{"id":"https://openalex.org/W4393373002","doi":"https://doi.org/10.1109/ieeeconf59524.2023.10477035","title":"Probabilistic Topological Models over Simplicial Complexes","display_name":"Probabilistic Topological Models over Simplicial Complexes","publication_year":2023,"publication_date":"2023-10-29","ids":{"openalex":"https://openalex.org/W4393373002","doi":"https://doi.org/10.1109/ieeeconf59524.2023.10477035"},"language":"en","primary_location":{"id":"doi:10.1109/ieeeconf59524.2023.10477035","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ieeeconf59524.2023.10477035","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 57th Asilomar Conference on Signals, Systems, and Computers","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043691564","display_name":"Stefania Sardellitti","orcid":"https://orcid.org/0000-0002-4749-2933"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Stefania Sardellitti","raw_affiliation_strings":["Sapienza University of Rome,DIET Department,Rome,Italy","DIET Department, Sapienza University of Rome, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Sapienza University of Rome,DIET Department,Rome,Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"DIET Department, Sapienza University of Rome, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084159640","display_name":"Sergio Barbarossa","orcid":"https://orcid.org/0000-0001-9846-8741"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sergio Barbarossa","raw_affiliation_strings":["Sapienza University of Rome,DIET Department,Rome,Italy","DIET Department, Sapienza University of Rome, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Sapienza University of Rome,DIET Department,Rome,Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"DIET Department, Sapienza University of Rome, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5043691564"],"corresponding_institution_ids":["https://openalex.org/I861853513"],"apc_list":null,"apc_paid":null,"fwci":0.5946,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.73543228,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"822","last_page":"826"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9634000062942505,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9623000025749207,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/simplicial-homology","display_name":"Simplicial homology","score":0.7105506062507629},{"id":"https://openalex.org/keywords/simplicial-complex","display_name":"Simplicial complex","score":0.697608470916748},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5981870293617249},{"id":"https://openalex.org/keywords/abstract-simplicial-complex","display_name":"Abstract simplicial complex","score":0.5239543914794922},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.510038435459137},{"id":"https://openalex.org/keywords/simplicial-approximation-theorem","display_name":"Simplicial approximation theorem","score":0.4958740174770355},{"id":"https://openalex.org/keywords/simplicial-manifold","display_name":"Simplicial manifold","score":0.44574347138404846},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.43064653873443604},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4004855751991272},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3406261205673218},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2608095407485962},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.25218939781188965},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.24056318402290344},{"id":"https://openalex.org/keywords/simplicial-set","display_name":"Simplicial set","score":0.13927549123764038}],"concepts":[{"id":"https://openalex.org/C3469331","wikidata":"https://www.wikidata.org/wiki/Q7520902","display_name":"Simplicial homology","level":3,"score":0.7105506062507629},{"id":"https://openalex.org/C187929450","wikidata":"https://www.wikidata.org/wiki/Q994399","display_name":"Simplicial complex","level":2,"score":0.697608470916748},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5981870293617249},{"id":"https://openalex.org/C146867743","wikidata":"https://www.wikidata.org/wiki/Q4669959","display_name":"Abstract simplicial complex","level":3,"score":0.5239543914794922},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.510038435459137},{"id":"https://openalex.org/C64245159","wikidata":"https://www.wikidata.org/wiki/Q3983972","display_name":"Simplicial approximation theorem","level":5,"score":0.4958740174770355},{"id":"https://openalex.org/C97172818","wikidata":"https://www.wikidata.org/wiki/Q7520904","display_name":"Simplicial manifold","level":5,"score":0.44574347138404846},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.43064653873443604},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4004855751991272},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3406261205673218},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2608095407485962},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.25218939781188965},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.24056318402290344},{"id":"https://openalex.org/C155366967","wikidata":"https://www.wikidata.org/wiki/Q1467124","display_name":"Simplicial set","level":4,"score":0.13927549123764038},{"id":"https://openalex.org/C5961521","wikidata":"https://www.wikidata.org/wiki/Q746083","display_name":"Homotopy","level":2,"score":0.0},{"id":"https://openalex.org/C79236096","wikidata":"https://www.wikidata.org/wiki/Q14775269","display_name":"Homotopy category","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ieeeconf59524.2023.10477035","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ieeeconf59524.2023.10477035","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 57th Asilomar Conference on Signals, Systems, and Computers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W143236119","https://openalex.org/W1509567308","https://openalex.org/W1511986666","https://openalex.org/W2125511726","https://openalex.org/W2132555912","https://openalex.org/W2167826316","https://openalex.org/W2958242464","https://openalex.org/W2965585318","https://openalex.org/W3047076447","https://openalex.org/W3095376064","https://openalex.org/W3105191396","https://openalex.org/W3120623710"],"related_works":["https://openalex.org/W4288359443","https://openalex.org/W2969857904","https://openalex.org/W2943582562","https://openalex.org/W1992772797","https://openalex.org/W4386942271","https://openalex.org/W2953190840","https://openalex.org/W2399269288","https://openalex.org/W401177922","https://openalex.org/W230527091","https://openalex.org/W1761516028"],"abstract_inverted_index":{"Probabilistic":[0],"graphical":[1,113],"models":[2,28,114],"are":[3,80],"a":[4,30,39,53,91,99],"fundamen-tal":[5],"tool":[6,32],"for":[7,19],"modeling":[8],"uncertainty":[9],"and":[10,23,120],"statistical":[11,36],"dependencies":[12,37,127],"in":[13,83],"various":[14],"domains,":[15],"making":[16],"them":[17],"indispensable":[18],"decision-making,":[20],"machine":[21],"learning,":[22],"understanding":[24],"complex":[25],"systems.":[26],"Graphical":[27],"provide":[29,121],"formal":[31],"to":[33,52,69,90,98,115,123],"capture":[34,124],"the":[35,48,61,65,74,125],"among":[38],"set":[40],"of":[41,47,93,101,103,131],"random":[42,66,76,86],"variables,":[43],"where":[44],"each":[45,56,85],"vertex":[46],"graph":[49],"is":[50,88],"associated":[51,68,89],"variable":[54,87],"whereas":[55],"edge":[57],"carries":[58],"information":[59],"about":[60],"conditional":[62,126],"independence":[63],"between":[64],"variables":[67],"its":[70],"endpoints,":[71],"given":[72],"all":[73],"other":[75],"variables.":[77],"However,":[78],"there":[79],"many":[81],"situations":[82,119],"which":[84],"pair":[92],"nodes":[94],"or,":[95],"more":[96],"generally,":[97],"subset":[100],"entities":[102],"cardinality":[104],"grater":[105],"than":[106],"two.":[107],"In":[108],"this":[109,129],"paper,":[110],"we":[111],"generalize":[112],"deal":[116],"with":[117],"these":[118],"algorithms":[122],"from":[128],"kind":[130],"data.":[132]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-10-10T00:00:00"}
