Publication Information

{'id': 'https://openalex.org/W2167906267', 'doi': 'https://doi.org/10.1109/wcica.2006.1712831', 'title': 'Support Vector Machines for Anomaly Detection', 'display_name': 'Support Vector Machines for Anomaly Detection', 'publication_year': 2006, 'publication_date': '2006-01-01', 'ids': {'openalex': 'https://openalex.org/W2167906267', 'doi': 'https://doi.org/10.1109/wcica.2006.1712831', 'mag': '2167906267'}, 'language': 'en', 'primary_location': {'is_oa': False, 'landing_page_url': 'https://doi.org/10.1109/wcica.2006.1712831', 'pdf_url': None, 'source': None, 'license': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}, 'type': 'article', 'type_crossref': 'proceedings-article', '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/A5071686423', 'display_name': 'Xueqin Zhang', 'orcid': 'https://orcid.org/0000-0001-7020-1033'}, 'institutions': [{'id': 'https://openalex.org/I143593769', 'display_name': 'East China University of Science and Technology', 'ror': 'https://ror.org/01vyrm377', 'country_code': 'CN', 'type': 'education', 'lineage': ['https://openalex.org/I143593769']}], 'countries': ['CN'], 'is_corresponding': False, 'raw_author_name': 'None Xueqin Zhang', 'raw_affiliation_strings': ['College of information science and Engineering, East China University of Science and Technology, Shanghai, China'], 'affiliations': [{'raw_affiliation_string': 'College of information science and Engineering, East China University of Science and Technology, Shanghai, China', 'institution_ids': ['https://openalex.org/I143593769']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5055921673', 'display_name': 'Chunhua Gu', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I143593769', 'display_name': 'East China University of Science and Technology', 'ror': 'https://ror.org/01vyrm377', 'country_code': 'CN', 'type': 'education', 'lineage': ['https://openalex.org/I143593769']}], 'countries': ['CN'], 'is_corresponding': False, 'raw_author_name': 'None Chunhua Gu', 'raw_affiliation_strings': ['College of information science and Engineering, East China University of Science and Technology, Shanghai, China'], 'affiliations': [{'raw_affiliation_string': 'College of information science and Engineering, East China University of Science and Technology, Shanghai, China', 'institution_ids': ['https://openalex.org/I143593769']}]}, {'author_position': 'last', 'author': {'id': 'https://openalex.org/A5113566336', 'display_name': 'Jiajun Lin', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I143593769', 'display_name': 'East China University of Science and Technology', 'ror': 'https://ror.org/01vyrm377', 'country_code': 'CN', 'type': 'education', 'lineage': ['https://openalex.org/I143593769']}], 'countries': ['CN'], 'is_corresponding': False, 'raw_author_name': 'None Jiajun Lin', 'raw_affiliation_strings': ['College of information science and Engineering, East China University of Science and Technology, Shanghai, China'], 'affiliations': [{'raw_affiliation_string': 'College of information science and Engineering, East China University of Science and Technology, Shanghai, China', 'institution_ids': ['https://openalex.org/I143593769']}]}], 'institution_assertions': [], 'countries_distinct_count': 1, 'institutions_distinct_count': 1, 'corresponding_author_ids': [], 'corresponding_institution_ids': [], 'apc_list': None, 'apc_paid': None, 'fwci': 0.416, 'has_fulltext': True, 'fulltext_origin': 'ngrams', 'cited_by_count': 33, 'citation_normalized_percentile': {'value': 0.895368, 'is_in_top_1_percent': False, 'is_in_top_10_percent': False}, 'cited_by_percentile_year': {'min': 90, 'max': 91}, 'biblio': {'volume': None, 'issue': None, 'first_page': '2594', 'last_page': '2598'}, 'is_retracted': False, 'is_paratext': False, 'primary_topic': {'id': 'https://openalex.org/T10400', 'display_name': 'Network Security and Intrusion Detection', 'score': 0.9971, 'subfield': {'id': 'https://openalex.org/subfields/1705', 'display_name': 'Computer Networks and Communications'}, 'field': {'id': 'https://openalex.org/fields/17', 'display_name': 'Computer Science'}, 'domain': {'id': 'https://openalex.org/domains/3', 'display_name': 'Physical Sciences'}}, 'topics': [{'id': 'https://openalex.org/T10400', 'display_name': 'Network Security and Intrusion Detection', 'score': 0.9971, 'subfield': {'id': 'https://openalex.org/subfields/1705', 'display_name': 'Computer Networks and Communications'}, 'field': {'id': 'https://openalex.org/fields/17', 'display_name': 'Computer Science'}, 'domain': {'id': 'https://openalex.org/domains/3', 'display_name': 'Physical Sciences'}}, {'id': 'https://openalex.org/T11512', 'display_name': 'Anomaly Detection Techniques and Applications', 'score': 0.9967, 'subfield': {'id': 'https://openalex.org/subfields/1702', 'display_name': 'Artificial Intelligence'}, 'field': {'id': 'https://openalex.org/fields/17', 'display_name': 'Computer Science'}, 'domain': {'id': 'https://openalex.org/domains/3', 'display_name': 'Physical Sciences'}}, {'id': 'https://openalex.org/T13734', 'display_name': 'Advanced Computational Techniques and Applications', 'score': 0.9807, 'subfield': {'id': 'https://openalex.org/subfields/1702', 'display_name': 'Artificial Intelligence'}, 'field': {'id': 'https://openalex.org/fields/17', 'display_name': 'Computer Science'}, 'domain': {'id': 'https://openalex.org/domains/3', 'display_name': 'Physical Sciences'}}], 'keywords': [{'id': 'https://openalex.org/keywords/data-set', 'display_name': 'Data set', 'score': 0.57241046}, {'id': 'https://openalex.org/keywords/representation', 'display_name': 'Representation', 'score': 0.5101071}, {'id': 'https://openalex.org/keywords/feature', 'display_name': 'Feature (linguistics)', 'score': 0.44846922}, {'id': 'https://openalex.org/keywords/one-class-classification', 'display_name': 'One-class classification', 'score': 0.43554676}], 'concepts': [{'id': 'https://openalex.org/C12267149', 'wikidata': 'https://www.wikidata.org/wiki/Q282453', 'display_name': 'Support vector machine', 'level': 2, 'score': 0.9184021}, {'id': 'https://openalex.org/C41008148', 'wikidata': 'https://www.wikidata.org/wiki/Q21198', 'display_name': 'Computer science', 'level': 0, 'score': 0.73135525}, {'id': 'https://openalex.org/C739882', 'wikidata': 'https://www.wikidata.org/wiki/Q3560506', 'display_name': 'Anomaly detection', 'level': 2, 'score': 0.63472486}, {'id': 'https://openalex.org/C153180895', 'wikidata': 'https://www.wikidata.org/wiki/Q7148389', 'display_name': 'Pattern recognition (psychology)', 'level': 2, 'score': 0.5918635}, {'id': 'https://openalex.org/C154945302', 'wikidata': 'https://www.wikidata.org/wiki/Q11660', 'display_name': 'Artificial intelligence', 'level': 1, 'score': 0.58431566}, {'id': 'https://openalex.org/C177264268', 'wikidata': 'https://www.wikidata.org/wiki/Q1514741', 'display_name': 'Set (abstract data type)', 'level': 2, 'score': 0.57563645}, {'id': 'https://openalex.org/C58489278', 'wikidata': 'https://www.wikidata.org/wiki/Q1172284', 'display_name': 'Data set', 'level': 2, 'score': 0.57241046}, {'id': 'https://openalex.org/C2780801425', 'wikidata': 'https://www.wikidata.org/wiki/Q5164392', 'display_name': 'Construct (python library)', 'level': 2, 'score': 0.5524364}, {'id': 'https://openalex.org/C2777212361', 'wikidata': 'https://www.wikidata.org/wiki/Q5127848', 'display_name': 'Class (philosophy)', 'level': 2, 'score': 0.551574}, {'id': 'https://openalex.org/C124101348', 'wikidata': 'https://www.wikidata.org/wiki/Q172491', 'display_name': 'Data mining', 'level': 1, 'score': 0.52738994}, {'id': 'https://openalex.org/C2776359362', 'wikidata': 'https://www.wikidata.org/wiki/Q2145286', 'display_name': 'Representation (politics)', 'level': 3, 'score': 0.5101071}, {'id': 'https://openalex.org/C2776401178', 'wikidata': 'https://www.wikidata.org/wiki/Q12050496', 'display_name': 'Feature (linguistics)', 'level': 2, 'score': 0.44846922}, {'id': 'https://openalex.org/C34872919', 'wikidata': 'https://www.wikidata.org/wiki/Q7092302', 'display_name': 'One-class classification', 'level': 3, 'score': 0.43554676}, {'id': 'https://openalex.org/C119857082', 'wikidata': 'https://www.wikidata.org/wiki/Q2539', 'display_name': 'Machine learning', 'level': 1, 'score': 0.34946465}, {'id': 'https://openalex.org/C41895202', 'wikidata': 'https://www.wikidata.org/wiki/Q8162', 'display_name': 'Linguistics', 'level': 1, 'score': 0.0}, {'id': 'https://openalex.org/C138885662', 'wikidata': 'https://www.wikidata.org/wiki/Q5891', 'display_name': 'Philosophy', 'level': 0, 'score': 0.0}, {'id': 'https://openalex.org/C94625758', 'wikidata': 'https://www.wikidata.org/wiki/Q7163', 'display_name': 'Politics', 'level': 2, 'score': 0.0}, {'id': 'https://openalex.org/C17744445', 'wikidata': 'https://www.wikidata.org/wiki/Q36442', 'display_name': 'Political science', 'level': 0, 'score': 0.0}, {'id': 'https://openalex.org/C199539241', 'wikidata': 'https://www.wikidata.org/wiki/Q7748', 'display_name': 'Law', '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': 'https://doi.org/10.1109/wcica.2006.1712831', 'pdf_url': None, 'source': None, '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': 8, 'referenced_works': ['https://openalex.org/W1760565668', 'https://openalex.org/W2119821739', 'https://openalex.org/W2131904035', 'https://openalex.org/W2139212933', 'https://openalex.org/W2156909104', 'https://openalex.org/W2348469563', 'https://openalex.org/W2360809849', 'https://openalex.org/W4239510810'], 'related_works': ['https://openalex.org/W4388145910', 'https://openalex.org/W4206552806', 'https://openalex.org/W3210448364', 'https://openalex.org/W3171512724', 'https://openalex.org/W2381570729', 'https://openalex.org/W2366107444', 'https://openalex.org/W2184115898', 'https://openalex.org/W2169365377', 'https://openalex.org/W2103387009', 'https://openalex.org/W1981966284'], 'abstract_inverted_index': {'The': [0], 'support': [1], 'vector': [2], 'machines': [3], 'are': [4, 52, 86], 'a': [5], 'widely': [6], 'used': [7, 53], 'tool': [8], 'for': [9, 75], 'classification.': [10], 'In': [11], 'this': [12], 'paper,': [13], 'firstly': [14], 'the': [15, 46, 62, 90, 99, 107, 122, 127], 'method': [16], 'of': [17, 20, 35, 48, 78, 92], 'selected': [18], 'features': [19], 'Windows': [21], 'registry': [22], 'access': [23], 'recorder': [24], 'to': [25, 40, 54, 72, 88, 105, 138], 'construct': [26], 'detection': [27, 103], 'data': [28, 79, 85, 129, 142], 'set': [29], 'was': [30, 56], 'discussed': [31], 'and': [32, 68, 110], 'two': [33], 'kinds': [34], 'feature': [36], 'representation': [37], 'methods': [38], 'adapted': [39], 'SVM': [41, 50, 64, 67, 71, 118, 133], 'algorithm': [42], 'were': [43], 'described.': [44], 'Secondly,': [45], 'algorithms': [47], 'standard': [49, 63], 'that': [51, 98], 'classification': [55], 'presented.': [57], 'At': [58], 'last,': [59], 'we': [60], 'implemented': [61], 'algorithm,': [65], 'weighted': [66], 'one': [69, 131], 'class': [70, 132], 'build': [73], 'models': [74], 'different': [76], 'kind': [77], 'set.': [80], 'Experiment': [81], 'results': [82], 'on': [83], 'test': [84], 'given': [87], 'illustrate': [89], 'performance': [91], 'these': [93], 'models.': [94], 'It': [95], 'is': [96, 134], 'found': [97], 'C-SVM': [100], 'has': [101], 'high': [102], 'precision': [104], 'predict': [106], 'known': [108], 'examples': [109], 'can': [111, 119], 'also': [112], 'detect': [113], 'some': [114], 'unknown': [115], 'examples.': [116], 'Weighted': [117], 'effectively': [120], 'solve': [121], 'misclassification': [123], 'problem': [124], 'resulted': [125], 'from': [126], 'unbalance': [128], 'set,': [130], 'an': [135], 'effective': [136], 'way': [137], 'deal': [139], 'with': [140], 'unsupervised': [141]}, 'cited_by_api_url': 'https://api.openalex.org/works?filter=cites:W2167906267', 'counts_by_year': [{'year': 2024, 'cited_by_count': 2}, {'year': 2023, 'cited_by_count': 5}, {'year': 2022, 'cited_by_count': 4}, {'year': 2021, 'cited_by_count': 4}, {'year': 2020, 'cited_by_count': 3}, {'year': 2019, 'cited_by_count': 4}, {'year': 2018, 'cited_by_count': 3}, {'year': 2016, 'cited_by_count': 2}, {'year': 2014, 'cited_by_count': 1}, {'year': 2013, 'cited_by_count': 2}, {'year': 2012, 'cited_by_count': 1}], 'updated_date': '2025-01-10T23:18:19.319188', 'created_date': '2016-06-24'}