cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7761252
title: Evaluation datasets and results of the paper "Can I Trust My Simulation Model? Measuring the Quality of Business Process Simulation Models"

description: Datasets and files used in the evaluation of the publication entitled "Can I Trust My Simulation Model? Measuring the Quality of Business Process Simulation Models", where: <strong><em>BPS-models/</em></strong>: folder containing the BPS models used in the evaluation (the BPS models discovered by ServiceMiner are not included due to privacy reasons). The BPS models discovered by SIMOD are composed of <em>i)</em> a BPMN file with the process model structure, and <em>ii)</em> a JSON file with the parameters of the simulation. These files correspond to the format of Prosimos simulation engine (https://prosimos.cloud.ut.ee/). The BPS models of the Loan Application process are composed of a BPMN file with both the process model structure and parameters, corresponding to the format of the BIMP simulator used in APROMORE (https://apromore.com/). <em><strong>measures/</strong></em>: folder containing the distance values of each measure reported in the paper. <em><strong>original-event-logs/</strong></em>: folder containing the (train and test) event logs used in the evaluation. <em><strong>simulated-logs/</strong></em>: folder containing the simulated logs evaluated in the paper (synthetic, SIMOD, and ServiceMiner). <em><strong>ComputeLogDistance.py</strong></em>: script to compute the distance measures proposed in the paper. To evaluate the distance measures of a set of simulated event logs in the folder <em>simulated_logs/</em> against the test log <em>test_event_log.csv.gz</em>, run:<br> <em> python ComputeLogDistance.py -cfld test_event_log.csv.gz simulated_logs/</em> *The flag <em>-cfld</em> is optional, due to the high computational complexity of the CFLD measure. <strong>WARNING</strong>: set the column names of each log accordingly (where <em>log_1_ids</em> are the IDs of the test log, and <em>log_2_ids</em> the IDs of the simulated logs). Examples: <pre><code class="language-python"># Column IDs for the (train/test) real-life logs, and the SIMOD simulated logs. EventLogIDs( case='case_id', activity='activity', start_time='start_time', end_time='end_time', resource='resource' ) # Column IDs for the Loan Application simulated logs. EventLogIDs( case='case_id', activity='activity', start_time='Start_Time', end_time='End_Time', resource='resource' ) # Column IDs for the ServiceMiner simulated logs. EventLogIDs( case='case_id', activity='Activity', start_time='start_time', end_time='end_time', resource='Resource' )</code></pre>
DOI: 10.15468/gg99fs
title: Marine and Coastal Management - Demersal Surveys (years 2006-) (AfrOBIS)

description: Marine and Coastal Management (MCM) is one of four branches of the Department of Environmental Affairs and Tourism. It is the regulatory authority responsible for managing all marine and coastal activities. The demersal data set collected from cruises around the South African Coast, and currently contains 201741 records of 230 families. For ease of extraction the dataset has been divided into 6 - years ranging from 1983-1985, 1986-1990, 1991-1995, 1996-2000, 2001-2005 and 2006.
DOI: 10.15468/dl.wbr7uu
title: Occurrence Download

description: A dataset containing 3536 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Caulerpa cylindracea Sonder, 1845)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3536 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086768-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/xnp8z5
title: Finnish Entomological Database: Trichoptera

description: The Finnish Entomological Database serves most scientific societies in Finland that specialise in Arthropoda. Members of the societies enter their data in the live system. This Trichoptera section of the database is managed and quality controlled by members of the Finnish Entomological Society.  The database is hosted by the Finnish Museum of Natural History.
DOI: 10.5281/zenodo.12086378
title: Tempo in 44 Recordings of Mozart's KV 525 "Eine kleine Nachtmusik", 1927–1991

description: This set contains tempo data of 44 recordings (1927–1991) of Mozart's KV 525 "Eine kleine Nachtmusik" as part of the following publication: 

Caskel, Julian: "Neutralität und Autorität. Karl Böhm und Mozarts 'Eine kleine Nachtmusik'", in: Wozonig, Thomas (Ed.), Karl Böhm. Biographie, Wirken, Rezeption, München: edition text+kritik 2024, pp. tba.
DOI: 10.5281/zenodo.12086379
title: Tempo in 44 Recordings of Mozart's KV 525 "Eine kleine Nachtmusik", 1927–1991

description: This set contains tempo data of 44 recordings (1927–1991) of Mozart's KV 525 "Eine kleine Nachtmusik" as part of the following publication: 

Caskel, Julian: "Neutralität und Autorität. Karl Böhm und Mozarts 'Eine kleine Nachtmusik'", in: Wozonig, Thomas (Ed.), Karl Böhm. Biographie, Wirken, Rezeption, München: edition text+kritik 2024, pp. tba.
DOI: 10.15468/dl.x5zwcu
title: Occurrence Download

description: A dataset containing 2427 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Buchnera floridana Gand.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2427 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086769-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12087179
title: Tempo in Recordings of Beethoven's V. and IX. Symphony and Tchaikowsky's Violin Concerto

description: This set contains tempo data of:



142 recordings (1910–2020) of Beethoven's Fifth Symphony op. 67 (two versions: one containing the data as extracted from Laubhold's 2014 thesis, comprising 108 recordings 1910–2009 ["MIT_DATENLAUBHOLD"]; one adding data of another 34 recordings 2010–2020)  

78 recordings (1923–2021) of Beethoven's Ninth Symphony op. 125

100 recordings (1988–2017) of Tchaikowsky's Violin Concerto op. 35 


This dataset is part of the upcoming publication:



Caskel, Julian: [Von Mutter bis Nelsons (Generation 1960–1980)], in: Loesch, Heinz von, Wolf, Rebecca, Ertelt, Thomas (Ed.), Geschichte der musikalischen Interpretation im 19. und 20. Jahrhundert. Bd. 4: Personen – Stile – Konzepte, Heidelberg: J.B. Metzler 2024, pp. tba. 

Laubhold's Beethoven V. data have been extracted from: Lars Laubhold, Von Nikisch bis Norrington. Beethovens 5. Sinfonie auf Tonträger. Ein Beitrag zur Geschichte der musikalischen Interpretation im Zeitalter ihrer technischen Reproduzierbarkeit, München 2014.
DOI: 10.5281/zenodo.12087180
title: Tempo in Recordings of Beethoven's V. and IX. Symphony and Tchaikowsky's Violin Concerto

description: This set contains tempo data of:



142 recordings (1910–2020) of Beethoven's Fifth Symphony op. 67 (two versions: one containing the data as extracted from Laubhold's 2014 thesis, comprising 108 recordings 1910–2009 ["MIT_DATENLAUBHOLD"]; one adding data of another 34 recordings 2010–2020)  

78 recordings (1923–2021) of Beethoven's Ninth Symphony op. 125

100 recordings (1988–2017) of Tchaikowsky's Violin Concerto op. 35 


This dataset is part of the upcoming publication:



Caskel, Julian: [Von Mutter bis Nelsons (Generation 1960–1980)], in: Loesch, Heinz von, Wolf, Rebecca, Ertelt, Thomas (Ed.), Geschichte der musikalischen Interpretation im 19. und 20. Jahrhundert. Bd. 4: Personen – Stile – Konzepte, Heidelberg: J.B. Metzler 2024, pp. tba. 

Laubhold's Beethoven V. data have been extracted from: Lars Laubhold, Von Nikisch bis Norrington. Beethovens 5. Sinfonie auf Tonträger. Ein Beitrag zur Geschichte der musikalischen Interpretation im Zeitalter ihrer technischen Reproduzierbarkeit, München 2014.
DOI: 10.15468/dl.bqmus3
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Pantholops hodgsonii (Abel, 1826)"
 ]
}

 The dataset includes 111 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086770-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12126071
title: Evaluation datasets and results of the paper "A Framework for Measuring the Quality of Business Process Simulation Models"

description: Datasets and files used in the evaluation of the publication entitled "A Framework for Measuring the Quality of Business Process Simulation Models", where:



BPS-models/: folder containing the BPS models used in the evaluation (the BPS models discovered by ServiceMiner are not included due to privacy reasons).



The BPS models discovered by SIMOD are composed of i) a BPMN file with the process model structure, and ii) a JSON file with the parameters of the simulation. These files correspond to the format of Prosimos simulation engine (https://prosimos.cloud.ut.ee/).

The BPS models of the Loan Application and Procure to Pay processes are composed of a BPMN file with both the process model structure and parameters, corresponding to the format of the BIMP simulator used in APROMORE (https://apromore.com/).



measures/: folder containing the distance values of each measure reported in the paper.

original-event-logs/: folder containing the (train and test) event logs used in the evaluation.

simulated-logs/: folder containing the simulated logs evaluated in the paper (synthetic, SIMOD, and ServiceMiner).

ComputeLogDistance.py: script to compute the distance measures proposed in the paper.


 

To evaluate the distance measures of a set of simulated event logs in the folder simulated_logs/ against the test log test_event_log.csv.gz, run:    python ComputeLogDistance.py -cfld test_event_log.csv.gz simulated_logs/

*The flag -cfld is optional, due to the high computational complexity of the CFLD measure.

WARNING: set the column names of each log accordingly (where log_1_ids are the IDs of the test log, and log_2_ids the IDs of the simulated logs). Examples:

# Column IDs for the (train/test) real-life logs, and the SIMOD simulated logs.
EventLogIDs(
    case='case_id',
    activity='activity',
    start_time='start_time',
    end_time='end_time',
    resource='resource'
)

# Column IDs for the Loan Application and Procure to Pay simulated logs.
EventLogIDs(
    case='case_id',
    activity='activity',
    start_time='Start_Time',
    end_time='End_Time',
    resource='resource'
)

# Column IDs for the ServiceMiner simulated logs.
EventLogIDs(
    case='case_id',
    activity='Activity',
    start_time='start_time',
    end_time='end_time',
    resource='Resource'
)
DOI: 10.5281/zenodo.7761251
title: Evaluation datasets and results of the paper "A Framework for Measuring the Quality of Business Process Simulation Models"

description: Datasets and files used in the evaluation of the publication entitled "A Framework for Measuring the Quality of Business Process Simulation Models", where:



BPS-models/: folder containing the BPS models used in the evaluation (the BPS models discovered by ServiceMiner are not included due to privacy reasons).



The BPS models discovered by SIMOD are composed of i) a BPMN file with the process model structure, and ii) a JSON file with the parameters of the simulation. These files correspond to the format of Prosimos simulation engine (https://prosimos.cloud.ut.ee/).

The BPS models of the Loan Application and Procure to Pay processes are composed of a BPMN file with both the process model structure and parameters, corresponding to the format of the BIMP simulator used in APROMORE (https://apromore.com/).



measures/: folder containing the distance values of each measure reported in the paper.

original-event-logs/: folder containing the (train and test) event logs used in the evaluation.

simulated-logs/: folder containing the simulated logs evaluated in the paper (synthetic, SIMOD, and ServiceMiner).

ComputeLogDistance.py: script to compute the distance measures proposed in the paper.


 

To evaluate the distance measures of a set of simulated event logs in the folder simulated_logs/ against the test log test_event_log.csv.gz, run:    python ComputeLogDistance.py -cfld test_event_log.csv.gz simulated_logs/

*The flag -cfld is optional, due to the high computational complexity of the CFLD measure.

WARNING: set the column names of each log accordingly (where log_1_ids are the IDs of the test log, and log_2_ids the IDs of the simulated logs). Examples:

# Column IDs for the (train/test) real-life logs, and the SIMOD simulated logs.
EventLogIDs(
    case='case_id',
    activity='activity',
    start_time='start_time',
    end_time='end_time',
    resource='resource'
)

# Column IDs for the Loan Application and Procure to Pay simulated logs.
EventLogIDs(
    case='case_id',
    activity='activity',
    start_time='Start_Time',
    end_time='End_Time',
    resource='resource'
)

# Column IDs for the ServiceMiner simulated logs.
EventLogIDs(
    case='case_id',
    activity='Activity',
    start_time='start_time',
    end_time='end_time',
    resource='Resource'
)
DOI: 10.15468/jdyzwj
title: Catopsilia butterfly specimens at Museum Zoologi Bogor, Indonesia

description: Dataset of Catopsilia butterfly specimens deposited at Museum Zoologi Bogor, Indonesia
DOI: 10.15468/dl.7692qk
title: Occurrence Download

description: A dataset containing 386388 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ireland, Svalbard and Jan Mayen, Portugal, Spain, France, Germany, Belgium, Netherlands, Denmark, Estonia, Latvia, Lithuania, Italy, Greece, Cyprus, Türkiye, Russian Federation, Ukraine, Romania, Bulgaria, Albania, Croatia, Austria, Slovakia, Poland)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Jacobaea vulgaris Gaertn."
 ]
}

 The dataset includes 386388 records from 2247 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086766-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nzbmd3
title: Occurrence Download

description: A dataset containing 1275 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Mexico",
 "Geometry POLYGON((-117.77721 32.53316,-114.88127 28.55586,-115.84659 27.70459,-110.05472 22.39783,-108.88255 23.41403,-114.39862 31.36306,-117.77721 32.53316))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ctenosaura hemilopha",
 "Year 2010-2025"
 ]
}

 The dataset includes 1275 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009145-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc49xs3
title: CCDC 128705: Experimental Crystal Structure Determination

description: Related Article: S.Husebye, S.V.Lindeman, M.D.Rudd|1997|Acta Crystallogr.,Sect.C:Cryst.Struct.Commun.|53|809|doi:10.1107/S0108270197000309
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc49zw8
title: CCDC 128770: Experimental Crystal Structure Determination

description: Related Article: B.Agianian, A.Perrakis, P.N.Kanellopoulos, B.Sheldrick, S.J.Hamodrakas|1997|Acta Crystallogr.,Sect.C:Cryst.Struct.Commun.|53|811|doi:10.1107/S0108270196015776
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc49zds
title: CCDC 128755: Experimental Crystal Structure Determination

description: Related Article: Hao Chen, Ren-Xiang Tan, Zhi-Li Liu, Cong-Yuan Zhao, Jie Sun|1997|Acta Crystallogr.,Sect.C:Cryst.Struct.Commun.|53|814|doi:10.1107/S0108270196013637
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc49y7l
title: CCDC 128719: Experimental Crystal Structure Determination

description: Related Article: J.Llorca, E.Molins, A.Flores-Vela, S.Cruz-Sanchez, E.Juaristi|1997|Acta Crystallogr.,Sect.C:Cryst.Struct.Commun.|53|816|doi:10.1107/S0108270197000759
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc4b00g
title: CCDC 128774: Experimental Crystal Structure Determination

description: Related Article: M.M.Turnbull|1997|Acta Crystallogr.,Sect.C:Cryst.Struct.Commun.|53|818|doi:10.1107/S0108270197002710
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc49zn1
title: CCDC 128763: Experimental Crystal Structure Determination

description: Related Article: Xiaodong Sun, Yongchao Liang, Meigong Fan, E.T.Knobbe, E.M.Holt|1997|Acta Crystallogr.,Sect.C:Cryst.Struct.Commun.|53|820|doi:10.1107/S0108270197000012
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc49zp2
title: CCDC 128764: Experimental Crystal Structure Determination

description: Related Article: Xiaodong Sun, Yongchao Liang, Meigong Fan, E.T.Knobbe, E.M.Holt|1997|Acta Crystallogr.,Sect.C:Cryst.Struct.Commun.|53|820|doi:10.1107/S0108270197000012
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc49xfr
title: CCDC 128694: Experimental Crystal Structure Determination

description: Related Article: J.F.Gallagher, G.Ferguson, W.G.Brouwer|1997|Acta Crystallogr.,Sect.C:Cryst.Struct.Commun.|53|823|doi:10.1107/S0108270196014539
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc49zq3
title: CCDC 128765: Experimental Crystal Structure Determination

description: Related Article: G.Scherowsky, E.Frackowiak, D.Adam|1997|Acta Crystallogr.,Sect.C:Cryst.Struct.Commun.|53|9700005|doi:10.1107/S0108270197007695
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc49zt6
title: CCDC 128768: Experimental Crystal Structure Determination

description: Related Article: W.J.Leigh, E.C.Kroll, N.P.Toltl, J.F.Britten|1997|Acta Crystallogr.,Sect.C:Cryst.Struct.Commun.|53|9700006|doi:10.1107/S0108270197099496
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc49zv7
title: CCDC 128769: Experimental Crystal Structure Determination

description: Related Article: W.J.Leigh, E.C.Kroll, N.P.Toltl, J.F.Britten|1997|Acta Crystallogr.,Sect.C:Cryst.Struct.Commun.|53|9700006|doi:10.1107/S0108270197099496
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc49zr4
title: CCDC 128766: Experimental Crystal Structure Determination

description: Related Article: J.L.Stark, K.H.Whitmire|1997|Acta Crystallogr.,Sect.C:Cryst.Struct.Commun.|53|9700007|doi:10.1107/S0108270197099502
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc49zs5
title: CCDC 128767: Experimental Crystal Structure Determination

description: Related Article: J.L.Stark, K.H.Whitmire|1997|Acta Crystallogr.,Sect.C:Cryst.Struct.Commun.|53|9700007|doi:10.1107/S0108270197099502
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc4f05q
title: CCDC 131662: Experimental Crystal Structure Determination

description: Related Article: Y.Kawamura, J.Yamauchi, N.Azuma|1997|Acta Crystallogr.,Sect.B:Struct.Sci.|53|451|doi:10.1107/S0108768196015960
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.