{"id":"https://openalex.org/W4221124698","doi":"https://doi.org/10.1007/978-3-030-99194-4_26","title":"MPredA: A Machine Learning Based Prediction System to Evaluate the Autism Level Improvement","display_name":"MPredA: A Machine Learning Based Prediction System to Evaluate the Autism Level Improvement","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4221124698","doi":"https://doi.org/10.1007/978-3-030-99194-4_26"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-99194-4_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-99194-4_26","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"},"type":"conference-paper","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/A5013323032","display_name":"Masud Rabbani","orcid":"https://orcid.org/0000-0003-3058-3625"},"institutions":[{"id":"https://openalex.org/I102461120","display_name":"Marquette University","ror":"https://ror.org/04gr4te78","country_code":"US","type":"education","lineage":["https://openalex.org/I102461120"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Masud Rabbani","raw_affiliation_strings":["Ubicomp Lab, Department of Computer Science, Marquette University, Milwaukee, WI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ubicomp Lab, Department of Computer Science, Marquette University, Milwaukee, WI, USA","institution_ids":["https://openalex.org/I102461120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109103918","display_name":"Munirul M. Haque","orcid":null},"institutions":[{"id":"https://openalex.org/I135191193","display_name":"University of Indianapolis","ror":"https://ror.org/052133d12","country_code":"US","type":"education","lineage":["https://openalex.org/I135191193"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Munirul M. Haque","raw_affiliation_strings":["R.B. Annis School of Engineering, University of Indianapolis, Indianapolis, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"R.B. Annis School of Engineering, University of Indianapolis, Indianapolis, IN, USA","institution_ids":["https://openalex.org/I135191193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026899176","display_name":"Dipranjan Das","orcid":"https://orcid.org/0000-0002-0553-8446"},"institutions":[{"id":"https://openalex.org/I102461120","display_name":"Marquette University","ror":"https://ror.org/04gr4te78","country_code":"US","type":"education","lineage":["https://openalex.org/I102461120"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dipranjan Das Dipal","raw_affiliation_strings":["Ubicomp Lab, Department of Computer Science, Marquette University, Milwaukee, WI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ubicomp Lab, Department of Computer Science, Marquette University, Milwaukee, WI, USA","institution_ids":["https://openalex.org/I102461120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034716445","display_name":"Md Ishrak Islam Zarif","orcid":"https://orcid.org/0000-0003-3491-0240"},"institutions":[{"id":"https://openalex.org/I102461120","display_name":"Marquette University","ror":"https://ror.org/04gr4te78","country_code":"US","type":"education","lineage":["https://openalex.org/I102461120"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Md Ishrak Islam Zarif","raw_affiliation_strings":["Ubicomp Lab, Department of Computer Science, Marquette University, Milwaukee, WI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ubicomp Lab, Department of Computer Science, Marquette University, Milwaukee, WI, USA","institution_ids":["https://openalex.org/I102461120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057480287","display_name":"Anik Iqbal","orcid":"https://orcid.org/0000-0003-1655-4561"},"institutions":[{"id":"https://openalex.org/I102461120","display_name":"Marquette University","ror":"https://ror.org/04gr4te78","country_code":"US","type":"education","lineage":["https://openalex.org/I102461120"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anik Iqbal","raw_affiliation_strings":["Ubicomp Lab, Department of Computer Science, Marquette University, Milwaukee, WI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ubicomp Lab, Department of Computer Science, Marquette University, Milwaukee, WI, USA","institution_ids":["https://openalex.org/I102461120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083120033","display_name":"A. J. Schwichtenberg","orcid":"https://orcid.org/0000-0002-8920-6798"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amy Schwichtenberg","raw_affiliation_strings":["College of Health and Human Sciences, Purdue University, West Lafayette, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Health and Human Sciences, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041259703","display_name":"Naveen K. Bansal","orcid":"https://orcid.org/0000-0002-6961-2844"},"institutions":[{"id":"https://openalex.org/I102461120","display_name":"Marquette University","ror":"https://ror.org/04gr4te78","country_code":"US","type":"education","lineage":["https://openalex.org/I102461120"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Naveen Bansal","raw_affiliation_strings":["Department of Mathematical and Statistical Sciences, Marquette University, Milwaukee, WI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematical and Statistical Sciences, Marquette University, Milwaukee, WI, USA","institution_ids":["https://openalex.org/I102461120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064114408","display_name":"Tanjir Rashid Soron","orcid":"https://orcid.org/0000-0001-9810-5000"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tanjir Rashid Soron","raw_affiliation_strings":["Telepsychiatry Research and Innovation Network Ltd, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telepsychiatry Research and Innovation Network Ltd, Dhaka, Bangladesh","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089574660","display_name":"Syed Ishtiaque Ahmed","orcid":"https://orcid.org/0000-0003-2452-0687"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Syed Ishtiaque Ahmed","raw_affiliation_strings":["Department of Computer Science, University of Toronto, Toronto, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080676206","display_name":"Sheikh Iqbal Ahamed","orcid":"https://orcid.org/0000-0001-5385-7647"},"institutions":[{"id":"https://openalex.org/I102461120","display_name":"Marquette University","ror":"https://ror.org/04gr4te78","country_code":"US","type":"education","lineage":["https://openalex.org/I102461120"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sheikh Iqbal Ahamed","raw_affiliation_strings":["Ubicomp Lab, Department of Computer Science, Marquette University, Milwaukee, WI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ubicomp Lab, Department of Computer Science, Marquette University, Milwaukee, WI, USA","institution_ids":["https://openalex.org/I102461120"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5013323032"],"corresponding_institution_ids":["https://openalex.org/I102461120"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"416","last_page":"432"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/milestone","display_name":"Milestone","score":0.8736090660095215},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.8199527263641357},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6755576729774475},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6327447891235352},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5873034000396729},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.549652636051178},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5433706641197205},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.45845550298690796},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4013541340827942}],"concepts":[{"id":"https://openalex.org/C120060458","wikidata":"https://www.wikidata.org/wiki/Q10145","display_name":"Milestone","level":2,"score":0.8736090660095215},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.8199527263641357},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6755576729774475},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6327447891235352},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5873034000396729},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.549652636051178},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5433706641197205},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.45845550298690796},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4013541340827942},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-99194-4_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-99194-4_26","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1516565737","https://openalex.org/W1572636733","https://openalex.org/W1730693163","https://openalex.org/W1841820628","https://openalex.org/W1988176704","https://openalex.org/W2046669039","https://openalex.org/W2058998445","https://openalex.org/W2068972390","https://openalex.org/W2088252378","https://openalex.org/W2094236670","https://openalex.org/W2108558302","https://openalex.org/W2125283600","https://openalex.org/W2130157722","https://openalex.org/W2172314818","https://openalex.org/W2199002398","https://openalex.org/W2226349369","https://openalex.org/W2244501064","https://openalex.org/W2257137425","https://openalex.org/W2271070350","https://openalex.org/W2274726515","https://openalex.org/W2406250479","https://openalex.org/W2508880362","https://openalex.org/W2570301947","https://openalex.org/W2793784522","https://openalex.org/W2941097695","https://openalex.org/W2945020349","https://openalex.org/W2981679558","https://openalex.org/W3088079515","https://openalex.org/W3134198377","https://openalex.org/W3161600009","https://openalex.org/W4239406130"],"related_works":["https://openalex.org/W4367335965","https://openalex.org/W4385574838","https://openalex.org/W4367335937","https://openalex.org/W4308573183","https://openalex.org/W4367335967","https://openalex.org/W4323294312","https://openalex.org/W4366967560","https://openalex.org/W4366990902","https://openalex.org/W4317732970","https://openalex.org/W4313289487"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
