{"id":"https://openalex.org/W2107477119","doi":"https://doi.org/10.1109/cec.2002.1004416","title":"A novel modular product unit neural network for modelling constrained spatial interaction flows","display_name":"A novel modular product unit neural network for modelling constrained spatial interaction flows","publication_year":2003,"publication_date":"2003-06-25","ids":{"openalex":"https://openalex.org/W2107477119","doi":"https://doi.org/10.1109/cec.2002.1004416","mag":"2107477119"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2002.1004416","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2002.1004416","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5037982517","display_name":"Manfr\u00e9d M. Fischer","orcid":"https://orcid.org/0000-0002-0033-2510"},"institutions":[{"id":"https://openalex.org/I102248843","display_name":"Vienna University of Economics and Business","ror":"https://ror.org/03yn8s215","country_code":"AT","type":"education","lineage":["https://openalex.org/I102248843"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"M.M. Fischer","raw_affiliation_strings":["Vienna University of Economics and Business Administration, Vienna, Austria","Vienna Univ. of Econ. & Bus. Adm., Austria#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vienna University of Economics and Business Administration, Vienna, Austria","institution_ids":["https://openalex.org/I102248843"]},{"raw_affiliation_string":"Vienna Univ. of Econ. & Bus. Adm., Austria#TAB#","institution_ids":["https://openalex.org/I102248843"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5037982517"],"corresponding_institution_ids":["https://openalex.org/I102248843"],"apc_list":null,"apc_paid":null,"fwci":0.5108,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.63749193,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"1215","last_page":"1220"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9448999762535095,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13126","display_name":"Scientific Research and Discoveries","score":0.9182999730110168,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear 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/bootstrapping","display_name":"Bootstrapping (finance)","score":0.7732911109924316},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7095353603363037},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6947900652885437},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.6346479058265686},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6092646718025208},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.518217146396637},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38703399896621704},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3579827845096588},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3292350172996521},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.172367125749588},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.10075712203979492}],"concepts":[{"id":"https://openalex.org/C207609745","wikidata":"https://www.wikidata.org/wiki/Q4944086","display_name":"Bootstrapping (finance)","level":2,"score":0.7732911109924316},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7095353603363037},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6947900652885437},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.6346479058265686},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6092646718025208},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.518217146396637},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38703399896621704},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3579827845096588},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3292350172996521},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.172367125749588},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.10075712203979492},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cec.2002.1004416","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2002.1004416","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.923.356","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.923.356","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.researchgate.net/profile/Manfred_Fischer/publication/3949448_A_novel_modular_product_unit_neural_network_for_modelling_constrained_spatial_interaction_flows/links/549003230cf225bf66a80a58.pdf","raw_type":"text"},{"id":"pmh:oai:research.wu.ac.at:openaire_cris_publications/7e8e2cda-7c9e-455f-8d3e-85150cd43697","is_oa":false,"landing_page_url":"https://research.wu.ac.at/de/publications/7e8e2cda-7c9e-455f-8d3e-85150cd43697","pdf_url":null,"source":{"id":"https://openalex.org/S7407055123","display_name":"WU Research","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fischer, M M 2002, A novel modular product unit neural network for modelling constrained spatial interaction flows. in Proceedings of the IEEE 2002 World Congress on Computational Intelligence: 2002 Congress on Evolutionary Computation. 1215-1220, IEEE Press, Piscataway, NJ 2002.","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321181","display_name":"Austrian Science Fund","ror":"https://ror.org/013tf3c58"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W326635671","https://openalex.org/W1965555277","https://openalex.org/W2024060531","https://openalex.org/W2032942832","https://openalex.org/W2064152920","https://openalex.org/W2104567511","https://openalex.org/W2111361257","https://openalex.org/W2124181495","https://openalex.org/W2156189713","https://openalex.org/W2169658211","https://openalex.org/W2432517183","https://openalex.org/W2981264952","https://openalex.org/W3121447911","https://openalex.org/W3152191812"],"related_works":["https://openalex.org/W1534274833","https://openalex.org/W3117246195","https://openalex.org/W2081850291","https://openalex.org/W156620619","https://openalex.org/W2914363205","https://openalex.org/W1598221548","https://openalex.org/W1963695443","https://openalex.org/W2997844990","https://openalex.org/W2616249226","https://openalex.org/W3088304681"],"abstract_inverted_index":{"A":[0,43],"novel":[1],"product":[2],"unit":[3],"neural":[4],"network":[5],"approach":[6,31,53],"is":[7],"presented":[8],"for":[9],"modelling":[10],"origin":[11],"constrained":[12],"spatial":[13],"interaction":[14],"flows.":[15],"We":[16],"adopt":[17],"the":[18,28,34,41,47,51],"Alopex":[19],"procedure,":[20,24],"a":[21],"global":[22],"search":[23],"in":[25,54],"combination":[26],"with":[27],"bootstrapping":[29],"pairs":[30],"to":[32],"address":[33],"issue":[35],"of":[36,40,50,56],"maximum":[37],"likelihood":[38],"estimation":[39],"parameters.":[42],"benchmark":[44],"comparison":[45],"illustrates":[46],"generalisation":[48],"performance":[49],"model":[52],"terms":[55],"Kullback":[57],"and":[58],"Leibler's":[59],"information":[60],"criterion.":[61]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
