Publication Information

{'id': 'https://openalex.org/W2270360991', 'doi': None, 'title': 'A Hybrid Approach Using A Back-Propagation Neural Network and Self-Organizing Map for Bankruptcy Type Classification', 'display_name': 'A Hybrid Approach Using A Back-Propagation Neural Network and Self-Organizing Map for Bankruptcy Type Classification', 'publication_year': 2011, 'publication_date': '2011-12-01', 'ids': {'openalex': 'https://openalex.org/W2270360991', 'mag': '2270360991'}, 'language': 'en', 'primary_location': {'is_oa': False, 'landing_page_url': 'http://www.dbpia.co.kr/Journal/ArticleDetail/NODE02408059', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S4306496897', 'display_name': '한국지능정보시스템학회 학술대회논문집', 'issn_l': None, 'issn': None, 'is_oa': False, 'is_in_doaj': False, 'is_core': False, 'host_organization': None, 'host_organization_name': None, 'host_organization_lineage': [], 'host_organization_lineage_names': [], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}, 'type': 'article', 'type_crossref': 'journal-article', 'indexed_in': [], '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/A5053026687', 'display_name': 'Kyung-Shik Shin', 'orcid': None}, 'institutions': [], 'countries': [], 'is_corresponding': False, 'raw_author_name': 'Kyung-shik Shin', 'raw_affiliation_strings': [], 'affiliations': []}, {'author_position': 'last', 'author': {'id': 'https://openalex.org/A5073300157', 'display_name': 'Nam-ok Jo', 'orcid': None}, 'institutions': [], 'countries': [], 'is_corresponding': False, 'raw_author_name': 'Nam-ok Jo', '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': 2.64, 'has_fulltext': False, 'cited_by_count': 5, 'citation_normalized_percentile': {'value': 0.639603, 'is_in_top_1_percent': False, 'is_in_top_10_percent': False}, 'cited_by_percentile_year': {'min': 80, 'max': 81}, 'biblio': {'volume': None, 'issue': None, 'first_page': '219', 'last_page': '228'}, 'is_retracted': False, 'is_paratext': False, 'primary_topic': {'id': 'https://openalex.org/T11653', 'display_name': 'Financial Distress and Bankruptcy Prediction', 'score': 0.9611, 'subfield': {'id': 'https://openalex.org/subfields/1402', 'display_name': 'Accounting'}, 'field': {'id': 'https://openalex.org/fields/14', 'display_name': 'Business, Management and Accounting'}, 'domain': {'id': 'https://openalex.org/domains/2', 'display_name': 'Social Sciences'}}, 'topics': [{'id': 'https://openalex.org/T11653', 'display_name': 'Financial Distress and Bankruptcy Prediction', 'score': 0.9611, 'subfield': {'id': 'https://openalex.org/subfields/1402', 'display_name': 'Accounting'}, 'field': {'id': 'https://openalex.org/fields/14', 'display_name': 'Business, Management and Accounting'}, 'domain': {'id': 'https://openalex.org/domains/2', 'display_name': 'Social Sciences'}}], 'keywords': [{'id': 'https://openalex.org/keywords/bankruptcy-prediction', 'display_name': 'Bankruptcy Prediction', 'score': 0.79045594}, {'id': 'https://openalex.org/keywords/backpropagation', 'display_name': 'Backpropagation', 'score': 0.74280214}, {'id': 'https://openalex.org/keywords/self-organizing-map', 'display_name': 'Self-organizing map', 'score': 0.5644434}], 'concepts': [{'id': 'https://openalex.org/C504631918', 'wikidata': 'https://www.wikidata.org/wiki/Q152074', 'display_name': 'Bankruptcy', 'level': 2, 'score': 0.96129334}, {'id': 'https://openalex.org/C2777388754', 'wikidata': 'https://www.wikidata.org/wiki/Q1664594', 'display_name': 'Bankruptcy prediction', 'level': 3, 'score': 0.79045594}, {'id': 'https://openalex.org/C155032097', 'wikidata': 'https://www.wikidata.org/wiki/Q798503', 'display_name': 'Backpropagation', 'level': 3, 'score': 0.74280214}, {'id': 'https://openalex.org/C50644808', 'wikidata': 'https://www.wikidata.org/wiki/Q192776', 'display_name': 'Artificial neural network', 'level': 2, 'score': 0.695517}, {'id': 'https://openalex.org/C2780801425', 'wikidata': 'https://www.wikidata.org/wiki/Q5164392', 'display_name': 'Construct (python library)', 'level': 2, 'score': 0.63448334}, {'id': 'https://openalex.org/C111168008', 'wikidata': 'https://www.wikidata.org/wiki/Q1136838', 'display_name': 'Self-organizing map', 'level': 3, 'score': 0.5644434}, {'id': 'https://openalex.org/C154945302', 'wikidata': 'https://www.wikidata.org/wiki/Q11660', 'display_name': 'Artificial intelligence', 'level': 1, 'score': 0.5457156}, {'id': 'https://openalex.org/C41008148', 'wikidata': 'https://www.wikidata.org/wiki/Q21198', 'display_name': 'Computer science', 'level': 0, 'score': 0.5293525}, {'id': 'https://openalex.org/C9652623', 'wikidata': 'https://www.wikidata.org/wiki/Q190109', 'display_name': 'Field (mathematics)', 'level': 2, 'score': 0.42158484}, {'id': 'https://openalex.org/C119857082', 'wikidata': 'https://www.wikidata.org/wiki/Q2539', 'display_name': 'Machine learning', 'level': 1, 'score': 0.39737648}, {'id': 'https://openalex.org/C10138342', 'wikidata': 'https://www.wikidata.org/wiki/Q43015', 'display_name': 'Finance', 'level': 1, 'score': 0.2575462}, {'id': 'https://openalex.org/C144133560', 'wikidata': 'https://www.wikidata.org/wiki/Q4830453', 'display_name': 'Business', 'level': 0, 'score': 0.22900286}, {'id': 'https://openalex.org/C33923547', 'wikidata': 'https://www.wikidata.org/wiki/Q395', 'display_name': 'Mathematics', 'level': 0, 'score': 0.16495383}, {'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/C199360897', 'wikidata': 'https://www.wikidata.org/wiki/Q9143', 'display_name': 'Programming language', 'level': 1, 'score': 0.0}], 'mesh': [], 'locations_count': 1, 'locations': [{'is_oa': False, 'landing_page_url': 'http://www.dbpia.co.kr/Journal/ArticleDetail/NODE02408059', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S4306496897', 'display_name': '한국지능정보시스템학회 학술대회논문집', 'issn_l': None, 'issn': None, 'is_oa': False, 'is_in_doaj': False, 'is_core': False, 'host_organization': None, 'host_organization_name': None, 'host_organization_lineage': [], 'host_organization_lineage_names': [], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}], 'best_oa_location': None, 'sustainable_development_goals': [{'display_name': 'Partnerships for the goals', 'id': 'https://metadata.un.org/sdg/17', 'score': 0.46}], 'grants': [], 'datasets': [], 'versions': [], 'referenced_works_count': 1, 'referenced_works': ['https://openalex.org/W1549767187'], 'related_works': ['https://openalex.org/W3013529556', 'https://openalex.org/W2965160800', 'https://openalex.org/W2806077694', 'https://openalex.org/W2597251067', 'https://openalex.org/W2473284854', 'https://openalex.org/W2383031185', 'https://openalex.org/W2316653617', 'https://openalex.org/W2244034530', 'https://openalex.org/W2186357817', 'https://openalex.org/W2165035706', 'https://openalex.org/W2149876981', 'https://openalex.org/W2119235827', 'https://openalex.org/W2108728767', 'https://openalex.org/W2105644196', 'https://openalex.org/W2041255922', 'https://openalex.org/W2013750559', 'https://openalex.org/W2005971019', 'https://openalex.org/W1968713998', 'https://openalex.org/W1647667354', 'https://openalex.org/W1551388824'], 'abstract_inverted_index': {'The': [0, 90], 'prediction': [1, 28, 76, 124], 'of': [2, 66, 96], 'bankruptcy': [3, 27, 32, 44, 67, 75, 85, 98, 123, 126], 'has': [4, 100], 'been': [5], 'steadily': [6], 'studied': [7], 'in': [8, 109], 'the': [9, 42, 64, 114], 'accounting': [10], 'and': [11, 59, 77, 125], 'finance': [12], 'field.': [13], 'In': [14], 'a': [15, 26, 50, 54, 71, 79], 'previous': [16], 'study': [17], 'on': [18, 24], 'bankruptcy,': [19], 'many': [20], 'researchers': [21], 'have': [22], 'focused': [23], 'developing': [25], 'model': [29, 73, 82], 'to': [30, 83, 104, 120], 'prevent': [31], 'from': [33], 'occurring.': [34], 'However,': [35], 'there': [36], 'are': [37], 'few': [38], 'studies': [39], 'that': [40, 94], 'classify': [41], 'specific': [43], 'type.': [45, 68], 'We': [48, 69], 'propose': [49], 'hybrid': [51], 'approach': [52], 'using': [53, 113], 'backpropagation': [55], 'neural': [56], 'network': [57], '(BPN)': [58], 'selforganizing': [60], 'map': [61, 81], '(SOM)': [62], 'for': [63, 74], 'classification': [65], 'develop': [70], 'back-propagation': [72], 'construct': [78], 'Self-organizing': [80], 'divide': [84], 'data': [86], 'into': [87], 'several': [88], 'types.': [89], 'experimental': [91], 'result': [92], 'shows': [93], 'each': [95], 'five': [97], 'types': [99], 'different': [101], 'characteristics': [102], 'according': [103], 'eight': [105], 'financial': [106], 'ratios': [107], 'used': [108], 'this': [110], 'study.': [111], 'By': [112], 'proposed': [115], 'approach,': [116], 'it': [117], 'is': [118], 'possible': [119], 'perform': [121], 'both': [122], 'type': [127], 'classification.': [128]}, 'cited_by_api_url': 'https://api.openalex.org/works?filter=cites:W2270360991', 'counts_by_year': [], 'updated_date': '2024-12-14T06:19:38.897585', 'created_date': '2016-06-24'}