{"id":"https://openalex.org/W3181840732","doi":"https://doi.org/10.1007/978-981-15-9829-6_20","title":"Classification of Sequence Data Using LSTM: An Application on Chaotic Sequences","display_name":"Classification of Sequence Data Using LSTM: An Application on Chaotic Sequences","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3181840732","doi":"https://doi.org/10.1007/978-981-15-9829-6_20","mag":"3181840732"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-15-9829-6_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-15-9829-6_20","pdf_url":null,"source":{"id":"https://openalex.org/S4210172046","display_name":"Smart innovation, systems and technologies","issn_l":"2190-3018","issn":["2190-3018","2190-3026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Smart Innovation, Systems and Technologies","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/A5019578825","display_name":"S. Shailesh","orcid":null},"institutions":[{"id":"https://openalex.org/I20497027","display_name":"Cochin University of Science and Technology","ror":"https://ror.org/00a4kqq17","country_code":"IN","type":"education","lineage":["https://openalex.org/I20497027"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Shailesh","raw_affiliation_strings":["Department of Computer Applications, Cochin University of Science and Technology, Kalamaserry, Kochi, Kerala, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Applications, Cochin University of Science and Technology, Kalamaserry, Kochi, Kerala, India","institution_ids":["https://openalex.org/I20497027"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091176586","display_name":"M. Anantha Krishnan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210154668","display_name":"SPTS Technologies (United Kingdom)","ror":"https://ror.org/02pg8gw87","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210154668"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"M. Anantha Krishnan","raw_affiliation_strings":["Logidots Technologies Pvt Ltd, Thiruvanathapuram, Kerala, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Logidots Technologies Pvt Ltd, Thiruvanathapuram, Kerala, India","institution_ids":["https://openalex.org/I4210154668"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043238482","display_name":"M. V. Judy","orcid":null},"institutions":[{"id":"https://openalex.org/I20497027","display_name":"Cochin University of Science and Technology","ror":"https://ror.org/00a4kqq17","country_code":"IN","type":"education","lineage":["https://openalex.org/I20497027"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M. V. Judy","raw_affiliation_strings":["Department of Computer Applications, Cochin University of Science and Technology, Kalamaserry, Kochi, Kerala, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Applications, Cochin University of Science and Technology, Kalamaserry, Kochi, Kerala, India","institution_ids":["https://openalex.org/I20497027"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3591,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.56461294,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"261","last_page":"273"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9954000115394592,"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":0.9954000115394592,"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/T10244","display_name":"Chaos control and synchronization","score":0.9860000014305115,"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"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9803000092506409,"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/chaotic","display_name":"Chaotic","score":0.916994035243988},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.694406270980835},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5540413856506348},{"id":"https://openalex.org/keywords/chaos-theory","display_name":"Chaos theory","score":0.48030179738998413},{"id":"https://openalex.org/keywords/chaos","display_name":"CHAOS (operating system)","score":0.4765630066394806},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.46476468443870544},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43808290362358093},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4371393918991089},{"id":"https://openalex.org/keywords/synchronization-of-chaos","display_name":"Synchronization of chaos","score":0.43355798721313477},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.398220419883728},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3312796652317047},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.1700911819934845},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10308006405830383}],"concepts":[{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.916994035243988},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.694406270980835},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5540413856506348},{"id":"https://openalex.org/C92866567","wikidata":"https://www.wikidata.org/wiki/Q166314","display_name":"Chaos theory","level":3,"score":0.48030179738998413},{"id":"https://openalex.org/C2779374083","wikidata":"https://www.wikidata.org/wiki/Q5011038","display_name":"CHAOS (operating system)","level":2,"score":0.4765630066394806},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.46476468443870544},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43808290362358093},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4371393918991089},{"id":"https://openalex.org/C202759130","wikidata":"https://www.wikidata.org/wiki/Q7662148","display_name":"Synchronization of chaos","level":4,"score":0.43355798721313477},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.398220419883728},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3312796652317047},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.1700911819934845},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10308006405830383},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-15-9829-6_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-15-9829-6_20","pdf_url":null,"source":{"id":"https://openalex.org/S4210172046","display_name":"Smart innovation, systems and technologies","issn_l":"2190-3018","issn":["2190-3018","2190-3026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Smart Innovation, Systems and Technologies","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":11,"referenced_works":["https://openalex.org/W1968210258","https://openalex.org/W1975031877","https://openalex.org/W2029651301","https://openalex.org/W2037423504","https://openalex.org/W2045952381","https://openalex.org/W2059999539","https://openalex.org/W2087223060","https://openalex.org/W2106791917","https://openalex.org/W2138484437","https://openalex.org/W2156773674","https://openalex.org/W2554114274"],"related_works":["https://openalex.org/W2054582988","https://openalex.org/W1581278046","https://openalex.org/W2350515275","https://openalex.org/W2052017700","https://openalex.org/W2385251151","https://openalex.org/W2384000718","https://openalex.org/W2365276084","https://openalex.org/W4240432832","https://openalex.org/W3199731469","https://openalex.org/W2059069173"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
