{"id":"https://openalex.org/W4394046025","doi":"https://doi.org/10.5281/zenodo.8172813","title":"Cherenkov Telescope Data for Ordinal Quantification","display_name":"Cherenkov Telescope Data for Ordinal Quantification","publication_year":2023,"publication_date":"2023-07-21","ids":{"openalex":"https://openalex.org/W4394046025","doi":"https://doi.org/10.5281/zenodo.8172813"},"language":"en","primary_location":{"id":"pmh:oai:zenodo.org:8172813","is_oa":true,"landing_page_url":"https://zenodo.org/record/8172813","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://zenodo.org/record/8172813","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030817701","display_name":"Mirko Bunse","orcid":"https://orcid.org/0000-0002-5515-6278"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Bunse, Mirko","raw_affiliation_strings":["TU Dortmund University"],"affiliations":[{"raw_affiliation_string":"TU Dortmund University","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086354805","display_name":"Alejandro Moreo","orcid":"https://orcid.org/0000-0002-0377-1025"},"institutions":[{"id":"https://openalex.org/I4210144062","display_name":"Consorzio Roma Ricerche","ror":"https://ror.org/03jvpn714","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210144062"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Moreo, Alejandro","raw_affiliation_strings":["Consiglio Nazionale delle Ricerche"],"affiliations":[{"raw_affiliation_string":"Consiglio Nazionale delle Ricerche","institution_ids":["https://openalex.org/I4210144062"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063975186","display_name":"Fabrizio Sebastiani","orcid":"https://orcid.org/0000-0003-4221-6427"},"institutions":[{"id":"https://openalex.org/I4210144062","display_name":"Consorzio Roma Ricerche","ror":"https://ror.org/03jvpn714","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210144062"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sebastiani, Fabrizio","raw_affiliation_strings":["Consiglio Nazionale delle Ricerche"],"affiliations":[{"raw_affiliation_string":"Consiglio Nazionale delle Ricerche","institution_ids":["https://openalex.org/I4210144062"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070642734","display_name":"Martin Senz","orcid":"https://orcid.org/0000-0002-9377-3939"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Senz, Martin","raw_affiliation_strings":["TU Dortmund University"],"affiliations":[{"raw_affiliation_string":"TU Dortmund University","institution_ids":["https://openalex.org/I200332995"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5030817701"],"corresponding_institution_ids":["https://openalex.org/I200332995"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10818","display_name":"Astrophysics and Cosmic Phenomena","score":0.9769999980926514,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10818","display_name":"Astrophysics and Cosmic Phenomena","score":0.9769999980926514,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11044","display_name":"Particle Detector Development and Performance","score":0.9693999886512756,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10048","display_name":"Particle physics theoretical and experimental studies","score":0.958899974822998,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ordinal-data","display_name":"Ordinal data","score":0.6060265302658081},{"id":"https://openalex.org/keywords/cherenkov-radiation","display_name":"Cherenkov radiation","score":0.5856568813323975},{"id":"https://openalex.org/keywords/telescope","display_name":"Telescope","score":0.4505045711994171},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.40340620279312134},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3988870084285736},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3699023723602295},{"id":"https://openalex.org/keywords/astronomy","display_name":"Astronomy","score":0.3371421694755554},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.32088321447372437},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.30876415967941284},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.26710227131843567},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.2586645185947418}],"concepts":[{"id":"https://openalex.org/C85461838","wikidata":"https://www.wikidata.org/wiki/Q7100785","display_name":"Ordinal data","level":2,"score":0.6060265302658081},{"id":"https://openalex.org/C72591435","wikidata":"https://www.wikidata.org/wiki/Q192457","display_name":"Cherenkov radiation","level":3,"score":0.5856568813323975},{"id":"https://openalex.org/C2780848835","wikidata":"https://www.wikidata.org/wiki/Q4213","display_name":"Telescope","level":2,"score":0.4505045711994171},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.40340620279312134},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3988870084285736},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3699023723602295},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.3371421694755554},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32088321447372437},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.30876415967941284},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.26710227131843567},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.2586645185947418},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:zenodo.org:8172813","is_oa":true,"landing_page_url":"https://zenodo.org/record/8172813","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},{"id":"doi:10.5281/zenodo.8172813","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.8172813","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"dataset"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:8172813","is_oa":true,"landing_page_url":"https://zenodo.org/record/8172813","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4380301920","https://openalex.org/W2064096584","https://openalex.org/W3023444460","https://openalex.org/W2600038844","https://openalex.org/W2735811765","https://openalex.org/W3209206389","https://openalex.org/W2369185740","https://openalex.org/W1978669914","https://openalex.org/W2334118381"],"abstract_inverted_index":{"This":[0,194],"labeled":[1],"data":[2,49,93,99,120,220,261,363],"set":[3,50,94],"is":[4,13,84,157,179,196,269,343,351],"targeted":[5,197],"at":[6,198],"ordinal":[7,134,199,224,231,353],"quantification.":[8,135],"The":[9,72,122,175,215,234,275,346],"goal":[10],"of":[11,20,27,32,51,78,98,106,167,188,209,217,240,358],"quantification":[12,200,232],"not":[14],"to":[15,285,294],"predict":[16],"the":[17,25,35,41,47,52,60,96,118,142,158,185,218,249,253,260,264,280,339,344,352],"class":[18],"label":[19],"each":[21,104,139],"individual":[22],"instance,":[23],"but":[24],"distribution":[26],"labels":[28,45,73,168,216],"in":[29,69,87,103,141,272,289,305,338],"unlabeled":[30],"sets":[31],"data.":[33],"With":[34],"scripts":[36],"provided,":[37],"you":[38,110,313],"can":[39,111,212,258,314],"extract":[40,259],"relevant":[42],"features":[43,57],"and":[44,149,206,277],"from":[46,65,75,125],"public":[48],"FACT":[53,219,254],"Cherenkov":[54],"telescope.":[55,255],"These":[56,242],"are":[58,130,169,192,204],"precisely":[59,112],"ones":[61],"that":[62,101,129],"domain":[63],"experts":[64],"astro-particle":[66,369],"physics":[67],"employ":[68],"their":[70],"analyses.":[71,89],"stem":[74,124],"a":[76,79,180,207,273,286,296],"binning":[77],"continuous":[80],"energy":[81],"label,":[82],"which":[83,268],"common":[85],"practice":[86],"these":[88],"We":[90,300],"complement":[91],"this":[92,137],"with":[95,171],"indices":[97,123],"items":[100],"appear":[102],"sample":[105],"our":[107,114,306,359],"evaluation.":[108],"Hence,":[109],"replicate":[113],"samples":[115,191],"by":[116,247,368],"drawing":[117],"specified":[119],"items.":[121],"two":[126],"evaluation":[127],"protocols":[128],"well":[131],"suited":[132],"for":[133],"To":[136],"end,":[138],"row":[140,337],"files<em>":[143],"app_val_indices.csv</em>,":[144],"<em>app_tst_indices.csv</em>,":[145],"<em>app-oq_val_indices.csv</em>,":[146],"<em>app-oq_tst_indices.csv,</em>":[147],"<em>real_val_indices.csv</em>,":[148],"<em>real_tst_indices.csv</em>":[150],"represents":[151],"one":[152],"sample.":[153],"Our":[154],"first":[155,336,347],"protocol":[156,161,236],"artificial":[159],"prevalence":[160],"(APP),":[162],"where":[163,183,202],"all":[164,189],"possible":[165],"distributions":[166,239,243],"drawn":[170],"an":[172,223,230],"equal":[173],"probability.":[174],"second":[176],"protocol,":[177],"APP-OQ(5%),":[178],"variant":[181,195],"thereof,":[182],"only":[184],"smoothest":[186],"5%":[187],"APP":[190],"considered.":[193],"tasks,":[201],"classes":[203,211],"ordered":[205],"similarity":[208],"neighboring":[210],"be":[213,245],"assumed.":[214],"lie":[221],"on":[222],"scale":[225],"and,":[226],"hence,":[227],"pose":[228],"such":[229],"task.":[233],"third":[235],"considers":[237],"\"real\"":[238],"labels.":[241],"would":[244],"expected":[246],"observing":[248],"Crab":[250],"Nebula":[251],"through":[252,263],"<strong>Usage</strong>":[256],"You":[257,292],"<em>fact.csv</em>":[262,341],"provided":[265],"script":[266],"<em>extract-fact.jl</em>,":[267],"conveniently":[270],"wrapped":[271],"<em>Makefile</em>.":[274],"<em>Project.toml</em>":[276],"<em>Manifest.toml</em>":[278],"specify":[279],"Julia":[281,298,303],"package":[282],"dependencies,":[283],"similar":[284],"requirements":[287],"file":[288,342],"Python.":[290],"<strong>Preliminaries:</strong>":[291],"have":[293,295,301],"working":[297],"installation.":[299],"used":[302],"v1.6.5":[304],"experiments.":[307],"<strong>Data":[308],"Extraction:</strong>":[309],"In":[310],"your":[311],"terminal,":[312],"call":[315],"either":[316],"<pre><code>make</code></pre>":[317],"(recommended)":[318],"or":[319],"<pre><code>curl":[320],"--fail":[321],"-o":[322],"fact.hdf5":[323],"https://factdata.app.tu-dortmund.de/dl2/FACT-Tools/v1.1.2/gamma_simulations_facttools_dl2.hdf5":[324],"julia":[325,331],"--project=\".\"":[326,332],"--eval":[327],"\"using":[328],"Pkg;":[329],"Pkg.instantiate()\"":[330],"extract-fact.jl</code></pre>":[333],"<strong>Outcome:":[334],"</strong>The":[335],"resulting":[340],"header.":[345],"column,":[348],"named":[349],"\"class_label\",":[350],"class.":[354],"<strong>Further":[355],"Reading</strong>":[356],"Implementation":[357],"experiments:":[360],"https://github.com/mirkobunse/regularized-oq":[361],"Original":[362],"repository:":[364],"https://factdata.app.tu-dortmund.de/":[365],"Reference":[366],"analysis":[367],"physicists:":[370],"https://github.com/fact-project/open_crab_sample_analysis":[371]},"counts_by_year":[],"updated_date":"2026-02-05T00:54:17.221276","created_date":"2025-10-10T00:00:00"}
