Publication Information

{'id': 'https://openalex.org/W2771997889', 'doi': 'https://doi.org/10.5121/ijaia.2017.8603', 'title': 'On the Prediction Accuracies of Three Most Known Regularizers : Ridge Regression, The Lasso Estimate and Elastic Net Regularization Methods', 'display_name': 'On the Prediction Accuracies of Three Most Known Regularizers : Ridge Regression, The Lasso Estimate and Elastic Net Regularization Methods', 'publication_year': 2017, 'publication_date': '2017-11-30', 'ids': {'openalex': 'https://openalex.org/W2771997889', 'doi': 'https://doi.org/10.5121/ijaia.2017.8603', 'mag': '2771997889'}, 'language': 'en', 'primary_location': {'is_oa': True, 'landing_page_url': 'https://doi.org/10.5121/ijaia.2017.8603', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S115674417', 'display_name': 'International Journal of Artificial Intelligence & Applications', 'issn_l': '0975-900X', 'issn': ['0975-900X', '0976-2191'], 'is_oa': False, 'is_in_doaj': False, 'is_core': True, 'host_organization': None, 'host_organization_name': None, 'host_organization_lineage': [], 'host_organization_lineage_names': [], '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': 'bronze', 'oa_url': 'https://doi.org/10.5121/ijaia.2017.8603', 'any_repository_has_fulltext': True}, 'authorships': [{'author_position': 'first', 'author': {'id': 'https://openalex.org/A5007183540', 'display_name': 'Adel Aloraini', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I156216236', 'display_name': 'Qassim University', 'ror': 'https://ror.org/01wsfe280', 'country_code': 'SA', 'type': 'education', 'lineage': ['https://openalex.org/I156216236']}], 'countries': ['SA'], 'is_corresponding': True, 'raw_author_name': 'Adel Aloraini', 'raw_affiliation_strings': ['Computer Science department, Qassim University, Saudi Arabia.'], 'affiliations': [{'raw_affiliation_string': 'Computer Science department, Qassim University, Saudi Arabia.', 'institution_ids': ['https://openalex.org/I156216236']}]}], 'countries_distinct_count': 1, 'institutions_distinct_count': 1, 'corresponding_author_ids': ['https://openalex.org/A5007183540'], 'corresponding_institution_ids': ['https://openalex.org/I156216236'], 'apc_list': None, 'apc_paid': None, 'fwci': 0.841, 'has_fulltext': True, 'fulltext_origin': 'pdf', 'cited_by_count': 4, 'citation_normalized_percentile': {'value': 0.630961, 'is_in_top_1_percent': False, 'is_in_top_10_percent': False}, 'cited_by_percentile_year': {'min': 78, 'max': 80}, 'biblio': {'volume': '8', 'issue': '6', 'first_page': '29', 'last_page': '36'}, 'is_retracted': False, 'is_paratext': False, 'primary_topic': {'id': 'https://openalex.org/T10534', 'display_name': 'Structural Health Monitoring Techniques', 'score': 0.6444, 'subfield': {'id': 'https://openalex.org/subfields/2205', 'display_name': 'Civil and Structural Engineering'}, 'field': {'id': 'https://openalex.org/fields/22', 'display_name': 'Engineering'}, 'domain': {'id': 'https://openalex.org/domains/3', 'display_name': 'Physical Sciences'}}, 'topics': [{'id': 'https://openalex.org/T10534', 'display_name': 'Structural Health Monitoring Techniques', 'score': 0.6444, 'subfield': {'id': 'https://openalex.org/subfields/2205', 'display_name': 'Civil and Structural Engineering'}, 'field': {'id': 'https://openalex.org/fields/22', 'display_name': 'Engineering'}, 'domain': {'id': 'https://openalex.org/domains/3', 'display_name': 'Physical Sciences'}}], 'keywords': [{'id': 'https://openalex.org/keywords/elastic-net-regularization', 'display_name': 'Elastic net regularization', 'score': 0.98855495}, {'id': 'https://openalex.org/keywords/lasso', 'display_name': 'Lasso (programming language)', 'score': 0.8225466}, {'id': 'https://openalex.org/keywords/regularization', 'display_name': 'Regularization (linguistics)', 'score': 0.7214823}, {'id': 'https://openalex.org/keywords/model-updating', 'display_name': 'Model Updating', 'score': 0.470122}], 'concepts': [{'id': 'https://openalex.org/C203868755', 'wikidata': 'https://www.wikidata.org/wiki/Q5353562', 'display_name': 'Elastic net regularization', 'level': 3, 'score': 0.98855495}, {'id': 'https://openalex.org/C37616216', 'wikidata': 'https://www.wikidata.org/wiki/Q3218363', 'display_name': 'Lasso (programming language)', 'level': 2, 'score': 0.8225466}, {'id': 'https://openalex.org/C2776135515', 'wikidata': 'https://www.wikidata.org/wiki/Q17143721', 'display_name': 'Regularization (linguistics)', 'level': 2, 'score': 0.7214823}, {'id': 'https://openalex.org/C41008148', 'wikidata': 'https://www.wikidata.org/wiki/Q21198', 'display_name': 'Computer science', 'level': 0, 'score': 0.67181337}, {'id': 'https://openalex.org/C32277403', 'wikidata': 'https://www.wikidata.org/wiki/Q740445', 'display_name': 'Ridge', 'level': 2, 'score': 0.60628176}, {'id': 'https://openalex.org/C83546350', 'wikidata': 'https://www.wikidata.org/wiki/Q1139051', 'display_name': 'Regression', 'level': 2, 'score': 0.5347255}, {'id': 'https://openalex.org/C154945302', 'wikidata': 'https://www.wikidata.org/wiki/Q11660', 'display_name': 'Artificial intelligence', 'level': 1, 'score': 0.38761926}, {'id': 'https://openalex.org/C105795698', 'wikidata': 'https://www.wikidata.org/wiki/Q12483', 'display_name': 'Statistics', 'level': 1, 'score': 0.309338}, {'id': 'https://openalex.org/C33923547', 'wikidata': 'https://www.wikidata.org/wiki/Q395', 'display_name': 'Mathematics', 'level': 0, 'score': 0.25119305}, {'id': 'https://openalex.org/C127313418', 'wikidata': 'https://www.wikidata.org/wiki/Q1069', 'display_name': 'Geology', 'level': 0, 'score': 0.17245299}, {'id': 'https://openalex.org/C148483581', 'wikidata': 'https://www.wikidata.org/wiki/Q446488', 'display_name': 'Feature selection', 'level': 2, 'score': 0.11773041}, {'id': 'https://openalex.org/C151730666', 'wikidata': 'https://www.wikidata.org/wiki/Q7205', 'display_name': 'Paleontology', 'level': 1, 'score': 0.03898254}, {'id': 'https://openalex.org/C136764020', 'wikidata': 'https://www.wikidata.org/wiki/Q466', 'display_name': 'World Wide Web', 'level': 1, 'score': 0.0}], 'mesh': [], 'locations_count': 2, 'locations': [{'is_oa': True, 'landing_page_url': 'https://doi.org/10.5121/ijaia.2017.8603', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S115674417', 'display_name': 'International Journal of Artificial Intelligence & Applications', 'issn_l': '0975-900X', 'issn': ['0975-900X', '0976-2191'], 'is_oa': False, 'is_in_doaj': False, 'is_core': True, 'host_organization': None, 'host_organization_name': None, 'host_organization_lineage': [], 'host_organization_lineage_names': [], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, {'is_oa': True, 'landing_page_url': 'https://zenodo.org/record/1187027', 'pdf_url': 'https://zenodo.org/records/1187027/files/8617ijaia03.pdf', 'source': {'id': 'https://openalex.org/S4306400562', 'display_name': 'Zenodo (CERN European Organization for Nuclear Research)', 'issn_l': None, 'issn': None, 'is_oa': True, 'is_in_doaj': False, 'is_core': False, 'host_organization': 'https://openalex.org/I67311998', 'host_organization_name': 'European Organization for Nuclear Research', 'host_organization_lineage': ['https://openalex.org/I67311998'], 'host_organization_lineage_names': ['European Organization for Nuclear Research'], 'type': 'repository'}, 'license': 'cc-by', 'license_id': 'https://openalex.org/licenses/cc-by', 'version': 'submittedVersion', 'is_accepted': False, 'is_published': False}], 'best_oa_location': {'is_oa': True, 'landing_page_url': 'https://doi.org/10.5121/ijaia.2017.8603', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S115674417', 'display_name': 'International Journal of Artificial Intelligence & Applications', 'issn_l': '0975-900X', 'issn': ['0975-900X', '0976-2191'], 'is_oa': False, 'is_in_doaj': False, 'is_core': True, 'host_organization': None, 'host_organization_name': None, 'host_organization_lineage': [], 'host_organization_lineage_names': [], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, 'sustainable_development_goals': [{'score': 0.58, 'id': 'https://metadata.un.org/sdg/13', 'display_name': 'Climate action'}], 'grants': [], 'datasets': [], 'versions': [], 'referenced_works_count': 0, 'referenced_works': [], 'related_works': ['https://openalex.org/W757986597', 'https://openalex.org/W4285814086', 'https://openalex.org/W4213314600', 'https://openalex.org/W4212910148', 'https://openalex.org/W4210804200', 'https://openalex.org/W3155171010', 'https://openalex.org/W3123944750', 'https://openalex.org/W2787225985', 'https://openalex.org/W2468272465', 'https://openalex.org/W2429564919'], 'abstract_inverted_index': {'The': [0], 'work': [1], 'in': [2, 55], 'this': [3], 'paper': [4], 'shows': [5], 'intensive': [6], 'empirical': [7], 'experiments': [8], 'using': [9], '13': [10], 'datasets': [11, 36, 57, 63], 'to': [12], 'understand': [13], 'the': [14, 20, 35, 38, 41, 53, 56, 68, 71, 76, 82, 85], 'regularization': [15, 26, 46, 72], 'effectiveness': [16], 'of': [17, 33, 40, 44, 70, 84], 'ridge': [18], 'regression,': [19], 'lasso': [21], 'estimate,': [22], 'and': [23, 74], 'elastic': [24], 'net': [25], 'methods.the': [27], 'study': [28], 'offers': [29], 'a': [30, 49], 'deep': [31], 'understanding': [32], 'how': [34], 'affect': [37], 'goodness': [39], 'prediction': [42], 'accuracy': [43, 78], 'each': [45], 'method': [47, 73], 'for': [48], 'given': [50, 52], 'problem': [51], 'diver-sity': [54], 'used.the': [58], 'results': [59], 'have': [60], 'shown': [61], 'that': [62, 75], 'play': [64], 'crucial': [65], 'rules': [66], 'on': [67, 81], 'performance': [69], 'predication': [77], 'depends': [79], 'heavily': [80], 'nature': [83], 'sampled': [86], 'datasets.': [87]}, 'cited_by_api_url': 'https://api.openalex.org/works?filter=cites:W2771997889', 'counts_by_year': [{'year': 2022, 'cited_by_count': 1}, {'year': 2020, 'cited_by_count': 2}, {'year': 2019, 'cited_by_count': 1}], 'updated_date': '2024-09-08T00:21:53.114341', 'created_date': '2017-12-22'}