cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10092342
title: Brazilian Forensic Letter Database

description: The BFL database composed of 315 writers, three samples per writer, summing up 945 images. The motivation for using such database is the growing interest of the Brazilian forensic experts as well as the Brazilian Federal Police in writer verification/identification .
The samples were provided by undergraduate students inthree different sessions during one month. The texts werecollected on an A4 white sheet of paper with no pen-drawbaseline and then scanned in gray level with 300 dpi (3760 X 2448). Each writer was allowed to use his/her own pen, which means that several different pens were used. The text is concise (131 words) and complete in the sense that it contains all characters (letters and numerals) and certain character combinations of interest. This makes it suitable for text-dependent writer identification as well. The image below shows the letter contents and a sample of the database.
 
The BFL Database may be used for non-commercial research provided you acknowledge the source of the image by citing the following paper in publications about your research:

C. Freitas, L. S. Oliveira, R. Sabourin, F. Bortolozzi Brazilian Forensic Letter Database, 11th International Workshop on Frontiers on Handwriting Recognition (IWFHR-11), Montreal, QC, Canada, August 19-21 2008. (pdf).
Related Papers:

Hanusiak, R. K., Justino, E., Oliviera, L. S., Sabourin, R. Writer Verification Using Texture-based Features, International Journal of Document Analysis and Recognition, 15(3):213-226, 2012. (pdf)
Bertolini, D.,Oliveira, L. S., Justino, E., Sabourin, R., Texture-based Descriptors for Writer Identification and Verification, Expert Systems With Applications, 40(6):2069-2080, 2013. (pdf).
DOI: 10.5281/zenodo.10092343
title: Brazilian Forensic Letter Database

description: The BFL database composed of 315 writers, three samples per writer, summing up 945 images. The motivation for using such database is the growing interest of the Brazilian forensic experts as well as the Brazilian Federal Police in writer verification/identification .
The samples were provided by undergraduate students inthree different sessions during one month. The texts werecollected on an A4 white sheet of paper with no pen-drawbaseline and then scanned in gray level with 300 dpi (3760 X 2448). Each writer was allowed to use his/her own pen, which means that several different pens were used. The text is concise (131 words) and complete in the sense that it contains all characters (letters and numerals) and certain character combinations of interest. This makes it suitable for text-dependent writer identification as well. The image below shows the letter contents and a sample of the database.
 
The BFL Database may be used for non-commercial research provided you acknowledge the source of the image by citing the following paper in publications about your research:

C. Freitas, L. S. Oliveira, R. Sabourin, F. Bortolozzi Brazilian Forensic Letter Database, 11th International Workshop on Frontiers on Handwriting Recognition (IWFHR-11), Montreal, QC, Canada, August 19-21 2008. (pdf).
Related Papers:

Hanusiak, R. K., Justino, E., Oliviera, L. S., Sabourin, R. Writer Verification Using Texture-based Features, International Journal of Document Analysis and Recognition, 15(3):213-226, 2012. (pdf)
Bertolini, D.,Oliveira, L. S., Justino, E., Sabourin, R., Texture-based Descriptors for Writer Identification and Verification, Expert Systems With Applications, 40(6):2069-2080, 2013. (pdf).
DOI: 10.14473/csda/ahjj0f
title: Naše společnost 2019 - květen

description: Výzkum provedl výzkumný tým CVVM Sociologického ústavu AV ČR, v.v.i., v rámci výzkumu „Naše společnost 2019". Sběr dat provedla tazatelská síť CVVM.
DOI: 10.14473/csda/l8qsj8
title: Naše společnost 2019 - duben

description: Výzkum provedl výzkumný tým CVVM Sociologického ústavu AV ČR, v.v.i., v rámci výzkumu „Naše společnost 2019". Sběr dat provedla tazatelská síť CVVM.
DOI: 10.5281/zenodo.10088346
title: A Two Level Neural Approach Combining Off-Chip Prediction with Adaptive Prefetch Filtering
title: Traces - Volume 2

description: To alleviate the performance and energy overheads of contemporary applications with large data footprints, we propose the Two Level Perceptron (TLP) predictor, a neural mechanism that effectively combines predicting whether an access will be off-chip with adaptive prefetch filtering at the first-level data cache (L1D). TLP is composed of two connected microarchitectural perception predictors, named First Level Predictor (FLP) and Second Level Predictor (SLP). FLP performs accurate off-chip prediction by using several program features based on virtual addresses and a novel selective delay component. The novelty of SLP relies on leveraging off-chip prediction to drive L1D prefetch filtering by using physical addresses and the FLP prediction as features. TLP constitutes the first hardware proposal targeting both off-chip prediction and prefetch filtering using a multi-level perception hardware approach. TLP only requires 7KB of storage. To demonstrate the benefits of TLP we compare its performance with state-of-the-art approaches using off-chip prediction and prefetch filtering on a wide range of single-core and multi-core workloads. Our experiments show that TLP reduces the average DRAM transactions by 30.7% and 17.7%, as compared to a baseline using state-of-the-art cache prefetchers but no off-chip prediction mechanism, across the single-core and multi-core workloads, respectively, while recent work significantly increases DRAM transactions. As a result, TLP achieves geometric mean performance speedups of 6.2% and 11.8% across single-core and multi-core workloads, respectively. In addition, our evaluation demonstrates that TLP is effective independently of the L1D prefetching logic.
DOI: 10.5281/zenodo.10088347
title: A Two Level Neural Approach Combining Off-Chip Prediction with Adaptive Prefetch Filtering
title: Traces - Volume 2

description: To alleviate the performance and energy overheads of contemporary applications with large data footprints, we propose the Two Level Perceptron (TLP) predictor, a neural mechanism that effectively combines predicting whether an access will be off-chip with adaptive prefetch filtering at the first-level data cache (L1D). TLP is composed of two connected microarchitectural perception predictors, named First Level Predictor (FLP) and Second Level Predictor (SLP). FLP performs accurate off-chip prediction by using several program features based on virtual addresses and a novel selective delay component. The novelty of SLP relies on leveraging off-chip prediction to drive L1D prefetch filtering by using physical addresses and the FLP prediction as features. TLP constitutes the first hardware proposal targeting both off-chip prediction and prefetch filtering using a multi-level perception hardware approach. TLP only requires 7KB of storage. To demonstrate the benefits of TLP we compare its performance with state-of-the-art approaches using off-chip prediction and prefetch filtering on a wide range of single-core and multi-core workloads. Our experiments show that TLP reduces the average DRAM transactions by 30.7% and 17.7%, as compared to a baseline using state-of-the-art cache prefetchers but no off-chip prediction mechanism, across the single-core and multi-core workloads, respectively, while recent work significantly increases DRAM transactions. As a result, TLP achieves geometric mean performance speedups of 6.2% and 11.8% across single-core and multi-core workloads, respectively. In addition, our evaluation demonstrates that TLP is effective independently of the L1D prefetching logic.
DOI: 10.14473/csda/7oahtd
title: Naše společnost 2019 - březen

description: Výzkum provedl výzkumný tým CVVM Sociologického ústavu AV ČR, v.v.i., v rámci výzkumu „Naše společnost 2019". Sběr dat provedla tazatelská síť CVVM.
DOI: 10.14473/csda/if2eri
title: Naše společnost 2019 - únor

description: Výzkum provedl výzkumný tým CVVM Sociologického ústavu AV ČR, v.v.i., v rámci výzkumu „Naše společnost 2019". Sběr dat provedla tazatelská síť CVVM.
DOI: 10.4121/e4857ba7-488b-47bc-8be5-da747cbd5ca0
title: SeaClear Hardware Development Data

description: This repository contains the publicly available data regarding the hardware development for the SeaClear project (https://seaclear-project.eu/).
DOI: 10.4121/e4857ba7-488b-47bc-8be5-da747cbd5ca0.v1
title: SeaClear Hardware Development Data

description: This repository contains the publicly available data regarding the hardware development for the SeaClear project (https://seaclear-project.eu/).
DOI: 10.5281/zenodo.10101869
title: Pre- and co-seismic landslides of the Sept. 5 Luding earthquake

description: This folder contains the pre- and co-seismic landslides inventories,  intensity circle, and seismogenic fault of the Mw 6.6  Luding, China earthquake.  The earthquake occurred on 2022-09-05 at 04:52 UTC, the hypocenter was located at 29.61° N, 102.03° E at a depth of 13.0 km. The mapping region encompasses the intensity IX circle of the earthquake.
DOI: 10.5281/zenodo.10101870
title: Pre- and co-seismic landslides of the Sept. 5 Luding earthquake

description: This folder contains the pre- and co-seismic landslides inventories,  intensity circle, and seismogenic fault of the Mw 6.6  Luding, China earthquake.  The earthquake occurred on 2022-09-05 at 04:52 UTC, the hypocenter was located at 29.61° N, 102.03° E at a depth of 13.0 km. The mapping region encompasses the intensity IX circle of the earthquake.
DOI: 10.14473/csda/2p7vv7
title: Naše společnost 2018 - prosinec

description: Výzkum provedl výzkumný tým CVVM Sociologického ústavu AV ČR, v.v.i., v rámci výzkumu „Naše společnost 2018". Sběr dat provedla tazatelská síť CVVM.
DOI: 10.5255/ukda-sn-856750
title: West Midlands Local Policy Innovation Partnerships, Phase 1 Data, 2023

description: In this project we capitalised on the achievements of the West Midlands Regional Economic Development Institute (WMREDI) collaboration and the policy-focused research efforts of our university affiliates throughout the West Midlands. Our focus in Phase 1 revolved around establishing, enhancing, and diversifying partnerships between research entities/teams and regional stakeholders, with the goal of pinpointing local needs and devising a strategy to address them in our Phase 2 WM LPIP agenda. We were committed to making strides in tackling 'wicked problems', which were notoriously difficult due to their intricate and interwoven nature, alongside more straightforward issues where the prospects for communities and locales could be swiftly elevated. This record contains data from 1) mapping sub-regional administrative data in the West Midlands and 2) sub-regional workshops in the West Midlands with key stakeholders and community members.
DOI: 10.14473/csda/7cqgkp
title: Naše společnost 2018 - listopad

description: Výzkum provedl výzkumný tým CVVM Sociologického ústavu AV ČR, v.v.i., v rámci výzkumu „Naše společnost 2018". Sběr dat provedla tazatelská síť CVVM.
DOI: 10.14473/csda/lhgzus
title: Naše společnost 2018 - říjen

description: Výzkum provedl výzkumný tým CVVM Sociologického ústavu AV ČR, v.v.i., v rámci výzkumu „Naše společnost 2018". Sběr dat provedla tazatelská síť CVVM.
DOI: 10.14473/csda/e3ewri
title: Naše společnost 2018 - září

description: Výzkum provedl výzkumný tým CVVM Sociologického ústavu AV ČR, v.v.i., v rámci výzkumu „Naše společnost 2018". Sběr dat provedla tazatelská síť CVVM.
DOI: 10.34740/kaggle/dsv/6937394
title: 2021 World Population (updated daily)
DOI: 10.6084/m9.figshare.22302763
title: The Effect of Danger-Associated Molecular Patterns on Survival in Acute Graft versus Host Disease

description: All data of the study population
DOI: 10.6084/m9.figshare.22302763.v1
title: The Effect of Danger-Associated Molecular Patterns on Survival in Acute Graft versus Host Disease

description: All data of the study population
DOI: 10.34740/kaggle/dsv/6937404
title: YouTube Trending Video Dataset (updated daily)
DOI: 10.5281/zenodo.10101970
title: Anaysis Cancer publications and datasets Spanish institutions 2011-2021
DOI: 10.5281/zenodo.10101971
title: Anaysis Cancer publications and datasets Spanish institutions 2011-2021
DOI: 10.5281/zenodo.10102036
title: CUT&RUN_myProtein

description: CUT&RUN samples for my proteins 1-3 after degradation of protein 2; includes negative and positive control and information on sequencing identifiers
DOI: 10.5281/zenodo.10102037
title: CUT&RUN_myProtein

description: CUT&RUN samples for my proteins 1-3 after degradation of protein 2; includes negative and positive control and information on sequencing identifiers
DOI: 10.5281/zenodo.10102050
title: CUT&RUN_X

description: CUT&RUN data of human cancer cell line.
DOI: 10.5281/zenodo.10102051
title: CUT&RUN_X

description: CUT&RUN data of human cancer cell line.
DOI: 10.6084/m9.figshare.24541999
title: Characterization of field-evolved resistance to pyridalyl in a near-isogenic line of tobacco cutworm, <i>Spodoptera litura</i>

description: Characterization of field-evolved resistance to pyridalyl in a near-isogenic line of tobacco cutworm, <i>Spodoptera litura</i>
DOI: 10.6084/m9.figshare.24541999.v1
title: Characterization of field-evolved resistance to pyridalyl in a near-isogenic line of tobacco cutworm, <i>Spodoptera litura</i>

description: Characterization of field-evolved resistance to pyridalyl in a near-isogenic line of tobacco cutworm, <i>Spodoptera litura</i>
DOI: 10.6084/m9.figshare.24025071.v1
title: Tables S1-3

description: Genome statistics, features and specialty genes of<i> Bacillus licheniformis strain </i>T5
DOI: 10.14473/csda/ajhhit
title: Naše společnost 2018 - červen

description: Výzkum provedl výzkumný tým CVVM Sociologického ústavu AV ČR, v.v.i., v rámci výzkumu „Naše společnost 2018". Sběr dat provedla tazatelská síť CVVM.
DOI: 10.5281/zenodo.10102052
title: Data for: Individual variation in the habitat selection of upstream migrating fish near a barrier

description: Telemetry tracks and associated environmental data for tagged barbel (Barbus barbus) and grayling (Thymallus thymallus) during their upstream migration.
DOI: 10.5281/zenodo.10102053
title: Data for: Individual variation in the habitat selection of upstream migrating fish near a barrier

description: Telemetry tracks and associated environmental data for tagged barbel (Barbus barbus) and grayling (Thymallus thymallus) during their upstream migration.
DOI: 10.5281/zenodo.10069288
title: AeroPath: An airway segmentation benchmark dataset with challenging pathology
DOI: 10.5281/zenodo.10069289
title: AeroPath: An airway segmentation benchmark dataset with challenging pathology
DOI: 10.14473/csda/oeqyfe
title: Naše společnost 2018 - květen

description: Výzkum provedl výzkumný tým CVVM Sociologického ústavu AV ČR, v.v.i., v rámci výzkumu „Naše společnost 2018". Sběr dat provedla tazatelská síť CVVM.
DOI: 10.6084/m9.figshare.24025071
title: Tables S1-4

description: Genome statistics, features and specialty genes of<i> Bacillus licheniformis strain </i>T5
DOI: 10.6084/m9.figshare.24025071.v2
title: Tables S1-4

description: Genome statistics, features and specialty genes of<i> Bacillus licheniformis strain </i>T5
DOI: 10.5281/zenodo.10102121
title: Individual heterogeneity in ixodid tick infestation and prevalence of Borrelia burgdorferi sensu lato in a northern community of small mammalian hosts

description: Dataset and scripts for our paper "Individual heterogeneity in ixodid tick infestation and prevalence of Borrelia burgdorferi sensu lato in a northern community of small mammalian hosts" in Oecologia
DOI: 10.5281/zenodo.10102122
title: Individual heterogeneity in ixodid tick infestation and prevalence of Borrelia burgdorferi sensu lato in a northern community of small mammalian hosts

description: Dataset and scripts for our paper "Individual heterogeneity in ixodid tick infestation and prevalence of Borrelia burgdorferi sensu lato in a northern community of small mammalian hosts" in Oecologia
DOI: 10.48612/msupe/tr4t-gfp5-3h7z
title: PECS_IV+_intervention_case_study_data

description: Data represent the multiple-baseline case study results of the behavioral intervention effectiveness in children with severe multiple developmental disorders. The psycho-educational intervention was based on the use of augmentative and alternative communication tablet app "PECS IV+". The app is devoted to the mastering of the functional communication skills by children with low level of the verbal communication. 
Presented following registered parameters in three participants: 
- mands (non-verbal request behavior); 
- problem-type behavior;
DOI: 10.5281/zenodo.10068478
title: Time-series global 30 m wetland maps from 2000 to 2022

description: Basic information
A novel global 30 m wetland annual dataset with fine classification system is generated, covering the period of 2000-2022 and containing 8 wetland subcategories (permanent water, swamp, marsh, flooded flats, saline, mangrove forest, salt marshes, and tidal flats). 
Notes:
The GWL_FCS30 annual maps are divided into 961 5°×5° geographical tiles, and each tile contains 23 bands which denotes the tidal flat maps in 2000, 2001, 2002,..., 2021, 2022.
Usage Policy:
If you plan to use our data in a scientific analysis paper, we strongly recommend contacting us in advance to seek opinions, and consider our contributions in the acknowledgments or as co-authors.
Citations:
Zhang, X., Liu, L., Zhao, T., Chen, X., Lin, S., Wang, J., Mi, J., and Liu, W.: GWL_FCS30: a global 30 m wetland map with a fine classification system using multi-sourced and time-series remote sensing imagery in 2020, Earth Syst. Sci. Data, 15, 265–293, https://doi.org/10.5194/essd-15-265-2023, 2023
DOI: 10.5281/zenodo.10068479
title: Time-series global 30 m wetland maps from 2000 to 2022

description: Basic information
A novel global 30 m wetland annual dataset with fine classification system is generated, covering the period of 2000-2022 and containing 8 wetland subcategories (permanent water, swamp, marsh, flooded flats, saline, mangrove forest, salt marshes, and tidal flats). 
Notes:
The GWL_FCS30 annual maps are divided into 961 5°×5° geographical tiles, and each tile contains 23 bands which denotes the tidal flat maps in 2000, 2001, 2002,..., 2021, 2022.
Usage Policy:
If you plan to use our data in a scientific analysis paper, we strongly recommend contacting us in advance to seek opinions, and consider our contributions in the acknowledgments or as co-authors.
Citations:
Zhang, X., Liu, L., Zhao, T., Chen, X., Lin, S., Wang, J., Mi, J., and Liu, W.: GWL_FCS30: a global 30 m wetland map with a fine classification system using multi-sourced and time-series remote sensing imagery in 2020, Earth Syst. Sci. Data, 15, 265–293, https://doi.org/10.5194/essd-15-265-2023, 2023
DOI: 10.5281/zenodo.10098249
title: Nicholson-Cohen-SfN-2023-poster
DOI: 10.5281/zenodo.10098250
title: Nicholson-Cohen-SfN-2023-poster
DOI: 10.25824/redu/ai6aho
title: 2- A new approach to the mechanisms of agglomeration in fluidized beds based on Spatial Filter Velocimetry measurements.tab

description: :unav
DOI: 10.25824/redu/uja7pb
title: A new approach to the mechanisms of agglomeration in fluidized beds based on spatial filter velocimetry measurements

description: Essa base de dados corresponde aos dados de caracterização da celulose microcristalina (umidade e tamanho de partículas), comportamento fluidinâmico (velocidade mínima de fluidização), planejamento experimental Plackett-Burman, validação dos dados de tamanho de partículas obtidos pela sonda de velocimetrial de filtro espacial por comparação com os dados de difração à laser, classe de tamanhos.
DOI: 10.25824/redu/ldl9tr
title: 4- The formation of solid bridges during agglomeration in a fluidized bed Investigation by Raman spectroscopy and image analyses.tab

description: :unav
DOI: 10.25824/redu/xowgvp
title: The formation of solid bridges during agglomeration in a fluidized bed: investigation by Raman spectroscopy and image analyses

description: Essa base de dados corresponde aos dados de espectroscopia Raman, microscopia eletrônica de varredura, microscopia de fluorescência e classes de tamanho das partículas submetidas ao processo de aglomeração em leito fluidizado.
DOI: 10.6084/m9.figshare.24542071
title: Dates of PIIE

description: Intervention in Physical Education
DOI: 10.6084/m9.figshare.24542071.v1
title: Dates of PIIE

description: Intervention in Physical Education
DOI: 10.6084/m9.figshare.24542059
title: Results of TYK2 QA for openfe v0.14.0

description: Results of TYK2 QA for openfe v0.14.0
DOI: 10.6084/m9.figshare.24542059.v1
title: Results of TYK2 QA for openfe v0.14.0

description: Results of TYK2 QA for openfe v0.14.0
DOI: 10.5281/zenodo.10102125
title: Anatomically accurate mesh: Using Gaussian process for velocity reconstruction after coronary stenosis applicable in positron emission particle tracking

description: The FLUENT mesh files of the anatomically accurate geometry with and without stenosis at LCx. 
The stenosis has been created virtually. 
The particle tracking data for is included.
DOI: 10.5281/zenodo.7837534
title: Anatomically accurate mesh: Using Gaussian process for velocity reconstruction after coronary stenosis applicable in positron emission particle tracking

description: The FLUENT mesh files of the anatomically accurate geometry with and without stenosis at LCx. 
The stenosis has been created virtually. 
The particle tracking data for is included.
DOI: 10.5281/zenodo.7837535
title: Anatomically accurate mesh: Using Gaussian process for velocity reconstruction after coronary stenosis applicable in positron emission particle tracking

description: The FLUENT mesh files of the anatomically accurate geometry with and without stenosis at LCx. 


The stenosis has been created virtually.
DOI: 10.17632/n882hp8f97.1
title: europe_air_cargo_counttry_data_2019_2020

description: origin destination data of european air cargo movements in 2019 and 2020
DOI: 10.17632/562fjb2b5y.1
title: DATASET OF TYPE 2 DIABETES MELLITUS PATIENTS WITH GAS GANGRENE PEDIC COMPLICATED WITH OSTEOMYELITIS, OSTEONECROSIS, & CHARCOT-MARIE TOOTH

description: •Data doc. provide information about patient biodata related to age and gender. The final data also contains patient diagnoses, laboratory examination results, RDP and RP medicine, as well as complications. •Sheet Complications (.xlsx), of type 2 diabetes mellitus patients with gas gangrene pedi .xlsx provides information about the types of complications experienced by patients. These complications include Wagner Grade •Sheet Laboratory Tests (.xlsx), contains Complete blood count and Bacterial culture data •DM Therapy Sheet (.xlsx), contains types of DM treatment therapy based on Wagner grade •Sheet Therapy Diabetic Foot (.xlsx), contains operative therapy for diabetic foot based on Wagner grade This study aims to describe Suffering Therapy Type 2 Diabetes Mellitus with Gas Gangrene Pedis Complicated by Osteomyelitis, Osteonecrosis, and Charcot-Marie tooth. This study aims to describe information on Suffering Therapy Type 2 Diabetes Mellitus with Gas Gangrene Pedis Complicated by Osteomyelitis, Osteonecrosis, and Charcot-Marie Tooth obtained from the results of secondary data research at Bhayangkara Kediri Hospital for the period January 2021 - March 2022. This dataset can be used as a tool to determine appropriate treatment for patients diagnosed with type 2 diabetes mellitus and gas gangrene pedis
DOI: 10.17632/k866d8xvwm.1
title: supplementary figures

description: Supplementary figures for “Bovine milk osteopontin improved intestinal health of pregnant rats fed a high-fat diet through improving bile acid metabolism”
DOI: 10.17632/gkfx465zwk.1
title: The vacancies data from popular agregators (hh.ru, trudvsem.ru, etc.)

description: The dataset contains 575957 vacancies information from popular job search websites in Russia from June 2022 to November 2023. The dataset includes the following sources: hh.ru, trudvsem.ru, superjob.ru, rabota.ru.