cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14044576
title: TRANSFORMING BANKING SECURITY: THE ROLE OF DEEP LEARNING IN FRAUD DETECTION SYSTEMS

description: In the digital banking landscape, the increasing volume of online transactions has heightened the risk of fraudulent activities, necessitating the development of more effective detection systems. This study investigates the efficacy of various machine learning and deep learning algorithms in identifying fraudulent transactions, emphasizing Long Short-Term Memory (LSTM) networks. We implemented and evaluated multiple algorithms, including Logistic Regression, Random Forest, Gradient Boosting Machines (GBM), and XGBoost, on a large-scale credit card transaction dataset. Our results demonstrate that the LSTM model outperforms traditional machine learning algorithms, achieving an accuracy of 98.5%, precision of 87.2%, recall of 85.0%, and an Area Under the Curve (AUC) score of 0.94. These findings highlight the superior capability of LSTM networks to capture complex patterns in sequential transaction data, making them an asset for real-time fraud detection in banking. This research underscores the need for financial institutions to adopt advanced deep learning techniques to enhance their fraud detection systems, thereby minimizing financial losses and improving customer trust.
DOI: 10.15468/dl.9ws2w9
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sabanejewia balcanica (Karaman, 1922)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026925-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27619446
title: Supplementary Material for: Anp32b-deficiency suppresses ocular development by repression of Pax6

description: Introduction
This study aims to elucidate the role and molecular mechanisms of acidic leucine-rich nuclear phosphoprotein 32kDa B (Anp32b)-deficiency in ocular development.
Methods
We used constitutive C57BL/6-derived Anp32b−/− mice to elucidate the role of Anp32b in ocular development, including the phenotype and proportion of eye malformation in different genotypes. RNA-Seq analysis and rescue experiments were performed to investigate the underlying mechanisms of Anp32b.
Results
Deletion of Anp32b contributes to severe defects in ocular development, including anophthalmia and microphthalmia. Moreover, Anp32b is highly expressed in the lens, and Anp32b−/− embryos with microphthalmia often exhibit severely impaired lens development. Mechanistically, ANP32B directly interacts with paired box protein 6 (PAX6), a master transcriptional regulator, and enhances its transcriptional activity. Overexpression of PAX6 partially but significantly reverses the inhibition of proliferation observed in ANP32B knockdown lens epithelial cells.
Conclusions
Our findings indicate that Anp32b-deficiency suppresses ocular development by repressing Pax6 and identify that Anp32b is a viable therapeutic target for ocular developmental defects.
DOI: 10.15468/dl.y56hbw
title: Occurrence Download

description: A dataset containing 633 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is RB - Rio de Janeiro Botanical Garden Herbarium Collection",
 "Country is Croatia"
 ]
}

 The dataset includes 633 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026927-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27619446.v1
title: Supplementary Material for: Anp32b-deficiency suppresses ocular development by repression of Pax6

description: Introduction
This study aims to elucidate the role and molecular mechanisms of acidic leucine-rich nuclear phosphoprotein 32kDa B (Anp32b)-deficiency in ocular development.
Methods
We used constitutive C57BL/6-derived Anp32b−/− mice to elucidate the role of Anp32b in ocular development, including the phenotype and proportion of eye malformation in different genotypes. RNA-Seq analysis and rescue experiments were performed to investigate the underlying mechanisms of Anp32b.
Results
Deletion of Anp32b contributes to severe defects in ocular development, including anophthalmia and microphthalmia. Moreover, Anp32b is highly expressed in the lens, and Anp32b−/− embryos with microphthalmia often exhibit severely impaired lens development. Mechanistically, ANP32B directly interacts with paired box protein 6 (PAX6), a master transcriptional regulator, and enhances its transcriptional activity. Overexpression of PAX6 partially but significantly reverses the inhibition of proliferation observed in ANP32B knockdown lens epithelial cells.
Conclusions
Our findings indicate that Anp32b-deficiency suppresses ocular development by repressing Pax6 and identify that Anp32b is a viable therapeutic target for ocular developmental defects.
DOI: 10.15468/dl.w6ksnw
title: Occurrence Download

description: A dataset containing 489 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Prosopis juliflora (Sw.) DC."
 ]
}

 The dataset includes 489 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026930-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48544/f417fb2f-7323-4941-861e-26c21a1c94c3
title: INPRO Competency Framework: User's Guide
DOI: 10.15468/dl.2p4w2e
title: Occurrence Download

description: A dataset containing 617 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Lund University Biological Museum - Insect collections Inventory",
 "Country is Croatia"
 ]
}

 The dataset includes 617 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026926-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8hx4cu
title: Occurrence Download

description: A dataset containing 6015 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex comosa Boott"
 ]
}

 The dataset includes 6015 records from 194 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026929-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wkbauc
title: Occurrence Download

description: A dataset containing 662 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Snow Entomological Museum Collection",
 "Country is Croatia"
 ]
}

 The dataset includes 662 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026928-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qg9cw7
title: Occurrence Download

description: A dataset containing 2715 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pedionomus torquatus Gould, 1840"
 ]
}

 The dataset includes 2715 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026931-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.spcnh5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pipistrellus hanaki Hulva & Benda, 2004",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026933-241024112534372/datasets/export for details.
DOI: 10.15468/dl.32nxg9
title: Occurrence Download

description: A dataset containing 608 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Trawl-survey data from the Pipeta Expedition in the Adriatic Sea (Mediterranean) collected in 1982",
 "Country is Croatia"
 ]
}

 The dataset includes 608 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026935-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cefqgx
title: Occurrence Download

description: A dataset containing 625 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Tethys Research Institute shipboard survey cetacean sightings 1986-2012",
 "Country is Croatia"
 ]
}

 The dataset includes 625 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026934-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bgpuep
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Barbus pergamonensis Karaman, 1971",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026937-241024112534372/datasets/export for details.
DOI: 10.15468/dl.jk6rpy
title: Occurrence Download

description: A dataset containing 1082 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex exsiccata L.H.Bailey"
 ]
}

 The dataset includes 1082 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026936-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ttjslk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is CHAMAEROPS HUMILIS",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042257-180508205500799/datasets/export for details.
DOI: 10.15468/dl.5fdefu
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "Geometry POLYGON((-5.90938 37.97356,-5.49061 35.97682,-1.7994 36.63168,-3.01642 37.69859,-3.56301 38.24961,-5.90938 37.97356))",
 "HasGeospatialIssue is false",
 "TaxonKey is Sternbergia colchiciflora Waldst. & Kit."
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043107-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ze5gh
title: Occurrence Download

description: A dataset containing 1487 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Iris humilis Georgi"
 ]
}

 The dataset includes 1487 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034527-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1jrpb7
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Telmatobius timens De la Riva, Aparicio & Ríos, 2005",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 69 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008124-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dbebsa
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kalanchoe angolensis N.E.Br."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034528-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sc4hv6
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adiantum hollandiae Alderw."
 ]
}

 The dataset includes 32 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016489-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c98vlr
title: Occurrence Download

description: A dataset containing 2867 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pistia stratiotes L."
 ]
}

 The dataset includes 2867 records from 213 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008124-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qnxpfd
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adiantum longzhouensis A.H.Wang, F.G.Wang & F.W.Xing"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016514-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ttg59
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kalanchoe antennifera Desc."
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034531-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hd0nx1
title: Occurrence Download

description: A dataset containing 622 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chisocheton cumingianus (C.DC.) Harms"
 ]
}

 The dataset includes 622 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008154-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zsccva
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adiantum madagascariense Rosend."
 ]
}

 The dataset includes 75 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016517-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9srmyo
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tachysphex krombeini Kurczewski, 1971"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008124-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4udwn5
title: Occurrence Download

description: A dataset containing 320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material citation, Material sample, Specimen, Living Specimen)",
 "TaxonKey is Ephedra coryi E.L.Reed"
 ]
}

 The dataset includes 320 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034494-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rtcgiv
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pennisetum purpureum subsp. flexispica (K.Schum.) Maire & Weiller"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008124-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h8wfxd
title: Occurrence Download

description: A dataset containing 624 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fumaria bicolor Nicotra"
 ]
}

 The dataset includes 624 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052087-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rv4a9z
title: Occurrence Download

description: A dataset containing 447 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kalanchoe blossfeldiana Poelln."
 ]
}

 The dataset includes 447 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034584-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdnpnd
title: Occurrence Download

description: A dataset containing 4667 species occurrences available in GBIF matching the query:
{
 "ScientificName" : [
 "is Helianthus annuus"
 ]
}

 The dataset includes 4667 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008124-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9sj4qs
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jatropha glauca Vahl"
 ]
}

 The dataset includes 152 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034539-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q35zzz
title: Occurrence Download

description: A dataset containing 1988 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "TaxonKey is Phoenicopterus roseus Pallas, 1811",
 "Year 2012-2013"
 ]
}

 The dataset includes 1988 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043108-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ueer2q
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is ASPHODELUS AESTIVUS",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042258-180508205500799/datasets/export for details.
DOI: 10.15468/dl.c8qx2s
title: Occurrence Download

description: A dataset containing 2060330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-10.173017805596453 40.92226156946407, -10.173017805596453 51.75700516880109, 10.58670799806848 51.75700516880109, 10.58670799806848 40.92226156946407, -10.173017805596453 40.92226156946407))",
 "EventDate is 2016-08-01,2016-08-31"
 ]
}

 The dataset includes 2060330 records from 496 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043112-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nrdw66
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jatropha decumbens Pax & K.Hoffm."
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034501-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lebymr
title: Occurrence Download

description: A dataset containing 14774 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nymphoides peltata (S. G. Gmelin) O. Kuntze"
 ]
}

 The dataset includes 14774 records from 193 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008125-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dvv4qa
title: Occurrence Download

description: A dataset containing 3914 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chamomilla suaveolens (Pursh) Rydb."
 ]
}

 The dataset includes 3914 records from 133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043124-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ek4bun
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jatropha hypogyna Radcl.-Sm. & Thulin"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034564-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zbhal
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Balistes viridescens Bloch & Schneider, 1801"
 ]
}

 The dataset includes 39 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008125-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fvn8md
title: Occurrence Download

description: A dataset containing 6455 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Manilkara zapota (L.) P.Royen)"
 ]
}

 The dataset includes 6455 records from 354 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043114-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.