{"id":"https://openalex.org/W120667471","doi":"https://doi.org/10.1007/978-3-642-33885-4_8","title":"A Method for Online Analysis of Structured Processes Using Bayesian Filters and Echo State Networks","display_name":"A Method for Online Analysis of Structured Processes Using Bayesian Filters and Echo State Networks","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W120667471","doi":"https://doi.org/10.1007/978-3-642-33885-4_8","mag":"120667471"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-33885-4_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-33885-4_8","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5021338623","display_name":"Dimitrios Kosmopoulos","orcid":"https://orcid.org/0000-0003-3325-1247"},"institutions":[{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"education","lineage":["https://openalex.org/I189196454"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dimitrios I. Kosmopoulos","raw_affiliation_strings":["Computer Science and Engineering, University of Texas at Arlington, USA","Computer Science and Engineering, University of Texas at Arlington, TX"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, University of Texas at Arlington, USA","institution_ids":["https://openalex.org/I189196454"]},{"raw_affiliation_string":"Computer Science and Engineering, University of Texas at Arlington, TX","institution_ids":["https://openalex.org/I189196454"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044363105","display_name":"Fillia Makedon","orcid":"https://orcid.org/0009-0001-8831-6872"},"institutions":[{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"education","lineage":["https://openalex.org/I189196454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fillia Makedon","raw_affiliation_strings":["Computer Science and Engineering, University of Texas at Arlington, USA","Computer Science and Engineering, University of Texas at Arlington, TX"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, University of Texas at Arlington, USA","institution_ids":["https://openalex.org/I189196454"]},{"raw_affiliation_string":"Computer Science and Engineering, University of Texas at Arlington, TX","institution_ids":["https://openalex.org/I189196454"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5021338623"],"corresponding_institution_ids":["https://openalex.org/I189196454"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06779441,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"71","last_page":"80"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9976000189781189,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9976000189781189,"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/T10320","display_name":"Neural Networks and Applications","score":0.9965999722480774,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9945999979972839,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8456265926361084},{"id":"https://openalex.org/keywords/echo-state-network","display_name":"Echo state network","score":0.590961754322052},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5562270283699036},{"id":"https://openalex.org/keywords/echo","display_name":"Echo (communications protocol)","score":0.5469565391540527},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.536822497844696},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5170843601226807},{"id":"https://openalex.org/keywords/table","display_name":"Table (database)","score":0.5078981518745422},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.5047889947891235},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4900285005569458},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.49001041054725647},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.47831371426582336},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4442136883735657},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.42521920800209045},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3804187774658203},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.374478816986084},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.25866472721099854},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2266697883605957},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.22231590747833252}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8456265926361084},{"id":"https://openalex.org/C172025690","wikidata":"https://www.wikidata.org/wiki/Q5332763","display_name":"Echo state network","level":4,"score":0.590961754322052},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5562270283699036},{"id":"https://openalex.org/C2779426996","wikidata":"https://www.wikidata.org/wiki/Q18389128","display_name":"Echo (communications protocol)","level":2,"score":0.5469565391540527},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.536822497844696},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5170843601226807},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.5078981518745422},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.5047889947891235},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4900285005569458},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.49001041054725647},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.47831371426582336},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4442136883735657},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.42521920800209045},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3804187774658203},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.374478816986084},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.25866472721099854},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2266697883605957},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.22231590747833252},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-33885-4_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-33885-4_8","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W111997253","https://openalex.org/W1522456329","https://openalex.org/W1524981236","https://openalex.org/W1528388225","https://openalex.org/W1548935184","https://openalex.org/W1636244751","https://openalex.org/W1953802779","https://openalex.org/W1978511849","https://openalex.org/W1984516841","https://openalex.org/W2020969241","https://openalex.org/W2056828588","https://openalex.org/W2060124120","https://openalex.org/W2065517952","https://openalex.org/W2078046413","https://openalex.org/W2088012302","https://openalex.org/W2099600129","https://openalex.org/W2113773669","https://openalex.org/W2120294170","https://openalex.org/W2121281594","https://openalex.org/W2125091774","https://openalex.org/W2125838338","https://openalex.org/W2126736494","https://openalex.org/W2146136606","https://openalex.org/W2148340063","https://openalex.org/W2493402089","https://openalex.org/W3148402901"],"related_works":["https://openalex.org/W1473737476","https://openalex.org/W2053269318","https://openalex.org/W2364370872","https://openalex.org/W2097963413","https://openalex.org/W2025614924","https://openalex.org/W2294335174","https://openalex.org/W3145575561","https://openalex.org/W2561494732","https://openalex.org/W4390599063","https://openalex.org/W114581662"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}