{"id":"https://openalex.org/W7133604493","doi":"https://doi.org/10.1016/j.knosys.2026.115635","title":"An advanced hybrid probabilistic neural network based on generalized hyperbolic distributions for handling non-Gaussian data","display_name":"An advanced hybrid probabilistic neural network based on generalized hyperbolic distributions for handling non-Gaussian data","publication_year":2026,"publication_date":"2026-03-05","ids":{"openalex":"https://openalex.org/W7133604493","doi":"https://doi.org/10.1016/j.knosys.2026.115635"},"language":"en","primary_location":{"id":"doi:10.1016/j.knosys.2026.115635","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2026.115635","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"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":"Knowledge-Based Systems","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/A5128146325","display_name":"Dilpreet Kaur","orcid":null},"institutions":[{"id":"https://openalex.org/I162030827","display_name":"Thapar Institute of Engineering & Technology","ror":"https://ror.org/00wdq3744","country_code":"IN","type":"education","lineage":["https://openalex.org/I162030827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dilpreet Kaur","raw_affiliation_strings":["Department of Mathematics, Thapar Institute of Engineering and Technology, Patiala, India"],"raw_orcid":"https://orcid.org/0009-0008-5354-8674","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Thapar Institute of Engineering and Technology, Patiala, India","institution_ids":["https://openalex.org/I162030827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128164776","display_name":"Kavita Goyal","orcid":null},"institutions":[{"id":"https://openalex.org/I162030827","display_name":"Thapar Institute of Engineering & Technology","ror":"https://ror.org/00wdq3744","country_code":"IN","type":"education","lineage":["https://openalex.org/I162030827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kavita Goyal","raw_affiliation_strings":["Department of Mathematics, Thapar Institute of Engineering and Technology, Patiala, India"],"raw_orcid":"https://orcid.org/0000-0003-2172-0982","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Thapar Institute of Engineering and Technology, Patiala, India","institution_ids":["https://openalex.org/I162030827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5128142096","display_name":"Rohit Kumar Singla","orcid":null},"institutions":[{"id":"https://openalex.org/I162030827","display_name":"Thapar Institute of Engineering & Technology","ror":"https://ror.org/00wdq3744","country_code":"IN","type":"education","lineage":["https://openalex.org/I162030827"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Rohit Kumar Singla","raw_affiliation_strings":["Department of Mechanical Engineering, Thapar Institute of Engineering and Technology, Patiala, India"],"raw_orcid":"https://orcid.org/0000-0002-1266-4109","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Thapar Institute of Engineering and Technology, Patiala, India","institution_ids":["https://openalex.org/I162030827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5128142096"],"corresponding_institution_ids":["https://openalex.org/I162030827"],"apc_list":{"value":3130,"currency":"USD","value_usd":3130},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.45296928,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"340","issue":null,"first_page":"115635","last_page":"115635"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.25529998540878296,"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/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.25529998540878296,"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/T12261","display_name":"Statistical Mechanics and Entropy","score":0.20569999516010284,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.12269999831914902,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.5697000026702881},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5543000102043152},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.289900004863739},{"id":"https://openalex.org/keywords/probabilistic-neural-network","display_name":"Probabilistic neural network","score":0.28130000829696655},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.2784999907016754},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.26409998536109924},{"id":"https://openalex.org/keywords/probability-distribution","display_name":"Probability distribution","score":0.2628999948501587}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5697000026702881},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5543000102043152},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5511000156402588},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43970000743865967},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4302999973297119},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33320000767707825},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2985999882221222},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.289900004863739},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.28760001063346863},{"id":"https://openalex.org/C134342201","wikidata":"https://www.wikidata.org/wiki/Q7246859","display_name":"Probabilistic neural network","level":4,"score":0.28130000829696655},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.2784999907016754},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.26409998536109924},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.2628999948501587},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.2624000012874603},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.26190000772476196},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.2615000009536743},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.2614000141620636},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2603999972343445},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.26019999384880066},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.259799987077713}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.knosys.2026.115635","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2026.115635","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"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":"Knowledge-Based Systems","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":59,"referenced_works":["https://openalex.org/W160778710","https://openalex.org/W1688489118","https://openalex.org/W1964168965","https://openalex.org/W1971604478","https://openalex.org/W1974429651","https://openalex.org/W1980503918","https://openalex.org/W2000311714","https://openalex.org/W2012966833","https://openalex.org/W2020303016","https://openalex.org/W2027645392","https://openalex.org/W2045456727","https://openalex.org/W2046083157","https://openalex.org/W2057536257","https://openalex.org/W2060488211","https://openalex.org/W2071193822","https://openalex.org/W2098307847","https://openalex.org/W2122684851","https://openalex.org/W2137971377","https://openalex.org/W2145093937","https://openalex.org/W2169554323","https://openalex.org/W2563635378","https://openalex.org/W2594897147","https://openalex.org/W2626475703","https://openalex.org/W2793556086","https://openalex.org/W2873008620","https://openalex.org/W2900249394","https://openalex.org/W2910145865","https://openalex.org/W2939205370","https://openalex.org/W2939355031","https://openalex.org/W2953159213","https://openalex.org/W2963087583","https://openalex.org/W2973128936","https://openalex.org/W2991935909","https://openalex.org/W3007615437","https://openalex.org/W3007883824","https://openalex.org/W3011024708","https://openalex.org/W3028513327","https://openalex.org/W3045216447","https://openalex.org/W3170358213","https://openalex.org/W3183116574","https://openalex.org/W3201246209","https://openalex.org/W4220755099","https://openalex.org/W4294762718","https://openalex.org/W4319297756","https://openalex.org/W4377291306","https://openalex.org/W4386162238","https://openalex.org/W4391257044","https://openalex.org/W4391928676","https://openalex.org/W4393080860","https://openalex.org/W4398167327","https://openalex.org/W4401521672","https://openalex.org/W4401522347","https://openalex.org/W4404022276","https://openalex.org/W4406243048","https://openalex.org/W4406786696","https://openalex.org/W4407629763","https://openalex.org/W4410275185","https://openalex.org/W4411860220","https://openalex.org/W4413056463"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-13T14:20:09.374765","created_date":"2026-03-06T00:00:00"}
