{"id":"https://openalex.org/W3097760843","doi":"https://doi.org/10.1007/978-3-030-61656-4_4","title":"Hybrid Deep Convolutional Neural Network with Multimodal Fusion","display_name":"Hybrid Deep Convolutional Neural Network with Multimodal Fusion","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3097760843","doi":"https://doi.org/10.1007/978-3-030-61656-4_4","mag":"3097760843"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-61656-4_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-61656-4_4","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information 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/A5023294314","display_name":"Olena Vynokurova","orcid":"https://orcid.org/0000-0002-9414-2477"},"institutions":[{"id":"https://openalex.org/I24798489","display_name":"Kharkiv National Automobile and Highway University","ror":"https://ror.org/01b62sk68","country_code":"UA","type":"education","lineage":["https://openalex.org/I24798489"]},{"id":"https://openalex.org/I107158390","display_name":"Kharkiv National University of Radio Electronics","ror":"https://ror.org/01ctj1b90","country_code":"UA","type":"education","lineage":["https://openalex.org/I107158390"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Olena Vynokurova","raw_affiliation_strings":["GeoGuard, Kharkiv, Ukraine","Kharkiv National University of Radio Electronics, Kharkiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"GeoGuard, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I24798489"]},{"raw_affiliation_string":"Kharkiv National University of Radio Electronics, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I107158390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013385240","display_name":"Dmytro Peleshko","orcid":"https://orcid.org/0000-0003-4881-6933"},"institutions":[{"id":"https://openalex.org/I24798489","display_name":"Kharkiv National Automobile and Highway University","ror":"https://ror.org/01b62sk68","country_code":"UA","type":"education","lineage":["https://openalex.org/I24798489"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Dmytro Peleshko","raw_affiliation_strings":["GeoGuard, Kharkiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"GeoGuard, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I24798489"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040382522","display_name":"Marta Peleshko","orcid":"https://orcid.org/0000-0002-9315-1590"},"institutions":[{"id":"https://openalex.org/I4210160829","display_name":"Lviv State University of Life Safety","ror":"https://ror.org/057g9bh47","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210160829"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Marta Peleshko","raw_affiliation_strings":["Lviv State University of Life Safety, Lviv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Lviv State University of Life Safety, Lviv, Ukraine","institution_ids":["https://openalex.org/I4210160829"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5023294314"],"corresponding_institution_ids":["https://openalex.org/I107158390","https://openalex.org/I24798489"],"apc_list":null,"apc_paid":null,"fwci":0.126,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.5391839,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"62","last_page":"78"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9872999787330627,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9872999787330627,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10860","display_name":"Speech and Audio Processing","score":0.9790999889373779,"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":0.7601099014282227},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.726410984992981},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6217690110206604},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.6106423139572144},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6067521572113037},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5514154434204102},{"id":"https://openalex.org/keywords/mel-frequency-cepstrum","display_name":"Mel-frequency cepstrum","score":0.4420754313468933},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4123688340187073},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.41229236125946045},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.41217613220214844},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.3322778344154358},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.32660213112831116}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7601099014282227},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.726410984992981},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6217690110206604},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.6106423139572144},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6067521572113037},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5514154434204102},{"id":"https://openalex.org/C151989614","wikidata":"https://www.wikidata.org/wiki/Q440370","display_name":"Mel-frequency cepstrum","level":3,"score":0.4420754313468933},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4123688340187073},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.41229236125946045},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41217613220214844},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.3322778344154358},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.32660213112831116},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-61656-4_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-61656-4_4","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1573546770","https://openalex.org/W1923404803","https://openalex.org/W1933657216","https://openalex.org/W1974238679","https://openalex.org/W1983478727","https://openalex.org/W2042608483","https://openalex.org/W2061489198","https://openalex.org/W2102625004","https://openalex.org/W2128122351","https://openalex.org/W2183874987","https://openalex.org/W2285716245","https://openalex.org/W2495046021","https://openalex.org/W2594690981","https://openalex.org/W2610635404","https://openalex.org/W2610961739","https://openalex.org/W2734984521","https://openalex.org/W2889211735","https://openalex.org/W2889839708","https://openalex.org/W2922686002","https://openalex.org/W2949608135","https://openalex.org/W2952186347","https://openalex.org/W2953084276","https://openalex.org/W2963128932","https://openalex.org/W2963528589","https://openalex.org/W3097096317","https://openalex.org/W4230210808","https://openalex.org/W4285719527","https://openalex.org/W6696325823"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W3167935049","https://openalex.org/W3029198973","https://openalex.org/W4317383455","https://openalex.org/W2548511587","https://openalex.org/W4293232884","https://openalex.org/W2422472940"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}