{"id":"https://openalex.org/W1508123673","doi":"https://doi.org/10.1007/978-3-540-87559-8_83","title":"Active Learning Using a Constructive Neural Network Algorithm","display_name":"Active Learning Using a Constructive Neural Network Algorithm","publication_year":2008,"publication_date":"2008-08-28","ids":{"openalex":"https://openalex.org/W1508123673","doi":"https://doi.org/10.1007/978-3-540-87559-8_83","mag":"1508123673"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-87559-8_83","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-87559-8_83","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/A5053326943","display_name":"Jos\u00e9 Luis Subirats","orcid":"https://orcid.org/0000-0003-1562-5874"},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Luis Subirats","raw_affiliation_strings":["Departamento de Lenguajes y Ciencias de la Computaci\u00f3n Escuela T\u00e9cnica Superior de Ingenier\u00eda en Inform\u00e1tica, Universidad de M\u00e1laga, M\u00e1laga, Spain","Departamento de Lenguajes y Ciencias de la Computaci\u00f3n Escuela T\u00e9cnica Superior de Ingenier\u00eda en Inform\u00e1tica, Universidad de M\u00e1laga, M\u00e1laga, Spain 29071#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Lenguajes y Ciencias de la Computaci\u00f3n Escuela T\u00e9cnica Superior de Ingenier\u00eda en Inform\u00e1tica, Universidad de M\u00e1laga, M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]},{"raw_affiliation_string":"Departamento de Lenguajes y Ciencias de la Computaci\u00f3n Escuela T\u00e9cnica Superior de Ingenier\u00eda en Inform\u00e1tica, Universidad de M\u00e1laga, M\u00e1laga, Spain 29071#TAB#","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090072367","display_name":"Leonardo Franco","orcid":"https://orcid.org/0000-0003-0012-5914"},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Leonardo Franco","raw_affiliation_strings":["Departamento de Lenguajes y Ciencias de la Computaci\u00f3n Escuela T\u00e9cnica Superior de Ingenier\u00eda en Inform\u00e1tica, Universidad de M\u00e1laga, M\u00e1laga, Spain","Departamento de Lenguajes y Ciencias de la Computaci\u00f3n Escuela T\u00e9cnica Superior de Ingenier\u00eda en Inform\u00e1tica, Universidad de M\u00e1laga, M\u00e1laga, Spain 29071#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Lenguajes y Ciencias de la Computaci\u00f3n Escuela T\u00e9cnica Superior de Ingenier\u00eda en Inform\u00e1tica, Universidad de M\u00e1laga, M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]},{"raw_affiliation_string":"Departamento de Lenguajes y Ciencias de la Computaci\u00f3n Escuela T\u00e9cnica Superior de Ingenier\u00eda en Inform\u00e1tica, Universidad de M\u00e1laga, M\u00e1laga, Spain 29071#TAB#","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048379822","display_name":"I. M. Conde","orcid":null},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ignacio Molina Conde","raw_affiliation_strings":["Departamento de Tecnolog\u00eda Electr\u00f3nica Escuela T\u00e9cnica Superior de Ingenier\u00eda en Telecomunicaci\u00f3n, Universidad de M\u00e1laga, M\u00e1laga, Spain","Departamento de Tecnolog\u00eda Electr\u00f3nica Escuela T\u00e9cnica Superior de Ingenier\u00eda en Telecomunicaci\u00f3n, Universidad de M\u00e1laga, M\u00e1laga, Spain 29071"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Tecnolog\u00eda Electr\u00f3nica Escuela T\u00e9cnica Superior de Ingenier\u00eda en Telecomunicaci\u00f3n, Universidad de M\u00e1laga, M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]},{"raw_affiliation_string":"Departamento de Tecnolog\u00eda Electr\u00f3nica Escuela T\u00e9cnica Superior de Ingenier\u00eda en Telecomunicaci\u00f3n, Universidad de M\u00e1laga, M\u00e1laga, Spain 29071","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009946045","display_name":"Jos\u00e9 M. Jerez","orcid":"https://orcid.org/0000-0002-7858-2966"},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 M. Jerez","raw_affiliation_strings":["Departamento de Lenguajes y Ciencias de la Computaci\u00f3n Escuela T\u00e9cnica Superior de Ingenier\u00eda en Inform\u00e1tica, Universidad de M\u00e1laga, M\u00e1laga, Spain","Departamento de Lenguajes y Ciencias de la Computaci\u00f3n Escuela T\u00e9cnica Superior de Ingenier\u00eda en Inform\u00e1tica, Universidad de M\u00e1laga, M\u00e1laga, Spain 29071#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Lenguajes y Ciencias de la Computaci\u00f3n Escuela T\u00e9cnica Superior de Ingenier\u00eda en Inform\u00e1tica, Universidad de M\u00e1laga, M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]},{"raw_affiliation_string":"Departamento de Lenguajes y Ciencias de la Computaci\u00f3n Escuela T\u00e9cnica Superior de Ingenier\u00eda en Inform\u00e1tica, Universidad de M\u00e1laga, M\u00e1laga, Spain 29071#TAB#","institution_ids":["https://openalex.org/I82767444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.835,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.71964843,"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":"803","last_page":"811"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9984999895095825,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9984999895095825,"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":0.9958999752998352,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9915000200271606,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8236555457115173},{"id":"https://openalex.org/keywords/constructive","display_name":"Constructive","score":0.8174716234207153},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.7283682823181152},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.672659158706665},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6438087821006775},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5968648195266724},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5329464673995972},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5305557250976562},{"id":"https://openalex.org/keywords/constructive-proof","display_name":"Constructive proof","score":0.5236696600914001},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4362446367740631},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.407746285200119},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10661652684211731},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.08535391092300415}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8236555457115173},{"id":"https://openalex.org/C2778701210","wikidata":"https://www.wikidata.org/wiki/Q28130034","display_name":"Constructive","level":3,"score":0.8174716234207153},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.7283682823181152},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.672659158706665},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6438087821006775},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5968648195266724},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5329464673995972},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5305557250976562},{"id":"https://openalex.org/C202854965","wikidata":"https://www.wikidata.org/wiki/Q3044470","display_name":"Constructive proof","level":2,"score":0.5236696600914001},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4362446367740631},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.407746285200119},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10661652684211731},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.08535391092300415},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","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},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-87559-8_83","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-87559-8_83","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W51589798","https://openalex.org/W1523590985","https://openalex.org/W1525827038","https://openalex.org/W1531703255","https://openalex.org/W1563088657","https://openalex.org/W1570448133","https://openalex.org/W1585770001","https://openalex.org/W2006997461","https://openalex.org/W2009784977","https://openalex.org/W2022479766","https://openalex.org/W2034841618","https://openalex.org/W2040870580","https://openalex.org/W2083218385","https://openalex.org/W2084812512","https://openalex.org/W2090293612","https://openalex.org/W2107719129","https://openalex.org/W2110179049","https://openalex.org/W2123504579","https://openalex.org/W2124776405","https://openalex.org/W2125055259","https://openalex.org/W2125679713","https://openalex.org/W2127452375","https://openalex.org/W2128033389","https://openalex.org/W2145085734","https://openalex.org/W2147504239","https://openalex.org/W2147524202","https://openalex.org/W2151023586","https://openalex.org/W2213612645"],"related_works":["https://openalex.org/W2954167023","https://openalex.org/W2064351239","https://openalex.org/W2114983089","https://openalex.org/W2949665548","https://openalex.org/W2950188642","https://openalex.org/W2983112478","https://openalex.org/W2028676759","https://openalex.org/W3102174417","https://openalex.org/W1589204344","https://openalex.org/W1968663039"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
