{"id":"https://openalex.org/W4403182445","doi":"https://doi.org/10.1109/les.2024.3475397","title":"Simplified Oblique Decision Tree Accelerator","display_name":"Simplified Oblique Decision Tree Accelerator","publication_year":2024,"publication_date":"2024-10-07","ids":{"openalex":"https://openalex.org/W4403182445","doi":"https://doi.org/10.1109/les.2024.3475397"},"language":"en","primary_location":{"id":"doi:10.1109/les.2024.3475397","is_oa":false,"landing_page_url":"https://doi.org/10.1109/les.2024.3475397","pdf_url":null,"source":{"id":"https://openalex.org/S22443479","display_name":"IEEE Embedded Systems Letters","issn_l":"1943-0663","issn":["1943-0663","1943-0671"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Embedded Systems Letters","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/A5038126820","display_name":"Rituparna Choudhury","orcid":"https://orcid.org/0000-0002-1273-009X"},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rituparna Choudhury","raw_affiliation_strings":["Department of Electronics and Communication Engineering, SRM University-AP, Amravati, India","Department of Electronics and Communication Engineering, SRM University-AP, Amravati, Andhra Pradesh, India"],"raw_orcid":"https://orcid.org/0000-0002-1273-009X","affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, SRM University-AP, Amravati, India","institution_ids":["https://openalex.org/I4210131147"]},{"raw_affiliation_string":"Department of Electronics and Communication Engineering, SRM University-AP, Amravati, Andhra Pradesh, India","institution_ids":["https://openalex.org/I4210131147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087714151","display_name":"Shaik Rafi Ahamed","orcid":"https://orcid.org/0000-0003-1617-2299"},"institutions":[{"id":"https://openalex.org/I1317621060","display_name":"Indian Institute of Technology Guwahati","ror":"https://ror.org/0022nd079","country_code":"IN","type":"education","lineage":["https://openalex.org/I1317621060"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shaik Rafi Ahamed","raw_affiliation_strings":["Department of Electronics and Electrical Engineering, Indian Institute of Technology, Guwahati, India","Department of Electronics and Electrical Engineering, Indian Institute of Technology, Guwahati, Assam, India"],"raw_orcid":"https://orcid.org/0000-0003-1617-2299","affiliations":[{"raw_affiliation_string":"Department of Electronics and Electrical Engineering, Indian Institute of Technology, Guwahati, India","institution_ids":["https://openalex.org/I1317621060"]},{"raw_affiliation_string":"Department of Electronics and Electrical Engineering, Indian Institute of Technology, Guwahati, Assam, India","institution_ids":["https://openalex.org/I1317621060"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041308578","display_name":"Prithwijit Guha","orcid":"https://orcid.org/0000-0003-2885-0026"},"institutions":[{"id":"https://openalex.org/I1317621060","display_name":"Indian Institute of Technology Guwahati","ror":"https://ror.org/0022nd079","country_code":"IN","type":"education","lineage":["https://openalex.org/I1317621060"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prithwijit Guha","raw_affiliation_strings":["Department of Electronics and Electrical Engineering, Indian Institute of Technology, Guwahati, India","Department of Electronics and Electrical Engineering, Indian Institute of Technology, Guwahati, Assam, India"],"raw_orcid":"https://orcid.org/0000-0003-2885-0026","affiliations":[{"raw_affiliation_string":"Department of Electronics and Electrical Engineering, Indian Institute of Technology, Guwahati, India","institution_ids":["https://openalex.org/I1317621060"]},{"raw_affiliation_string":"Department of Electronics and Electrical Engineering, Indian Institute of Technology, Guwahati, Assam, India","institution_ids":["https://openalex.org/I1317621060"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25008662,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"17","issue":"2","first_page":"79","last_page":"82"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.659500002861023,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.659500002861023,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8177918791770935},{"id":"https://openalex.org/keywords/oblique-case","display_name":"Oblique case","score":0.7351186871528625},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5608274936676025},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4755632281303406},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3039203882217407},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09514963626861572}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8177918791770935},{"id":"https://openalex.org/C160697094","wikidata":"https://www.wikidata.org/wiki/Q1233197","display_name":"Oblique case","level":2,"score":0.7351186871528625},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5608274936676025},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4755632281303406},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3039203882217407},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09514963626861572},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/les.2024.3475397","is_oa":false,"landing_page_url":"https://doi.org/10.1109/les.2024.3475397","pdf_url":null,"source":{"id":"https://openalex.org/S22443479","display_name":"IEEE Embedded Systems Letters","issn_l":"1943-0663","issn":["1943-0663","1943-0671"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Embedded Systems Letters","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":14,"referenced_works":["https://openalex.org/W2081889466","https://openalex.org/W2103525487","https://openalex.org/W2125631763","https://openalex.org/W2625574821","https://openalex.org/W2733186554","https://openalex.org/W2794358905","https://openalex.org/W2806033632","https://openalex.org/W2971373870","https://openalex.org/W3037459016","https://openalex.org/W3089480571","https://openalex.org/W3163051548","https://openalex.org/W3203709228","https://openalex.org/W4210753840","https://openalex.org/W4236137412"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2385104873","https://openalex.org/W2035047702","https://openalex.org/W1600457464","https://openalex.org/W3001809259","https://openalex.org/W2150654092","https://openalex.org/W2373158124","https://openalex.org/W2319896040","https://openalex.org/W4366763345"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"hardware":[3],"platforms":[4],"like":[5],"field":[6],"programmable":[7],"gate":[8],"arrays":[9],"(FPGAs)":[10],"and":[11,46,51,89],"application":[12,63],"specific":[13],"integrated":[14],"circuits":[15],"(ASICs)":[16],"are":[17],"highly":[18],"preferred":[19],"for":[20,48,76],"implementing":[21],"machine":[22],"learning":[23],"algorithms":[24],"in":[25],"low-power":[26],"or":[27],"high-speed":[28,115],"applications.":[29],"This":[30,79],"letter":[31],"proposes":[32],"a":[33,83],"simplified":[34],"oblique":[35],"node":[36],"decision":[37],"tree":[38],"algorithm.":[39],"The":[40],"classification":[41,68],"is":[42,58,101],"implemented":[43],"on":[44],"FPGA":[45],"ASIC":[47],"activity":[49],"recognition":[50],"Parkinson\u2019s":[52],"tremor":[53],"detection.":[54],"A":[55],"mode":[56],"number":[57],"used":[59,75],"to":[60,96,104,112],"choose":[61],"the":[62,91,97],"mode.":[64],"To":[65],"provide":[66],"better":[67],"performance,":[69],"efficient":[70],"multiplier-less":[71],"architectures":[72],"have":[73,105],"been":[74],"power":[77],"efficiency.":[78],"design":[80],"operates":[81],"at":[82],"maximum":[84],"frequency":[85],"of":[86],"167":[87],"MHz":[88],"has":[90],"lowest":[92],"latency":[93],"as":[94,110],"compared":[95,111],"existing":[98,114],"hardware.":[99],"It":[100],"also":[102],"found":[103],"very":[106],"low":[107],"resource":[108],"consumption":[109],"other":[113],"architectures.":[116]},"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
