Get quick answers to your questions about the article from our AI researcher chatbot
{'id': 'https://openalex.org/W4255830763', 'doi': 'https://doi.org/10.1891/9781617052392.0017', 'title': 'Machine Learning and High-Dimensional Data Analysis', 'display_name': 'Machine Learning and High-Dimensional Data Analysis', 'publication_year': 2018, 'publication_date': '2018-11-19', 'ids': {'openalex': 'https://openalex.org/W4255830763', 'doi': 'https://doi.org/10.1891/9781617052392.0017'}, 'language': 'en', 'primary_location': {'is_oa': False, 'landing_page_url': 'https://doi.org/10.1891/9781617052392.0017', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S4306463937', 'display_name': 'Springer eBooks', 'issn_l': None, 'issn': None, 'is_oa': False, 'is_in_doaj': False, 'is_core': False, 'host_organization': 'https://openalex.org/P4310319965', 'host_organization_name': 'Springer Nature', 'host_organization_lineage': ['https://openalex.org/P4310319965'], 'host_organization_lineage_names': ['Springer Nature'], 'type': 'ebook platform'}, 'license': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}, 'type': 'book-chapter', 'type_crossref': 'book-chapter', 'indexed_in': ['crossref'], 'open_access': {'is_oa': False, 'oa_status': 'closed', 'oa_url': None, 'any_repository_has_fulltext': False}, 'authorships': [{'author_position': 'first', 'author': {'id': 'https://openalex.org/A5027831083', 'display_name': 'Sanjay Aneja', 'orcid': 'https://orcid.org/0000-0001-5681-7528'}, 'institutions': [], 'countries': [], 'is_corresponding': False, 'raw_author_name': 'Sanjay Aneja', 'raw_affiliation_strings': [], 'affiliations': []}, {'author_position': 'last', 'author': {'id': 'https://openalex.org/A5061395570', 'display_name': 'James B. Yu', 'orcid': 'https://orcid.org/0000-0002-3119-3226'}, 'institutions': [], 'countries': [], 'is_corresponding': False, 'raw_author_name': 'James B. Yu', 'raw_affiliation_strings': [], 'affiliations': []}], 'institution_assertions': [], 'countries_distinct_count': 0, 'institutions_distinct_count': 0, 'corresponding_author_ids': [], 'corresponding_institution_ids': [], 'apc_list': None, 'apc_paid': None, 'fwci': 0.0, 'has_fulltext': False, 'cited_by_count': 0, 'citation_normalized_percentile': {'value': 0.0, 'is_in_top_1_percent': False, 'is_in_top_10_percent': False}, 'cited_by_percentile_year': {'min': 0, 'max': 63}, 'biblio': {'volume': None, 'issue': None, 'first_page': None, 'last_page': None}, 'is_retracted': False, 'is_paratext': False, 'primary_topic': {'id': 'https://openalex.org/T11396', 'display_name': 'Machine Learning in Healthcare and Medicine', 'score': 0.8116, 'subfield': {'id': 'https://openalex.org/subfields/3605', 'display_name': 'Health Information Management'}, 'field': {'id': 'https://openalex.org/fields/36', 'display_name': 'Health Professions'}, 'domain': {'id': 'https://openalex.org/domains/4', 'display_name': 'Health Sciences'}}, 'topics': [{'id': 'https://openalex.org/T11396', 'display_name': 'Machine Learning in Healthcare and Medicine', 'score': 0.8116, 'subfield': {'id': 'https://openalex.org/subfields/3605', 'display_name': 'Health Information Management'}, 'field': {'id': 'https://openalex.org/fields/36', 'display_name': 'Health Professions'}, 'domain': {'id': 'https://openalex.org/domains/4', 'display_name': 'Health Sciences'}}], 'keywords': [{'id': 'https://openalex.org/keywords/online-machine-learning', 'display_name': 'Online machine learning', 'score': 0.62311304}, {'id': 'https://openalex.org/keywords/instance-based-learning', 'display_name': 'Instance-based learning', 'score': 0.5389408}, {'id': 'https://openalex.org/keywords/machine-learning', 'display_name': 'Machine Learning', 'score': 0.531335}, {'id': 'https://openalex.org/keywords/support-vector-machines', 'display_name': 'Support Vector Machines', 'score': 0.505661}], 'concepts': [{'id': 'https://openalex.org/C119857082', 'wikidata': 'https://www.wikidata.org/wiki/Q2539', 'display_name': 'Machine learning', 'level': 1, 'score': 0.8473895}, {'id': 'https://openalex.org/C154945302', 'wikidata': 'https://www.wikidata.org/wiki/Q11660', 'display_name': 'Artificial intelligence', 'level': 1, 'score': 0.78606653}, {'id': 'https://openalex.org/C41008148', 'wikidata': 'https://www.wikidata.org/wiki/Q21198', 'display_name': 'Computer science', 'level': 0, 'score': 0.7053406}, {'id': 'https://openalex.org/C8038995', 'wikidata': 'https://www.wikidata.org/wiki/Q1152135', 'display_name': 'Unsupervised learning', 'level': 2, 'score': 0.6849565}, {'id': 'https://openalex.org/C115903097', 'wikidata': 'https://www.wikidata.org/wiki/Q7094097', 'display_name': 'Online machine learning', 'level': 3, 'score': 0.62311304}, {'id': 'https://openalex.org/C24138899', 'wikidata': 'https://www.wikidata.org/wiki/Q17141258', 'display_name': 'Instance-based learning', 'level': 3, 'score': 0.5389408}, {'id': 'https://openalex.org/C50292564', 'wikidata': 'https://www.wikidata.org/wiki/Q2462783', 'display_name': 'Computational learning theory', 'level': 3, 'score': 0.5311897}, {'id': 'https://openalex.org/C32254414', 'wikidata': 'https://www.wikidata.org/wiki/Q4724364', 'display_name': 'Algorithmic learning theory', 'level': 3, 'score': 0.52321005}, {'id': 'https://openalex.org/C9652623', 'wikidata': 'https://www.wikidata.org/wiki/Q190109', 'display_name': 'Field (mathematics)', 'level': 2, 'score': 0.5183121}, {'id': 'https://openalex.org/C58973888', 'wikidata': 'https://www.wikidata.org/wiki/Q1041418', 'display_name': 'Semi-supervised learning', 'level': 2, 'score': 0.51580524}, {'id': 'https://openalex.org/C77967617', 'wikidata': 'https://www.wikidata.org/wiki/Q4677561', 'display_name': 'Active learning (machine learning)', 'level': 2, 'score': 0.4891029}, {'id': 'https://openalex.org/C98045186', 'wikidata': 'https://www.wikidata.org/wiki/Q205663', 'display_name': 'Process (computing)', 'level': 2, 'score': 0.42571366}, {'id': 'https://openalex.org/C33923547', 'wikidata': 'https://www.wikidata.org/wiki/Q395', 'display_name': 'Mathematics', 'level': 0, 'score': 0.067397684}, {'id': 'https://openalex.org/C202444582', 'wikidata': 'https://www.wikidata.org/wiki/Q837863', 'display_name': 'Pure mathematics', 'level': 1, 'score': 0.0}, {'id': 'https://openalex.org/C111919701', 'wikidata': 'https://www.wikidata.org/wiki/Q9135', 'display_name': 'Operating system', 'level': 1, 'score': 0.0}], 'mesh': [], 'locations_count': 1, 'locations': [{'is_oa': False, 'landing_page_url': 'https://doi.org/10.1891/9781617052392.0017', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S4306463937', 'display_name': 'Springer eBooks', 'issn_l': None, 'issn': None, 'is_oa': False, 'is_in_doaj': False, 'is_core': False, 'host_organization': 'https://openalex.org/P4310319965', 'host_organization_name': 'Springer Nature', 'host_organization_lineage': ['https://openalex.org/P4310319965'], 'host_organization_lineage_names': ['Springer Nature'], 'type': 'ebook platform'}, 'license': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}], 'best_oa_location': None, 'sustainable_development_goals': [], 'grants': [], 'datasets': [], 'versions': [], 'referenced_works_count': 0, 'referenced_works': [], 'related_works': ['https://openalex.org/W4286799911', 'https://openalex.org/W4252736776', 'https://openalex.org/W36398315', 'https://openalex.org/W3176029617', 'https://openalex.org/W3033485676', 'https://openalex.org/W2429093498', 'https://openalex.org/W2183087249', 'https://openalex.org/W2098239572', 'https://openalex.org/W1986633584', 'https://openalex.org/W184546935'], 'abstract_inverted_index': None, 'cited_by_api_url': 'https://api.openalex.org/works?filter=cites:W4255830763', 'counts_by_year': [], 'updated_date': '2024-09-15T15:22:00.525315', 'created_date': '2022-05-12'}