cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/wy24m7y7tb.1
title: Repository: Dataset of Radar Detections and Camera Images with a Radar-Based Algorithm for Vehicle Trailer Rotation Estimation

description: Experimental Apparatus and Data Collection: Two radars and a camera are installed in the taillight fixtures and at the rear gate of a truck mock-up, respectively. A flatbed trailer is rotated about the truck's hitch ball. The ground truth measurements of the trailer's rotation are measured with a rotary motion sensor installed at the hitch ball. Multisensor data (detections from both radars, camera images, and the ground truth trailer angle measurements) is collected during the trailer's rotation. Dataset Purpose: The radar detections and/or camera images are used to estimate the trailer's rotation. The estimates can be assessed for performance with respect to the provided ground truth angles. These two MATLAB programs are also provided. 1. A visualizer of the multisensor data as the trailer rotates. 2. An implementation of a trailer angle estimation algorithm that uses only the radar detections from the dataset. The program is provided to reproduce the results reported in [1]. The dataset and the algorithm's implementation do not represent a particular standard or certification by the project's sponsor. --- [1] K. T. Olutomilayo, M. Bahramgiri, S. Nooshabadi, J. Oh, M. Lakehal-Ayat, D. Rogan, D. R. Fuhrmann, Trailer angle estimation using radar point clouds, Under Review (SIGPRO-D-21-00334): Elsevier, Signal Proc. J. (2021).
DOI: 10.17632/5txxwj2g6b.3
title: Data for: Permutation Flow Shop Scheduling with Multiple Lines and Demand Plans Using Reinforcement Learning

description: Description of dataset This repository contains the datasets used in our study "Permutation Flow Shop Scheduling with Multiple Lines and Demand Plans Using Reinforcement Learning". The repository provides three datasets. The main dataset in the folder data contains 1050 problem instances for the multi-line permutation flow shop problem. The dataset extends the dataset introduced by Taillard (1993) to multiple production lines and demand plans. The processing times were sampled from the uniform interval [1,99]. In addition, we sampled the demand plans from a multinomial distribution with equal probability for each job type, which leads to rather balanced demand plans. The folders data_lin and data_exp each contain 150 problem instances with more imbalanced demand plans, where the probabilities of each job type decrease linearly or exponentially. However, the quantity to be produced for each job type is greater than zero. Dataset structure Each dataset of the main study is structured in 15 subfolders. Each folder contains problem instances for a combination of layout and processing time variation. Folder name notation: Tai_PFSP_L_<b> A: Number of production lines (1-3) B: Processing time variation (1-5) All of these folders contain 70 problem instances. A problem file is a combination of the problem layout (sequence length, number of machines and stations) and the demand plan variation. The processing times are fixed for one problem characteristic, but the ten demand plans are different. File name notation: t____.mix C: Number of production lines (1-3) D: Identifier of the layout (1-7) E: Sequence length (20,100,500) F: Number of machines per line (5,10,20) G: Number of job types (5,10,20) H: Number of demand plan variation (1-10) Each file represents a different problem in text format with the following notation: Line 1: Demand plan Line 2: Layout Type Line 3: Number of machines Line 4: Number of machines per line Line 5: Number of total machines with synchronization machine Line 6: Number of job types Line 7-end: Processing times in matrix form for machines (rows) and job types (columns)</b>
DOI: 10.6084/m9.figshare.14709899.v1
title: Odoardo Beccari’s Malesian herbarium in Florence: the disclosure of a hidden treasure. 1. Zingiberales

description: Odoardo Beccari was one of the most important Italian naturalists in the second half of the 19th century, and a pioneer in Southeast Asia wildlife exploration. His Malesian Herbarium, kept in Florence, with more than 16,000 of <i>exsiccata</i> and hundreds of type specimens, represents the main legacy of his travels and scientific activity. While the 100th anniversary of his death was approaching, we decided to start an in-depth inventory and study of such a fundamental collection, aimed to provide an exhaustive account of its content to the scientific community, to trace every referenced type specimen and to select the lectotypes when still lacking. The present contribution, which must be intended as the first of a hopefully long series, is dedicated to the Zingiberales, one of the most diverse angiosperm groups within the Malesian area. A total of 83 original specimens were found, for which 73 new names had been published, and 40 new lectotypes are designated here. Supplemental data for this article is available online at https://doi.org/10.1080/11263504.2021.1918786.
DOI: 10.17632/2bvfgnvdgs.1
title: Entropy-aware Energy-efficient Virtual Machine Placement in Cloud Environments Using Type Information

description: Virtual machine placement (VMP) falls in the category of NP-hard knapsack problems. To overcome the time complexity of the problem, the use of heuristic and metaheuristic methods has attracted the attention of many researchers. In this paper, for the first time, we use an entropy-based method for VMP. The proposed method tries to place the VMs on physical machines by leveraging type information to minimize entropy. For this purpose, we use one of the most common entropy criteria called the Gini coefficient. We then solve the multi-objective problem with the non-dominant genetic sorting algorithm (NSGA-III). The simulation results on the CloudSim simulator along with statistical analysis show that the entropy-based method has a significant improvement over the state-of-the-art methods in terms of performance criteria such as utilization, resource wastage, and energy consumption.
DOI: 10.17632/hh8t8ypf4z.1
title: Understanding the Acceptance of Cloud Productivity Tools by End Users

description: Dataset used in the article: Understanding the Acceptance of Cloud Productivity Tools by End Users
DOI: 10.17632/vw94rkbx75.2
title: Systematics of detrital zircon grains from Cambrian-Lower Devonian rocks of the Moroccan Mesetas

description: Supplementary data of the paper "Systematics of detrital zircon grains from Cambrian-Lower Devonian rocks of the Moroccan Mesetas", submitted to Geoscience Frontiers. A. Selection of cathodoluminescence images B. Analytical methods C. U-Pb data D. Hf data
DOI: 10.17632/59t6fvd355.2
title: Consensus driven by a minority in heterogenous groups of the cockroach Periplaneta americana

description: Many social species are able to perform collective decisions and reach consensus. However, how the interplay between social interactions, the diversity of preferences among the group members and the group size affects these dynamics is usually overlooked. The collective choice between odourous and odourless shelters is tested for three groups of social cockroaches (Periplaneta americana) which are solitary foragers: naïve (individuals preferring the odorous shelter); conditioned (individuals without preference); and mixed (combining, unevenly, conditioned and naïve individuals). The robustness of the consensus is not affected by the naïve individuals’ proportion, but its rate and the selection frequency of the odorous shelter are correlated to this proportion. In mixed groups, the naïve individuals act as influencers. Simulations based on the mechanisms highlighted in our experiments predict that the consensus emerges only for intermediate group sizes. The universality of these mechanisms suggests that such phenomena are widely present in social systems.
DOI: 10.17632/p57m4yxygk.1
title: Kriging-based optimization of FG structures

description: Dataset generated using a Sequential Approximate Optimization algorithm implemented in an in-house program written in C++ called BIOS (Bio-inspired Optimization System). Numerical examples are described on paper "Kriging-based Optimization of Functionally Graded Structures" published on Structural and Multidisciplinary Optimization journal.
DOI: 10.17632/d7b8w68x3x.1
title: "Experimental Assessment of Laminated Material Anisotropic Thermal Conductivity" Experimental Data

description: Experimental data for the assessment of anisotropic thermal conductivity of the Celeron C-1001 material. Please refer to the article "Experimental Assessment of Laminated Material Anisotropic Thermal Conductivity" submitted to the International Communications in Heat and Mass Transfer.
DOI: 10.17632/xbcr9pgwx7.1
title: Particulate material in the air (PM2.5), light (UV-B and PAR), heat content, littoral and pelagic metabolism estimates in Castle Lake (California, USA) 2016 and 2018.

description: Data and code used for our study entitled "Habitat specific responses in lake metabolism to smoke from wildfire: toward a conceptual understanding". The metadata file within the folder "Repository" includes general study design, methods description, quality control, description of the variables in the .csv files, temporal coverage of the study. For more information contact Dr. Facundo Scordo (scordo@agro.uba.ar) or Dr. Sudeep Chandra (sudeep@unr.edu )
DOI: 10.6084/m9.figshare.14709899
title: Odoardo Beccari’s Malesian herbarium in Florence: the disclosure of a hidden treasure. 1. Zingiberales

description: Odoardo Beccari was one of the most important Italian naturalists in the second half of the 19th century, and a pioneer in Southeast Asia wildlife exploration. His Malesian Herbarium, kept in Florence, with more than 16,000 of <i>exsiccata</i> and hundreds of type specimens, represents the main legacy of his travels and scientific activity. While the 100th anniversary of his death was approaching, we decided to start an in-depth inventory and study of such a fundamental collection, aimed to provide an exhaustive account of its content to the scientific community, to trace every referenced type specimen and to select the lectotypes when still lacking. The present contribution, which must be intended as the first of a hopefully long series, is dedicated to the Zingiberales, one of the most diverse angiosperm groups within the Malesian area. A total of 83 original specimens were found, for which 73 new names had been published, and 40 new lectotypes are designated here. Supplemental data for this article is available online at https://doi.org/10.1080/11263504.2021.1918786.
DOI: 10.25449/ruspsydata.14709870
title: Academic Achievements of University Students in Blended and Online E-Courses in Mathematical Methods in Psychology

description: The article presents a comparative analysis of the academic achievements of students (N = 809) who completed e-courses in mathematical methods in psychology by means of blended learning (N = 404) and online learning (N = 405). The research was carried out at the Moscow State University of Psychology and Education in 2019-2020
DOI: 10.25449/ruspsydata.14709870.v1
title: Academic Achievements of University Students in Blended and Online E-Courses in Mathematical Methods in Psychology

description: The article presents a comparative analysis of the academic achievements of students (N = 809) who completed e-courses in mathematical methods in psychology by means of blended learning (N = 404) and online learning (N = 405). The research was carried out at the Moscow State University of Psychology and Education in 2019-2020
DOI: 10.6084/m9.figshare.14135144.v2
title: muliti-scale daily SPI dataset over the Mainland China from 1961-2018

description: Our drought dataset serves as a unique resource with daily resolution to a variety of research communities including meteorology, geography, and natural hazard studies. The daily SPI dataset developed is free, open and persistent publicly available from this study.
DOI: 10.5281/zenodo.4889439
title: Evaluation set DCASE 2021 task 4 (for submissions)

description: This repo contains the dataset to download to submit results and be evaluated in task 4 of DCASE 2021. Please, check the submission package in order to follow the instruction to have a submission.
DOI: 10.5281/zenodo.4889777
title: MEDDOPROF corpus: test set

description: The MEDDOPROF Shared Task tackles the detection of occupations and employment statuses in clinical cases in Spanish from different specialties. Systems capable of automatically processing clinical texts are of interest to the medical community, social workers, researchers, the pharmaceutical industry, computer engineers, AI developers, policy makers, citizen’s associations and patients. Additionally, other NLP tasks (such as anonymization) can also benefit from this type of data. MEDDOPROF has three different sub-tasks: <strong>1) MEDDOPROF-NER</strong>: Participants must find the beginning and end of occupation mentions and classify them as PROFESION (PROFESSION), SITUACION_LABORAL (WORKING_STATUS) or ACTIVIDAD (ACTIVIDAD). <strong>2) MEDDOPROF-CLASS: </strong>Participants must find the beginning and end of occupation mentions and classify them according to their referent (PACIENTE [patient], FAMILIAR [family member], SANITARIO [health professional] or OTRO [other]). <strong>3) MEDDOPROF-NORM</strong>: Participants must find the beginning and end of occupation mentions and normalize them according to a reference codes list. This repository hosts the 344 files that make up the test set. ONLY the text files to be used for the evaluation phase have been uploaded. The Gold Standard annotations will be included once the evaluation phase is over. <strong>Resources:</strong> - Web - Training Data - Codes Reference List (for MEDDOPROF-NORM) - Annotation Guidelines MEDDOPROF is part of the IberLEF 2021 workshop, which is co-located with the SEPLN 2021 conference. For further information, please visit https://temu.bsc.es/meddoprof/ or email us at encargo-pln-life@bsc.es MEDDOPROF is promoted by the Plan de Impulso de las Tecnologías del Lenguaje de la Agenda Digital (Plan TL).
DOI: 10.5258/soton/d1589
title: All raw torque rheometer data for coated discs before and after marine fouling exposure

description: Dataset for: Development of a rapid benchtop method to assess biofilm on marine fouling control coatings. Raw rheometer torque data is given for all experimental discs before and after fouling.
DOI: 10.5255/ukda-sn-854935
title: Audit Study of Antibiotic Prescribing in South Africa, 2017-2019

description: In this audit study, we aimed to answer the following questions: 1) How much unnecessary prescribing of antibiotics is there for RTIs in the private and public primary care sectors? 2) Can unnecessary prescription of antibiotics be reduced by increasing patient awareness? 3) Can unnecessary prescription of antibiotics be reduced using financial incentives? To answer question (1), we conducted an audit study in 100 private practices and 80 public clinics, by sending standardised patients (see method) portraying a case of Acute Bronchitis. Such an uncomplicated case should not receive antibiotics. To answer question (2), we developed a new SP scenario to create an exogeneous change in the attitude of the standardised patient towards antibiotics. After describing his/her main complaint, this ‘reluctant’ patient was trained to tell the doctor: “I do not want antibiotics, unless you think it is really necessary”. A total of 199 visits were carried out by such ‘reluctant’ patients, half in the public sector and half in the private sector, 5 to 10 days apart from the visits carried out by ‘normal’ standardised patients to the same providers. The dataset To answer question (3), we leveraged the existence of dispensing doctors in South Africa, who charge a flat consultation fee which includes both the consultation itself and basic drugs dispensed. As a result, this potentially creates a natural rationing supply-side cost-sharing incentives for doctors. To understand whether this mechanism contributes to reduce unnecessary prescribing, we selected a sub-group of 120 prescribing doctors and sent them two SPs, in a random order: one who acted normally and one who asked the GP to write him a prescription instead of dispensing the drugs. In other words, the dispensing GP faces a rationing incentive with the first patient, as the drugs dispensed reduce their profit, but not with the patient who asks for a separate script.
DOI: 10.5255/ukda-sn-854940
title: Antibiotic Prescribing Practices of South African Medical Doctors, 2017-2019

description: The objectives of the online survey were to: Quantify the relative importance of clinical, social and economic factors influencing primary care providers’ prescription of antibiotics for the treatment of childhood and adult upper respiratory tract infections; Evaluate primary care providers’ knowledge about the diagnosis and management of upper respiratory tract infections; and Evaluate primary care providers’ knowledge about antibiotic resistance. The online survey was sent to a sample of nearly 4,000 South African doctors, and 433 responded to the survey.
DOI: 10.6084/m9.figshare.14135144.v3
title: muliti-scale daily SPI dataset over the Mainland China from 1961-2018

description: Our drought dataset serves as a unique resource with daily resolution to a variety of research communities including meteorology, geography, and natural hazard studies. The daily SPI dataset developed is free, open and persistent publicly available from this study.
DOI: 10.5441/001/1.nr8qv005/1
title: Atlantic Puffin, High Arctic Institute, northwest Greenland

description: Burnham KK, Burnham JL, Johnson JA, Huffman A. 2021. Migratory movements of Atlantic puffins Fratercula arctica naumanni from High Arctic Greenland. PLoS ONE. 16(5):e0252055. doi:10.1371/journal.pone.0252055
description: Although the Atlantic puffin Fratercula arctica is well studied throughout its temperate and low Arctic breeding range, few have studied the species in its far northern distribution. This study is the first to present data on the migratory movements of the "large-billed" subspecies, F. a. naumanni, that breeds in the high Arctic and which has significantly larger body size than those farther south. During 2013–2015, migration tracks were collected from nine adult puffins (6 males and 3 females) tagged with geolocators in northwest Greenland. Overall, female puffins traveled farther than males on their annual migration, with one female puffin traveling over 13,600 km, which was nearly a third farther than any tagged male in our study. Differential migration was observed in migratory phenology and route, with males using a form of chain migration with acute synchrony between individuals while females appeared to largely use leap-frog migration and showed little synchrony between individuals. Extreme sexual segregation in wintering areas was evidenced by two females that migrated to the southern limit of the species’ range while the six males remained at the northern limit, and wintered along the sea ice edge during portions of the non-breeding season. Male puffins thus wintered in regions with sea surface temperatures up to 10°C cooler than female puffins, and in areas with generally colder sea surface temperatures when compared to previously known wintering areas of temperate and low Arctic puffin breeding populations. The degree to which body size enables male F. a. naumanni to remain in colder waters likely reflects differing life history constraints between sexes and populations (i.e., subspecies). Further study is warranted to investigate how recent changes in climate have further exacerbated the observed differences between sexes in high Arctic puffins and possibly other marine avian species.
DOI: 10.5441/001/1.nr8qv005/2
title: Atlantic Puffin, High Arctic Institute, northwest Greenland-reference-data

description: Burnham KK, Burnham JL, Johnson JA, Huffman A. 2021. Migratory movements of Atlantic puffins Fratercula arctica naumanni from High Arctic Greenland. PLoS ONE. 16(5):e0252055. doi:10.1371/journal.pone.0252055
description: Although the Atlantic puffin Fratercula arctica is well studied throughout its temperate and low Arctic breeding range, few have studied the species in its far northern distribution. This study is the first to present data on the migratory movements of the "large-billed" subspecies, F. a. naumanni, that breeds in the high Arctic and which has significantly larger body size than those farther south. During 2013–2015, migration tracks were collected from nine adult puffins (6 males and 3 females) tagged with geolocators in northwest Greenland. Overall, female puffins traveled farther than males on their annual migration, with one female puffin traveling over 13,600 km, which was nearly a third farther than any tagged male in our study. Differential migration was observed in migratory phenology and route, with males using a form of chain migration with acute synchrony between individuals while females appeared to largely use leap-frog migration and showed little synchrony between individuals. Extreme sexual segregation in wintering areas was evidenced by two females that migrated to the southern limit of the species’ range while the six males remained at the northern limit, and wintered along the sea ice edge during portions of the non-breeding season. Male puffins thus wintered in regions with sea surface temperatures up to 10°C cooler than female puffins, and in areas with generally colder sea surface temperatures when compared to previously known wintering areas of temperate and low Arctic puffin breeding populations. The degree to which body size enables male F. a. naumanni to remain in colder waters likely reflects differing life history constraints between sexes and populations (i.e., subspecies). Further study is warranted to investigate how recent changes in climate have further exacerbated the observed differences between sexes in high Arctic puffins and possibly other marine avian species.
DOI: 10.15129/48f5ca92-c244-4426-95d8-24a22fb60e08
title: Data for: "Magnetron Injection Gun for high-power gyroklystron"

description: The dataset for EPSRC partly funded publication "Magnetron Injection Gun for high-power gyroklystron" The dataset contains: 1: The magnetic field Bz data used for the simulation. 2: The trajectories of the particles from the simulation. 3: the Pareto front of the optimization.