{"id":"https://openalex.org/W2698996635","doi":"https://doi.org/10.1109/ccece.2017.7946620","title":"Regression based algorithms for predicting age of an Arabidopsis plant","display_name":"Regression based algorithms for predicting age of an Arabidopsis plant","publication_year":2017,"publication_date":"2017-04-01","ids":{"openalex":"https://openalex.org/W2698996635","doi":"https://doi.org/10.1109/ccece.2017.7946620","mag":"2698996635"},"language":"en","primary_location":{"id":"doi:10.1109/ccece.2017.7946620","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccece.2017.7946620","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 30th Canadian Conference on Electrical and Computer Engineering (CCECE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://nrc-publications.canada.ca/eng/view/accepted/?id=d44b69a3-cfe5-4f67-8fe2-abedd9181ff5","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042682943","display_name":"Karim Panjvani","orcid":null},"institutions":[{"id":"https://openalex.org/I32625721","display_name":"University of Saskatchewan","ror":"https://ror.org/010x8gc63","country_code":"CA","type":"education","lineage":["https://openalex.org/I32625721"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Karim Panjvani","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Saskatchewan, Saskatoon, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Saskatchewan, Saskatoon, Canada","institution_ids":["https://openalex.org/I32625721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102747681","display_name":"Anh Dinh","orcid":"https://orcid.org/0000-0002-2625-547X"},"institutions":[{"id":"https://openalex.org/I32625721","display_name":"University of Saskatchewan","ror":"https://ror.org/010x8gc63","country_code":"CA","type":"education","lineage":["https://openalex.org/I32625721"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Anh Dinh","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Saskatchewan, Saskatoon, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Saskatchewan, Saskatoon, Canada","institution_ids":["https://openalex.org/I32625721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089274119","display_name":"Khan A. Wahid","orcid":"https://orcid.org/0000-0003-0125-9789"},"institutions":[{"id":"https://openalex.org/I32625721","display_name":"University of Saskatchewan","ror":"https://ror.org/010x8gc63","country_code":"CA","type":"education","lineage":["https://openalex.org/I32625721"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Khan Wahid","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Saskatchewan, Saskatoon, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Saskatchewan, Saskatoon, Canada","institution_ids":["https://openalex.org/I32625721"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030532378","display_name":"Pankaj Bhowmik","orcid":"https://orcid.org/0000-0002-9420-2791"},"institutions":[{"id":"https://openalex.org/I207852960","display_name":"Saskatchewan Research Council (Canada)","ror":"https://ror.org/00zfjyx93","country_code":"CA","type":"government","lineage":["https://openalex.org/I207852960"]},{"id":"https://openalex.org/I4210159778","display_name":"National Research Council Canada","ror":"https://ror.org/04mte1k06","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210159778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Pankaj Bhowmik","raw_affiliation_strings":["National Research Council Canada, Saskatoon, Saskatchewan, Canada"],"affiliations":[{"raw_affiliation_string":"National Research Council Canada, Saskatoon, Saskatchewan, Canada","institution_ids":["https://openalex.org/I207852960","https://openalex.org/I4210159778"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5042682943"],"corresponding_institution_ids":["https://openalex.org/I32625721"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03166287,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14365","display_name":"Leaf Properties and Growth Measurement","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T14365","display_name":"Leaf Properties and Growth Measurement","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T10616","display_name":"Smart Agriculture and AI","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6571637988090515},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6288024187088013},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.6134023070335388},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.5649985074996948},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5476157665252686},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5136772990226746},{"id":"https://openalex.org/keywords/arabidopsis","display_name":"Arabidopsis","score":0.5057797431945801},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.473296582698822},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.43065518140792847},{"id":"https://openalex.org/keywords/plant-growth","display_name":"Plant growth","score":0.41647398471832275},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38733088970184326},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.23161983489990234},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18686315417289734},{"id":"https://openalex.org/keywords/mutant","display_name":"Mutant","score":0.10195961594581604},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08047211170196533}],"concepts":[{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6571637988090515},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6288024187088013},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.6134023070335388},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.5649985074996948},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5476157665252686},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5136772990226746},{"id":"https://openalex.org/C2779491563","wikidata":"https://www.wikidata.org/wiki/Q157892","display_name":"Arabidopsis","level":4,"score":0.5057797431945801},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.473296582698822},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.43065518140792847},{"id":"https://openalex.org/C2982966219","wikidata":"https://www.wikidata.org/wiki/Q3045481","display_name":"Plant growth","level":2,"score":0.41647398471832275},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38733088970184326},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.23161983489990234},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18686315417289734},{"id":"https://openalex.org/C143065580","wikidata":"https://www.wikidata.org/wiki/Q3285695","display_name":"Mutant","level":3,"score":0.10195961594581604},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08047211170196533},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ccece.2017.7946620","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccece.2017.7946620","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 30th Canadian Conference on Electrical and Computer Engineering (CCECE)","raw_type":"proceedings-article"},{"id":"pmh:oai:cisti-icist.nrc-cnrc.ca:cistinparc:23002102","is_oa":true,"landing_page_url":"https://nrc-publications.canada.ca/eng/view/object/?id=d44b69a3-cfe5-4f67-8fe2-abedd9181ff5","pdf_url":"https://nrc-publications.canada.ca/eng/view/accepted/?id=d44b69a3-cfe5-4f67-8fe2-abedd9181ff5","source":{"id":"https://openalex.org/S7407055245","display_name":"NPARC","issn_l":null,"issn":null,"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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:cisti-icist.nrc-cnrc.ca:cistinparc:23002102","is_oa":true,"landing_page_url":"https://nrc-publications.canada.ca/eng/view/object/?id=d44b69a3-cfe5-4f67-8fe2-abedd9181ff5","pdf_url":"https://nrc-publications.canada.ca/eng/view/accepted/?id=d44b69a3-cfe5-4f67-8fe2-abedd9181ff5","source":{"id":"https://openalex.org/S7407055245","display_name":"NPARC","issn_l":null,"issn":null,"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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2698996635.pdf"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W1985870845","https://openalex.org/W2047028564","https://openalex.org/W2069797029","https://openalex.org/W2101234009","https://openalex.org/W2119862467","https://openalex.org/W2139212933","https://openalex.org/W2229420909","https://openalex.org/W2264784471","https://openalex.org/W2295124130","https://openalex.org/W2346309573","https://openalex.org/W4252439836","https://openalex.org/W4255455317","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W2610868774","https://openalex.org/W4399767649","https://openalex.org/W2092994918","https://openalex.org/W3216594821","https://openalex.org/W2390006526","https://openalex.org/W31220157","https://openalex.org/W1915333409","https://openalex.org/W2393341384","https://openalex.org/W2312753042","https://openalex.org/W4289356671"],"abstract_inverted_index":{"This":[0,115],"paper":[1],"presents":[2],"the":[3,35,48,62],"analysis":[4,43,128],"of":[5,29,34,44,56,117,129],"various":[6,80],"regression":[7,96,106],"based":[8,60],"machine":[9],"learning":[10],"algorithms":[11,52,107],"for":[12,21,38,42,85,126],"image-based":[13],"plant":[14,22,31,39,59,122],"phenotyping":[15,40],"application":[16],"and":[17,41,65,78,94,124],"proposes":[18],"a":[19,30],"technique":[20,93],"phenotyping.":[23],"Capability":[24],"to":[25],"predict":[26,54],"age/development":[27],"stage":[28],"is":[32],"one":[33],"important":[36],"factors":[37],"in-situ":[45],"crops.":[46,130],"With":[47],"developed":[49],"technique,":[50],"these":[51],"can":[53,99,120],"age":[55,118],"an":[57],"Arabidopsis":[58],"on":[61],"given":[63],"images":[64,73],"mutant":[66,81],"types.":[67],"Publicly":[68],"available":[69],"dataset":[70],"containing":[71],"165":[72],"at":[74],"different":[75,95],"development":[76],"stages":[77],"with":[79,91],"types":[82],"was":[83],"used":[84],"this":[86,92],"experiment.":[87],"Results":[88],"show":[89,108],"that":[90],"algorithms,":[97],"it":[98],"achieve":[100],"92%":[101],"prediction":[102,110,119],"accuracy.":[103],"Comparatively,":[104],"linear":[105],"greater":[109],"accuracy":[111],"than":[112],"nonlinear":[113],"algorithms.":[114],"method":[116],"help":[121],"scientists":[123],"breeders":[125],"better":[127]},"counts_by_year":[],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}