{"id":"https://openalex.org/A5023019170","orcid":"https://orcid.org/0009-0004-4263-5634","observed_orcids":["https://orcid.org/0009-0004-4263-5634"],"display_name":"Souad Amjad","raw_author_names":["Amjad Souad","Amjad, Souad","Souad AMJAD","Souad Amjad"],"full_name":"Souad Amjad","works_count":47,"cited_by_count":762,"summary_stats":{"2yr_mean_citedness":0.8461538461538461,"h_index":12,"i10_index":14},"ids":{"openalex":"https://openalex.org/A5023019170","orcid":"https://orcid.org/0009-0004-4263-5634","observed_orcids":["https://orcid.org/0009-0004-4263-5634"]},"affiliations":[{"institution":{"id":"https://openalex.org/I119856527","ror":"https://ror.org/04xf6nm78","display_name":"Cadi Ayyad University","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]},"years":[2003,1999]},{"institution":{"id":"https://openalex.org/I240042149","ror":"https://ror.org/03c4shz64","display_name":"Abdelmalek Essa\u00e2di University","country_code":"MA","type":"education","lineage":["https://openalex.org/I240042149"]},"years":[2026,2024,2023,2022,2021,2020,2019,2016,2013]},{"institution":{"id":"https://openalex.org/I81605866","ror":"https://ror.org/04efg9a07","display_name":"Sidi Mohamed Ben Abdellah University","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]},"years":[2023]}],"last_known_institutions":[{"id":"https://openalex.org/I240042149","ror":"https://ror.org/03c4shz64","display_name":"Abdelmalek Essa\u00e2di University","country_code":"MA","type":"education","lineage":["https://openalex.org/I240042149"]}],"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","count":11,"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/T12391","display_name":"Artificial Immune Systems Applications","count":6,"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/T11891","display_name":"Big Data and Business Intelligence","count":5,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10639","display_name":"Advanced Software Engineering Methodologies","count":4,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","count":4,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"topic_share":[{"id":"https://openalex.org/T14347","display_name":"Big Data and Digital Economy","value":9.69e-05,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12391","display_name":"Artificial Immune Systems Applications","value":8.5e-05,"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/T11775","display_name":"COVID-19 diagnosis using AI","value":4.25e-05,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","value":3.92e-05,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","value":3.69e-05,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"x_concepts":[{"id":"41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","score":0.8972444534301758},{"id":"154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","score":0.7182905673980713},{"id":"119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","score":0.6690000295639038},{"id":"124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","score":0.6482999920845032},{"id":"33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","score":0.3535478711128235}],"counts_by_year":[{"year":1999,"works_count":1,"oa_works_count":0,"cited_by_count":0},{"year":2003,"works_count":1,"oa_works_count":0,"cited_by_count":0},{"year":2012,"works_count":0,"oa_works_count":0,"cited_by_count":1},{"year":2013,"works_count":1,"oa_works_count":1,"cited_by_count":0},{"year":2015,"works_count":1,"oa_works_count":0,"cited_by_count":0},{"year":2016,"works_count":6,"oa_works_count":1,"cited_by_count":3},{"year":2017,"works_count":0,"oa_works_count":0,"cited_by_count":1},{"year":2019,"works_count":1,"oa_works_count":0,"cited_by_count":3},{"year":2020,"works_count":4,"oa_works_count":1,"cited_by_count":3},{"year":2021,"works_count":5,"oa_works_count":3,"cited_by_count":11},{"year":2022,"works_count":7,"oa_works_count":4,"cited_by_count":29},{"year":2023,"works_count":7,"oa_works_count":3,"cited_by_count":119},{"year":2024,"works_count":2,"oa_works_count":1,"cited_by_count":192},{"year":2025,"works_count":1,"oa_works_count":1,"cited_by_count":191},{"year":2026,"works_count":10,"oa_works_count":9,"cited_by_count":204}],"display_name_alternatives":["Amjad Souad","Amjad, Souad","Souad AMJAD","Souad Amjad"],"block_key":"s amjad","works_api_url":"https://api.openalex.org/works?filter=author.id:A5023019170","awards_count":0,"awards_api_url":"https://api.openalex.org/awards?filter=investigators.author.id:A5023019170","updated_date":"2026-11-13T15:08:24","created_date":"2016-06-24T00:00:00"}