{"id":"https://openalex.org/W197500061","doi":"https://doi.org/10.1007/978-3-642-33409-2_8","title":"A Representational MDL Framework for Improving Learning Power of Neural Network Formalisms","display_name":"A Representational MDL Framework for Improving Learning Power of Neural Network Formalisms","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W197500061","doi":"https://doi.org/10.1007/978-3-642-33409-2_8","mag":"197500061"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-33409-2_8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-33409-2_8","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-33409-2_8.pdf","source":{"id":"https://openalex.org/S4210175514","display_name":"IFIP International Federation for Information Processing/IFIP","issn_l":"1571-5736","issn":["1571-5736","1861-2288"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-33409-2_8.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029872167","display_name":"Alexey Potapov","orcid":"https://orcid.org/0000-0001-6013-8843"},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Alexey Potapov","raw_affiliation_strings":["St. Petersburg National Research University of Information Technologies, Mechanics and Optics, Kronverkskiy pr. 49, 197101, St. Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"St. Petersburg National Research University of Information Technologies, Mechanics and Optics, Kronverkskiy pr. 49, 197101, St. Petersburg, Russia","institution_ids":["https://openalex.org/I173089394"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015134320","display_name":"Maxim Peterson","orcid":null},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Maxim Peterson","raw_affiliation_strings":["St. Petersburg National Research University of Information Technologies, Mechanics and Optics, Kronverkskiy pr. 49, 197101, St. Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"St. Petersburg National Research University of Information Technologies, Mechanics and Optics, Kronverkskiy pr. 49, 197101, St. Petersburg, Russia","institution_ids":["https://openalex.org/I173089394"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5029872167"],"corresponding_institution_ids":["https://openalex.org/I173089394"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11090238,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"68","last_page":"77"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9997000098228455,"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":0.9997000098228455,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9797999858856201,"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/rotation-formalisms-in-three-dimensions","display_name":"Rotation formalisms in three dimensions","score":0.861684262752533},{"id":"https://openalex.org/keywords/minimum-description-length","display_name":"Minimum description length","score":0.7019848823547363},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6601389646530151},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6351525783538818},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5793243646621704},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5790189504623413},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42007723450660706},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2299697995185852}],"concepts":[{"id":"https://openalex.org/C171018156","wikidata":"https://www.wikidata.org/wiki/Q7370306","display_name":"Rotation formalisms in three dimensions","level":2,"score":0.861684262752533},{"id":"https://openalex.org/C87465248","wikidata":"https://www.wikidata.org/wiki/Q1417790","display_name":"Minimum description length","level":2,"score":0.7019848823547363},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6601389646530151},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6351525783538818},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5793243646621704},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5790189504623413},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42007723450660706},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2299697995185852},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-33409-2_8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-33409-2_8","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-33409-2_8.pdf","source":{"id":"https://openalex.org/S4210175514","display_name":"IFIP International Federation for Information Processing/IFIP","issn_l":"1571-5736","issn":["1571-5736","1861-2288"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-01521390v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01521390","pdf_url":null,"source":{"id":"https://openalex.org/S4406922276","display_name":"INRIA a CCSD electronic archive server","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"8th International Conference on Artificial Intelligence Applications and Innovations (AIAI), Sep 2012, Halkidiki, Greece. pp.68-77, &#x27E8;10.1007/978-3-642-33409-2_8&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"doi:10.1007/978-3-642-33409-2_8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-33409-2_8","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-33409-2_8.pdf","source":{"id":"https://openalex.org/S4210175514","display_name":"IFIP International Federation for Information Processing/IFIP","issn_l":"1571-5736","issn":["1571-5736","1861-2288"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W197500061.pdf","grobid_xml":"https://content.openalex.org/works/W197500061.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W68164144","https://openalex.org/W313945161","https://openalex.org/W1490933241","https://openalex.org/W1514583064","https://openalex.org/W1531193245","https://openalex.org/W1589421353","https://openalex.org/W1940938820","https://openalex.org/W1978909760","https://openalex.org/W2003407374","https://openalex.org/W2011537165","https://openalex.org/W2013713614","https://openalex.org/W2019494769","https://openalex.org/W2054658115","https://openalex.org/W2087190128","https://openalex.org/W2104729323","https://openalex.org/W2110381504","https://openalex.org/W2113832384","https://openalex.org/W2123513648","https://openalex.org/W2135625884","https://openalex.org/W2137983211","https://openalex.org/W2160649413","https://openalex.org/W2162591950","https://openalex.org/W3146803896","https://openalex.org/W4213350211","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W57206970","https://openalex.org/W3196191855","https://openalex.org/W1950785758","https://openalex.org/W2498253392","https://openalex.org/W4235091896","https://openalex.org/W2023896637","https://openalex.org/W2185981755","https://openalex.org/W2121924470","https://openalex.org/W2996527951","https://openalex.org/W1539846681"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
