cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/cgxsbcsx35.1
title: BENGALI LITERATURE'S EVOLUTION UNDER MUSLIM RULE IN BENGAL: HISTORICAL AND CULTURAL PERSPECTIVES

description: Bengal's history dates back to ancient times, with various dynasties and a diverse population. The term "Bangala" originated from a non-Aryan tribe, and the region was populated by Aryans during the post-Vedic era. The arrival of Muslims and a diverse amalgamation of racial groups contributed to its ethnically heterogeneous composition. The Islamic system of education and the Persian language played a significant role in Bengal's development. The Ancient Indian Aryan Language Period, from 1250 B.C. to 500 B.C., saw the spread of Sanskrit and the development of Prakrit. Bengali language and literature can be traced back to Apabhramsha, with the first known instance dating back to Charyyagitika. The Senas, who followed Brahmin culture and Hindu religion, disrupted the Bengali language's trajectory due to the decline of the Pala dynasty, the Senas' ascendance, and the destruction of Buddhist monuments. Muslim invasion in Bengal facilitated the development of Bengali literature, with the Rikhta Style being created by saint-poet Nur Kutb-i Alam. During Muslim rule, Bengali literature experienced significant development and reputation, with local poets and musicians producing diverse works in Bengali, drawing inspiration from Perso-Arabic and indigenous sources. The Romantic, Dobhasi, Heroic, Elegiac, and Mystic traditions also played significant roles in shaping Bengali literature.
DOI: 10.6084/m9.figshare.21397158
title: South African LNCS papers 1973-2022

description: This study investigated the research participation of South African (RSA) authors in LNCS for the period 1973 to 2022.
DOI: 10.6084/m9.figshare.21397158.v31
title: South African LNCS papers 1973-2022

description: This study investigated the research participation of South African (RSA) authors in LNCS for the period 1973 to 2022.
DOI: 10.17632/3pn2rnv2wg.1
title: Shoplifting Dataset

description: Our proposed dataset will be made publicly available to foster and promote research in human action recognition behaviors, including the development of robbery detection systems, human movement detection systems, safety systems, theft detection systems, and anomaly detection in automatic surveillance cameras.
DOI: 10.17632/f4xrnkrsm3.1
title: neural network checkpoint - best auc

description: Neural network checkpoint. Chyeckpoint taken for model with best AUC. This dataset accompanies the paper K.A. Ciecierski, T. Mandat; Classification of DBS microelectrode recordings using a residual neural network with attention in the temporal domain; Neural Networks; 2023; ISSN 0893-6080; https://doi.org/10.1016/j.neunet.2023.11.021. Please cite the above reference if you wish to use this data.
DOI: 10.17632/hxbbzx899k.1
title: neural network checkpoint - best loss

description: Neural network checkpoint. Chyeckpoint taken for model with best loss. This dataset accompanies the paper K.A. Ciecierski, T. Mandat; Classification of DBS microelectrode recordings using a residual neural network with attention in the temporal domain; Neural Networks; 2023; ISSN 0893-6080; https://doi.org/10.1016/j.neunet.2023.11.021. Please cite the above reference if you wish to use this data.
DOI: 10.17632/2jdzmh36h4.1
title: cache of spectrograms of fragments of MER recordings

description: Dataset contains cache of spectrograms of chunks of microelectrode recordings. Dataset is used by the software available at https://github.com/konradci/mer_classifier This dataset accompanies the paper K.A. Ciecierski, T. Mandat; Classification of DBS microelectrode recordings using a residual neural network with attention in the temporal domain; Neural Networks; 2023; ISSN 0893-6080; https://doi.org/10.1016/j.neunet.2023.11.021. Please cite the above reference if you wish to use this data.
DOI: 10.17632/p7zdbbm733.1
title: neural network checkpoint - best accuracy

description: Neural network checkpoint. Chyeckpoint taken for model with best accuracy. This dataset accompanies the paper K.A. Ciecierski, T. Mandat; Classification of DBS microelectrode recordings using a residual neural network with attention in the temporal domain; Neural Networks; 2023; ISSN 0893-6080; https://doi.org/10.1016/j.neunet.2023.11.021. Please cite the above reference if you wish to use this data.
DOI: 10.17632/tr93krswn2.1
title: RAW Deep Brain Stmulation Recordings

description: The dataset contains 4650 DBS recordings acquired during 46 DBS surgeries for Parkinson's Disease. Metadata describing recordings (patient's id, surgery_id, hemisphere_id, electrode name, recording depth and length, and finally the class) are in the feather format that can be loaded using the Python pandas library. The class has a value 1 for recordings registered within the Subthalamic Nucleus (STN) and 0 otherwise. Raw samples are stored in a npz file format that can be read using the Python numpy library. The dataset contains examples of use in pdf and Python notebook format. This dataset accompanies the paper K.A. Ciecierski, T. Mandat; Classification of DBS microelectrode recordings using a residual neural network with attention in the temporal domain; Neural Networks; 2023; ISSN 0893-6080; https://doi.org/10.1016/j.neunet.2023.11.021. Please cite the above reference if you wish to use this data.
DOI: 10.17632/bs955sfs9z.1
title: Data for: The response mechanism of Gram-negative bacterial 3-OH-FAs to soil pH: community changes vs. membrane adaption

description: Dataset 1 The distribution of 3-hydroxy fatty acid distributions in soil samples from Mt. Fanjing, the overlying soil of Haozhuzi Cave, and the lakeside of Chenghai Lake. Dataset 2 The Gram-negative bacterial communities in soil samples from Mt. Fanjing, the overlying soil of Haozhuzi Cave, and the lakeside of Chenghai Lake.
DOI: 10.17632/bs955sfs9z.2
title: Data for: The response mechanism of Gram-negative bacterial 3-OH-FAs to soil pH: community changes vs. membrane adaption

description: Dataset 1 The distribution of 3-hydroxy fatty acid distributions in soil samples from Mt. Fanjing, the overlying soil of Haozhuzi Cave, and the lakeside of Chenghai Lake. Dataset 2 The Gram-negative bacterial communities in soil samples from Mt. Fanjing, the overlying soil of Haozhuzi Cave, and the lakeside of Chenghai Lake.
DOI: 10.17632/hfvfjp4965.1
title: Shareable data for systematic literature review "Alternative, short or local food networks? From Ambiguity to Conceptual Consolidation"

description: This dataset provides the full sample of papers extracted from Scopus for the systematic literature review.
DOI: 10.17632/xkzg7r8pkx.1
title: Debt composition data

description: Data on foreign debts and national debts of a sample of 30 developing countries. Data are public and collected from the IMF, the WB, and national banks.
DOI: 10.17632/3tgyvwj7h4.1
title: Supplemental Materials: Cutaneous Immune-Related Adverse Event Burden and Effect on Immunotherapy: A Retrospective Review of the Experience at a Tertiary Care Immunotherapy Center

description: Supplemental Materials for JAAD article "Cutaneous Immune-Related Adverse Event Burden and Effect on Immunotherapy: A Retrospective Review of the Experience at a Tertiary Care Immunotherapy Center"
DOI: 10.17632/x29xkj8mkn.1
title: Classical and neural PCA for image compression - Matlab files

description: Matlab scripts, functions and image files for the classical and neural network-based PCA aproaches for lossy image compression. Scripts (require Matlab Deep Learning Toolbox and the helper functions given below): - pca_classical.m: image compression/decompression procedure using the classical PCA approach, - pca_neural_autoencoder.m: image compression/decompression procedure using the neural linear autoencoder, - pca_neural_gha.m: image compression/decompression procedure using the GHA neural network. Functions: - prep_diff_image.m: preparing the difference image frame matrix based on the original image matrix, - prep_decompr_image.m: preparing the reconstructed (decompressed) image matrix based on the reconstructed (decompressed) image frame matrix, - calc_error_coeffs.m: calculating different indicators of the image compression error, - gha.m: training the GHA neural network (Matlab function shared by David Gleich in https://www.cs.purdue.edu/homes/dgleich/projects/pca_neural_nets_website/neural-pca-ica.zip). Images: - baboon.tif, - barbara.tif, - lena.tif, - lighthouse.tif.
DOI: 10.17632/p2j6psch8r.1
title: Mechanical properties dataset of mortar reinforced with babassu coconut fiber for strength prediction with artificial neural networks

description: This is the dataset used to strength prediction of mortar reinforced with babassu coconut fiber using artificial neural networks. The dataset contains 51 samples, which come from tests carried out on 13 batches produced in experimental stage. The variables considered in this study include: cement, sand, water/cement ratio, maximum fiber length, fiber percentage and slump, as well as tensile and compressive strength.
DOI: 10.17632/6hykgjvmn5.2
title: B cell depletion attenuates CD27 signaling of T helper cells in multiple sclerosis

description: These are mass cytometry datasets to reproduce the analysis from "B cell depletion attenuates CD27 signaling of T helper cells in multiple sclerosis".
DOI: 10.4121/7b024697-659a-47ad-95a4-0497bf52b432
title: Dataset concerning: Lilobot: a cognitive conversational agent to train child helpline counselors on social support

description: Data collected as part of an evaluation study of a BDI-based conversational agent for training counsellors of a child helpline to publish a paper, "Dataset concerning: Lilobot: a cognitive conversational agent to train child helpline counselors on social support". This dataset contains survey responses of participants with regards to two measures - counselling self-efficacy and perceived usefulness of the agent, in addition to usefulness and BDI scores. It also contains double coding analysis and training materials. The design of the study is available at https://osf.io/hkxzc. This dataset was built on a previous dataset made for Sharon Grundmann's Master thesis: https://doi.org/10.4121/17371919
DOI: 10.4121/7b024697-659a-47ad-95a4-0497bf52b432.v2
title: Dataset concerning: Lilobot: a cognitive conversational agent to train child helpline counselors on social support

description: Data collected as part of an evaluation study of a BDI-based conversational agent for training counsellors of a child helpline to publish a paper, "Dataset concerning: Lilobot: a cognitive conversational agent to train child helpline counselors on social support". This dataset contains survey responses of participants with regards to two measures - counselling self-efficacy and perceived usefulness of the agent, in addition to usefulness and BDI scores. It also contains double coding analysis and training materials. The design of the study is available at https://osf.io/hkxzc. This dataset was built on a previous dataset made for Sharon Grundmann's Master thesis: https://doi.org/10.4121/17371919
DOI: 10.6084/m9.figshare.24550777
title: Dataset for MH Journal article.csv

description: In this paper, I have assessed the perceptions and attitudes of college students towards formal mental health support including campus-based mental healthcare services in Rwanda.
DOI: 10.6084/m9.figshare.24550780
title: <b>Appendix 1: Key Resources</b>

description: The details about the qPCR probes and the antibodies.
DOI: 10.6084/m9.figshare.24550780.v1
title: <b>Appendix 1: Key Resources</b>

description: The details about the qPCR probes and the antibodies.
DOI: 10.17632/wwbtfwwfwn.1
title: Interview with ChatGPT 3.5 on the Integration of GenAI tools into Experiential Learning for Authentic Assessment, an Example of Lean Healthcare in Operations Management Education

description: This interview delves into the integration of GenAI tools into Experiential Learning activities for Authentic Assessment in a Lean Healthcare context, as explained by Chat GPT 3.5.
DOI: 10.7303/syn52943214
title: Kallionpaa et al., Mass spectrometry of human cutaneous neurofibromas and the overlying skin
DOI: 10.17632/5d23cvn94y.1
title: O isolamento social no contexto da pandemia covid-19 e a saúde mental: perspectivas de idosos institucionalizados

description: Dados oriundos da transcrição de entrevistas com pessoas idosas institucionalizadas, participantes da pesquisa: O isolamento social no contexto da pandemia covid-19 e a saúde mental: perspectivas de idosos institucionalizados.
DOI: 10.17632/rrbdwhbyxs.1
title: The Effect, Barriers and Facilitators of Mobile Phone Services Short Message Service Reminders) in Improving Anti-Retroviral Therapy Adherence Among People Living with Human Immune Virus in Wakiso District, Uganda.

description: Research was conducted to determine the effect of mobile phone services, Short Mesaging Servces, on adherence amongst people living with HIV in Wakiso district. Questions were asked to selected people living with HIV at selected health facilities and the outcomes of these interviews are summarised in the data set.
DOI: 10.17632/y6hbw7bxt8.1
title: Sharing norm, Household Efficiency and Female demand for Agency in the Philippines

description: REPLICATION FILES for BALAND, BEQUET, GUIRKINGER & MANUEL, Sharing norm, Household Efficiency and Female demand for Agency in the Philippines, World Development (forthcoming)
DOI: 10.17632/pkvvkj4y85.1
title: Data for: Resistant REE phosphates as possible sources of environmental dissolved REE: insight from experimental bio-weathering of xenotime and monazite

description: Research Data for the manuscript entitled "Resistant REE phosphates as possible sources of environmental dissolved REE: insight from experimental bio-weathering of xenotime and monazite"
DOI: 10.17632/383b9npwrd.1
title: I4-SCI-SCV-SCP

description: Dataset of our study on Industry 4.0 impacts on supply chain performance.
DOI: 10.17632/gjhvhmnvxy.1
title: Odoribacter splanchnicus

description: We isolated an anaerobe bacteria from clinical samples, the VITEK 2 ANC Test Kit, which based on the biochemical method could not identify Odoribacter splanchnicus (probably to the lack of database entries with this strain). We identified it by using matrix-assisted laser desorption/ionization-time of flight mass spectrometry (MALDI-TOF MS) Biotyper (Library BDAL-11897-4274 Version 12, Bruker Daltonics, Bremen, Germany) . The isolated strain was identified Odoribacter splanchnicus with a score of 2.110(the credibility is high). Because of the discrepancy between the results of these two analytical methods, 16S rRNA sequencing was adopted for further verification. The BLAST software ( MEGA software version 10) was used to conduct homology analysis of the gene sequences of the isolated strain and those in the GenBanK database. The isolated strain showed a 100% match to the 16S rRNA of Odoribacter splanchnicus (GenBank No.NR_074535.1) , was in the same clade as Odoribacter splanchnicus and belonged to the same species. The mass spectrometry figure of Odoribacter splanchnicus and Phylogenetic tree can help with the accurate identification of this bacterium in the future.
DOI: 10.17632/tvp5f2shnm.1
title: Internal Migration, Remittances and Economic Development

description: Code and data for replicating the results in our paper "Internal Migration, Remittances and Economic Development"
DOI: 10.17632/8nwdyr7f4s.1
title: Chemical composition of nodules analyzed by LA-ICP-MS

description: Major and trace elements compositions of nodules from CCFZ
DOI: 10.17632/drykb7nvcn.1
title: RNF14-dependent atypical ubiquitylation promotes translation-coupled resolution of RNA-protein crosslinks - Zhao, Cordes et al.

description: Unprocessed and uncompressed imaging data organised by figures and panels.
DOI: 10.17632/f9w9gwscvt.1
title: Supplementary material - Variation in protein metabolism biomarkers during the transition period and associations with health, colostrum quality, reproduction, and milk production traits in Holstein cows.

description: Siachos et al., Supplementary Material - Variation in protein metabolism biomarkers during the transition period and associations with health, colostrum quality, reproduction, and milk production traits in Holstein cows.
DOI: 10.17632/cr5dfc4mnk.1
title: Intracellular metabolomics of control and ca-Acvr1(A11) mutant nasal process cells

description: To probe for possible effects of elevated BMP signaling in CNCCs through constitutively activated ACVR1 (ca-ACVR1) at the metabolite level, we performed quantitative metabolomic profiling of control and ca-Acvr1(A11) mutant nasal process cells.
DOI: 10.17632/3rkv8p9vdn.1
title: dispersal_process

description: Experimental datasets for the paper entitled "High immigration rates critical for establishing emigration-driven diversity in microbial communities"
DOI: 10.17632/8tz8bvy3zd.1
title: Personalized corticosteroid treatment

description: Study Flowchart & Tables
DOI: 10.17632/s6xst3v9bx.1
title: Database of planetary gear trains suitable for the design of automatic transmission mechanisms

description: The complete databases of tree graphs and planetary gear trains suitable for the design of automatic transmission mechanisms are provided. Upper triangular elements of the adjacency matrix of each graph are stored in the database, where letter “A” represents number “10”, and letter “B” represents number “11”.
DOI: 10.17632/jjgc53prjx.1
title: Microbial activity and litter invertebrate dataset

description: Data collected in eight study areas in São Paulo, linked to the article "Variability in soil microbial activity and litter invertebrates across land use gradients in pasture restoration." Spreadsheet 1 has information about microbial activity and litter invertebrates; Spreadsheet 2 has information about the tree community, litter production, and soil quality; Spreadsheet 3 has the metadata.
DOI: 10.17632/4hgyg8p7kg.1
title: Mukh-Biboron

description: Mukh-Biboron is a dataset containing Bangla textual descriptions of images of faces. This dataset has 40 appropriate Bangla Facial Attributes and their annotations for over 200,000 images. Mukh-Biboron also contains 10 diverse Bangla captions of more than 200,000 facial images. Mukh-Biboron is derived from the publicly available CelebA dataset.
DOI: 10.17632/4hgyg8p7kg.2
title: Mukh-Biboron

description: Mukh-Biboron is a dataset containing Bangla textual descriptions of images of faces. This dataset has 40 appropriate Bangla Facial Attributes and their annotations for over 200,000 images. Mukh-Biboron also contains 10 diverse Bangla captions of more than 200,000 facial images. Mukh-Biboron is derived from the publicly available CelebA dataset.
DOI: 10.17632/2j7gwmyt84.1
title: CU_Market_Orientation

description: The data set includes the raw data and the SEM run in SmartPLS4
DOI: 10.17632/7yy46fmg35.1
title: Use of doxycycline as adjuvant periodontal treatment in patients with periodontitis.

description: A controlled experimental study was conducted to analyse the effects of applying doxycycline as an adjuvant in periodontal scaling-smoothing treatment for patients with periodontitis. Fifty patients were assessed and divided into two groups of 25 each: group A received a hygienic phase and scaling-smoothing, and group B received a hygienic phase, scaling-smoothing, and the application of a mixture of doxycycline 100mg dissolved in saline solution at the subgingival level for 3 minutes. The results showed that Group A displayed a reduction in probing depth. Before scaling and smoothing, the mean was 3.73mm. After 21 days, the mean decreased to 2.46mm. Gum colour prior to scaling and planing was coral pink, with 28% in both females and males. Post scaling and planing, coral pink remained predominant, with 28% in females and 20% in males. The consistency of the gums after scaling and planing was mainly firm and flexible, with 48% of females and 44% of males having this texture, whereas 2 patients had a soft consistency. The texture of the gums before scaling and planing was mainly non-punctate, with 44% in females and 36% in males. After scaling and planing, the texture of the gums was mainly stippled, with 44% of females and 44% of males having this texture. It was concluded that the application of a mixture of doxycycline 100mg with saline was the most effective.
DOI: 10.17632/hzdgd2xttr.1
title: Data scientists

description: This dataset includes the tool use and skills of data scientists, the challenges faced by data scientists, and much more. The number of countries participants from 32 Total Responses 132 Total number of questions were asked 22
DOI: 10.17632/rr6msc7ksz.1
title: Mesophyllum expansum in Mediterranean reefs. Failed cultivation attempt.

description: Mesophyllum expansum in Mediterranean reefs. Failed cultivation attempt.
DOI: 10.17632/z4v48pb992.1
title: Learning about the Consumption Risk Exposure of Firms

description: This file contains the replication code for “Learning about the Consumption Risk Exposure of Firms”, published in the Journal of Financial Economics.
DOI: 10.17632/68vf2hmd2f.1
title: STRATEGIC ANALYSIS OF EDUCATIONAL INTERVENTIONS FOR ADVANCING RURAL DEVELOPMENT: A MULTIFACETED APPROACH TO DIVERSE KNOWLEDGE MODALITIES

description: Abstract: The educational system in West Bengal is characterised by a well-organized and targeted approach aimed at augmenting pupils' cognitive understanding. Although policy papers in West Bengal emphasize education as a catalyst for growth and social change, the tangible incorporation of pioneering initiatives into official policies and practices has not yet occurred. Drawing upon several research studies and field observations, this study attempts to elucidate the aforementioned phenomenon. Moreover, drawing on the experience in West Bengal, this study contends that it is imperative to recognise local practises of knowledge and education as legitimate forms of knowledge and education. This acknowledgement would enhance the understanding of knowledge outside the confines of formal and non-formal educational systems. This observation would enable us to see that knowledge exists in several forms, rather than being singular. In the contemporary era characterised by globalisation, it is essential for individuals to possess information that facilitates their connection with the broader global community, beyond their own spheres of existence. Simultaneously, it is essential to place significance on individuals' knowing and educating practises, acknowledge the significance of all types of knowledge, and cease the dichotomous and demeaning practise of categorising individuals as illiterate, a term that has been assigned to a substantial portion of the population.
DOI: 10.5281/zenodo.10081891
title: Dataset from "Dust storms increase the tolerance of phytoplankton to thermal and pH changes"

description: Access to the experimental data (.xls file) and the codes of the mathematical models (matlab files, see also Readme document) for nutrient release (soluble reactive phosphorus, SRP) and growth for the Scenedesmus obliquus experiment.
DOI: 10.5281/zenodo.10081892
title: Dataset from "Dust storms increase the tolerance of phytoplankton to thermal and pH changes"

description: Access to the experimental data (.xls file) and the codes of the mathematical models (matlab files, see also Readme document) for nutrient release (soluble reactive phosphorus, SRP) and growth for the Scenedesmus obliquus experiment.
DOI: 10.34711/inptdat.812
title: Fast framing images of the kINPen Science as example set of images for testing BLITZ image viewer

description: The dataset contains a set of 180 images showing the dynamics of the effluent of the kINPen Science at a distance of 7 mm in front of a grounded copper plate. The image data set can be analysed by means of the open-source BLITZ image viewer (https://github.com/CodeSchmiedeHGW/BLITZ), shading light on the plasma-induced flow dynamics.