cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc25tq80
title: CCDC 2020712: Experimental Crystal Structure Determination

description: Related Article: Tian Li, Yi-Fan Wang, Zheng Yin, Jian Li, Xu Peng, Ming-Hua Zeng|2022|Chemical Science|13|10786|doi:10.1039/D2SC03987G
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: 10.5517/ccdc.csd.cc2bdcty
title: CCDC 2156850: Experimental Crystal Structure Determination

description: Related Article: Rajendran Nagarajan, Eswaran Kamaraj, Chong-Hyeak Kim, Ki Hwan Lee|2022|Talanta Open|6|100143|doi:10.1016/j.talo.2022.100143
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: 10.5517/ccdc.csd.cc2965tj
title: CCDC 2121107: Experimental Crystal Structure Determination

description: Related Article: Miki B. Kurosawa, Kenta Kato, Kei Muto, Junichiro Yamaguchi|2022|Chemical Science|13|10743|doi:10.1039/D2SC03720C
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: 10.5517/ccdc.csd.cc2bkks8
title: CCDC 2161840: Experimental Crystal Structure Determination

description: Related Article: Andrew J. Kukor, Noah Depner, Isabelle Cai, John L. Tucker, Jeffrey C. Culhane, Jason E. Hein|2022|Chemical Science|13|10765|doi:10.1039/D2SC01825J
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: 10.5517/ccdc.csd.cc2bmd1f
title: CCDC 2163584: Experimental Crystal Structure Determination

description: Related Article: Juan He, Wei-Wei Yu, Masahiko Isaka, Russell J. Cox, Ji-Kai Liu, Tao Feng|2022|Org.Biomol.Chem.|20|7278|doi:10.1039/D2OB01443B
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: 10.5517/ccdc.csd.cc2bmp4t
title: CCDC 2163866: Experimental Crystal Structure Determination

description: Related Article: Zhebing Zhang, Tao Cai, Zhaohui Zhan, Huiting Xu, Lemao Yu, Xiang Luo, Chunmei Li, Yuzhen Gao, Xuemei Wei, Xinzhi Chen, Runpu Shen|2022|Org.Biomol.Chem.|20|7221|doi:10.1039/D2OB01335E
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: 10.5517/ccdc.csd.cc2bq7p0
title: CCDC 2166332: Experimental Crystal Structure Determination

description: Related Article: Salina Som, Jongwook Choi, Dimitris Katsoulis, Kangsang L. Lee|2022|Chemical Science|13|10759|doi:10.1039/D2SC03727K
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: 10.5517/ccdc.csd.cc2bq7q1
title: CCDC 2166333: Experimental Crystal Structure Determination

description: Related Article: Salina Som, Jongwook Choi, Dimitris Katsoulis, Kangsang L. Lee|2022|Chemical Science|13|10759|doi:10.1039/D2SC03727K
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: 10.6084/m9.figshare.21179461
title: Dataset of freshwater macroinvertebrates of Cuba downloaded from GBIF

description: Dataset of freshwater macroinvertebrates of Cuba dowloaded from GBIF and modified. Cross-checked the georeference using the standard web client of the GEOLocate software (https://www.geo-locate.org/web/WebGeoref.aspx) and corrected when required. Coordinates were assigned when missing. We checked the municipality and province names and updated these according to the last political-administrative organization of Cuba in 2011.
DOI: 10.6084/m9.figshare.21179461.v2
title: Dataset of freshwater macroinvertebrates of Cuba downloaded from GBIF

description: Dataset of freshwater macroinvertebrates of Cuba dowloaded from GBIF and modified. Cross-checked the georeference using the standard web client of the GEOLocate software (https://www.geo-locate.org/web/WebGeoref.aspx) and corrected when required. Coordinates were assigned when missing. We checked the municipality and province names and updated these according to the last political-administrative organization of Cuba in 2011.
DOI: 10.6084/m9.figshare.21179461.v1
title: Dataset of freshwater macroinvertebrates of Cuba downloaded from GBIF

description: Dataset of freshwater macroinvertebrates of Cuba dowloaded from GBIF and modified. Cross-checked the georeference using the standard web client of the GEOLocate software (https://www.geo-locate.org/web/WebGeoref.aspx) and corrected when required. Coordinates were assigned when missing. We checked the municipality and province names and updated these according to the last political-administrative organization of Cuba in 2011.
DOI: 10.34740/kaggle/dsv/4233343
title: Tales from the Pizza Guy
DOI: 10.15472/w6zkmg
title: Arbolado urbano de Bogotá D.C asociado a servicios ambientales y culturales valorados como base de la planificación ambiental del territorio

description: La información relacionada está enmarcada en el contrato de prestación de servicios número 200 de 2020 y el proyecto de investigación "Estudio de las Coberturas Vegetales Urbanas de Bogotá", de la línea de Investigación en Coberturas Vegetales Urbanas de la Subdirección Científica.
description: El objetivo del estudio fue valorar los servicios ambientales culturales de especies con interés socio-ecológico del arbolado urbano de Bogotá. Para ello se trabajó con 1’048.563 de individuos pertenecientes a las 353 especies registradas por el SIGAU hasta febrero de 2020 realizando la valoración socio-cultural de estas especies a partir de información primaria (encuestas) y secundaria (fuentes bibliográficas) de acuerdo con los siguientes criterios de categorización de las especies como: 1. Patrimoniales; 2. De interés cultural; 3. Histórico; 4. Ganador de algún premio; 5. Religioso-espiritual; 6. Recreativo; 7. Estético; 8.Tradicional y 9. Generador de espacios de goce y contemplación y reflexión. Además se hizo la valoración ecológicas de estas especies considerando su abundancia, dominancia, origen y distribución altitudinal natural.
description: Este recurso esta conformado por un listado de 355 especies de plantas recopilado a partir de información del SIGAU. La información fue recopilada durante el año 2020.
DOI: 10.17037/data.00003098
title: Clinical code lists – Asthma, Eczema and Hay fever

description: CTV3 Read codes and British National Formulary (BNF) codes were used to define cases of asthma, eczema and hay fever using electronic primary care records in the Born in Bradford birth cohort. CTV3 (Clinical Terms Version 3) Read codes are coded clinical terms designed for use in electronic health records in the NHS in the UK and BNF codes are for prescriptions of medications. This was part of a project to investigate the association between in-utero antibiotic exposure in babies born by caesarean section and subsequent risk of allergic disease and asthma in the Born in Bradford birth cohort.
DOI: 10.34943/8f379a82-d0a8-465e-8291-dd22e85ced43
title: Bullseye Tiltmeter Deployed 2017-06-14

description: The RBRconcerto Tilt Meter ACC.BPR 63055 was deployed on 2017-06-14 at Bullseye. Bullseye is a location at Clayoquot Slope, where gas hydrates, seafloor cold seeps, and hydrate dynamics are observed. This device is a Tiltmeter. A tiltmeter is a sensitive inclinometer designed to measure very small changes from the vertical level, either on the ground or in structures. It was deployed on a fixed platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 2.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.5281/zenodo.7101695
title: Disconnection Labelled Reaction Data

description: Dataset containing reaction centers used to train the disconnection aware model
DOI: 10.5281/zenodo.7101694
title: Disconnection Labelled Reaction Data

description: Dataset containing reaction centers used to train the disconnection aware model
DOI: 10.6084/m9.figshare.21179404.v1
title: Figshare v1.0.xlsx

description: Numerical data
DOI: 10.5281/zenodo.7101699
title: lisixu-JLAU/DeepMIMO-V1: DeepMIMO-V1

description: This is the first release.
DOI: 10.5281/zenodo.7101698
title: lisixu-JLAU/DeepMIMO-V1: DeepMIMO-V1

description: This is the first release.
DOI: 10.6084/m9.figshare.19650081
title: Pezzi_etal_2022.zip

description: VCF files and fastsimcoal models according to Pezzi et al. paper. (2022)
DOI: 10.5281/zenodo.7097538
title: Model Zoo for Robust Models are less Over-Confident

description: <strong>Model Zoo (PyTorch) of non-adversarially trained models for Robust Models are less Over-Confident (NeurIPS'22)</strong> Abstract: <em>"Regardless of the success of convolutional neural networks (CNNs) in many academic benchmarks of computer vision tasks, their application in real-world is still facing fundamental challenges, like the inherent lack of robustness as unveiled by adversarial attacks. These attacks target to manipulate the network's prediction by adding a small amount of noise onto the input. In turn, adversarial training (AT) aims to achieve robustness against such attacks by including adversarial samples in the trainingset. However, a general analysis of the reliability and model calibration of these robust models beyond adversarial robustness is still pending. In this paper, we analyze a variety of adversarially trained models that achieve high robust accuracies when facing state-of-the-art attacks and we show that AT has an interesting side-effect: it leads to models that are significantly less overconfident with their decisions even on clean data than non-robust models. Further, our analysis of robust models shows that not only AT but also the model's building blocks (activation functions and pooling) have a strong influence on the models' confidence."</em>
DOI: 10.5281/zenodo.7097537
title: Model Zoo for Robust Models are less Over-Confident

description: <strong>Model Zoo (PyTorch) of non-adversarially trained models for Robust Models are less Over-Confident (NeurIPS'22)</strong> Abstract: <em>"Regardless of the success of convolutional neural networks (CNNs) in many academic benchmarks of computer vision tasks, their application in real-world is still facing fundamental challenges, like the inherent lack of robustness as unveiled by adversarial attacks. These attacks target to manipulate the network's prediction by adding a small amount of noise onto the input. In turn, adversarial training (AT) aims to achieve robustness against such attacks by including adversarial samples in the trainingset. However, a general analysis of the reliability and model calibration of these robust models beyond adversarial robustness is still pending. In this paper, we analyze a variety of adversarially trained models that achieve high robust accuracies when facing state-of-the-art attacks and we show that AT has an interesting side-effect: it leads to models that are significantly less overconfident with their decisions even on clean data than non-robust models. Further, our analysis of robust models shows that not only AT but also the model's building blocks (activation functions and pooling) have a strong influence on the models' confidence."</em>
DOI: 10.6084/m9.figshare.21176413
title: data_paper.xlsx

description: Post-COVID-19 syndrome risk factors and further use of health services in East England
DOI: 10.6084/m9.figshare.21176413.v1
title: data_paper.xlsx

description: Post-COVID-19 syndrome risk factors and further use of health services in East England
DOI: 10.6084/m9.figshare.21180091
title: lorius_chlorocercus_decontaminated_FSCR.fasta.gz

description: ......
DOI: 10.6084/m9.figshare.21180091.v1
title: lorius_chlorocercus_decontaminated_FSCR.fasta.gz

description: ......
DOI: 10.7910/dvn/24713/gyatif
title: Final Bike Collision Database.xlsx
DOI: 10.5281/zenodo.5796063
title: Subject-specific features of excitation/inhibition profiles in neurodegenerative diseases

description: Brain pathologies are based on microscopic changes in neurons and synapses that reverberate into large scale networks altering brain dynamics and functional states. An important yet unresolved issue concerns the impact of patients excitation/inhibition (E/I) profiles on neurodegenerative diseases including Alzheimer’s disease (AD), Frontotemporal Dementia (FTD) and Amyotrophic Lateral Sclerosis (ALS). In this work we used a simulation platform, The Virtual Brain (TVB), to simulate brain dynamics in healthy controls (HC) and in AD, FTD and ALS patients. The brain connectome and functional connectivity were extracted from 3T-MRI scans and the TVB nodes were represented by a Wong-Wang neural mass model endowing an explicit representation of the E/I balance. The integration of cerebro-cerebellar loops improved the correlation between experimental and simulated functional connectivity, and hence TVB predictive power, in all pathological conditions. The TVB biophysical parameters differed between clinical phenotypes, predicting higher global coupling and inhibition in AD and stronger NMDA receptor-dependent excitation in ALS. These physio-pathological parameters allowed an advanced analysis of patients’ state. This database includes structural and functional connectivity matrices estimated from tractography and rs-fMRI time-series of each subject analyzed (15 HC, 15 AD, 15 FTD, 15 ALS). An ad-hoc grey matter (GM) parcellation atlas has been created combining 93 cerebral (including cortical/subcortical structures) and 31 cerebellar labels. Each GM parcellation is reported as a node in the connectivity matrices. Two types of SC matrices are reported: a distance matrix containing the length of tracts connecting each pair of nodes and a weight matrix in which connections strengths (number of streamlines) are normalized by the maximum value per each subject. The time-course of BOLD signals has been extracted for each node and the experimental FC matrix (expFC) is computed as the Pearson’s correlation coefficient (PCC) of the time-courses between each pair of brain regions.
description: Funding: Ricerca Corrente 2020, Ministry of Health (Italy)
DOI: 10.5281/zenodo.5796062
title: Subject-specific features of excitation/inhibition profiles in neurodegenerative diseases

description: Brain pathologies are based on microscopic changes in neurons and synapses that reverberate into large scale networks altering brain dynamics and functional states. An important yet unresolved issue concerns the impact of patients excitation/inhibition (E/I) profiles on neurodegenerative diseases including Alzheimer’s disease (AD), Frontotemporal Dementia (FTD) and Amyotrophic Lateral Sclerosis (ALS). In this work we used a simulation platform, The Virtual Brain (TVB), to simulate brain dynamics in healthy controls (HC) and in AD, FTD and ALS patients. The brain connectome and functional connectivity were extracted from 3T-MRI scans and the TVB nodes were represented by a Wong-Wang neural mass model endowing an explicit representation of the E/I balance. The integration of cerebro-cerebellar loops improved the correlation between experimental and simulated functional connectivity, and hence TVB predictive power, in all pathological conditions. The TVB biophysical parameters differed between clinical phenotypes, predicting higher global coupling and inhibition in AD and stronger NMDA receptor-dependent excitation in ALS. These physio-pathological parameters allowed an advanced analysis of patients’ state. This database includes structural and functional connectivity matrices estimated from tractography and rs-fMRI time-series of each subject analyzed (15 HC, 15 AD, 15 FTD, 15 ALS). An ad-hoc grey matter (GM) parcellation atlas has been created combining 93 cerebral (including cortical/subcortical structures) and 31 cerebellar labels. Each GM parcellation is reported as a node in the connectivity matrices. Two types of SC matrices are reported: a distance matrix containing the length of tracts connecting each pair of nodes and a weight matrix in which connections strengths (number of streamlines) are normalized by the maximum value per each subject. The time-course of BOLD signals has been extracted for each node and the experimental FC matrix (expFC) is computed as the Pearson’s correlation coefficient (PCC) of the time-courses between each pair of brain regions.
description: Funding: Ricerca Corrente 2020, Ministry of Health (Italy)
DOI: 10.5281/zenodo.7100864
title: Memecry:Tracing the Repetition-with-Variation of Formulas on 4chan/pol/

description: Datasets underlying the analysis of the paper "Memecry: Tracing the Repetition-with-Variation of Formulas on 4chan/pol/ This upload includes the following: <strong>seedwords.csv: </strong>A .csv file with terms we used as a seed list to filter for 4chan/pol/-post containing vernacular. <strong>seedword-network_x.gdf/gephi: </strong>.gdf and .gephi network files for NPMI-weighted co-word networks of /pol/-posts. We only included posts that contained one of the aforementioned seed list words. <strong>twoflow-data_x.xlsx: </strong>.xlsx files with data on triplets common to 4chan/pol/. We identified these three-word sequences through the above network files. For example: "gr8 b8 m8", "orange man bad", "lurk moar newfag". The Excel data on these triplet includes: The absolute amount of /pol/-posts per year mentioning the triplets (within a window of five words). The average NPMI scores between the three triplet words per year. The top co-words per year having an average NPMI higher than 0.18 with <em>two of the three</em> triplet words. <strong>triplets.csv</strong>: A .csv file with the extracted triplets, including their common appearance as memetic phrases and a short explanation. This data was used for "two-flow graphs" available at oilab.eu/formulas/. See the paper for full explanations on the data.
description: Sal Hagen has received a PhD in the Humanities grant from the Dutch Research Council (NWO) under grant number PGW.19.030. Tommaso Venturini author works has been supported by the European Union – Horizon 2020 Program under the scheme "INFRAIA-01-2018-2019 – Integrating Activities for Advanced Communities", Grant Agreement n.871042, "SoBigData++: European Integrated Infrastructure for Social Mining and Big Data Analytics" (http://www.sobigdata.eu).
DOI: 10.5281/zenodo.7100863
title: Memecry:Tracing the Repetition-with-Variation of Formulas on 4chan/pol/

description: Datasets underlying the analysis of the paper "Memecry: Tracing the Repetition-with-Variation of Formulas on 4chan/pol/ This upload includes the following: <strong>seedwords.csv: </strong>A .csv file with terms we used as a seed list to filter for 4chan/pol/-post containing vernacular. <strong>seedword-network_x.gdf/gephi: </strong>.gdf and .gephi network files for NPMI-weighted co-word networks of /pol/-posts. We only included posts that contained one of the aforementioned seed list words. <strong>twoflow-data_x.xlsx: </strong>.xlsx files with data on triplets common to 4chan/pol/. We identified these three-word sequences through the above network files. For example: "gr8 b8 m8", "orange man bad", "lurk moar newfag". The Excel data on these triplet includes: The absolute amount of /pol/-posts per year mentioning the triplets (within a window of five words). The average NPMI scores between the three triplet words per year. The top co-words per year having an average NPMI higher than 0.18 with <em>two of the three</em> triplet words. <strong>triplets.csv</strong>: A .csv file with the extracted triplets, including their common appearance as memetic phrases and a short explanation. This data was used for "two-flow graphs" available at oilab.eu/formulas/. See the paper for full explanations on the data.
description: Sal Hagen has received a PhD in the Humanities grant from the Dutch Research Council (NWO) under grant number PGW.19.030. Tommaso Venturini author works has been supported by the European Union – Horizon 2020 Program under the scheme "INFRAIA-01-2018-2019 – Integrating Activities for Advanced Communities", Grant Agreement n.871042, "SoBigData++: European Integrated Infrastructure for Social Mining and Big Data Analytics" (http://www.sobigdata.eu).
DOI: 10.21227/ht6d-7d52
title: Dataset for Vibroacoustic Detection of Pedicle Screw Loosening

description: Dataset captured in an experimental setup using four human cadaveric hip specimens by exciting the vertebra of interest with a sine sweep vibration at the spinous process and attaching a custom highly-sensitive piezo contact microphone to the screw head to capture the propagated vibration characteristic.
DOI: 10.6084/m9.figshare.19596553
title: Facility New column Labels 2 Analysis.xlsx

description: Data collected from an original field study
DOI: 10.6084/m9.figshare.19596553.v1
title: Facility New column Labels 2 Analysis.xlsx

description: Data collected from an original field study
DOI: 10.5281/zenodo.7101770
title: Supplementary material to the article "Finding a way into an interpreter's heart: Methodological considerations on heart-rate variability building on an exploratory study"

description: Supplementary material to the article "Finding a way into an interpreter's heart: Methodological considerations on heart-rate variability building on an exploratory study" by Nicoletta Spinolo, Christian Olalla-Soler & Ricardo Muñoz Martín. The ZIP file contains the four texts that were used in the study reported in the article. Reference: Spinolo, Nicoletta; Olalla-Soler, Christian, Muñoz Martín, Ricardo (202X). "Finding a way into an interpreter's heart: Methodological considerations on heart-rate variability building on an exploratory study".