cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.6816128
title: Characterizing Measures for the Assessment of Cluster Analysis and Community Detection

description: Description. The dataset is constituted of:



`figs.zip`: an archive containing the plot files;

`data&results.zip`: an archive containing the necessary data to perform our analysis, as well as result files.


These are the resources used in the following articles:



N. Arınık, V. Labatut and R. Figueiredo, "Characterizing measures for the assessment of cluster analysis and community detection", Modèles & Analyse des Réseaux : Approches Mathématiques & Informatiques (MARAMI), 2020. ⟨hal-02993542⟩

N. Arınık, R. Figueiredo, and V. Labatut, “Characterizing and comparing external measures for the assessment of cluster analysis and community detection,” IEEE Access 9:20255–20276, 2021. DOI: 10.1109/access.2021.3054621 ⟨hal-03124118⟩


Source code. The associated source code is available on GitHub: https://github.com/CompNet/ExtMeasEval

Citation. If you use these data, please cite the paper [2].

@Article{Arinik2021,  author    = {Arınık, Nejat and Figueiredo, Rosa and Labatut, Vincent},  title     = {Characterizing and Comparing External Measures for the Assessment of Cluster Analysis and Community Detection},  journal   = {IEEE Access},  year      = {2021},  volume    = {9},  pages     = {20255-20276},  doi       = {10.1109/access.2021.3054621},}
DOI: 10.17632/cm8tsd4d9v.1
title: Public Anxiety Around Monkeypox Outbreak: Detecting Emotional Distress From Bangla Instagram Posts

description: This dataset introduces a novel collection of Instagram posts related to Monkeypox, focusing on anxiety detection in Bangla language. Due to the scarcity of publicly available data on Monkeypox reactions in Bangla, around 2,000 posts, including 638 Bangla posts and 1,362 English posts (translated into Bangla), were gathered from hashtags like #Monkeypox, #Mpox, and others. The posts, published between January and July 2024, were labeled into two classes—non-anxiety and anxiety—verified by professional psychologists. The final dataset contains 791 anxiety samples and 783 non-anxiety samples, offering a balanced resource for further research.
DOI: 10.17632/rnnkp8rsyr.1
title: The changes in the I-V characteristics of LV MOV

description: Current pulses with the shape of 8/20 were injected into the sample (MOV). The changes in the I-V characteristics of low voltage ZnO varistor after sequences of high current stress were measured.
DOI: 10.17632/rnnkp8rsyr.2
title: The changes in the I-V characteristics of LV MOV

description: Current pulses with the shape of 8/20 were injected into the sample (MOV). The changes in the I-V characteristics of low voltage ZnO varistor after sequences of high current stress were measured.
DOI: 10.17632/9rwnnt9t9n.1
title: Measurement of dielectric loss factor and capacity on high voltage glass and silicon rubber insulating material

description: A series of experiments were performed to measure the capacitance and dielectric loss factor of glass insulators and polymer surge arresters at different relative humidity levels from 40% to 90%. The surfaces of the samples were subjected to four different levels of contamination. A conductive copper tape was attached to the surface of the glass insulator, which served as the measuring electrode.
HIOKI LCR meter IM3533-1 was used to measure capacitance and dielectric loss factor. The dielectric loss factor and capacity, as measured across a frequency range from 1 Hz to 200 kHz, demonstrate a correlation with contamination and the humidity levels.
DOI: 10.57967/hf/3166
title: Maths-College
DOI: 10.57967/hf/3167
title: Maths-Grade-School
DOI: 10.17632/x98kpjvxxg.1
title: Sugarcane Plant Disease Dataset of Assam

description: This dataset will be the first open access dataset on the diseases of sugarcane plants from Assam. Since, Assam produces and exports sugarcane, so a this dataset can be used for timely detection of diseases and their prevention. It can greatly benefit researchers, farmers amongst others who work on increasing the crop production. The data have been collected from different fields of Assam and have been transformed into a reliable dataset.
DOI: 10.17632/sbbm87s638.1
title: Blood Supply Logistics Optimization Delhi Data

description: This dataset contains the logistics data used for optimizing blood supply chains in a network of hospitals located in Delhi. The data focuses on drone routing for blood bag deliveries, aimed at improving healthcare logistics efficiency. The dataset consists of 10 Excel files, each containing data from 20 hospitals to 100 hospitals. Additionally, there is a main dataset that includes logistics data for 25 hospitals.

Each Excel file includes the following key variables:

Hospital ID: A unique identifier for each hospital in the network.
Geographical Coordinates (Latitude, Longitude): The specific locations of each hospital.
Demand for Blood Bags: The quantity of blood bags requested by each hospital.

The purpose of this dataset is to support the development and testing of optimization algorithms (e.g., Nearest Neighbor, Genetic Algorithm, Simulated Annealing, and HybridNGS) for the Drone Routing Problem (DRP). These algorithms are designed to minimize the total travel distance, operational costs, and number of drones used, while ensuring timely delivery of blood bags to hospitals.

This dataset is essential for researchers and practitioners in the fields of healthcare logistics, supply chain management, and optimization, providing real-world data for testing routing algorithms under various logistical constraints.
DOI: 10.17632/d28fbzvgrp.1
title: Tackling postharvest tomato losses in Uganda using a passive cooling blanket

description: In Sub-Saharan Africa, over 40% of fruits and vegetables are lost between farm and consumer. Cooling produce after harvest is key to reducing these losses. Evaporative passive cooling offers a promising solution, especially for smallholder farmers in low- and middle-income countries, but challenges related to cost, scalability, and complexity limit its adoption. To address these challenges, it was developed the charcoal cooling blanket (CCB), an affordable and scalable solution. In a pilot study on Uganda’s tomato supply chain, we tested the CCB against natural shade, aiming to improve tomato storage and transportation. We also evaluated pre-harvest factors such as ripening stage and irrigation scheduling, along with postharvest attributes like weight, firmness, color, soluble solids content (SSC), and acidity. The CCB reduced the average ambient temperature by 1.5°C, with a maximum reduction of up to 20°C during the hottest periods. Relative humidity increased by 10%, reducing tomato shriveling. Storage using the CCB led to up to 10% less weight loss, 20% less firmness loss, slower color change, and a 4% increase in the SSC/pH ratio compared to ambient conditions. Moderate water stress during cultivation, combined with CCB storage, reduced weight loss in green tomatoes by 17%. Overall, the CCB increased the quality index and shelf life of tomatoes by up to 60%. The CCB has shown significant potential in reducing postharvest losses, making it a viable option for preserving fresh produce and improving food security in low- and middle-income countries.
DOI: 10.17632/mfwb2dfck7.1
title: SUPPLEMENTARY MATERIALS - SYNTHESIS OF ZEOLITE-GEOPOLYMER COMPOSITES ORIGINATING FROM DIATOMACEOUS EARTH: CHARACTERIZATION AND EVALUATION OF THE ADSORPTIVE POTENTIAL

description: This file contains supplementary data relating to the research
DOI: 10.25413/sun.25378675
title: Measured and computed IMU readings on the SA Agulhas II - SCALE Winter Cruise 2019

description: Ship motion is measured by accelerometers in a specific array installed on the SA Agulhas II, South Africa's polar supply and research vessel, that enables the computation of translational acceleration and relative rotational velocity and acceleration at points of interest on board beyond the array measurement locations. Measurements in the dataset are stored in 5-minute batches with a 10 Hz sample rate at the locations and orientations detailed in the associated readme file in the data collection, such as the starboard Steering Gear Room. This dataset is a down-sampled subset of acceleration measurements sampled at 2048 Hz during the SCALE Winter Cruise of 2019.
DOI: 10.25413/sun.25378675.v2
title: Measured and computed IMU readings on the SA Agulhas II - SCALE Winter Cruise 2019

description: Ship motion is measured by accelerometers in a specific array installed on the SA Agulhas II, South Africa's polar supply and research vessel, that enables the computation of translational acceleration and relative rotational velocity and acceleration at points of interest on board beyond the array measurement locations. Measurements in the dataset are stored in 5-minute batches with a 10 Hz sample rate at the locations and orientations detailed in the associated readme file in the data collection, such as the starboard Steering Gear Room. This dataset is a down-sampled subset of acceleration measurements sampled at 2048 Hz during the SCALE Winter Cruise of 2019.
DOI: 10.25413/sun.25378675.v1
title: Measured and computed IMU readings on the SA Agulhas II - SCALE Winter Cruise 2019

description: Ship motion is measured by accelerometers in a specific array installed on the SA Agulhas II, South Africa's polar supply and research vessel, that enables the computation of translational acceleration and relative rotational velocity and acceleration at points of interest on board beyond the array measurement locations. Measurements in the dataset are stored in 5-minute batches with a 10 Hz sample rate at the locations and orientations detailed in the associated readme file in the data collection, such as the starboard Steering Gear Room. This dataset is a down-sampled subset of acceleration measurements sampled at 2048 Hz during the SCALE Winter Cruise of 2019.
DOI: 10.15468/dl.7n9b5x
title: Occurrence Download

description: A dataset containing 22475 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "DatasetKey is one of (EOD – eBird Observation Dataset, National Biodiversity Data Bank. Observation records, 1900-2014, Global Raptor Impact Network (GRIN) data on raptor observations in Kenya for the period 2013-2021)",
 "TaxonKey is Polemaetus bellicosus (Daudin, 1800)"
 ]
}

 The dataset includes 22475 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036512-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/wkwpzmr29r.1
title: Calculation of Tilting Pad Bearing Forces

description: In the field of rotor dynamics, developing dynamic models is essential for analyzing the vibrations
of different types of machines under various operating conditions. These models enable early fault
detection and facilitate predictive maintenance, thus extending the system’s lifespan and reducing
unplanned downtime. However, modeling vertical rotors presents additional challenges. Unlike hori-
zontal rotors, the shaft position in vertical rotors constantly varies, complicating numerical simulations.
Furthermore, in the case of tilting-pad bearings, which are most commonly used in this configuration,
no model is available that accurately estimates the hydrodynamic forces, which significantly influence
rotor motion.
In this study, a new methodology was developed to determine the dynamic behavior of a vertical
rotor. To achieve this, a new model was proposed to describe the dynamic behavior of tilting-pad bea-
rings. Expressions were formulated to calculate the hydrodynamic force in these bearings based on
the geometry and fluid behavior. A formula was developed to determine the oil film thickness, allowing
for a more accurate solution of the Reynolds equation.
DOI: 10.5281/zenodo.13866271
title: Term structure of interest rate and macro economy: an empirical study on selected emerging countries sovereign bond
DOI: 10.5281/zenodo.13866272
title: Term structure of interest rate and macro economy: an empirical study on selected emerging countries sovereign bond
DOI: 10.5517/ccdc.csd.cc2bj5pr
title: CCDC 2160504: Experimental Crystal Structure Determination

description: Related Article: M.L. Chodkiewicz, R. Gajda, B. Lavina, S. Tkachev, V.B. Prakapenka, P. Dera, K. Wozniak|2022|IUCrJ|9|573|doi:10.1107/S2052252522006662
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25413/sun.26369752
title: Measured and computed IMU readings on the SA Agulhas II - SCALE Winter Cruise 2022

description: Ship motion is measured by accelerometers in a specific array installed on the SA Agulhas II, South Africa's polar supply and research vessel, that enables the computation of translational acceleration and relative rotational velocity and acceleration at points of interest on board beyond the array measurement locations. Measurements in the dataset are stored in 5-minute batches with a 10 Hz sample rate at the locations and orientations detailed in the associated readme file in the data collection, such as the starboard Steering Gear Room. This dataset is a down-sampled subset of acceleration measurements sampled at 2048 Hz during the SCALE Winter Cruise of 2022.
DOI: 10.25413/sun.26369752.v1
title: Measured and computed IMU readings on the SA Agulhas II - SCALE Winter Cruise 2022

description: Ship motion is measured by accelerometers in a specific array installed on the SA Agulhas II, South Africa's polar supply and research vessel, that enables the computation of translational acceleration and relative rotational velocity and acceleration at points of interest on board beyond the array measurement locations. Measurements in the dataset are stored in 5-minute batches with a 10 Hz sample rate at the locations and orientations detailed in the associated readme file in the data collection, such as the starboard Steering Gear Room. This dataset is a down-sampled subset of acceleration measurements sampled at 2048 Hz during the SCALE Winter Cruise of 2022.
DOI: 10.5525/gla.researchdata.1702
title: Ecological opportunity leads to higher diversity and probability of trophic specialisation in Arctic charr
DOI: 10.15468/dl.84f6tm
title: Occurrence Download

description: A dataset listing the 38915 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "BasisOfRecord is one of (Human Observation)"
 ]
}

 The dataset's 38915 records were derived from 433 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036500-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmjqc4
title: Occurrence Download

description: A dataset containing 8053 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caviidae"
 ]
}

 The dataset includes 8053 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002258-150504100648427/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ypbf9s
title: Occurrence Download

description: A dataset containing 62399 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pycnonotus taivanus Styan, 1893"
 ]
}

 The dataset includes 62399 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046463-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fhujhr
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Guatteria augusti Diels"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034645-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cam0ew
title: Occurrence Download

description: A dataset containing 351 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mycteroperca bonaci (Poey, 1860)"
 ]
}

 The dataset includes 351 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002258-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nbtpdc
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Monolepta hieroglyphica (Motsuchulsky, 1858)"
 ]
}

 The dataset includes 21 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045493-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pvu4qf
title: Occurrence Download

description: A dataset containing 245 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((123 23,155 23,155 47,123 47,123 23))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Laurales",
 "Year 1941-1950"
 ]
}

 The dataset includes 245 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045399-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pcoxph
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ravenea krociana Beentje"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002258-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ymbcqe
title: Occurrence Download

description: A dataset containing 478 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Ecuador",
 {
 "and" : [
 "Country is Ecuador",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "Country is one of (Ecuador)",
 "TaxonKey is one of (Phytelephas aequatorialis Spruce)",
 "Continent is one of (South America)",
 {
 "not" : {
 "Issue" : [
 "is one of (Country coordinate mismatch)"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 478 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046242-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aa74mz
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Magnolia lotungensis Chun & C.H.Tsoong"
 ]
}

 The dataset includes 19 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0342485-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.63kbma
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rodriguezia chimorensis Dodson & R.Vásquez"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191338-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0olvmp
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Donax trunculus Linnaeus, 1758",
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 80 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002258-150831095807960/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nzizdh
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cymodocea angustata Ostenf."
 ]
}

 The dataset includes 32 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021855-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.un79q9
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "InstitutionKey is ea90fdb2-e930-4044-bfea-4f7d877fe7d5",
 {
 "and" : [
 "RecordedBy is one of (e.j. taquet)",
 "TypeStatus is one of (Holotype, Lectotype, Neotype, Isotype, Syntype, Paratype, Topotype)"
 ]
 }
 ]
}

 The dataset includes 33 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046462-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ev5civ
title: Occurrence Download

description: A dataset containing 96938981 species occurrences available in GBIF matching the query:
{
 "BasisOfRecord" : [
 "is Observation"
 ]
}

 The dataset includes 96938981 records from 1202 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002258-150912100344238/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.csaei3
title: Occurrence Download

description: A dataset containing 66594 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cymodocea serrulata (R.Br.) Asch. & Magnus"
 ]
}

 The dataset includes 66594 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021864-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knrseb
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Basselinia favieri H.E.Moore",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002258-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v8k2kh
title: Occurrence Download

description: A dataset containing 252 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acosmium cardenasii H.S.Irwin & Arroyo"
 ]
}

 The dataset includes 252 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046459-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.