Publication Information

{'id': 'https://openalex.org/W3150638776', 'doi': 'https://doi.org/10.2478/aoas-2020-0087', 'title': 'Assessment of parametric and non-parametric methods for prediction of quantitative traits with non-additive genetic architecture', 'display_name': 'Assessment of parametric and non-parametric methods for prediction of quantitative traits with non-additive genetic architecture', 'publication_year': 2020, 'publication_date': '2020-10-14', 'ids': {'openalex': 'https://openalex.org/W3150638776', 'doi': 'https://doi.org/10.2478/aoas-2020-0087', 'mag': '3150638776'}, 'language': 'en', 'primary_location': {'is_oa': True, 'landing_page_url': 'https://doi.org/10.2478/aoas-2020-0087', 'pdf_url': 'https://www.sciendo.com/pdf/10.2478/aoas-2020-0087', 'source': {'id': 'https://openalex.org/S15789839', 'display_name': 'Annals of Animal Science', 'issn_l': '1642-3402', 'issn': ['1642-3402', '2300-8733'], 'is_oa': True, 'is_in_doaj': False, 'is_core': True, 'host_organization': 'https://openalex.org/P4310313990', 'host_organization_name': 'De Gruyter', 'host_organization_lineage': ['https://openalex.org/P4310313990'], 'host_organization_lineage_names': ['De Gruyter'], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, 'type': 'article', 'type_crossref': 'journal-article', 'indexed_in': ['crossref'], 'open_access': {'is_oa': True, 'oa_status': 'gold', 'oa_url': 'https://www.sciendo.com/pdf/10.2478/aoas-2020-0087', 'any_repository_has_fulltext': False}, 'authorships': [{'author_position': 'first', 'author': {'id': 'https://openalex.org/A5019534189', 'display_name': 'Abdolreza Salehi', 'orcid': 'https://orcid.org/0000-0003-3938-717X'}, 'institutions': [{'id': 'https://openalex.org/I23946033', 'display_name': 'University of Tehran', 'ror': 'https://ror.org/05vf56z40', 'country_code': 'IR', 'type': 'education', 'lineage': ['https://openalex.org/I23946033']}], 'countries': ['IR'], 'is_corresponding': True, 'raw_author_name': 'Abdolreza Salehi', 'raw_affiliation_strings': ['Department of animal and poultry science , College of Aburaihan , University of Tehran , Pakdast, Tehran, Iran'], 'affiliations': [{'raw_affiliation_string': 'Department of animal and poultry science , College of Aburaihan , University of Tehran , Pakdast, Tehran, Iran', 'institution_ids': ['https://openalex.org/I23946033']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5015811895', 'display_name': 'Maryam Bazrafshan', 'orcid': 'https://orcid.org/0000-0002-7423-0760'}, 'institutions': [{'id': 'https://openalex.org/I23946033', 'display_name': 'University of Tehran', 'ror': 'https://ror.org/05vf56z40', 'country_code': 'IR', 'type': 'education', 'lineage': ['https://openalex.org/I23946033']}], 'countries': ['IR'], 'is_corresponding': False, 'raw_author_name': 'Maryam Bazrafshan', 'raw_affiliation_strings': ['Department of animal and poultry science , College of Aburaihan , University of Tehran , Pakdast, Tehran, Iran'], 'affiliations': [{'raw_affiliation_string': 'Department of animal and poultry science , College of Aburaihan , University of Tehran , Pakdast, Tehran, Iran', 'institution_ids': ['https://openalex.org/I23946033']}]}, {'author_position': 'last', 'author': {'id': 'https://openalex.org/A5072581622', 'display_name': 'Rostam Abdollahi-Arpanahi', 'orcid': 'https://orcid.org/0000-0003-4068-9589'}, 'institutions': [{'id': 'https://openalex.org/I23946033', 'display_name': 'University of Tehran', 'ror': 'https://ror.org/05vf56z40', 'country_code': 'IR', 'type': 'education', 'lineage': ['https://openalex.org/I23946033']}], 'countries': ['IR'], 'is_corresponding': False, 'raw_author_name': 'Rostam Abdollahi-Arpanahi', 'raw_affiliation_strings': ['Department of animal and poultry science , College of Aburaihan , University of Tehran , Pakdast, Tehran, Iran'], 'affiliations': [{'raw_affiliation_string': 'Department of animal and poultry science , College of Aburaihan , University of Tehran , Pakdast, Tehran, Iran', 'institution_ids': ['https://openalex.org/I23946033']}]}], 'institution_assertions': [], 'countries_distinct_count': 1, 'institutions_distinct_count': 1, 'corresponding_author_ids': ['https://openalex.org/A5019534189'], 'corresponding_institution_ids': ['https://openalex.org/I23946033'], 'apc_list': None, 'apc_paid': None, 'fwci': 0.285, 'has_fulltext': True, 'fulltext_origin': 'pdf', 'cited_by_count': 4, 'citation_normalized_percentile': {'value': 0.584277, 'is_in_top_1_percent': False, 'is_in_top_10_percent': False}, 'cited_by_percentile_year': {'min': 77, 'max': 79}, 'biblio': {'volume': '21', 'issue': '2', 'first_page': '469', 'last_page': '484'}, 'is_retracted': False, 'is_paratext': False, 'primary_topic': {'id': 'https://openalex.org/T10594', 'display_name': 'Genetic and phenotypic traits in livestock', 'score': 1.0, 'subfield': {'id': 'https://openalex.org/subfields/1311', 'display_name': 'Genetics'}, '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/T10594', 'display_name': 'Genetic and phenotypic traits in livestock', 'score': 1.0, 'subfield': {'id': 'https://openalex.org/subfields/1311', 'display_name': 'Genetics'}, '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/T11468', 'display_name': 'Genetic Mapping and Diversity in Plants and Animals', 'score': 0.9995, 'subfield': {'id': 'https://openalex.org/subfields/1311', 'display_name': 'Genetics'}, '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/T11229', 'display_name': 'Genetics and Plant Breeding', 'score': 0.9978, '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/epistasis', 'display_name': 'Epistasis', 'score': 0.93902755}, {'id': 'https://openalex.org/keywords/genetic-architecture', 'display_name': 'Genetic architecture', 'score': 0.9256804}, {'id': 'https://openalex.org/keywords/dominance', 'display_name': 'Dominance (genetics)', 'score': 0.4183722}], 'concepts': [{'id': 'https://openalex.org/C61727976', 'wikidata': 'https://www.wikidata.org/wiki/Q751748', 'display_name': 'Epistasis', 'level': 3, 'score': 0.93902755}, {'id': 'https://openalex.org/C9287583', 'wikidata': 'https://www.wikidata.org/wiki/Q5532883', 'display_name': 'Genetic architecture', 'level': 4, 'score': 0.9256804}, {'id': 'https://openalex.org/C117251300', 'wikidata': 'https://www.wikidata.org/wiki/Q1849855', 'display_name': 'Parametric statistics', 'level': 2, 'score': 0.6011797}, {'id': 'https://openalex.org/C86803240', 'wikidata': 'https://www.wikidata.org/wiki/Q420', 'display_name': 'Biology', 'level': 0, 'score': 0.5365384}, {'id': 'https://openalex.org/C81941488', 'wikidata': 'https://www.wikidata.org/wiki/Q853421', 'display_name': 'Quantitative trait locus', 'level': 3, 'score': 0.52408093}, {'id': 'https://openalex.org/C151913843', 'wikidata': 'https://www.wikidata.org/wiki/Q3454555', 'display_name': 'Dominance (genetics)', 'level': 3, 'score': 0.4183722}, {'id': 'https://openalex.org/C105795698', 'wikidata': 'https://www.wikidata.org/wiki/Q12483', 'display_name': 'Statistics', 'level': 1, 'score': 0.39658955}, {'id': 'https://openalex.org/C41008148', 'wikidata': 'https://www.wikidata.org/wiki/Q21198', 'display_name': 'Computer science', 'level': 0, 'score': 0.33731246}, {'id': 'https://openalex.org/C54355233', 'wikidata': 'https://www.wikidata.org/wiki/Q7162', 'display_name': 'Genetics', 'level': 1, 'score': 0.32798228}, {'id': 'https://openalex.org/C33923547', 'wikidata': 'https://www.wikidata.org/wiki/Q395', 'display_name': 'Mathematics', 'level': 0, 'score': 0.30071232}, {'id': 'https://openalex.org/C104317684', 'wikidata': 'https://www.wikidata.org/wiki/Q7187', 'display_name': 'Gene', 'level': 2, 'score': 0.10936046}], 'mesh': [], 'locations_count': 1, 'locations': [{'is_oa': True, 'landing_page_url': 'https://doi.org/10.2478/aoas-2020-0087', 'pdf_url': 'https://www.sciendo.com/pdf/10.2478/aoas-2020-0087', 'source': {'id': 'https://openalex.org/S15789839', 'display_name': 'Annals of Animal Science', 'issn_l': '1642-3402', 'issn': ['1642-3402', '2300-8733'], 'is_oa': True, 'is_in_doaj': False, 'is_core': True, 'host_organization': 'https://openalex.org/P4310313990', 'host_organization_name': 'De Gruyter', 'host_organization_lineage': ['https://openalex.org/P4310313990'], 'host_organization_lineage_names': ['De Gruyter'], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}], 'best_oa_location': {'is_oa': True, 'landing_page_url': 'https://doi.org/10.2478/aoas-2020-0087', 'pdf_url': 'https://www.sciendo.com/pdf/10.2478/aoas-2020-0087', 'source': {'id': 'https://openalex.org/S15789839', 'display_name': 'Annals of Animal Science', 'issn_l': '1642-3402', 'issn': ['1642-3402', '2300-8733'], 'is_oa': True, 'is_in_doaj': False, 'is_core': True, 'host_organization': 'https://openalex.org/P4310313990', 'host_organization_name': 'De Gruyter', 'host_organization_lineage': ['https://openalex.org/P4310313990'], 'host_organization_lineage_names': ['De Gruyter'], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, 'sustainable_development_goals': [{'id': 'https://metadata.un.org/sdg/15', 'score': 0.62, 'display_name': 'Life on land'}], 'grants': [], 'datasets': [], 'versions': [], 'referenced_works_count': 47, 'referenced_works': ['https://openalex.org/W1483319576', 'https://openalex.org/W1542772707', 'https://openalex.org/W1577941315', 'https://openalex.org/W1928998639', 'https://openalex.org/W1969227236', 'https://openalex.org/W1970149620', 'https://openalex.org/W1980175560', 'https://openalex.org/W1991415175', 'https://openalex.org/W1994238430', 'https://openalex.org/W2000966824', 'https://openalex.org/W2003500802', 'https://openalex.org/W2003747371', 'https://openalex.org/W2023673366', 'https://openalex.org/W2034082676', 'https://openalex.org/W2034423363', 'https://openalex.org/W2047396188', 'https://openalex.org/W2059639228', 'https://openalex.org/W2073549122', 'https://openalex.org/W2090713084', 'https://openalex.org/W2097840595', 'https://openalex.org/W2101413934', 'https://openalex.org/W2102087753', 'https://openalex.org/W2107438842', 'https://openalex.org/W2110787179', 'https://openalex.org/W2111702930', 'https://openalex.org/W2128343509', 'https://openalex.org/W2130900986', 'https://openalex.org/W2141088880', 'https://openalex.org/W2145647386', 'https://openalex.org/W2148306906', 'https://openalex.org/W2154670965', 'https://openalex.org/W2154978106', 'https://openalex.org/W2161442239', 'https://openalex.org/W2163468216', 'https://openalex.org/W2200363340', 'https://openalex.org/W2344305798', 'https://openalex.org/W2413617977', 'https://openalex.org/W2472804972', 'https://openalex.org/W273955616', 'https://openalex.org/W2768341273', 'https://openalex.org/W2787894218', 'https://openalex.org/W2885150375', 'https://openalex.org/W2911964244', 'https://openalex.org/W2950761430', 'https://openalex.org/W2985939603', 'https://openalex.org/W3012909962', 'https://openalex.org/W4233466013'], 'related_works': ['https://openalex.org/W4234256339', 'https://openalex.org/W3150638776', 'https://openalex.org/W2402496592', 'https://openalex.org/W2162555644', 'https://openalex.org/W2113244577', 'https://openalex.org/W2016626084', 'https://openalex.org/W2013333645', 'https://openalex.org/W1988072872', 'https://openalex.org/W1981674799', 'https://openalex.org/W192057273'], 'abstract_inverted_index': {'Abstract': [0], 'Whole': [1], 'genome': [2, 110], 'evaluation': [3, 193], 'of': [4, 27, 31, 40, 56, 63, 90, 112, 131, 191], 'quantitative': [5], 'traits': [6, 83], 'using': [7], 'suitable': [8], 'statistical': [9, 46, 225], 'methods': [10, 28, 65, 72, 202], 'enables': [11], 'researchers': [12], 'to': [13, 51], 'predict': [14], 'genomic': [15, 192], 'breeding': [16], 'values': [17, 165], '(GEBVs)': [18], 'more': [19], 'accurately.': [20], 'Recent': [21], 'studies': [22], 'suggested': [23], 'that': [24, 181], 'the': [25, 37, 53, 57, 61, 128, 167, 223], 'ability': [26], 'in': [29, 127], 'terms': [30], 'predictive': [32, 220], 'performance': [33, 62, 221], 'may': [34], 'depend': [35], 'on': [36, 188], 'genetic': [38, 54, 86, 91, 136, 162, 182, 196, 215], 'architecture': [39, 55, 183, 197], 'traits.': [41, 59], 'Therefore,': [42], 'when': [43], 'choosing': [44], 'a': [45, 185], 'method,': [47], 'it': [48], 'is': [49], 'essential': [50], 'consider': [52], 'target': [58], 'Herein,': [60], 'parametric': [64, 201], 'i.e.': [66, 73], 'GBLUP': [67, 75, 142, 205], 'and': [68, 70, 76, 100, 120, 143, 149, 152, 157, 175, 203, 213], 'BayesB': [69], 'non-parametric': [71], 'Bagging': [74, 204], 'Random': [77], 'Forest': [78], '(RF)': [79], 'were': [80, 103, 145, 153, 171, 206], 'compared': [81], 'for': [82, 138, 166], 'with': [84], 'different': [85], 'architecture.': [87], 'Three': [88], 'scenarios': [89], 'architecture,': [92], 'including': [93], 'purely': [94, 97, 160, 199], 'Additive': [95, 135], '(Add),': [96], 'Epistasis': [98], '(Epis)': [99], 'Additive-Dominance-Epistasis': [101], '(ADE)': [102], 'considered.': [104], 'To': [105], 'this': [106], 'end,': [107], 'an': [108], 'animal': [109], 'composed': [111], 'five': [113], 'chromosomes,': [114], 'each': [115], 'chromosome': [116], 'harboring': [117], '1000': [118], 'SNPs': [119], 'four': [121], 'QTL': [122], 'was': [123, 198], 'simulated.': [124], 'Predictive': [125], 'accuracies': [126], 'first': [129], 'generation': [130], 'testing': [132], 'set': [133], 'under': [134, 159, 211], 'architectures': [137], 'GBLUP,': [139], 'BayesB,': [140], 'Baging': [141], 'RF': [144, 217], '0.639,': [146], '0.731,': [147], '0.633': [148], '0.548,': [150], 'respectively,': [151], '0.278,': [154], '0.330,': [155], '0.275': [156], '0.444': [158], 'Epistatic': [161, 212], 'architectures.': [163], 'Corresponding': [164], 'Additive-Dominance-Epistatic': [168, 214], 'structure': [169], 'also': [170], '0.375,': [172], '0.448,': [173], '0.369': [174], '0.458,': [176], 'respectively.': [177], 'The': [178], 'results': [179], 'showed': [180], 'has': [184], 'great': [186], 'impact': [187], 'prediction': [189], 'accuracy': [190], 'methods.': [194, 226], 'When': [195], 'Additive,': [200], 'better': [207, 219], 'than': [208, 222], 'RF,': [209], 'whereas': [210], 'architectures,': [216], 'delivered': [218], 'other': [224]}, 'cited_by_api_url': 'https://api.openalex.org/works?filter=cites:W3150638776', 'counts_by_year': [{'year': 2024, 'cited_by_count': 2}, {'year': 2023, 'cited_by_count': 2}], 'updated_date': '2025-01-06T05:41:06.646032', 'created_date': '2021-04-13'}