Get quick answers to your questions about the article from our AI researcher chatbot
{'id': 'https://openalex.org/W1563775131', 'doi': 'https://doi.org/10.1201/9780203497159', 'title': 'Statistical Data Mining and Knowledge Discovery', 'display_name': 'Statistical Data Mining and Knowledge Discovery', 'publication_year': 2003, 'publication_date': '2003-07-29', 'ids': {'openalex': 'https://openalex.org/W1563775131', 'doi': 'https://doi.org/10.1201/9780203497159', 'mag': '1563775131'}, 'language': 'en', 'primary_location': {'is_oa': False, 'landing_page_url': 'https://doi.org/10.1201/9780203497159', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S4306463019', 'display_name': 'Chapman and Hall/CRC eBooks', 'issn_l': None, 'issn': None, 'is_oa': False, 'is_in_doaj': False, 'is_core': False, 'host_organization': 'https://openalex.org/P4310320449', 'host_organization_name': 'Informa', 'host_organization_lineage': ['https://openalex.org/P4310320449'], 'host_organization_lineage_names': ['Informa'], 'type': 'ebook platform'}, 'license': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}, 'type': 'book', 'type_crossref': 'reference-book', '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/A5016280088', 'display_name': 'Hamparsum Bozdogan', 'orcid': 'https://orcid.org/0000-0002-8238-7469'}, 'institutions': [], 'countries': [], 'is_corresponding': True, 'raw_author_name': 'Hamparsum Bozdogan', 'raw_affiliation_strings': [], 'affiliations': []}], 'institution_assertions': [], 'countries_distinct_count': 0, 'institutions_distinct_count': 0, 'corresponding_author_ids': ['https://openalex.org/A5016280088'], 'corresponding_institution_ids': [], 'apc_list': None, 'apc_paid': None, 'fwci': 2.969, 'has_fulltext': False, 'cited_by_count': 130, 'citation_normalized_percentile': {'value': 0.947101, 'is_in_top_1_percent': False, 'is_in_top_10_percent': True}, 'cited_by_percentile_year': {'min': 97, 'max': 98}, 'biblio': {'volume': None, 'issue': None, 'first_page': None, 'last_page': None}, 'is_retracted': False, 'is_paratext': False, 'primary_topic': {'id': 'https://openalex.org/T11975', 'display_name': 'Evolutionary Algorithms and Applications', 'score': 0.9918, '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'}}, 'topics': [{'id': 'https://openalex.org/T11975', 'display_name': 'Evolutionary Algorithms and Applications', 'score': 0.9918, '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/T10320', 'display_name': 'Neural Networks and Applications', 'score': 0.9858, '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/T10820', 'display_name': 'Fuzzy Logic and Control Systems', 'score': 0.9717, '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': [], 'concepts': [{'id': 'https://openalex.org/C120567893', 'wikidata': 'https://www.wikidata.org/wiki/Q1582085', 'display_name': 'Knowledge extraction', 'level': 2, 'score': 0.6046552}, {'id': 'https://openalex.org/C2522767166', 'wikidata': 'https://www.wikidata.org/wiki/Q2374463', 'display_name': 'Data science', 'level': 1, 'score': 0.57248986}, {'id': 'https://openalex.org/C41008148', 'wikidata': 'https://www.wikidata.org/wiki/Q21198', 'display_name': 'Computer science', 'level': 0, 'score': 0.48838252}, {'id': 'https://openalex.org/C124101348', 'wikidata': 'https://www.wikidata.org/wiki/Q172491', 'display_name': 'Data mining', 'level': 1, 'score': 0.47811264}, {'id': 'https://openalex.org/C23123220', 'wikidata': 'https://www.wikidata.org/wiki/Q816826', 'display_name': 'Information retrieval', 'level': 1, 'score': 0.37423176}], 'mesh': [], 'locations_count': 1, 'locations': [{'is_oa': False, 'landing_page_url': 'https://doi.org/10.1201/9780203497159', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S4306463019', 'display_name': 'Chapman and Hall/CRC eBooks', 'issn_l': None, 'issn': None, 'is_oa': False, 'is_in_doaj': False, 'is_core': False, 'host_organization': 'https://openalex.org/P4310320449', 'host_organization_name': 'Informa', 'host_organization_lineage': ['https://openalex.org/P4310320449'], 'host_organization_lineage_names': ['Informa'], 'type': 'ebook platform'}, 'license': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}], 'best_oa_location': None, 'sustainable_development_goals': [{'id': 'https://metadata.un.org/sdg/16', 'score': 0.48, 'display_name': 'Peace, justice, and strong institutions'}], 'grants': [], 'datasets': [], 'versions': [], 'referenced_works_count': 99, 'referenced_works': ['https://openalex.org/W110205333', 'https://openalex.org/W127955260', 'https://openalex.org/W142363866', 'https://openalex.org/W1491408453', 'https://openalex.org/W1501657095', 'https://openalex.org/W1533169541', 'https://openalex.org/W1535505269', 'https://openalex.org/W1544423579', 'https://openalex.org/W1554944419', 'https://openalex.org/W1560089794', 'https://openalex.org/W1578810938', 'https://openalex.org/W1594278800', 'https://openalex.org/W1595833803', 'https://openalex.org/W1601467584', 'https://openalex.org/W1660390307', 'https://openalex.org/W1669131436', 'https://openalex.org/W170307911', 'https://openalex.org/W178094391', 'https://openalex.org/W1838213182', 'https://openalex.org/W1877469487', 'https://openalex.org/W1880262756', 'https://openalex.org/W1965882534', 'https://openalex.org/W1968908999', 'https://openalex.org/W1969255157', 'https://openalex.org/W1969610664', 'https://openalex.org/W1973948212', 'https://openalex.org/W1976160686', 'https://openalex.org/W1981903823', 'https://openalex.org/W1982114217', 'https://openalex.org/W1989954594', 'https://openalex.org/W1995683403', 'https://openalex.org/W1995875735', 'https://openalex.org/W2003167884', 'https://openalex.org/W2003461529', 'https://openalex.org/W2005204693', 'https://openalex.org/W2005513088', 'https://openalex.org/W2009435671', 'https://openalex.org/W2011470643', 'https://openalex.org/W2022306341', 'https://openalex.org/W2029160184', 'https://openalex.org/W2046460712', 'https://openalex.org/W20544653', 'https://openalex.org/W2054658115', 'https://openalex.org/W2058815839', 'https://openalex.org/W2060530519', 'https://openalex.org/W2064343909', 'https://openalex.org/W2068203114', 'https://openalex.org/W2072773380', 'https://openalex.org/W2074673068', 'https://openalex.org/W2078977693', 'https://openalex.org/W2084808543', 'https://openalex.org/W2090316360', 'https://openalex.org/W2091703646', 'https://openalex.org/W2099303649', 'https://openalex.org/W2108020239', 'https://openalex.org/W2108704847', 'https://openalex.org/W2120662572', 'https://openalex.org/W2123838014', 'https://openalex.org/W2126163471', 'https://openalex.org/W2129476886', 'https://openalex.org/W2129905273', 'https://openalex.org/W2134731454', 'https://openalex.org/W2135157209', 'https://openalex.org/W2145470702', 'https://openalex.org/W2147152072', 'https://openalex.org/W2157394313', 'https://openalex.org/W2161020777', 'https://openalex.org/W2168175751', 'https://openalex.org/W2171901061', 'https://openalex.org/W2246241526', 'https://openalex.org/W2259373926', 'https://openalex.org/W2293081071', 'https://openalex.org/W2313953460', 'https://openalex.org/W2328425223', 'https://openalex.org/W2403035479', 'https://openalex.org/W2467739558', 'https://openalex.org/W2478547901', 'https://openalex.org/W2480823300', 'https://openalex.org/W2493701373', 'https://openalex.org/W2501338012', 'https://openalex.org/W2611210475', 'https://openalex.org/W2734276514', 'https://openalex.org/W2767396501', 'https://openalex.org/W2797343967', 'https://openalex.org/W2798180542', 'https://openalex.org/W2798909945', 'https://openalex.org/W2904250082', 'https://openalex.org/W2912565176', 'https://openalex.org/W2913480795', 'https://openalex.org/W3015217870', 'https://openalex.org/W3015571647', 'https://openalex.org/W3023540311', 'https://openalex.org/W3047398590', 'https://openalex.org/W3085162807', 'https://openalex.org/W3107300362', 'https://openalex.org/W44739693', 'https://openalex.org/W753850729', 'https://openalex.org/W94571269', 'https://openalex.org/W992128033'], 'related_works': ['https://openalex.org/W68685461', 'https://openalex.org/W3145628117', 'https://openalex.org/W3022131925', 'https://openalex.org/W2792377126', 'https://openalex.org/W2725657302', 'https://openalex.org/W2357241418', 'https://openalex.org/W2349174110', 'https://openalex.org/W2119135658', 'https://openalex.org/W2115485936', 'https://openalex.org/W2086064646'], 'abstract_inverted_index': {'The': [0, 521], 'Role': [1], 'of': [2, 43, 94, 129, 144, 200, 251, 440, 463, 473, 500], 'Bayesian': [3], 'and': [4, 22, 28, 33, 53, 76, 108, 123, 140, 169, 178, 211, 222, 227, 232, 241, 260, 273, 306, 322, 339, 367, 383, 401, 451, 468, 494, 505, 518], 'Frequentist': [5], 'Multivariate': [6], 'Modeling': [7, 231, 312], 'in': [8, 103, 151, 203, 255, 283, 334, 345, 445, 488], 'Statistical': [9, 16, 29, 230, 425], 'Data': [10, 17, 30, 37, 115, 167, 201, 214, 233, 285, 335, 356, 371, 476, 486], 'Mining,': [11, 31, 286, 336, 411], 'S.': [12, 300, 507], 'James': [13], 'Press': [14], 'Intelligent': [15], 'Mining': [18, 38, 168, 215, 234, 346, 357, 487], 'with': [19, 67, 83, 268, 330], 'Information': [20, 136, 269], 'Complexity': [21], 'Genetic': [23, 193], 'Algorithms,': [24], 'Hamparsum': [25, 141, 274, 323], 'Bozdogan': [26, 142, 275, 324], 'Econometric': [27, 348], 'Prediction': [32], 'Policy-Making,': [34], 'Arnold': [35], 'Zellner': [36], 'Strategies': [39], 'for': [40, 63, 148, 216, 246, 265, 280, 297, 392, 409], 'the': [41, 127, 197, 331, 423, 428, 461], 'Detection': [42], 'Chemical': [44], 'Warfare': [45], 'Agents,': [46], 'Jeffrey.': [47], 'L.': [48, 492], 'Solka,': [49], 'Edward': [50], 'J.': [51, 55, 161, 291, 308, 319, 531], 'Wegman,': [52], 'David': [54, 491], 'Marchette': [56], 'Disclosure': [57], 'Limitation': [58], 'Methods': [59], 'Based': [60, 146, 355], 'on': [61], 'Bounds': [62], 'Large': [64], 'Contingency': [65], 'Tables': [66], 'Applications': [68], 'to': [69, 85, 195, 235, 427, 459], 'Disability,': [70], 'Adrian': [71], 'Dobra,': [72], 'Elena': [73, 89], 'A.': [74, 90], 'Erosheva': [75, 91], 'Stephen': [77], 'E.': [78, 165], 'Fienberg': [79], 'Partial': [80], 'Membership': [81], 'Models': [82], 'Application': [84], 'Disability': [86], 'Survey': [87], 'Data,': [88, 96, 299, 349], 'Automated': [92], 'Scoring': [93], 'Polygraph': [95], 'Aleksandra': [97], 'B.': [98, 228], 'Slavkovic': [99], 'Missing': [100], 'Value': [101], 'Algorithms': [102], 'Decision': [104], 'Trees,': [105], 'Hyunjoong': [106], 'Kim': [107], 'Sumer': [109], 'Yates': [110], 'Unsupervised': [111], 'Learning': [112], 'from': [113], 'Incomplete': [114], 'Using': [116, 135, 192, 220, 313, 477], 'a': [117, 316, 375, 441], 'Mixture': [118], 'Model': [119], 'Approach,': [120], 'Lynette': [121], 'Hunt': [122], 'Murray': [124], 'Jorgensen': [125], 'Improving': [126], 'Performance': [128], 'Radial': [130], 'Basis': [131], 'Function': [132], '(RBF)': [133], 'Classification': [134, 446], 'Criteria,': [137], 'Zhenqiu': [138, 271], 'Liu': [139, 272], 'Use': [143, 439], 'Kernel': [145, 263], 'Techniques': [147, 358], 'Sensor': [149], 'Validation': [150], 'Nuclear': [152], 'Power': [153], 'Plants,': [154], 'Andrei': [155], 'V.': [156, 307, 379], 'Gribok,': [157], 'Aleksey': [158], 'M.': [159, 173, 207, 350], 'Urmanov,': [160], 'Wesley': [162], 'Hines,': [163], 'Robert': [164, 495], 'Uhrig': [166], 'Traditional': [170, 332], 'Regression,': [171, 185], 'Christopher': [172], 'Hill,': [174], 'Linda': [175, 179], 'C.': [176], 'Malone,': [177], 'Trocine': [180], 'An': [181], 'Extended': [182], 'Sliced': [183], 'Inverse': [184], 'Masahiro': [186], 'Mizuta': [187], 'Hokkaido': [188], 'University,': [189], 'Sapporo,': [190], 'Japan': [191], 'Programming': [194], 'Improve': [196], 'Group': [198], 'Method': [199, 455], 'Handling': [202], 'Time': [204, 250], 'Series': [205], 'Prediction,': [206], 'Hiassat,': [208], 'M.F.': [209], 'Abbod,': [210], 'N.': [212], 'Mort': [213], 'Monitoring': [217], 'Plant': [218], 'Devices': [219], 'GMDH': [221], 'Pattern': [223], 'Classification,': [224], 'B.R.': [225], 'Upadhyaya': [226], 'Lu': [229], 'Identify': [236], 'Consumer': [237], 'Preferences,': [238], 'Francois': [239], 'Boussu': [240], 'Jean': [242], 'Jacques': [243], 'Denimal': [244], 'Testing': [245], 'Structural': [247], 'Change': [248], 'Over': [249], 'Brand': [252], 'Attribute': [253], 'Perceptions': [254], 'Market': [256], 'Segments,': [257], 'Sara': [258], 'Dolnicar': [259], 'Friedrich': [261], 'Leisch': [262], 'PCA': [264], 'Feature': [266], 'Extraction': [267], 'Complexity,': [270], 'Global': [276], 'Principal': [277], 'Component': [278], 'Analysis': [279, 329, 472], 'Dimensionality': [281], 'Reduction': [282], 'Distributed': [284], 'Hairong': [287], 'Qi,': [288], 'Tsei-Wei': [289], 'Wang,': [290], 'Douglas': [292], 'Birdwell': [293], 'A': [294, 454], 'New': [295], 'Metric': [296], 'Categorical': [298], 'H.': [301, 481], 'Al-Harbi,': [302], 'G.': [303, 513], 'P.': [304, 484, 511], 'McKeown': [305], 'Rayward-Smith': [309], 'Ordinal': [310], 'Logistic': [311], 'ICOMP': [314], 'as': [315, 374, 389], 'Goodness-of-Fit': [317], 'Criterion': [318, 444], 'Michael': [320, 397, 417, 527], 'Lanning': [321], 'Comparing': [325], 'Latent': [326], 'Class': [327], 'Factor': [328], 'Approach': [333], 'Jay': [337], 'Magidson': [338], 'Jeroen': [340], 'Vermunt': [341], 'On': [342], 'Cluster': [343, 471], 'Effects': [344], 'Complex': [347], 'Ishaq': [351], 'Bhatti': [352], 'Neural': [353], 'Networks': [354], 'For': [359], 'Steel': [360], 'Making,': [361], 'Ravindra': [362], 'K.': [363, 509, 515], 'Sarma,': [364], 'Amar': [365], 'Gupta,': [366], 'Sanjeev': [368], 'Vadhavkar': [369], 'Solving': [370], 'Clustering': [372], 'Problem': [373], 'String': [376], 'Search': [377], 'Problem,': [378], 'Olman,': [380], 'D.': [381], 'Xu,': [382], 'Y.': [384], 'Xu': [385], 'Behavior-Based': [386], 'Recommender': [387], 'Systems': [388], 'Value-Added': [390], 'Services': [391], 'Scientific': [393, 501], 'Libraries,': [394], 'Andreas': [395, 399], 'Geyer-Schulz,': [396], 'Hahsler,': [398], 'Neumann,': [400], 'Anke': [402], 'Thede': [403], 'GTP': [404], '(General': [405], 'Text': [406, 410], 'Parser)': [407], 'Software': [408], 'Justin': [412], 'T.': [413, 496], 'Giles,': [414], 'Ling': [415], 'Wo,': [416], 'W.': [418, 528], 'Berry': [419], 'Implication': [420], 'Intensity:': [421], 'From': [422], 'Basic': [424], 'Definition': [426], 'Entropic': [429], 'Version': [430], 'Julien': [431], 'Blanchard,': [432], 'Pascale': [433], 'Kuntz,': [434], 'Fabrice': [435], 'Guillet,': [436], 'Regis': [437], 'Gras': [438], 'Secondary': [442], 'Splitting': [443], 'Forest': [447], 'Construction,': [448], 'Chang-Yung': [449], 'Yu': [450], 'Heping': [452], 'Zhang': [453], 'Integrating': [456], 'Self-Organizing': [457], 'Maps': [458], 'Predict': [460], 'Probability': [462], 'Barrier': [464], 'Removal,': [465], 'Zhicheng': [466], 'Zhang,': [467], 'Frederic': [469], 'Vanderhaegen': [470], 'Imputed': [474], 'Financial': [475], 'an': [478], 'Augmentation-Based': [479], 'Algorithm,': [480], 'Bensmail,': [482], 'R.': [483], 'DeGennaro': [485], 'Federal': [489], 'Agencies,': [490], 'Banks': [493], 'Olszewski': [497], 'STING:': [498], 'Evaluation': [499], '&': [502], 'Technological': [503], 'Innovation': [504], 'Progress,': [506], 'Sirmakessis,': [508], 'Markello,': [510], 'Markellou,': [512], 'Mayritsakis,': [514], 'Perdikouri,': [516], 'Tsakalidis,': [517], 'Georgia': [519], 'Panagopoulou': [520], 'Semantic': [522], 'Conference': [523], 'Organizer,': [524], 'Kevin': [525], 'Heinrich,': [526], 'Berry,': [529], 'Jack': [530], 'Dongarra,': [532], 'Sathish': [533], 'Vadhiyar': [534]}, 'cited_by_api_url': 'https://api.openalex.org/works?filter=cites:W1563775131', 'counts_by_year': [{'year': 2024, 'cited_by_count': 3}, {'year': 2023, 'cited_by_count': 2}, {'year': 2022, 'cited_by_count': 3}, {'year': 2020, 'cited_by_count': 3}, {'year': 2019, 'cited_by_count': 3}, {'year': 2018, 'cited_by_count': 3}, {'year': 2017, 'cited_by_count': 3}, {'year': 2016, 'cited_by_count': 4}, {'year': 2015, 'cited_by_count': 5}, {'year': 2014, 'cited_by_count': 4}, {'year': 2013, 'cited_by_count': 13}, {'year': 2012, 'cited_by_count': 5}], 'updated_date': '2024-12-18T04:49:48.721953', 'created_date': '2016-06-24'}