-20 machine learning Carbon model Carbon_Training_Set_Total.xyz -&gt; All of the training data generated in the construction of GAP-20 (approximately 17,000 configurations) Carbon_GAP_20_Training_Set.xyz -&gt; The selection of training configurations used to fit GAP-20 r6_innercut.xml -&gt; XML file containing the semianalytical 2b potential Example_Job -&gt; Example job files for running a GAP-20 simulation in LAMMPS.
DOI: 10.57702/66m7br7z
title: SoC3

description: The dataset used in this paper is a set of communication behavior of four single-core LEON3 IPs that are linked with each other and other IPs like AES, ethernet, memctrl, BasicRSA, RS23s modules, using AMBA 2.0 bus.
DOI: 10.57702/k2c5jpf2
title: Scaffold: Stochastic Controlled Averaging for Federated Learning

description: Federated learning has emerged as an important paradigm in modern large-scale machine learning. Unlike in traditional centralized learning where models are trained using large datasets stored in a central server, in federated learning, the training data remains distributed over a large number of clients, which may be phones, network sensors, hospitals, or alternative local information sources.
DOI: 10.57702/6j7zwxul
title: i-LID MCTS dataset

description: The i-LID MCTS dataset contains 274 group images for 64 groups.
DOI: 10.57702/aqkcbthm
title: Road Group dataset

description: The Road Group dataset consists of 162 group pairs taken from a 2-camera crowded road scene.
DOI: 10.6084/m9.figshare.c.3639749_d6.v1
title: Additional file 2: Table S2. of Differential expression of the Nrf2-linked genes in pediatric septic shock

description: List of Nrf2-linked gene probes (n =281) corresponding to 178 unique genes differentially regulated between subjects with septic shock and healthy controls. (XLSX 35 kb)
DOI: 10.6084/m9.figshare.c.3639749_d5.v1
title: Additional file 6: Table S6. of Differential expression of the Nrf2-linked genes in pediatric septic shock

description: List of network genes shown in Fig.Â 4. (XLSX 10 kb)
DOI: 10.6084/m9.figshare.c.3639749_d1.v1
title: Additional file 5: Table S5. of Differential expression of the Nrf2-linked genes in pediatric septic shock

description: List of network genes shown in Fig.Â 3. (XLSX 12 kb)
DOI: 10.6084/m9.figshare.c.3639749_d3.v1
title: Additional file 3: Table S3. of Differential expression of the Nrf2-linked genes in pediatric septic shock

description: List of network genes shown in Fig.Â 1. (XLSX 13 kb)
DOI: 10.57702/zdcedovf
title: Bézier Flow: a Surface-wise Gradient Descent Method for Multi-objective Optimization

description: The dataset used in this paper is a multi-objective optimization problem, specifically a simplicial problem. It is a problem to seek a solution which minimizes (or maximizes) multiple objective functions f1,..., fM : X → R simultaneously over a domain X ⊆ RL.
DOI: 10.6084/m9.figshare.c.3639749_d4.v1
title: Additional file 1: Table S1. of Differential expression of the Nrf2-linked genes in pediatric septic shock

description: List of Nrf2-linked genes (n =267) used in the focused analysis. The 267 genes correspond to 566 gene probes on the Human Genome U133 Plus 2.0 GeneChip. The functional link is provided for each gene. (XLSX 42 kb)
DOI: 10.6084/m9.figshare.c.3639749_d2.v1
title: Additional file 4: Table S4. of Differential expression of the Nrf2-linked genes in pediatric septic shock

description: List of Nrf2-linked gene probes (n =138) corresponding to 92 unique genes differentially regulated between septic shock endotypes A and B subjects. (XLSX 20 kb)
DOI: 10.57702/n6ig989o
title: UniHPF: Universal Healthcare Predictive Framework

description: The UniHPF dataset is a collection of Electronic Health Records (EHRs) from various hospitals, including MIMIC-III, MIMIC-IV, and eICU.
DOI: 10.57702/evhkm6ic
title: Convex Optimization with Unbounded Nonconvex Oracles using Simulated Annealing

description: The dataset is used to test the algorithm for minimizing a convex objective function with noisy oracle.
DOI: 10.17863/cam.82239
title: Supporting data for: "Induced Birefringence in 3D Printing: Concealing Information Optically Within Printed Objects"

description: Supporting data for relevant figures within Induced Birefringence in 3D Printing: Concealing Information Optically Within Printed Objects. The deposited files contain the raw data, specifically measurements of thickness and retardation, used to calculate the birefringence values reported in Figures 2,3,4 and 7. Print speed is as defined in the GCODE for each print, given in mm min-1. The extrusion factor is defined as the ratio of material extruded to print length (see manuscript for further details). The layer separation is defined as the programmed PLLA layer height defined in the GCODE script. Thickness values are reported in m and were measured using light microscopy under 10x zoom. Each printed line was cut to produce three small (approximately 3mm in length) samples. Samples were mounted onto card and orientated perpendicular to the lens to find the sample thickness. Retardation measurements were collected by eye in transmission mode using white light with a polarised light petrological microscope, with an inserted Ehringhaus compensator. Samples were taped to a glass microscope slide, and the compensator was rotated until extinction was observed. The value on the compensator was compared to a look up table provided by Zeiss. For each print condition, retardation data was collected, as with the thickness values, from three approximately evenly spaced points along the length of the sample. The birefringence values are calculated by dividing the retardation, given in m, by the thickness, given in m. The standard deviation of the thickness and retardation were used to find the reported error values.
DOI: 10.57702/glr6253d
title: CNN-based explanation ensembling

description: Explainable Artificial Intelligence has gained significant attention due to the widespread use of complex deep learning models in high-stake domains such as medicine, finance, and autonomous cars. This research manuscript explores the potential of ensembling explanations generated by deep classification models using convolutional models.
DOI: 10.6084/m9.figshare.c.3662366_d777
title: Full body CT scan of a Squatina africana (ZMA.PISC.108696)

description: This file includes 2016 DICOM files of a female Squatina africana specimen housed in the spirit collection of Naturalis Biodiversity Center, Leiden, the Netherlands with registrationnumber ZMA.PISC.108696. The specimen is scanned in a medical CT scanner (Toshiba Aquilion 64) at the Leiden University Medical Center, the Netherlands at 100 kV and 150 mAs with a slice thickness of 0.5 mm.