{"id":"https://openalex.org/W4407601803","doi":"https://doi.org/10.1007/s42979-025-03709-8","title":"Class-Balanced Protein Interaction Site Prediction Using Global and Local Features with XGBoost and Deep Learning","display_name":"Class-Balanced Protein Interaction Site Prediction Using Global and Local Features with XGBoost and Deep Learning","publication_year":2025,"publication_date":"2025-02-15","ids":{"openalex":"https://openalex.org/W4407601803","doi":"https://doi.org/10.1007/s42979-025-03709-8"},"language":"en","primary_location":{"id":"doi:10.1007/s42979-025-03709-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-025-03709-8","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","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/A5116280951","display_name":"Bharath C. Kulkarni","orcid":null},"institutions":[{"id":"https://openalex.org/I11880225","display_name":"National Institute of Technology Karnataka","ror":"https://ror.org/01hz4v948","country_code":"IN","type":"education","lineage":["https://openalex.org/I11880225"]},{"id":"https://openalex.org/I42014448","display_name":"Sardar Vallabhbhai National Institute of Technology Surat","ror":"https://ror.org/02y394t43","country_code":"IN","type":"education","lineage":["https://openalex.org/I42014448"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bharath C. Kulkarni","raw_affiliation_strings":["Information Technology, National Institute of Technology, Surathkal, Mangalore, Karnataka, 575025, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Technology, National Institute of Technology, Surathkal, Mangalore, Karnataka, 575025, India","institution_ids":["https://openalex.org/I11880225","https://openalex.org/I42014448"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Bommineni Shiva Sai","orcid":null},"institutions":[{"id":"https://openalex.org/I11880225","display_name":"National Institute of Technology Karnataka","ror":"https://ror.org/01hz4v948","country_code":"IN","type":"education","lineage":["https://openalex.org/I11880225"]},{"id":"https://openalex.org/I42014448","display_name":"Sardar Vallabhbhai National Institute of Technology Surat","ror":"https://ror.org/02y394t43","country_code":"IN","type":"education","lineage":["https://openalex.org/I42014448"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bommineni Shiva Sai","raw_affiliation_strings":["Information Technology, National Institute of Technology, Surathkal, Mangalore, Karnataka, 575025, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Technology, National Institute of Technology, Surathkal, Mangalore, Karnataka, 575025, India","institution_ids":["https://openalex.org/I11880225","https://openalex.org/I42014448"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116280952","display_name":"Varun Kolagad","orcid":null},"institutions":[{"id":"https://openalex.org/I11880225","display_name":"National Institute of Technology Karnataka","ror":"https://ror.org/01hz4v948","country_code":"IN","type":"education","lineage":["https://openalex.org/I11880225"]},{"id":"https://openalex.org/I42014448","display_name":"Sardar Vallabhbhai National Institute of Technology Surat","ror":"https://ror.org/02y394t43","country_code":"IN","type":"education","lineage":["https://openalex.org/I42014448"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Varun Kolagad","raw_affiliation_strings":["Information Technology, National Institute of Technology, Surathkal, Mangalore, Karnataka, 575025, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Technology, National Institute of Technology, Surathkal, Mangalore, Karnataka, 575025, India","institution_ids":["https://openalex.org/I11880225","https://openalex.org/I42014448"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040815462","display_name":"Nagamma Patil","orcid":"https://orcid.org/0000-0001-9924-9559"},"institutions":[{"id":"https://openalex.org/I11880225","display_name":"National Institute of Technology Karnataka","ror":"https://ror.org/01hz4v948","country_code":"IN","type":"education","lineage":["https://openalex.org/I11880225"]},{"id":"https://openalex.org/I42014448","display_name":"Sardar Vallabhbhai National Institute of Technology Surat","ror":"https://ror.org/02y394t43","country_code":"IN","type":"education","lineage":["https://openalex.org/I42014448"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nagamma Patil","raw_affiliation_strings":["Information Technology, National Institute of Technology, Surathkal, Mangalore, Karnataka, 575025, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Technology, National Institute of Technology, Surathkal, Mangalore, Karnataka, 575025, India","institution_ids":["https://openalex.org/I11880225","https://openalex.org/I42014448"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087235526","display_name":"P Bhat","orcid":"https://orcid.org/0009-0004-7508-965X"},"institutions":[{"id":"https://openalex.org/I11880225","display_name":"National Institute of Technology Karnataka","ror":"https://ror.org/01hz4v948","country_code":"IN","type":"education","lineage":["https://openalex.org/I11880225"]},{"id":"https://openalex.org/I42014448","display_name":"Sardar Vallabhbhai National Institute of Technology Surat","ror":"https://ror.org/02y394t43","country_code":"IN","type":"education","lineage":["https://openalex.org/I42014448"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Prajna Bhat","raw_affiliation_strings":["Information Technology, National Institute of Technology, Surathkal, Mangalore, Karnataka, 575025, India"],"raw_orcid":"https://orcid.org/0009-0004-7508-965X","affiliations":[{"raw_affiliation_string":"Information Technology, National Institute of Technology, Surathkal, Mangalore, Karnataka, 575025, India","institution_ids":["https://openalex.org/I11880225","https://openalex.org/I42014448"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5087235526"],"corresponding_institution_ids":["https://openalex.org/I11880225","https://openalex.org/I42014448"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":0.818,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.67801074,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"6","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10044","display_name":"Protein Structure and Dynamics","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6244603395462036},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5456488728523254},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4906262457370758},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48091456294059753},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3562546372413635},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.33070358633995056}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6244603395462036},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5456488728523254},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4906262457370758},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48091456294059753},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3562546372413635},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33070358633995056}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s42979-025-03709-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-025-03709-8","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","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":40,"referenced_works":["https://openalex.org/W2103485392","https://openalex.org/W2141627824","https://openalex.org/W2155194485","https://openalex.org/W2283929195","https://openalex.org/W2570083522","https://openalex.org/W2971405760","https://openalex.org/W3080498684","https://openalex.org/W3123226037","https://openalex.org/W3133915333","https://openalex.org/W3157980508","https://openalex.org/W3166711341","https://openalex.org/W3182377819","https://openalex.org/W3189254479","https://openalex.org/W3194250096","https://openalex.org/W3197696221","https://openalex.org/W3210154983","https://openalex.org/W3217151645","https://openalex.org/W4200133681","https://openalex.org/W4214544244","https://openalex.org/W4214910487","https://openalex.org/W4224323533","https://openalex.org/W4226208598","https://openalex.org/W4226331246","https://openalex.org/W4283586679","https://openalex.org/W4284680380","https://openalex.org/W4288455572","https://openalex.org/W4312118671","https://openalex.org/W4317496130","https://openalex.org/W4323348775","https://openalex.org/W4364351976","https://openalex.org/W4384703232","https://openalex.org/W4386038314","https://openalex.org/W4386331037","https://openalex.org/W4387490228","https://openalex.org/W4390510409","https://openalex.org/W4393222396","https://openalex.org/W4393278006","https://openalex.org/W4394575840","https://openalex.org/W4401945308","https://openalex.org/W4402132026"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W2961085424","https://openalex.org/W3215138031","https://openalex.org/W4306674287","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4321369474","https://openalex.org/W4285208911","https://openalex.org/W4387369504","https://openalex.org/W3046775127"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}