{"id":"https://openalex.org/W2247526454","doi":"https://doi.org/10.1007/978-3-642-30504-7_32","title":"Optimization of Artificial Neural Network Structure in the Case of Steganalysis","display_name":"Optimization of Artificial Neural Network Structure in the Case of Steganalysis","publication_year":2012,"publication_date":"2012-09-25","ids":{"openalex":"https://openalex.org/W2247526454","doi":"https://doi.org/10.1007/978-3-642-30504-7_32","mag":"2247526454"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-30504-7_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-30504-7_32","pdf_url":null,"source":{"id":"https://openalex.org/S4210212400","display_name":"Intelligent systems reference library","issn_l":"1868-4394","issn":["1868-4394","1868-4408"],"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":"Intelligent Systems Reference Library","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/A5030743088","display_name":"Zuzana Kom\u00ednkov\u00e1 Oplatkov\u00e1","orcid":"https://orcid.org/0000-0001-8050-162X"},"institutions":[{"id":"https://openalex.org/I165737746","display_name":"Tomas Bata University in Zl\u00edn","ror":"https://ror.org/04nayfw11","country_code":"CZ","type":"education","lineage":["https://openalex.org/I165737746"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Zuzana Oplatkova","raw_affiliation_strings":["Faculty of Applied Informatics, Tomas Bata University in Zl\u00edn, Nam. T.G. Masaryka 5555, 760 01, Zl\u00edn, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Applied Informatics, Tomas Bata University in Zl\u00edn, Nam. T.G. Masaryka 5555, 760 01, Zl\u00edn, Czech Republic","institution_ids":["https://openalex.org/I165737746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080866270","display_name":"Ji\u0159\u00ed Holo\u0161ka","orcid":"https://orcid.org/0009-0009-6559-8289"},"institutions":[{"id":"https://openalex.org/I165737746","display_name":"Tomas Bata University in Zl\u00edn","ror":"https://ror.org/04nayfw11","country_code":"CZ","type":"education","lineage":["https://openalex.org/I165737746"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jiri Holoska","raw_affiliation_strings":["Faculty of Applied Informatics, Tomas Bata University in Zl\u00edn, Nam. T.G. Masaryka 5555, 760 01, Zl\u00edn, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Applied Informatics, Tomas Bata University in Zl\u00edn, Nam. T.G. Masaryka 5555, 760 01, Zl\u00edn, Czech Republic","institution_ids":["https://openalex.org/I165737746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101708303","display_name":"Michal Proch\u00e1zka","orcid":"https://orcid.org/0000-0001-8376-9533"},"institutions":[{"id":"https://openalex.org/I165737746","display_name":"Tomas Bata University in Zl\u00edn","ror":"https://ror.org/04nayfw11","country_code":"CZ","type":"education","lineage":["https://openalex.org/I165737746"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Michal Prochazka","raw_affiliation_strings":["Faculty of Applied Informatics, Tomas Bata University in Zl\u00edn, Nam. T.G. Masaryka 5555, 760 01, Zl\u00edn, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Applied Informatics, Tomas Bata University in Zl\u00edn, Nam. T.G. Masaryka 5555, 760 01, Zl\u00edn, Czech Republic","institution_ids":["https://openalex.org/I165737746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020231952","display_name":"Roman \u0160enke\u0159\u00edk","orcid":"https://orcid.org/0000-0002-5839-4263"},"institutions":[{"id":"https://openalex.org/I165737746","display_name":"Tomas Bata University in Zl\u00edn","ror":"https://ror.org/04nayfw11","country_code":"CZ","type":"education","lineage":["https://openalex.org/I165737746"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Roman Senkerik","raw_affiliation_strings":["Faculty of Applied Informatics, Tomas Bata University in Zl\u00edn, Nam. T.G. Masaryka 5555, 760 01, Zl\u00edn, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Applied Informatics, Tomas Bata University in Zl\u00edn, Nam. T.G. Masaryka 5555, 760 01, Zl\u00edn, Czech Republic","institution_ids":["https://openalex.org/I165737746"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081122943","display_name":"Roman Ja\u0161ek","orcid":"https://orcid.org/0000-0002-9831-9372"},"institutions":[{"id":"https://openalex.org/I165737746","display_name":"Tomas Bata University in Zl\u00edn","ror":"https://ror.org/04nayfw11","country_code":"CZ","type":"education","lineage":["https://openalex.org/I165737746"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Roman Jasek","raw_affiliation_strings":["Faculty of Applied Informatics, Tomas Bata University in Zl\u00edn, Nam. T.G. Masaryka 5555, 760 01, Zl\u00edn, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Applied Informatics, Tomas Bata University in Zl\u00edn, Nam. T.G. Masaryka 5555, 760 01, Zl\u00edn, Czech Republic","institution_ids":["https://openalex.org/I165737746"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5030743088"],"corresponding_institution_ids":["https://openalex.org/I165737746"],"apc_list":null,"apc_paid":null,"fwci":2.5352,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.90915628,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"821","last_page":"843"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11017","display_name":"Chaos-based Image/Signal Encryption","score":0.979200005531311,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9782999753952026,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/steganalysis","display_name":"Steganalysis","score":0.8132327795028687},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7779380679130554},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7062387466430664},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.62995845079422},{"id":"https://openalex.org/keywords/jpeg","display_name":"JPEG","score":0.489898145198822},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47452986240386963},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43147096037864685},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4204692244529724},{"id":"https://openalex.org/keywords/steganography","display_name":"Steganography","score":0.25383806228637695},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.12883752584457397},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.09599953889846802}],"concepts":[{"id":"https://openalex.org/C107368093","wikidata":"https://www.wikidata.org/wiki/Q448176","display_name":"Steganalysis","level":4,"score":0.8132327795028687},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7779380679130554},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7062387466430664},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.62995845079422},{"id":"https://openalex.org/C198751489","wikidata":"https://www.wikidata.org/wiki/Q2195","display_name":"JPEG","level":3,"score":0.489898145198822},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47452986240386963},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43147096037864685},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4204692244529724},{"id":"https://openalex.org/C108801101","wikidata":"https://www.wikidata.org/wiki/Q15032","display_name":"Steganography","level":3,"score":0.25383806228637695},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.12883752584457397},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.09599953889846802}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-30504-7_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-30504-7_32","pdf_url":null,"source":{"id":"https://openalex.org/S4210212400","display_name":"Intelligent systems reference library","issn_l":"1868-4394","issn":["1868-4394","1868-4408"],"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":"Intelligent Systems Reference Library","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":21,"referenced_works":["https://openalex.org/W198078190","https://openalex.org/W1518402653","https://openalex.org/W1532906507","https://openalex.org/W1535817554","https://openalex.org/W1570448133","https://openalex.org/W1589812914","https://openalex.org/W1699954493","https://openalex.org/W1760530029","https://openalex.org/W1806317803","https://openalex.org/W2052614332","https://openalex.org/W2073251958","https://openalex.org/W2103228545","https://openalex.org/W2117500881","https://openalex.org/W2133671888","https://openalex.org/W2262113813","https://openalex.org/W2484434547","https://openalex.org/W2962773302","https://openalex.org/W3145128584","https://openalex.org/W4214871172","https://openalex.org/W4285719527","https://openalex.org/W6830053909"],"related_works":["https://openalex.org/W4220747575","https://openalex.org/W2133743319","https://openalex.org/W4200085651","https://openalex.org/W2160587766","https://openalex.org/W2241212938","https://openalex.org/W1529294424","https://openalex.org/W2088023168","https://openalex.org/W2045401301","https://openalex.org/W2355413035","https://openalex.org/W4294309378"],"abstract_inverted_index":null,"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
