cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5061/dryad.vk048/2
title: Douglas-fir phenotypes

description: Phenotypic measurements from Douglas-fir trial over 3 sites in British Columbia, Canada. Courtesy of Forests, Lands and Natural Resource Operations, BC, Canada.
DOI: 10.5255/ukda-sn-852906
title: elderLUCID: London UCL Older Adults' clear speech in interaction database
DOI: 10.17632/ctp8f6vfp9.2
title: Data for Nudging to reduce meat consumption: Immediate and persistent effects of an intervention at a university restaurant

description: Coverage: The dataset contains data collected as part of a field experiment on food consumption at two University restaurants, covering the period September 1, 2015 - June 3, 2016, in Sweden Format: The file analysisdata.dta ist the datafile used for the main analysis with Stata. The file analysisdata.csv contains the same information and can be used in other programmes. The file analysisdata_long.csv is contains the data in the long form for the multinomial and nested logit models and that were run with the software NLOGIT version 5. The file dofile_nudging contains the code for the main analysis and was used with stata 14. The file nudging_cond_logit_nested_logit.lim contains the code for the multinomial and nested logit models that were run with NLOGIT version 5. Language of the data: English and Swedish. Variable labels are provided in English where needed.
DOI: 10.17632/mj974yrjw5.1
title: Source code of the agent-based simulator called ABS-SmartComAgri about smart communication protocols in wireless sensor networks for debugging in precision agriculture

description: The goal of this dataset is to provide the source code of the agent-based simulator (ABS) called ABS-SmartComAgri about smart communication protocols in wireless sensor networks for debugging in precision agriculture. This ABS allows network designers to define and simulate new smart communication protocols for wireless sensor networks in the context of agriculture. In particular, this ABS simulates an ecosystem with bugs, and one can test different strategies for fumigating the field through a grid of stations with sensors. These strategies should rely in the proper definition of the smart communication protocols among sensors for (a) saving energy, (b) maintaining the health of the crop, and (c) only using small amounts of pesticides. This ABS includes a user interface for interacting with the system and observing the final simulation state of the field. Developers can define smart communication protocol strategies by extending the "SensorAgent" class and overriding the methods "LiveSensor" and "ManageMsg". The implementations of these methods can invoke other predefined methods of the simulator for respectively (a) checking if a sensor is sending bugs, (b) fumigating, and (c) sending messages to other sensors. The development of this simulator followed the guidelines indicated by PEABS (the Process for developing Efficient ABSs). This simulator also uses nondeterministic decisions following the principles established in TABSAOND (the Technique for developing ABS Apps and Online tools with Nondeterministic Decisions). The presented simulator has been developed with the C# programming language and the Unity 3D engine version 5.5.1. This dataset supports the research of an article about ABS-SmartComAgri that has been submitted to a scientific journal for consideration for publication. Other researchers can credit this dataset by citing any of the articles of the authors related to this research. References of some articles related to this research: García-Magariño, I., Palacios-Navarro, G., Lacuesta, R. (2017). TABSAOND: A technique for developing agent-based simulation apps and online tools with nondeterministic decisions. Simulation Modelling Practice and Theory, 77, 84-107. García-Magariño, I., Gómez-Rodríguez, A., González-Moreno, J. C., Palacios-Navarro, G. (2015). PEABS: a Process for developing Efficient Agent-Based Simulators. Engineering Applications of Artificial Intelligence, 46, 104-112.
DOI: 10.17632/d37mzs3b3m.2
title: Data for: Identification of hindered internal rotational mode for complex chemical species: A data mining approach with multivariate logistic regression model

description: The "Dataset_HIR" folder contains the data to reproduce the results of the data mining approach proposed in the manuscript titled "Identification of hindered internal rotational mode for complex chemical species: A data mining approach with multivariate logistic regression model". More specifically, the folder contains the raw electronic structure calculation input data provided by the domain experts as well as the training and testing dataset with the extracted features. The "Dataset_HIR" folder contains the following subfolders namely: 1. Electronic structure calculation input data: contains the electronic structure calculation input generated by the Gaussian program 1.1. Testing data: contains the raw data of all training species (each is stored in a separate folder) used for extracting dataset for training and validation phase. 1.2. Testing data: contains the raw data of all testing species (each is stored in a separate folder) used for extracting data for the testing phase. 2. Dataset 2.1. Training dataset: used to produce the results in Tables 3 and 4 in the manuscript + datasetTrain_raw.csv: contains the features for all vibrational modes associated with corresponding labeled species to let the chemists select the Hindered Internal Rotor from the list easily for the training and validation steps. + datasetTrain.csv: refines the datasetTrain_raw.csv where the names of the species are all removed to transform the dataset into an appropriate form for the modeling and validation steps. 2.2. Testing dataset: used to produce the results of the data mining approach in Table 5 in the manuscript. + datasetTest_raw.csv: contains the features for all vibrational modes of each labeled species to let the chemists select the Hindered Internal Rotor from the list for the testing step. + datasetTest.csv: refines the datasetTest_raw.csv where the names of the species are all removed to transform the dataset into an appropriate form for the testing step. Note for the Result feature in the dataset: 1 is for the mode needed to be treated as Hindered Internal Rotor, and 0 otherwise.
DOI: 10.17632/nthkgdh8r2.1
title: Disruption of perceptual learning by a brief practice break. Little et al (2017)

description: This data set provides the necessary files to reproduce the analyses described in: Little, D. F., Zhang, Y. X., Wright, B. A., (2017) Disruption of perceptual learning by a brief practice break. Current Biology.
DOI: 10.17632/tnhk383zvz.1
title: Raw Data: Are Architectural Smells independent from Code Smells? An empirical study

description: Raw data for the paper "Are Architectural Smells independent from Code Smells? An empirical study" The csv files include the analysis of the 111 projects included in the Qualitas Corpus reporting architectural smells and code smells.
DOI: 10.17632/zw6vkyxgyv.1
title: Structural data for apatite RE silicates La(9-x)Lnx(SiO4)6O(OH)

description: Structural data for solid solutions La(9-x)Lnx(SiO4)6O1.5 Contents Table S1. Rietveld refinement data for La9-xLnx(SiO4)6OOH. Table S2. Atomic coordinates, isotropic displacement parameters (Biso) and site occupancies (G) for La9-xGdx(SiO4)6OOH. Table S3. Cationic site occupancies (G) in La9-xGdx(SiO4)6OOH. Table S4. Selected interatomic distances in in La9-xLnx(SiO4)6OOH.
DOI: 10.5281/zenodo.1044233
title: [Do Not Use] Fakenews On 2016 Us Elections Viral Tweets (November 2016 - March 2017)

description: Collection of tweets related to the 2016 US election that went viral during the election day and until March 2017. Viral tweets are those that achieved the 1000-retweet threshold during the collection period. We queried Twitter's streaming API using the hashtags <em>#MyVote2016</em>, <em>#ElectionDay</em>, <em>#electionnight</em>, and the user handles <em>@realDonaldTrump</em> and<em> @HillaryClinton</em>.

Tweets have been labelled as containing fake news or not by two sets of people. A fake news is one the following:


	Serious fabrication
	Large-scale hoaxes
	Jokes taken at face value
	Slanted reporting of real facts
	Stories where the 'truth' is contentious
description: Dataset contains errors. Please, do not use.
DOI: 10.5284/1045359
title: Archaeological Excavation at No. 3 Well Street Exeter (OASIS ID: borderar1-224498)

description: This site was thought to enclose the location of the holy well of St. Sidwell. Local folklore suggests the well sprang up when Sidwell, a young Saxon Christian woman living in Exeter in the 8th century, was killed at the site. Folklore aside, the well became an important water source supplying the city through a system of lead pipes until its replacement in around 1347. The aim of the archaeological investigation was to identify any surviving structural remains associated with the well. An octagonal structure of fine local Heavitree masonry was discovered and is believed to represent the latest, probably late medieval phase of the original well structure. The well had been disturbed by a brick conduit on the west side. The octagonal well was substantial enough to have supported some form of roofing structure and was surrounded by a cobbled surface with a drainage channel respecting the octagonal form. The cobbled gully had been much disturbed by later activity. A well-constructed L-shaped wall adjacent to the medieval well may have originally formed part of an enclosure. Borehole evaluation of the well's stratigraphy revealed 2m of clays above peaty organic material just above the bedrock at 3.3m. This strongly suggests that the site was originally a marshy area surrounding a natural spring formed between bedrock strata, which the well structure subsequently formalised. A later 19th -century brick well had been cut through the medieval cobbling surrounding the octagonal well and may represent an attempt to supersede the medieval well.
DOI: 10.17632/2zchtvbv58.2
title: Reciprocal regulation of the TOR kinase and ABA receptor balances plant growth and stress response

description: As sessile organisms, plants must adapt to variations in the environment. Environmental stress triggers various responses, including growth inhibition, mediated by the plant hormone abscisic acid (ABA). The mechanisms that integrate stress responses with growth are poorly understood. Here, we discovered that the Target of Rapamycin (TOR) kinase phosphorylates PYL ABA receptors at a conserved serine residue to prevent activation of the stress response in unstressed plants. This phosphorylation disrupts PYL association with ABA and with PP2C phosphatase effectors, leading to inactivation of SnRK2 kinases. Under stress, ABA-activated SnRK2s phosphorylate Raptor, a component of the TOR complex, triggering TOR complex dissociation and inhibition. Thus, TOR signaling represses ABA signaling and stress responses in unstressed conditions, whereas ABA signaling represses TOR signaling and growth during times of stress. Plants utilize this conserved phospho-regulatory feedback mechanism to optimize the balance of growth and stress responses.
DOI: 10.17632/yr92xbrvgx.1
title: ADROIT

description: A dataset of metainformation of benign and malware Android samples used in the paper Martín, A., Calleja, A., Menéndez, H. D., Tapiador, J., & Camacho, D. (2016, December). ADROIT: Android malware detection using meta-information. In Computational Intelligence (SSCI), 2016 IEEE Symposium Series on (pp. 1-8). IEEE.
DOI: 10.15468/gh59e2
title: Checklist of the Clubionajaponica-group spiders, with the description of a new species from China (Araneae, Clubionidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Yu, Hao, Zhang, Jianshuang, Chen, Jian (2017): Checklist of the Clubionajaponica-group spiders, with the description of a new species from China (Araneae, Clubionidae). ZooKeys 715: 1-16, DOI: http://dx.doi.org/10.3897/zookeys.715.14645, URL: http://dx.doi.org/10.3897/zookeys.715.14645
DOI: 10.15468/mfszxe
title: Descriptions of two new species and one new subspecies from the Exocelinaokbapensis-group, and notes on the E. aipo-group (Coleoptera, Dytiscidae, Copelatinae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Shaverdo, Helena, Sumoked, Bob, Balke, Michael (2017): Descriptions of two new species and one new subspecies from the Exocelinaokbapensis-group, and notes on the E. aipo-group (Coleoptera, Dytiscidae, Copelatinae). ZooKeys 715: 17-37, DOI: http://dx.doi.org/10.3897/zookeys.715.15913, URL: http://dx.doi.org/10.3897/zookeys.715.15913
DOI: 10.17632/9rw3vkcfy4.3
title: Web of Science

description: Copyright (c) 2017 Kamran Kowsari Permission is hereby granted, free of charge, to any person obtaining a copy of this dataset and associated documentation files (the "Dataset"), to deal in the dataset without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Dataset, and to permit persons to whom the dataset is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Dataset. If you use this dataset please cite: Referenced paper: HDLTex: Hierarchical Deep Learning for Text Classification Description of Dataset: Here is three datasets which include WOS-11967 , WOS-46985, and WOS-5736 Each folder contains: -X.txt -Y.txt -YL1.txt -YL2.txt X is input data that include text sequences Y is target value YL1 is target value of level one (parent label) YL2 is target value of level one (child label) Meta-data: This folder contain on data file as following attribute: Y1 Y2 Y Domain area keywords Abstract Abstract is input data that include text sequences of 46,985 published paper Y is target value YL1 is target value of level one (parent label) YL2 is target value of level one (child label) Domain is majaor domain which include 7 labales: {Computer Science,Electrical Engineering, Psychology, Mechanical Engineering,Civil Engineering, Medical Science, biochemistry} area is subdomain or area of the paper such as CS-&gt; computer graphics which contain 134 labels. keywords : is authors keyword of the papers Web of Science Dataset WOS-11967 -This dataset contains 11,967 documents with 35 categories which include 7 parents categories. Web of Science Dataset WOS-46985 -This dataset contains 46,985 documents with 134 categories which include 7 parents categories. Web of Science Dataset WOS-5736 -This dataset contains 5,736 documents with 11 categories which include 3 parents categories. Referenced paper: HDLTex: Hierarchical Deep Learning for Text Classification Bib: @inproceedings{kowsari2017HDLTex, title={HDLTex: Hierarchical Deep Learning for Text Classification}, author={Kowsari, Kamran and Brown, Donald E and Heidarysafa, Mojtaba and Jafari Meimandi, Kiana and and Gerber, Matthew S and Barnes, Laura E}, booktitle={Machine Learning and Applications (ICMLA), 2017 16th IEEE International Conference on}, year={2017}, organization={IEEE} }
DOI: 10.17632/9rw3vkcfy4.4
title: Web of Science

description: Copyright (c) 2017 Kamran Kowsari Permission is hereby granted, free of charge, to any person obtaining a copy of this dataset and associated documentation files (the "Dataset"), to deal in the dataset without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Dataset, and to permit persons to whom the dataset is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Dataset. If you use this dataset please cite: Referenced paper: HDLTex: Hierarchical Deep Learning for Text Classification Description of Dataset: Here is three datasets which include WOS-11967 , WOS-46985, and WOS-5736 Each folder contains: -X.txt -Y.txt -YL1.txt -YL2.txt X is input data that include text sequences Y is target value YL1 is target value of level one (parent label) YL2 is target value of level one (child label) Meta-data: This folder contain on data file as following attribute: Y1 Y2 Y Domain area keywords Abstract Abstract is input data that include text sequences of 46,985 published paper Y is target value YL1 is target value of level one (parent label) YL2 is target value of level one (child label) Domain is majaor domain which include 7 labales: {Computer Science,Electrical Engineering, Psychology, Mechanical Engineering,Civil Engineering, Medical Science, biochemistry} area is subdomain or area of the paper such as CS-&gt; computer graphics which contain 134 labels. keywords : is authors keyword of the papers Web of Science Dataset WOS-11967 -This dataset contains 11,967 documents with 35 categories which include 7 parents categories. Web of Science Dataset WOS-46985 -This dataset contains 46,985 documents with 134 categories which include 7 parents categories. Web of Science Dataset WOS-5736 -This dataset contains 5,736 documents with 11 categories which include 3 parents categories. Referenced paper: HDLTex: Hierarchical Deep Learning for Text Classification Bib: @inproceedings{kowsari2017HDLTex, title={HDLTex: Hierarchical Deep Learning for Text Classification}, author={Kowsari, Kamran and Brown, Donald E and Heidarysafa, Mojtaba and Jafari Meimandi, Kiana and and Gerber, Matthew S and Barnes, Laura E}, booktitle={Machine Learning and Applications (ICMLA), 2017 16th IEEE International Conference on}, year={2017}, organization={IEEE} }
DOI: 10.17632/rn2p32xc6n.2
title: Data for: A Numerical Framework for Drug Transport in a Multi-Layer System with Discontinuous Interlayer Condition

description: Experimental work and the data for 'A Numerical Framework for Drug Transport in a Multi-Layer System with Discontinuous Interlayer Condition'
DOI: 10.17632/zw6vkyxgyv.2
title: Structural data for apatite RE silicates La(9-x)Lnx(SiO4)6O(OH)

description: Structural data for solid solutions La(9-x)Lnx(SiO4)6O1.5 Contents Table S1. Rietveld refinement data for La9-xLnx(SiO4)6OOH. Table S2. Atomic coordinates, isotropic displacement parameters (Biso) and site occupancies (G) for La9-xGdx(SiO4)6OOH. Table S3. Cationic site occupancies (G) in La9-xGdx(SiO4)6OOH. Table S4. Selected interatomic distances in in La9-xLnx(SiO4)6OOH.
DOI: 10.17632/zw6vkyxgyv.3
title: Structural data for apatite RE silicates La(9-x)Lnx(SiO4)6O(OH)

description: Structural data for solid solutions La(9-x)Lnx(SiO4)6O1.5 Contents Table S1. Rietveld refinement data for La9-xLnx(SiO4)6OOH. Table S2. Atomic coordinates, isotropic displacement parameters (Biso) and site occupancies (G) for La9-xGdx(SiO4)6OOH. Table S3. Cationic site occupancies (G) in La9-xGdx(SiO4)6OOH. Table S4. Selected interatomic distances in in La9-xLnx(SiO4)6OOH.
DOI: 10.13126/unical.it/dottorati/1125
title: Necrophagous species living in Calabria and their application in forensinc field

description: Dottorato di Ricerca in Biologia Animale, XXV Ciclo, a.a. 2011-2012
DOI: 10.15468/qsxtzr
title: Semiaquilegiaquelpaertensis (Ranunculaceae), a new species from the Republic of Korea

description: This dataset contains the digitized treatments in Plazi based on the original journal article Son, Dong Chan, Jeong, Keum Seon, Lee, Kang-Hyup, Kim, Heesoo, Chang, Kae Sun (2017): Semiaquilegiaquelpaertensis (Ranunculaceae), a new species from the Republic of Korea. PhytoKeys 89: 107-113, DOI: http://dx.doi.org/10.3897/phytokeys.89.21004, URL: http://dx.doi.org/10.3897/phytokeys.89.21004
DOI: 10.15468/snbumg
title: Descoleaquercina (Bolbitiaceae), a new species from moist temperate forests in Pakistan

description: This dataset contains the digitized treatments in Plazi based on the original journal article Khan, Junaid, Sher, Hassan, Naseer, Arooj, Khalid, Abdul Nasir (2017): Descoleaquercina (Bolbitiaceae), a new species from moist temperate forests in Pakistan. MycoKeys 27: 65-76, DOI: http://dx.doi.org/10.3897/mycokeys.27.14730, URL: http://dx.doi.org/10.3897/mycokeys.27.14730
DOI: 10.17632/2psysvvfg8.2
title: Data for: Life cycle assessment of aircraft and the Swiss commercial air transport fleet

description: The calculations for this work were performed in Interactive Python notebooks that can be used to reproduce our calculations, or build on top of them. More information on IPython can be found here: http://ipython.readthedocs.io/en/stable/. For those readers who only wish to view the calculations, we provide all calculation files in .html, which can be opened in any internet browser.
DOI: 10.17632/h2ggh95f9m.2
title: Data for: Reconciling SGTE and ab initio enthalpies of the elements

description: Heats of transformation between allotropes of selected elements with fcc, bcc or hcp ground states. Table contains: (1) Element name (2) Phase transition (ground state structure -&gt; higher energy structure) (3) SGTE (Scientific Group Thermodata Europe) heat of transformation (eV) (4) Calculated ab initio heat of transformation obtained with the inflection-detection method (eV) (5) Flag indicating if the higher energy structure is mechanically stable. (6) Calculated ab initio heat of transformation obtained by constraining the unit cell shape but not the volume (eV). File format: coma-separated values, UNIX-style end-of-line.
DOI: 10.5523/bris.3n569v5dklhm020vkoudxclw2m
title: Ultrafast Photochemistry of Benzophenone in Methanol
title: Bzp photochemistry

description: Experimental data associated with the ERC Advanced Grant project CAPRI (PI Prof A.J. Orr-Ewing) and from use of the Central Laser Facility at the Rutherford Appleton Laboratory.
DOI: 10.17632/2nj66crdgx.2
title: Data for: Is subterranean lifestyle reversible? Independent and recent large-scale dispersal into surface waters by two species of the groundwater amphipod genus Niphargus

description: The folder contains: - concatenated alignment of COI, 28S and H3 markers - phylogenetic trees obtained in BEAST and RAxML - COI and ITS alignments for Niphargus hrabei and N. valachicus. - .kml files displaying the dispersal history of both species (can be visualized with Google Earth)
DOI: 10.13126/unical.it/dottorati/1126
title: I nitriti come molecola segnale: effetti diretti e indiretti sulla regolazione dell'attivita' cardiaca

description: Dottorato di Ricerca in Biologia animale, Scuola di Dottorato 'Life Sciences', Ciclo XXV, a.a. 2011-2012
DOI: 10.5255/ukda-sn-852925
title: Human trafficking media texts
DOI: 10.14457/pbru.the.2006.49
title: ความพึงพอใจและความต้องการของผู้ใช้บริการที่มีต่อที่ทำการไปรษณีย์ ในสังกัดไปรษณีย์จังหวัดเพชรบุรี /
DOI: 10.14457/stou.the.2006.344
title: ชุดการเรียนด้วยคอมพิวเตอร์ผ่านเครือข่าย วิชาคณิตศาสตร์ สำหรับคอมพิวเตอร์ เรื่อง พีชคณิตแบบบูล สำหรับนักศึกษาระดับปริญญาตรี สถาบันราชภัฏภูเก็ต /
DOI: 10.14457/stou.the.2006.345
title: ชีวิตและผลงานผู้สื่อข่าวสตรี /
DOI: 10.14457/tu.the.2006.345
title: ชีวิตพลัดถิ่น : คนดาเร็นนีที่เข้ามาอยู่ในจังหวัดแม่ฮ่องสอน /
DOI: 10.14457/tu.the.2006.346
title: ชีวิตกรรมกรหญิงที่ไร้สวัสดิการสังคม : ศึกษากรณีกระเป๋ารถเมล์หญิงมินิบัส /
DOI: 10.13126/unical.it/dottorati/1127
title: Distribuzione e analisi funzionale dei neuromodulatori in Octopus vulgaris

description: Dottorato di Ricerca in Biologia animle, Scuola di Dottorato 'Life Sciences', Ciclo XXIV, a.a. 2011-2012
DOI: 10.14457/cmu.res.2006.655
title: ความพึงพอใจที่มีต่อระบบการบันทึกเวลา ด้วยเทคโนโลยีการสแกนลายนิ้วมือ ของลูกค้าห้างหุ้นส่วนจำกัด ดิจิตอล อินทริเกรชั่น /
DOI: 10.14457/ku.the.2004.1
title: แป้งข้าวเหนียวพรีเจลเพื่อใช้เป็นสารชะลอการปลดปล่อยยา สำหรับตำรับยาเม็ด /
DOI: 10.14457/ku.the.2006.1491
title: ชีววิทยาและสัณฐานวิทยาของด้วงดำ 2 ชนิด Heteronychus lioderes และ Alissonotum simile [Coleoptera : Scarabaeidae] /
DOI: 10.14457/psru.res.2006.5
title: ชุดการสอนภาษาฝรั่งเศษเพื่อการสื่อสารด้านการท่องเที่ยว โดยการใช้วีดีโอช่วยสอนสำหรับพนักงานโรงแรมและธุรกิจบริการท่องเที่ยว ของจังหวัดพิษณุโลก /