{"id":"https://openalex.org/W4392763761","doi":"https://doi.org/10.1007/s11036-024-02306-y","title":"Multi-DGI: Multi-head Pooling Deep Graph Infomax for Human Activity Recognition","display_name":"Multi-DGI: Multi-head Pooling Deep Graph Infomax for Human Activity Recognition","publication_year":2024,"publication_date":"2024-03-13","ids":{"openalex":"https://openalex.org/W4392763761","doi":"https://doi.org/10.1007/s11036-024-02306-y"},"language":"en","primary_location":{"id":"doi:10.1007/s11036-024-02306-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11036-024-02306-y","pdf_url":null,"source":{"id":"https://openalex.org/S192894947","display_name":"Mobile Networks and Applications","issn_l":"1383-469X","issn":["1383-469X","1572-8153"],"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":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Networks and Applications","raw_type":"journal-article"},"type":"article","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/A5100405151","display_name":"Yifan Chen","orcid":"https://orcid.org/0000-0003-1353-7192"},"institutions":[{"id":"https://openalex.org/I155043079","display_name":"University of Nottingham Malaysia Campus","ror":"https://ror.org/04mz9mt17","country_code":"MY","type":"education","lineage":["https://openalex.org/I142263535","https://openalex.org/I155043079"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Yifan Chen","raw_affiliation_strings":["School of Computer Science, University of Nottingham Malaysia, Semenyih, 43500, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Nottingham Malaysia, Semenyih, 43500, Malaysia","institution_ids":["https://openalex.org/I155043079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001634212","display_name":"Haiqi Zhu","orcid":"https://orcid.org/0000-0002-5076-2412"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiqi Zhu","raw_affiliation_strings":["School of Medicine and Health, Harbin Institute of Technology, Harbin, 15001, China"],"affiliations":[{"raw_affiliation_string":"School of Medicine and Health, Harbin Institute of Technology, Harbin, 15001, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100438512","display_name":"Zhiyuan Chen","orcid":"https://orcid.org/0000-0002-4915-1593"},"institutions":[{"id":"https://openalex.org/I155043079","display_name":"University of Nottingham Malaysia Campus","ror":"https://ror.org/04mz9mt17","country_code":"MY","type":"education","lineage":["https://openalex.org/I142263535","https://openalex.org/I155043079"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Zhiyuan Chen","raw_affiliation_strings":["School of Computer Science, University of Nottingham Malaysia, Semenyih, 43500, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Nottingham Malaysia, Semenyih, 43500, Malaysia","institution_ids":["https://openalex.org/I155043079"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100405151"],"corresponding_institution_ids":["https://openalex.org/I155043079"],"apc_list":null,"apc_paid":null,"fwci":1.4977,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.82488688,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"29","issue":"3","first_page":"647","last_page":"658"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9997000098228455,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9997000098228455,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9922999739646912,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9825999736785889,"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":0.8729314804077148},{"id":"https://openalex.org/keywords/infomax","display_name":"Infomax","score":0.8433797359466553},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.7086386680603027},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4827815592288971},{"id":"https://openalex.org/keywords/head","display_name":"Head (geology)","score":0.4827134311199188},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.44636085629463196},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32640957832336426},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.1538386046886444},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.10907694697380066},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.06800439953804016}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8729314804077148},{"id":"https://openalex.org/C153402090","wikidata":"https://www.wikidata.org/wiki/Q6030480","display_name":"Infomax","level":4,"score":0.8433797359466553},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.7086386680603027},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4827815592288971},{"id":"https://openalex.org/C2780312720","wikidata":"https://www.wikidata.org/wiki/Q5689100","display_name":"Head (geology)","level":2,"score":0.4827134311199188},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.44636085629463196},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32640957832336426},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.1538386046886444},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.10907694697380066},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.06800439953804016},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.0},{"id":"https://openalex.org/C120317606","wikidata":"https://www.wikidata.org/wiki/Q17105967","display_name":"Blind signal separation","level":3,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11036-024-02306-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11036-024-02306-y","pdf_url":null,"source":{"id":"https://openalex.org/S192894947","display_name":"Mobile Networks and Applications","issn_l":"1383-469X","issn":["1383-469X","1572-8153"],"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":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Networks and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1723619723","https://openalex.org/W2008461270","https://openalex.org/W2023302299","https://openalex.org/W2040994572","https://openalex.org/W2054780155","https://openalex.org/W2132042968","https://openalex.org/W2132691216","https://openalex.org/W2154851992","https://openalex.org/W2219995598","https://openalex.org/W2294147839","https://openalex.org/W2342792048","https://openalex.org/W2756203131","https://openalex.org/W2807150694","https://openalex.org/W2891226723","https://openalex.org/W2907492528","https://openalex.org/W2963512530","https://openalex.org/W3015505405","https://openalex.org/W3017424189","https://openalex.org/W3042545382","https://openalex.org/W3042856524","https://openalex.org/W3045907623","https://openalex.org/W3088578860","https://openalex.org/W3103720336","https://openalex.org/W3104097132","https://openalex.org/W3108751335","https://openalex.org/W3123909522","https://openalex.org/W3139646219","https://openalex.org/W3164845984","https://openalex.org/W4293099806","https://openalex.org/W4294811241","https://openalex.org/W4380520218","https://openalex.org/W4382239962","https://openalex.org/W4386634511"],"related_works":["https://openalex.org/W2344296381","https://openalex.org/W1534036872","https://openalex.org/W2356393804","https://openalex.org/W2181972346","https://openalex.org/W2899492207","https://openalex.org/W2365609124","https://openalex.org/W2390909523","https://openalex.org/W2110308877","https://openalex.org/W3015684221","https://openalex.org/W2142813212"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-10-10T00:00:00"}
