cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48366/r204209
title: Blockchain-based Access Management Mechanisms

description: Blockchain technology has been deemed to be an ideal choice for strengthening existing computing systems in varied manners. As one of the network-enabled technologies, cloud computing has been broadly adopted in the industry through numerous cloud service models. Fusing blockchain technology with existing cloud systems has a great potential in both functionality/performance enhancement and security/privacy improvement. This is a comparison of the key differences between various blockchain-based access management mechanisms.
DOI: 10.48366/r204130
title: Software-defined networking security solutions and requirements

description: Software-Defined Networking (SDN) has gained special attention in both academia and industry. It is a new network architecture framework for networking, which decouples the network control plane from the data plane at physical topology. SDN promotes centralization of network control and introduces the ability to program the network. However, the development of the SDN is constrained by various security concerns, e.g., the central management of SDN is ideal for security attack. This comparison reviews security solutions in SDN against specified security requirements in order to figure out open issues and motivate future research efforts.
DOI: 10.48366/r204080
title: Privacy-Preserving Deep Learning on Machine Learning as a Service

description: The exponential growth of big data and deep learning has increased the data exchange traffic in society. Machine Learning as a Service, (MLaaS) which leverages deep learning techniques for predictive analytics to enhance decision-making, has become a hot commodity. However, the adoption of MLaaS introduces data privacy challenges for data owners and security challenges for deep learning model owners. Data owners are concerned about the safety and privacy of their data on MLaaS platforms, while MLaaS platform owners worry that their models could be stolen by adversaries who pose as clients. Consequently, Privacy-Preserving Deep Learning (PPDL) arises as a possible solution to this problem. This work is a performance (accuracy and inference time) comparison between state-of-the-art PPDL methods.
DOI: 10.48366/r193463
title: Attacks against the Online Advertising System

description: Online advertising has become the backbone of the Internet economy by revolutionizing business marketing. The exponential growth in advertising revenue has motivated fraudsters to exploit the weaknesses of the online advertising model to make money, and researchers to discover new security vulnerabilities in the model, to propose countermeasures and to forecast future trends in research. This goal of this comparison is to describe all current attack vectors against the online advertising system.
DOI: 10.48366/r193278
title: BGP Security Solutions

description: The goal of this comparison is to summarize the efficacy and the operational use of the Border Gateway Protocol (BGP) security solutions. Description of properties: "in use": indicates whether the solution is in operational use, "method": indicates whether the solution is based on a cryptographic protocol or an anomaly detection service, "origin authentication": indicates whether the origin AS is authenticated, "path authentication": indicates whether the AS path is authenticated, "topology authentication": indicates whether the AS paths are conforming to the correct topology. Description of values: A system is considered "strong" if it provides authenticity guarantees and "weak" if the data/methods used are probabilistic.
DOI: 10.7284/141206
title: Multiplexed data collected during research cruise AE2021 using a BIOS METOC instrument system onboard the platform RV Atlantic Explorer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141207
title: Multiplexed data collected during research cruise AE2021 using a BIOS METOC instrument system onboard the platform RV Atlantic Explorer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141208
title: Multiplexed data collected during research cruise AE2021 using a BIOS METOC instrument system onboard the platform RV Atlantic Explorer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141210
title: Multiplexed data collected during research cruise AE2021 using a BIOS METOC instrument system onboard the platform RV Atlantic Explorer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141205
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise AE2021 using a Hawaii UHDAS instrument system onboard the platform RV Atlantic Explorer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141209
title: CTD (Conductivity, Temperature, Depth) data collected during research cruise AE2021 using a SeaBird SBE-911+ instrument system onboard the platform RV Atlantic Explorer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.5281/zenodo.6963809
title: SEESAW quantification data for temporal gene expression across osteoblastogenesis (B6xCAST), n=9

description: Osteoblast cells mature from a mesenchymal stem cell pool to become cells capable of forming bone matrix and mineralizing this matrix. The goal of this study was to characterize temporal changes in the transcriptome across osteoblast maturation, starting with committed mesenchymal stem cell/ early pre-osteoblast stage through to mature osteoblasts capable of matrix mineralization. Methods: Enriched populations of pre-osteoblast-like cells were obtained from neonatal calvaria from B6xCAST mice expressing CFP under the control of the Col3.6 promoter. These cells were placed into culture for 4 days, removed from culture and subjected to FACS sorting based on the presence/absence of CFP expression. Cells expressing CFP were returned to culture, subjected to an osteoblast differentiation cocktail and RNA was collected at 2, 4, 6, 8, 10, 12, 14, 16 and 18 days post differentiation. Methods II: mRNA profiles for each time point were generated by next generation RNA sequencing, using an Illumina HiSeq 2000. Three technical replicates per sample were sequenced. Overall design: Gene expression in calvarial osteoblasts from neonatal B6xCAST-Col3.6 CFP mice at 9 time points post differentiation. File description: the R data files (.rda) provide outputs of the scripts in the mikelove/osteoblast-quant GitHub repo (July 2022, commit 01d96490), having run the fishpond package function importAllelicCounts() followed by minimal filtering. The `_counts.rda` files contain SummarizedExperiment objects with estimated count, TPM abundance, and effective length, but do not contain inferential replicates (bootstrap counts), although the transcript-level allelic counts object contains bootstrap mean and variances for every isoform, sample, and allele. The other two `.rda` files are summarized to gene level. The `_quant_dirs.tgz` files contain all the Salmon quantification data including bootstraps for the 9 time points. They are grouped into sets of three for convenience. The `CAST_EiJ.diploid.fa.gz` file provides the transcript sequences that were used for Salmon quantification. The `B6xCAST_discordant_global_AI.csv` file contains the same information as presented in Table S1 of Wu et al (2022). These are TSS-level results for 134 genes showing significant and discordant patterns within gene. The other 6 CSV files provide global and dynamic AI testing results at three levels of resolution: gene level, isoform level (txp), and TSS level where TSS within 50bp are combined into a single TSS-group. The significance cutoff is a q-value of 0.05. The code used for generating these results is provided in the GitHub repo: FennecFish/osteoblast-test.
DOI: 10.5281/zenodo.6963808
title: SEESAW quantification data for temporal gene expression across osteoblastogenesis (B6xCAST), n=9

description: Osteoblast cells mature from a mesenchymal stem cell pool to become cells capable of forming bone matrix and mineralizing this matrix. The goal of this study was to characterize temporal changes in the transcriptome across osteoblast maturation, starting with committed mesenchymal stem cell/ early pre-osteoblast stage through to mature osteoblasts capable of matrix mineralization. Methods: Enriched populations of pre-osteoblast-like cells were obtained from neonatal calvaria from B6xCAST mice expressing CFP under the control of the Col3.6 promoter. These cells were placed into culture for 4 days, removed from culture and subjected to FACS sorting based on the presence/absence of CFP expression. Cells expressing CFP were returned to culture, subjected to an osteoblast differentiation cocktail and RNA was collected at 2, 4, 6, 8, 10, 12, 14, 16 and 18 days post differentiation. Methods II: mRNA profiles for each time point were generated by next generation RNA sequencing, using an Illumina HiSeq 2000. Three technical replicates per sample were sequenced. Overall design: Gene expression in calvarial osteoblasts from neonatal B6xCAST-Col3.6 CFP mice at 9 time points post differentiation. File description: the R data files (.rda) provide outputs of the scripts in the mikelove/osteoblast-quant GitHub repo (July 2022, commit 01d96490), having run the fishpond package function importAllelicCounts() followed by minimal filtering. The `_counts.rda` files contain SummarizedExperiment objects with estimated count, TPM abundance, and effective length, but do not contain inferential replicates (bootstrap counts), although the transcript-level allelic counts object contains bootstrap mean and variances for every isoform, sample, and allele. The other two `.rda` files are summarized to gene level. The `_quant_dirs.tgz` files contain all the Salmon quantification data including bootstraps for the 9 time points. They are grouped into sets of three for convenience. The `CAST_EiJ.diploid.fa.gz` file provides the transcript sequences that were used for Salmon quantification. The `B6xCAST_discordant_global_AI.csv` file contains the same information as presented in Table S1 of Wu et al (2022). These are TSS-level results for 134 genes showing significant and discordant patterns within gene. The other 6 CSV files provide global and dynamic AI testing results at three levels of resolution: gene level, isoform level (txp), and TSS level where TSS within 50bp are combined into a single TSS-group. The significance cutoff is a q-value of 0.05. The code used for generating these results is provided in the GitHub repo: FennecFish/osteoblast-test.
DOI: 10.7284/141212
title: Multiplexed data collected during research cruise AE2022 using a BIOS METOC instrument system onboard the platform RV Atlantic Explorer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141213
title: Multiplexed data collected during research cruise AE2022 using a BIOS METOC instrument system onboard the platform RV Atlantic Explorer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141214
title: Multiplexed data collected during research cruise AE2022 using a BIOS METOC instrument system onboard the platform RV Atlantic Explorer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141216
title: Multiplexed data collected during research cruise AE2022 using a BIOS METOC instrument system onboard the platform RV Atlantic Explorer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141211
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise AE2022 using a Hawaii UHDAS instrument system onboard the platform RV Atlantic Explorer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141215
title: CTD (Conductivity, Temperature, Depth) data collected during research cruise AE2022 using a SeaBird SBE-911+ instrument system onboard the platform RV Atlantic Explorer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.20483754
title: Erythroxylum shatona decontaminated FSCR

description: .....
DOI: 10.6084/m9.figshare.20483754.v1
title: Erythroxylum shatona decontaminated FSCR

description: .....
DOI: 10.17608/k6.auckland.19618014
title: Concept maps study: raw data set and final exam questions

description: raw data
DOI: 10.17608/k6.auckland.19618014.v3
title: Concept maps study: raw data set and final exam questions

description: raw data
DOI: 10.17608/k6.auckland.19618014.v2
title: Raw Data Concept Maps Tutorial Self-Efficacy

description: raw data
DOI: 10.6084/m9.figshare.20483796
title: Untitled Item

description: .....
DOI: 10.6084/m9.figshare.20483796.v1
title: Untitled Item

description: .....
DOI: 10.7284/126352
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise PE17-01 using a Hawaii UHDAS instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/124542
title: Barometer data collected during research cruise PE17-01 using a Vaisala PTB101B instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/124603
title: CTD (Conductivity, Temperature, Depth) data collected during research cruise PE17-01 using a SeaBird SBE-911+ instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/124543
title: Hygrometer data collected during research cruise PE17-01 using a Vaisala HMP45 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/124544
title: Transmissometer data collected during research cruise PE17-01 using a WETLabs C-Star instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/124545
title: TSG (Thermosalinograph) data collected during research cruise PE17-01 using a SeaBird SBE-21 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.20483790
title: Supplemental tables for Larue et al. 2021

description: Supplemental tables for https://doi.org/10.1016/j.cub.2021.04.050 <br> S1: Binomial name abbreviations and genome and annotation metadata for all species. <br> S2: Metadata pertaining to the snRNA analysis. <br> S2: RNA-seq accession numbers used in the snRNP analysis.
DOI: 10.6084/m9.figshare.20483790.v1
title: Supplemental tables for Larue et al. 2021

description: Supplemental tables for https://doi.org/10.1016/j.cub.2021.04.050 <br> S1: Binomial name abbreviations and genome and annotation metadata for all species. <br> S2: Metadata pertaining to the snRNA analysis. <br> S2: RNA-seq accession numbers used in the snRNP analysis.
DOI: 10.7284/126356
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise PE17-05A using a Hawaii UHDAS instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/124558
title: Barometer data collected during research cruise PE17-05A using a Vaisala PTB101B instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/124559
title: Hygrometer data collected during research cruise PE17-05A using a Vaisala HMP45 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/124560
title: Transmissometer data collected during research cruise PE17-05A using a WETLabs C-Star instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/124561
title: TSG (Thermosalinograph) data collected during research cruise PE17-05A using a SeaBird SBE-21 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/126358
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise PE17-06 using a Hawaii UHDAS instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/124566
title: Barometer data collected during research cruise PE17-06 using a Vaisala PTB101B instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/124607
title: CTD (Conductivity, Temperature, Depth) data collected during research cruise PE17-06 using a SeaBird SBE-911+ instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/124567
title: Hygrometer data collected during research cruise PE17-06 using a Vaisala HMP45 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.3886/e108801v1-125080
title: A Qualitative Investigation of Black Students' Perceptions of School Racial Climate

description: In Spring 2013, Christy Byrd and two graduate student researchers interviewed Black students at a predominantly Black school in an urban area in Michigan. Participants were first in a focus group and then completed an individual interview 2-3 weeks later. In the focus group, participants were asked to describe how people at school got along across racial and cultural lines and what they learned about race and culture. In the individual interview, they were asked if they had thought of anything else since the focus group and what it was like being a Black student at the school. The participants were paid $10 for each interview and selected their own pseudonyms.<br><br>According to state data, the school is 84% non-Hispanic Black or African American and 14% Hispanic. About 85% of the school’s students were eligible for free or reduced lunch. The school served about 800 students in grades 7 through 12. Demographic information for staff indicated that 28% of teachers and 64% of administrators were African American; 59% of teachers and 27% of administrators were White; 4% of teachers and 0% of administrators were Hispanic/Latino.<br>
description: All participants at the high school were invited to participate in a study on "diversity in their school". Those who returned parent consent forms were scheduled for interviews.
description: Black high school students.
description: face-to-face interview;
DOI: 10.7284/124568
title: Transmissometer data collected during research cruise PE17-06 using a WETLabs C-Star instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/124569
title: TSG (Thermosalinograph) data collected during research cruise PE17-06 using a SeaBird SBE-21 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.3761562.v2308
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.7284/126359
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise PE17-07 using a Hawaii UHDAS instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/124608
title: CTD (Conductivity, Temperature, Depth) data collected during research cruise PE17-07 using a SeaBird SBE-911+ instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/127678
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise PE17-08 using a Hawaii UHDAS instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/127672
title: Barometer data collected during research cruise PE17-08 using a Vaisala PTB101B instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/127676
title: CTD (Conductivity, Temperature, Depth) data collected during research cruise PE17-08 using a SeaBird SBE-911+ instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/127677
title: GNSS (Global Navigation Satellite System) data collected during research cruise PE17-08 using a Ashtech ADU800 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/127673
title: Hygrometer data collected during research cruise PE17-08 using a Vaisala HMP45 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/127674
title: Transmissometer data collected during research cruise PE17-08 using a WETLabs C-Star instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/127675
title: TSG (Thermosalinograph) data collected during research cruise PE17-08 using a SeaBird SBE-21 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/127692
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise PE17-12 using a Hawaii UHDAS instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/127686
title: Barometer data collected during research cruise PE17-12 using a Vaisala PTB101B instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/127690
title: CTD (Conductivity, Temperature, Depth) data collected during research cruise PE17-12 using a SeaBird SBE-911+ instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/127691
title: GNSS (Global Navigation Satellite System) data collected during research cruise PE17-12 using a Ashtech ADU800 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/127687
title: Hygrometer data collected during research cruise PE17-12 using a Vaisala HMP45 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/127688
title: Transmissometer data collected during research cruise PE17-12 using a WETLabs C-Star instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/127689
title: TSG (Thermosalinograph) data collected during research cruise PE17-12 using a SeaBird SBE-21 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/127706
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise PE17-18 using a Hawaii UHDAS instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/127700
title: Barometer data collected during research cruise PE17-18 using a Vaisala PTB101B instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition