{"id":"https://openalex.org/W4405192320","doi":"https://doi.org/10.1007/s10489-024-05994-x","title":"Novel multimodal contrast learning framework using zero-shot prediction for abnormal behavior recognition","display_name":"Novel multimodal contrast learning framework using zero-shot prediction for abnormal behavior recognition","publication_year":2024,"publication_date":"2024-12-09","ids":{"openalex":"https://openalex.org/W4405192320","doi":"https://doi.org/10.1007/s10489-024-05994-x"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-024-05994-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-024-05994-x","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","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/A5077846051","display_name":"Hai Chuan Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]},{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["CN","MY"],"is_corresponding":false,"raw_author_name":"Hai Chuan Liu","raw_affiliation_strings":["Chongqing College of Mobile Communication, Chongqing, 401520, China","Chongqing Key Laboratory of Public Big Data Security Technology, Chongqing, 401420, China","Department of Electrical Engineering, Faculty of Engineering, Universiti Malaya, Kuala Lumpur, 50603, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing College of Mobile Communication, Chongqing, 401520, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"Chongqing Key Laboratory of Public Big Data Security Technology, Chongqing, 401420, China","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical Engineering, Faculty of Engineering, Universiti Malaya, Kuala Lumpur, 50603, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065170715","display_name":"Anis Salwa Mohd Khairuddin","orcid":"https://orcid.org/0000-0002-9873-4779"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Anis Salwa Mohd Khairuddin","raw_affiliation_strings":["Department of Electrical Engineering, Faculty of Engineering, Universiti Malaya, Kuala Lumpur, 50603, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Faculty of Engineering, Universiti Malaya, Kuala Lumpur, 50603, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075948725","display_name":"Joon Huang Chuah","orcid":"https://orcid.org/0000-0001-9058-3497"},"institutions":[{"id":"https://openalex.org/I2800396189","display_name":"Southern University College","ror":"https://ror.org/03c3mm140","country_code":"MY","type":"education","lineage":["https://openalex.org/I2800396189"]},{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Joon Huang Chuah","raw_affiliation_strings":["Department of Electrical Engineering, Faculty of Engineering, Universiti Malaya, Kuala Lumpur, 50603, Malaysia","Faculty of Engineering and Information Technology, Southern University College, Skudai, Johor, 81300, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Faculty of Engineering, Universiti Malaya, Kuala Lumpur, 50603, Malaysia","institution_ids":["https://openalex.org/I33849332"]},{"raw_affiliation_string":"Faculty of Engineering and Information Technology, Southern University College, Skudai, Johor, 81300, Malaysia","institution_ids":["https://openalex.org/I2800396189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071312842","display_name":"Xian Min Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xian Min Zhao","raw_affiliation_strings":["Chongqing College of Mobile Communication, Chongqing, 401520, China","Chongqing Key Laboratory of Public Big Data Security Technology, Chongqing, 401420, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing College of Mobile Communication, Chongqing, 401520, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"Chongqing Key Laboratory of Public Big Data Security Technology, Chongqing, 401420, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101666196","display_name":"Xiao Dan Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Dan Wang","raw_affiliation_strings":["Chongqing College of Mobile Communication, Chongqing, 401520, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing College of Mobile Communication, Chongqing, 401520, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074370589","display_name":"Li Fang","orcid":"https://orcid.org/0000-0001-9963-6110"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Li Ming Fang","raw_affiliation_strings":["Department of Electrical Engineering, Faculty of Engineering, Universiti Malaya, Kuala Lumpur, 50603, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Faculty of Engineering, Universiti Malaya, Kuala Lumpur, 50603, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002242434","display_name":"Seong G. Kong","orcid":"https://orcid.org/0000-0002-0335-6526"},"institutions":[{"id":"https://openalex.org/I4210152042","display_name":"Beijing Polytechnic","ror":"https://ror.org/03xgzn792","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Si Bo Kong","raw_affiliation_strings":["School of Integrated Circuits(Artificial Intelligence), Beijing Polytechnic, Beijing, 00176, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits(Artificial Intelligence), Beijing Polytechnic, Beijing, 00176, China","institution_ids":["https://openalex.org/I4210152042"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5065170715"],"corresponding_institution_ids":["https://openalex.org/I33849332"],"apc_list":{"value":3090,"currency":"USD","value_usd":3090},"apc_paid":null,"fwci":0.4576,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.61207018,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":97},"biblio":{"volume":"55","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9987000226974487,"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":0.9973000288009644,"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":0.880480170249939},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.7587828636169434},{"id":"https://openalex.org/keywords/zero","display_name":"Zero (linguistics)","score":0.576505184173584},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.563277542591095},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.4901007115840912},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4733429253101349},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.381400465965271}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.880480170249939},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.7587828636169434},{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.576505184173584},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.563277542591095},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.4901007115840912},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4733429253101349},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.381400465965271},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10489-024-05994-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-024-05994-x","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W2507009361","https://openalex.org/W2765198766","https://openalex.org/W3030109290","https://openalex.org/W3084615786","https://openalex.org/W3086165762","https://openalex.org/W3124887724","https://openalex.org/W3128826581","https://openalex.org/W3146830617","https://openalex.org/W3176445421","https://openalex.org/W3198377975","https://openalex.org/W4210408254","https://openalex.org/W4220910168","https://openalex.org/W4283257280","https://openalex.org/W4285606530","https://openalex.org/W4307845887","https://openalex.org/W4309688875","https://openalex.org/W4310080064","https://openalex.org/W4312480274","https://openalex.org/W4312558481","https://openalex.org/W4312560592","https://openalex.org/W4312614039","https://openalex.org/W4313175608","https://openalex.org/W4323897056","https://openalex.org/W4362653498","https://openalex.org/W4365421032","https://openalex.org/W4368232702","https://openalex.org/W4380032301","https://openalex.org/W4384559607","https://openalex.org/W4385614537","https://openalex.org/W4385999583","https://openalex.org/W4386057769","https://openalex.org/W4386076497","https://openalex.org/W4386790226","https://openalex.org/W4388688415","https://openalex.org/W4388854793","https://openalex.org/W4389317971","https://openalex.org/W4391128821","https://openalex.org/W4392251595"],"related_works":["https://openalex.org/W2074502265","https://openalex.org/W4214877189","https://openalex.org/W2773965352","https://openalex.org/W2381179799","https://openalex.org/W2980279061","https://openalex.org/W2334685461","https://openalex.org/W2366718574","https://openalex.org/W2359774528","https://openalex.org/W4298312966","https://openalex.org/W2325697621"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}