{"id":"https://openalex.org/W7162259961","doi":"https://doi.org/10.1016/j.compeleceng.2026.111256","title":"Context-Aware Multi-Scale Transformers with dual-stage multiple instance learning for violence detection","display_name":"Context-Aware Multi-Scale Transformers with dual-stage multiple instance learning for violence detection","publication_year":2026,"publication_date":"2026-05-24","ids":{"openalex":"https://openalex.org/W7162259961","doi":"https://doi.org/10.1016/j.compeleceng.2026.111256"},"language":"en","primary_location":{"id":"doi:10.1016/j.compeleceng.2026.111256","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compeleceng.2026.111256","pdf_url":null,"source":{"id":"https://openalex.org/S121340289","display_name":"Computers & Electrical Engineering","issn_l":"0045-7906","issn":["0045-7906","1879-0755"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers and Electrical Engineering","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/A5136894629","display_name":"Shobha Kumari","orcid":"https://orcid.org/0009-0008-4818-3017"},"institutions":[{"id":"https://openalex.org/I70971781","display_name":"Dr. B. R. Ambedkar National Institute of Technology Jalandhar","ror":"https://ror.org/03xt0bg88","country_code":"IN","type":"education","lineage":["https://openalex.org/I70971781"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Shobha Kumari","raw_affiliation_strings":["Department of Information Technology, Dr B R Ambedkar National Institute of Technology Jalandhar, Jalandhar, Punjab, 144011, India"],"raw_orcid":"https://orcid.org/0009-0008-4818-3017","affiliations":[{"raw_affiliation_string":"Department of Information Technology, Dr B R Ambedkar National Institute of Technology Jalandhar, Jalandhar, Punjab, 144011, India","institution_ids":["https://openalex.org/I70971781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5136877005","display_name":"Vijay Kumar","orcid":"https://orcid.org/0000-0002-3460-6989"},"institutions":[{"id":"https://openalex.org/I70971781","display_name":"Dr. B. R. Ambedkar National Institute of Technology Jalandhar","ror":"https://ror.org/03xt0bg88","country_code":"IN","type":"education","lineage":["https://openalex.org/I70971781"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vijay Kumar","raw_affiliation_strings":["Department of Information Technology, Dr B R Ambedkar National Institute of Technology Jalandhar, Jalandhar, Punjab, 144011, India"],"raw_orcid":"https://orcid.org/0000-0002-3460-6989","affiliations":[{"raw_affiliation_string":"Department of Information Technology, Dr B R Ambedkar National Institute of Technology Jalandhar, Jalandhar, Punjab, 144011, India","institution_ids":["https://openalex.org/I70971781"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5136894629"],"corresponding_institution_ids":["https://openalex.org/I70971781"],"apc_list":{"value":3100,"currency":"USD","value_usd":3100},"apc_paid":null,"fwci":12.1051,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.98488841,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"137","issue":null,"first_page":"111256","last_page":"111256"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.6115999817848206,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.6115999817848206,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.30970001220703125,"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/T11439","display_name":"Video Analysis and Summarization","score":0.017899999395012856,"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/pairwise-comparison","display_name":"Pairwise comparison","score":0.7233999967575073},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5141000151634216},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.39660000801086426},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.37720000743865967},{"id":"https://openalex.org/keywords/smoothness","display_name":"Smoothness","score":0.3411000072956085},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"Multi-task learning","score":0.335999995470047},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.32330000400543213}],"concepts":[{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.7233999967575073},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7071999907493591},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6122999787330627},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5141000151634216},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4909999966621399},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.39660000801086426},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.37720000743865967},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35580000281333923},{"id":"https://openalex.org/C102634674","wikidata":"https://www.wikidata.org/wiki/Q868473","display_name":"Smoothness","level":2,"score":0.3411000072956085},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.335999995470047},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.32330000400543213},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3158999979496002},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.27880001068115234},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.27219998836517334},{"id":"https://openalex.org/C81074085","wikidata":"https://www.wikidata.org/wiki/Q366872","display_name":"Motion planning","level":3,"score":0.2711000144481659},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.2637999951839447},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.259799987077713},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.25780001282691956}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.compeleceng.2026.111256","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compeleceng.2026.111256","pdf_url":null,"source":{"id":"https://openalex.org/S121340289","display_name":"Computers & Electrical Engineering","issn_l":"0045-7906","issn":["0045-7906","1879-0755"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers and Electrical Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6195236444473267,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1522734439","https://openalex.org/W3045994539","https://openalex.org/W3136986393","https://openalex.org/W3164831349","https://openalex.org/W3216168609","https://openalex.org/W4205103848","https://openalex.org/W4220685517","https://openalex.org/W4282962427","https://openalex.org/W4294073552","https://openalex.org/W4307715346","https://openalex.org/W4311104044","https://openalex.org/W4312062141","https://openalex.org/W4318570114","https://openalex.org/W4318962905","https://openalex.org/W4320712956","https://openalex.org/W4383225889","https://openalex.org/W4387697691","https://openalex.org/W4389317800","https://openalex.org/W4393033666","https://openalex.org/W4398137709","https://openalex.org/W4401665589","https://openalex.org/W4406521574","https://openalex.org/W4409189410","https://openalex.org/W4409795980","https://openalex.org/W4410852507","https://openalex.org/W4413743308","https://openalex.org/W4415883695","https://openalex.org/W4417482573","https://openalex.org/W7082002909","https://openalex.org/W7124165751","https://openalex.org/W7127291719"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-25T06:16:32.665105","created_date":"2026-05-25T00:00:00"}