cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.pn34gn
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bixa orellana",
 "Country is Benin",
 "HasCoordinate is true"
 ]
}

 The dataset includes 45 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017490-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v6x2mv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bixa orellana",
 "Country is Chad",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017491-250920141307145/datasets/export for details.
DOI: 10.15468/dl.zsdsdk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bixa orellana",
 "Country is Cook Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017492-250920141307145/datasets/export for details.
DOI: 10.15468/dl.ggrc55
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Callistemon linearis)"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017493-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8r6ett
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glossogobius celebius",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 32 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017494-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.anc8hz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bixa orellana",
 "Country is Niue",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017498-250920141307145/datasets/export for details.
DOI: 10.15468/dl.dyhz9c
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bixa orellana",
 "Country is Libya",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017496-250920141307145/datasets/export for details.
DOI: 10.15468/dl.krwpty
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bixa orellana",
 "Country is Guinea-Bissau",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017495-250920141307145/datasets/export for details.
DOI: 10.15468/dl.vbye6j
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Callistemon macropunctatus)"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017497-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2n6xuu
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glossogobius circumspectus",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017499-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6tbm6d
title: Occurrence Download

description: A dataset containing 499 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Callistemon phoeniceus)"
 ]
}

 The dataset includes 499 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017500-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w3n2bs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bixa orellana",
 "Country is Palau",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017501-250920141307145/datasets/export for details.
DOI: 10.15468/dl.raqr73
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bixa orellana",
 "Country is Sudan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017502-250920141307145/datasets/export for details.
DOI: 10.15468/dl.shk8z9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bixa orellana",
 "Country is Tonga",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017503-250920141307145/datasets/export for details.
DOI: 10.25919/p6m3-wq93
title: Parkes observations for project P1327 semester 2025APRS_14

description: The radio radiation neutron star includes objects with spin periods ranging from milliseconds to tens of seconds. In the past years, however, the discovery of ultra-long period radio transient sources has posed a new challenge to the classical theoretical framework of the neutron star magnetospheric dipole model. In Parkes' observations, we detected single pulses with similar durations to fast radio bursts (FRBs), notably containing quasi-periodic substructures similar to some FRBs, and similar phenomena may have similar physical mechanisms. By observing its single-pulse structures and polarization profiles, we hope to understand the origin of radio emission from magnetars and establish the potential association between Galactic neutron stars and FRBs. Hence, we strongly request to keep monitoring this source, aiming to detect more signal pulses and interesting multi-structure pulses from PSR J0901-4046 to provide insights into magnetars as possible progenitor origins of FRBs, strengthening the link between magnetars and FRBs.
DOI: 10.15468/dl.8axwvh
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glossogobius giuris",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 27 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017504-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/f7mw-ee70
title: Parkes observations for project P1032 semester 2025APRS_05

description: With this proposal, we aim to continue P1032, the rapid measurements of relativistic parameters of southern binary pulsar systems using data from the Parkes Ultra Wideband Low (UWL) receiver. As the MeerTime project at the MeerKAT radio telescope ended in early 2024, observations with the UWL receiver now form the backbone for extending the timing baselines of many pulsars that have been part of this project. Since the source selection in APRS2024 was tailored such that the UWL receiver is the most (versatile and) suited instrument to achieve the proposed scientific goals for the chosen pulsars, we propose to continue these observations. We will use the UWL data to obtain significant orbital coverage and timing baselines on these pulsars and obtain important constraints on orbital and temporal DM variations that will help in identifying the nature of the companion stars. Increasing the number of measured Neutron Star (NS) masses, as well as improving on current constraints has profound implications for NS internal structure and for stellar and binary evolution physics. We request pre-graded status for this project for the next semester.
DOI: 10.5281/zenodo.17204367
title: Is Call Graph Pruning Really Effective? An Empirical Re-evaluation

description: This artifact contains the dataset, results, and source code associated with the paper. It is divided into three archives:

datasets.zip

This archive includes the datasets produced by this study.

Directory contents:



NJR1



Automatic



list of programs as well as false and true labels.



Manual



manual.csv file (final labels used in the paper)

recorded_evidence.csv (contains call chain and allocation trace evidence)





Xcorpus



Automatic



list of programs as well as false and true labels.



Manual



list of programs 



manual.csv file (final labels used in the paper)

recorded_evidence.csv (contains call chain and allocation trace evidence)








 

experimental_data.zip

This archive includes all the generated data in this study.

Directory contents:





generated_cgs/ – Automatically generated static call graphs and their associated labels.




feature_vectors/ – Structured and token-based features extracted using pre-trained CodeBERT and CodeT5 models.




ML_results/ – Contains all output files, including final results and plots used in the paper.



 

 

source_code.zip

This archive includes all scripts used to generate the dataset and conduct experiments.

Directory contents:





static_cg_generation/ – Scripts for running WALA, DOOP, and OPAL with multiple configurations to generate static call graphs. Each tool’s settings can be found under its config/ subdirectory.




dataset_generation/ – Scripts for dataset construction:






manual_sampling/ – Stratified sampling of call graph edges.




semantic_features/ – Extraction of raw and fine-tuned semantic features.




structured_features/ – Generation of structured graph features.





approach/ – Machine learning experiments and evaluation pipelines described in the paper.




paper/ – Scripts used to generate plots and visualizations presented in the paper.



Each directory includes a README file explaining its structure and usage.

 

Configurations.xlsx

This file contains the configurations we used for each tool in this study.

File contents:





WALA_full_configuration : all the selected configuration for WALA.




Doop_full_configuration : all the selected configurations for Doop.


Opal_full_configuration : all the selected configurations for Opal.


 



WALA_partial_order : list of pairs of configurations we used to generate false labels using partial orders for WALA.

Doop_partial_order : list of pairs of configurations we used to generate false labels using partial orders for Doop.


 

This artifact enables full reproducibility of the dataset creation, feature extraction, and experimental results discussed in the paper.
DOI: 10.15468/dl.a3c6r9
title: Occurrence Download

description: A dataset containing 446 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Callistemon pinifolius)"
 ]
}

 The dataset includes 446 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017506-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jnfvwt
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bixa orellana",
 "Country is Viet Nam",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017507-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pu78hq
title: Occurrence Download

description: A dataset containing 2060 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección de mamíferos del Museo de Historia Natural de la Pontificia Universidad Javeriana"
 ]
}

 The dataset includes 2060 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017508-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cdey5q
title: Occurrence Download

description: A dataset containing 170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glossogobius olivaceus",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 170 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017509-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sdvhr7
title: Occurrence Download

description: A dataset containing 175 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Callistemon rigidus)"
 ]
}

 The dataset includes 175 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017510-250920141307145/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.29610167
title: Figure data

description: This study untangles the mechanism by which epicardial cells, serving as critical mechanosensors, mediate fibrosis through interactions with fibroblasts. Epicardial cells mediate fibroblast activation via the Chemerin-Cmklr1 paracrine signaling pathway through the Pi3k-Akt1-Pou3f1 axis. Breaking Chemerin-Cmklr1 axis by α-NETA demonstrated significant therapeutic potential, supporting its potential clinical translation.
DOI: 10.6084/m9.figshare.29610167.v1
title: Figure data

description: This study untangles the mechanism by which epicardial cells, serving as critical mechanosensors, mediate fibrosis through interactions with fibroblasts. Epicardial cells mediate fibroblast activation via the Chemerin-Cmklr1 paracrine signaling pathway through the Pi3k-Akt1-Pou3f1 axis. Breaking Chemerin-Cmklr1 axis by α-NETA demonstrated significant therapeutic potential, supporting its potential clinical translation.
DOI: 10.15468/dl.kdhpq5
title: Occurrence Download

description: A dataset containing 460517 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-71.100000 43.000000, -67.000000 43.000000, -67.000000 47.500000, -71.100000 47.500000, -71.100000 43.000000))",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2024",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen)",
 "CoordinateUncertaintyInMeters is less than or equal to 10000",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 460517 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017477-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b49dq8
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sida linifolia",
 "Country is Côte d’Ivoire",
 "HasCoordinate is true"
 ]
}

 The dataset includes 101 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017512-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.22fpdj
title: Occurrence Download

description: A dataset containing 395 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sida linifolia",
 "Country is Benin",
 "HasCoordinate is true"
 ]
}

 The dataset includes 395 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017511-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tfv4pj
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sida linifolia",
 "Country is El Salvador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 68 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017513-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/kbn9-2371
title: Long-term project observations for project P1101 semester 2025APRS_09

description: We propose a long-term project to monitor a very active repeater, FRB 20190520B, with Murriyang's UWL system. Our previous observations show that FRB 20190520B is not only among the most active FRBs that can be observed with Murriyang, but also shows extreme rotation measure (RM) and dispersion measure (DM) evolution, along with distinctive behavior at 3GHz frequency. This makes the UWL receiver uniquely suited for detailed studies and long-term monitoring of this repeating FRB. Through this program, we anticipate detecting a large sample of bursts from this FRB. In collaboration with FAST, we aim to investigate the time evolution of various properties of FRB 20190520B, enhance our understanding of polarisation across an extremely wide bandwidth with high sensitivity, and gain deeper insights into the local environment and emission mechanisms of FRBs.
DOI: 10.15468/dl.kh4fhk
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mugilogobius abei",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 40 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017514-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knn9gn
title: Occurrence Download

description: A dataset containing 335 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diplarche multiflora"
 ]
}

 The dataset includes 335 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017515-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fraxms
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Callistemon rugulosus)"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017516-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gpte66
title: Occurrence Download

description: A dataset containing 1810974 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "HasCoordinate is true",
 "Year is 2003"
 ]
}

 The dataset includes 1810974 records from 333 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017402-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j8mfeu
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sida linifolia",
 "Country is Gabon",
 "HasCoordinate is true"
 ]
}

 The dataset includes 60 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017517-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.retyuq
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sida linifolia",
 "Country is Gambia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017518-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3av2ws
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sida linifolia",
 "Country is Guatemala",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017519-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.