{"id":"https://openalex.org/W1600673540","doi":null,"title":"Scientific Data Mining: A Practical Perspective","display_name":"Scientific Data Mining: A Practical Perspective","publication_year":2009,"publication_date":"2009-06-04","ids":{"openalex":"https://openalex.org/W1600673540","mag":"1600673540"},"language":"en","primary_location":{"id":"pmh:oai:aleph.bib-bvb.de:BVB01-017363421","doi":null,"is_oa":false,"landing_page_url":"http://bvbr.bib-bvb.de:8991/F?func=service&amp;doc_library=BVB01&amp;local_base=BVB01&amp;doc_number=017363421&amp;sequence=000004&amp;line_number=0001&amp;func_code=DB_RECORDS&amp;service_type=MEDIA","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014354500","display_name":"Chandrika Kamath","orcid":"https://orcid.org/0000-0002-0188-8174","observed_orcids":["https://orcid.org/0000-0002-0188-8174"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Chandrika Kamath","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-0188-8174","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5014354500"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.9056,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.9725395,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.26489999890327454,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.26489999890327454,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12536","display_name":"Topological and Geometric Data Analysis","score":0.17260000109672546,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.16200000047683716,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/scientific-data-mining","display_name":"scientific data mining","score":1.0},{"id":"https://openalex.org/keywords/data-overload","display_name":"data overload","score":0.8970000147819519},{"id":"https://openalex.org/keywords/scientific-data-analysis","display_name":"scientific data analysis","score":0.5180000066757202},{"id":"https://openalex.org/keywords/image-and-video-processing","display_name":"image and video processing","score":0.5989999771118164},{"id":"https://openalex.org/keywords/object-detection","display_name":"object detection","score":0.6389999985694885},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"feature extraction","score":0.9929999709129333},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"dimensionality reduction","score":0.8840000033378601},{"id":"https://openalex.org/keywords/pattern-detection","display_name":"pattern detection","score":0.7080000042915344},{"id":"https://openalex.org/keywords/data-fusion","display_name":"data fusion","score":0.7630000114440918},{"id":"https://openalex.org/keywords/data-visualization","display_name":"data visualization","score":0.7910000085830688},{"id":"https://openalex.org/keywords/simulated-data","display_name":"simulated data","score":0.43700000643730164},{"id":"https://openalex.org/keywords/remote-sensing-data","display_name":"remote sensing data","score":0.6399999856948853},{"id":"https://openalex.org/keywords/astronomical-data","display_name":"astronomical data","score":0.6460000276565552},{"id":"https://openalex.org/keywords/health-data","display_name":"health data","score":0.6150000095367432}],"concepts":[{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7220219373703003},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6876863241195679},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6307264566421509},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6220302581787109},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.5940934419631958},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5207207798957825},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43216729164123535},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4198029041290283},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3300723135471344},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22409740090370178},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:aleph.bib-bvb.de:BVB01-017363421","doi":null,"is_oa":false,"landing_page_url":"http://bvbr.bib-bvb.de:8991/F?func=service&amp;doc_library=BVB01&amp;local_base=BVB01&amp;doc_number=017363421&amp;sequence=000004&amp;line_number=0001&amp;func_code=DB_RECORDS&amp;service_type=MEDIA","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:1600673540","doi":null,"is_oa":false,"landing_page_url":"http://www.acad.bg/ebook/ml/Kamath%20C.%20Scientific%20Data%20Mining%20-%20A%20Practical%20Perspective%20%28SIAM%2C%202009%29%280898716756%29.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":492,"referenced_works":["https://openalex.org/W3373647","https://openalex.org/W20986390","https://openalex.org/W23418094","https://openalex.org/W23430169","https://openalex.org/W30289623","https://openalex.org/W32942463","https://openalex.org/W47803021","https://openalex.org/W50432363","https://openalex.org/W55516599","https://openalex.org/W59771946","https://openalex.org/W73436050","https://openalex.org/W76828661","https://openalex.org/W82239626","https://openalex.org/W94439627","https://openalex.org/W96629785","https://openalex.org/W98769269","https://openalex.org/W129457532","https://openalex.org/W141005364","https://openalex.org/W167016754","https://openalex.org/W172213776","https://openalex.org/W178970226","https://openalex.org/W185926469","https://openalex.org/W187074229","https://openalex.org/W194017790","https://openalex.org/W201151408","https://openalex.org/W207882028","https://openalex.org/W238180860","https://openalex.org/W349464736","https://openalex.org/W364054451","https://openalex.org/W387702900","https://openalex.org/W575889657","https://openalex.org/W603342411","https://openalex.org/W647090667","https://openalex.org/W654913055","https://openalex.org/W1238092070","https://openalex.org/W1262895620","https://openalex.org/W1479807131","https://openalex.org/W1479928838","https://openalex.org/W1480057435","https://openalex.org/W1480546554","https://openalex.org/W1481646516","https://openalex.org/W1484098258","https://openalex.org/W1485800236","https://openalex.org/W1486923544","https://openalex.org/W1488201609","https://openalex.org/W1489793438","https://openalex.org/W1493688843","https://openalex.org/W1494890444","https://openalex.org/W1494985239","https://openalex.org/W1496856705","https://openalex.org/W1497953515","https://openalex.org/W1499677203","https://openalex.org/W1499877760","https://openalex.org/W1500246173","https://openalex.org/W1501500081","https://openalex.org/W1503303035","https://openalex.org/W1504694836","https://openalex.org/W1505353324","https://openalex.org/W1506690472","https://openalex.org/W1509166424","https://openalex.org/W1509342228","https://openalex.org/W1509691074","https://openalex.org/W1512098439","https://openalex.org/W1512748702","https://openalex.org/W1513282898","https://openalex.org/W1513339763","https://openalex.org/W1513443558","https://openalex.org/W1514205146","https://openalex.org/W1519422254","https://openalex.org/W1519962307","https://openalex.org/W1523293200","https://openalex.org/W1523991265","https://openalex.org/W1524247963","https://openalex.org/W1524490902","https://openalex.org/W1525141767","https://openalex.org/W1525998463","https://openalex.org/W1527083469","https://openalex.org/W1528771443","https://openalex.org/W1529647666","https://openalex.org/W1531524766","https://openalex.org/W1531532259","https://openalex.org/W1534395186","https://openalex.org/W1534477342","https://openalex.org/W1535094387","https://openalex.org/W1536181690","https://openalex.org/W1536481811","https://openalex.org/W1540310433","https://openalex.org/W1541083823","https://openalex.org/W1541498152","https://openalex.org/W1541794730","https://openalex.org/W1542006301","https://openalex.org/W1544927219","https://openalex.org/W1548802052","https://openalex.org/W1549412372","https://openalex.org/W1553171952","https://openalex.org/W1553407966","https://openalex.org/W1554663460","https://openalex.org/W1554944419","https://openalex.org/W1555124498","https://openalex.org/W1559679762","https://openalex.org/W1560107318","https://openalex.org/W1561442812","https://openalex.org/W1562347861","https://openalex.org/W1563088657","https://openalex.org/W1565377632","https://openalex.org/W1567268701","https://openalex.org/W1568122762","https://openalex.org/W1568257564","https://openalex.org/W1568669012","https://openalex.org/W1570448133","https://openalex.org/W1570713908","https://openalex.org/W1573546770","https://openalex.org/W1574113434","https://openalex.org/W1575210522","https://openalex.org/W1576652924","https://openalex.org/W1578099820","https://openalex.org/W1578368825","https://openalex.org/W1578660962","https://openalex.org/W1579559187","https://openalex.org/W1579634341","https://openalex.org/W1581041996","https://openalex.org/W1581991875","https://openalex.org/W1582484699","https://openalex.org/W1583700199","https://openalex.org/W1586444875","https://openalex.org/W1588282782","https://openalex.org/W1588828936","https://openalex.org/W1589709336","https://openalex.org/W1590274906","https://openalex.org/W1591608973","https://openalex.org/W1592785605","https://openalex.org/W1593041439","https://openalex.org/W1593939129","https://openalex.org/W1594031697","https://openalex.org/W1595498733","https://openalex.org/W1596289158","https://openalex.org/W1596779816","https://openalex.org/W1600834507","https://openalex.org/W1602102683","https://openalex.org/W1602107991","https://openalex.org/W1602109026","https://openalex.org/W1604679511","https://openalex.org/W1604810369","https://openalex.org/W1605081726","https://openalex.org/W1605688901","https://openalex.org/W1607048551","https://openalex.org/W1619226191","https://openalex.org/W1634005169","https://openalex.org/W1652775531","https://openalex.org/W1653130573","https://openalex.org/W1659403773","https://openalex.org/W1663973292","https://openalex.org/W1676820704","https://openalex.org/W1678064724","https://openalex.org/W1679913846","https://openalex.org/W1680603978","https://openalex.org/W1689445748","https://openalex.org/W1693345094","https://openalex.org/W1699734612","https://openalex.org/W1746819321","https://openalex.org/W1747560487","https://openalex.org/W1788543673","https://openalex.org/W1808644423","https://openalex.org/W1820139094","https://openalex.org/W1823329909","https://openalex.org/W1833158191","https://openalex.org/W1891962005","https://openalex.org/W1917718277","https://openalex.org/W1918539434","https://openalex.org/W1930624869","https://openalex.org/W1935209694","https://openalex.org/W1941659294","https://openalex.org/W1963623641","https://openalex.org/W1963701614","https://openalex.org/W1964357740","https://openalex.org/W1964577060","https://openalex.org/W1966280301","https://openalex.org/W1966461475","https://openalex.org/W1966892540","https://openalex.org/W1967005434","https://openalex.org/W1971784203","https://openalex.org/W1972266708","https://openalex.org/W1972582560","https://openalex.org/W1972969203","https://openalex.org/W1975559841","https://openalex.org/W1976468890","https://openalex.org/W1976748909","https://openalex.org/W1976811097","https://openalex.org/W1977631358","https://openalex.org/W1978552873","https://openalex.org/W1981848266","https://openalex.org/W1981885118","https://openalex.org/W1983617793","https://openalex.org/W1983661866","https://openalex.org/W1985190666","https://openalex.org/W1986276657","https://openalex.org/W1986298127","https://openalex.org/W1988136682","https://openalex.org/W1989344766","https://openalex.org/W1991113069","https://openalex.org/W1992419399","https://openalex.org/W1993815234","https://openalex.org/W1994304612","https://openalex.org/W1996154663","https://openalex.org/W1999842332","https://openalex.org/W2000721940","https://openalex.org/W2000730583","https://openalex.org/W2001141328","https://openalex.org/W2001619934","https://openalex.org/W2003370853","https://openalex.org/W2003914388","https://openalex.org/W2004363938","https://openalex.org/W2004951603","https://openalex.org/W2005073772","https://openalex.org/W2005914386","https://openalex.org/W2010140249","https://openalex.org/W2012016455","https://openalex.org/W2013688341","https://openalex.org/W2014408515","https://openalex.org/W2016766594","https://openalex.org/W2017337590","https://openalex.org/W2018044188","https://openalex.org/W2018220873","https://openalex.org/W2018810220","https://openalex.org/W2021444775","https://openalex.org/W2022775778","https://openalex.org/W2027663369","https://openalex.org/W2029912483","https://openalex.org/W2031389347","https://openalex.org/W2032871739","https://openalex.org/W2033144371","https://openalex.org/W2033257077","https://openalex.org/W2033626294","https://openalex.org/W2033795255","https://openalex.org/W2033819227","https://openalex.org/W2034618876","https://openalex.org/W2034694694","https://openalex.org/W2036835491","https://openalex.org/W2038218844","https://openalex.org/W2039207944","https://openalex.org/W2040884411","https://openalex.org/W2042243302","https://openalex.org/W2044068644","https://openalex.org/W2044465660","https://openalex.org/W2044771513","https://openalex.org/W2047002529","https://openalex.org/W2049391017","https://openalex.org/W2051879883","https://openalex.org/W2053186076","https://openalex.org/W2053724458","https://openalex.org/W2057175746","https://openalex.org/W2058732827","https://openalex.org/W2060488209","https://openalex.org/W2062024414","https://openalex.org/W2062481674","https://openalex.org/W2066442872","https://openalex.org/W2066796814","https://openalex.org/W2069385985","https://openalex.org/W2070232376","https://openalex.org/W2071128523","https://openalex.org/W2071871824","https://openalex.org/W2071971241","https://openalex.org/W2072738093","https://openalex.org/W2072929399","https://openalex.org/W2073410337","https://openalex.org/W2074291101","https://openalex.org/W2074756834","https://openalex.org/W2078132063","https://openalex.org/W2078185211","https://openalex.org/W2078323988","https://openalex.org/W2079428063","https://openalex.org/W2079724595","https://openalex.org/W2079757775","https://openalex.org/W2079890144","https://openalex.org/W2082046852","https://openalex.org/W2082612735","https://openalex.org/W2084341220","https://openalex.org/W2084481683","https://openalex.org/W2085989833","https://openalex.org/W2087058693","https://openalex.org/W2088588550","https://openalex.org/W2088873376","https://openalex.org/W2089497633","https://openalex.org/W2090226684","https://openalex.org/W2091391842","https://openalex.org/W2091886411","https://openalex.org/W2092612581","https://openalex.org/W2092824627","https://openalex.org/W2092924973","https://openalex.org/W2093488518","https://openalex.org/W2093834886","https://openalex.org/W2096087251","https://openalex.org/W2096335861","https://openalex.org/W2096942889","https://openalex.org/W2097924771","https://openalex.org/W2099046646","https://openalex.org/W2099192642","https://openalex.org/W2099244020","https://openalex.org/W2099322651","https://openalex.org/W2100115174","https://openalex.org/W2100318434","https://openalex.org/W2100548006","https://openalex.org/W2100772544","https://openalex.org/W2100805904","https://openalex.org/W2100874022","https://openalex.org/W2101649019","https://openalex.org/W2102201073","https://openalex.org/W2103116581","https://openalex.org/W2103212156","https://openalex.org/W2103384342","https://openalex.org/W2103504761","https://openalex.org/W2104095591","https://openalex.org/W2105000755","https://openalex.org/W2105090634","https://openalex.org/W2105239558","https://openalex.org/W2105514275","https://openalex.org/W2105845337","https://openalex.org/W2106642566","https://openalex.org/W2106664807","https://openalex.org/W2107170260","https://openalex.org/W2107858703","https://openalex.org/W2108729336","https://openalex.org/W2109011174","https://openalex.org/W2109863423","https://openalex.org/W2110734043","https://openalex.org/W2111308925","https://openalex.org/W2111918405","https://openalex.org/W2112076978","https://openalex.org/W2112328181","https://openalex.org/W2112445825","https://openalex.org/W2112968786","https://openalex.org/W2114030927","https://openalex.org/W2114582354","https://openalex.org/W2114599562","https://openalex.org/W2114659971","https://openalex.org/W2114785422","https://openalex.org/W2115084764","https://openalex.org/W2116044718","https://openalex.org/W2116367120","https://openalex.org/W2116988482","https://openalex.org/W2117944706","https://openalex.org/W2118350665","https://openalex.org/W2118388177","https://openalex.org/W2118877769","https://openalex.org/W2119295421","https://openalex.org/W2119479037","https://openalex.org/W2120240539","https://openalex.org/W2121587220","https://openalex.org/W2121900453","https://openalex.org/W2121947440","https://openalex.org/W2122424808","https://openalex.org/W2122966123","https://openalex.org/W2123977051","https://openalex.org/W2124135575","https://openalex.org/W2124260943","https://openalex.org/W2124386111","https://openalex.org/W2124592837","https://openalex.org/W2124776405","https://openalex.org/W2125107816","https://openalex.org/W2125148312","https://openalex.org/W2125527601","https://openalex.org/W2126926806","https://openalex.org/W2127230663","https://openalex.org/W2128420091","https://openalex.org/W2128841305","https://openalex.org/W2129066856","https://openalex.org/W2129104643","https://openalex.org/W2129116669","https://openalex.org/W2129270900","https://openalex.org/W2130759652","https://openalex.org/W2130815581","https://openalex.org/W2132680427","https://openalex.org/W2132914434","https://openalex.org/W2132984323","https://openalex.org/W2133584444","https://openalex.org/W2134820502","https://openalex.org/W2135127217","https://openalex.org/W2135153142","https://openalex.org/W2135162882","https://openalex.org/W2135463994","https://openalex.org/W2135508918","https://openalex.org/W2135615857","https://openalex.org/W2136504847","https://openalex.org/W2136726569","https://openalex.org/W2136849852","https://openalex.org/W2136903812","https://openalex.org/W2137664602","https://openalex.org/W2138252684","https://openalex.org/W2138451337","https://openalex.org/W2138668808","https://openalex.org/W2139212933","https://openalex.org/W2139896607","https://openalex.org/W2140139548","https://openalex.org/W2140235142","https://openalex.org/W2140351252","https://openalex.org/W2140899075","https://openalex.org/W2141585940","https://openalex.org/W2141897674","https://openalex.org/W2142251840","https://openalex.org/W2143353778","https://openalex.org/W2143373691","https://openalex.org/W2143668817","https://openalex.org/W2143799301","https://openalex.org/W2145023731","https://openalex.org/W2145803225","https://openalex.org/W2146086273","https://openalex.org/W2146932984","https://openalex.org/W2147152072","https://openalex.org/W2147250410","https://openalex.org/W2147555557","https://openalex.org/W2148143831","https://openalex.org/W2148290050","https://openalex.org/W2149184914","https://openalex.org/W2149706766","https://openalex.org/W2150072508","https://openalex.org/W2150134853","https://openalex.org/W2150721269","https://openalex.org/W2151103935","https://openalex.org/W2152761983","https://openalex.org/W2152820192","https://openalex.org/W2153233077","https://openalex.org/W2154332114","https://openalex.org/W2155598194","https://openalex.org/W2157233332","https://openalex.org/W2158252006","https://openalex.org/W2158449659","https://openalex.org/W2159498975","https://openalex.org/W2159955373","https://openalex.org/W2160337655","https://openalex.org/W2161020777","https://openalex.org/W2161237731","https://openalex.org/W2162720347","https://openalex.org/W2163336863","https://openalex.org/W2163380389","https://openalex.org/W2163845986","https://openalex.org/W2164213525","https://openalex.org/W2164741953","https://openalex.org/W2164822588","https://openalex.org/W2165132362","https://openalex.org/W2167081989","https://openalex.org/W2167277498","https://openalex.org/W2167680278","https://openalex.org/W2169180968","https://openalex.org/W2169347018","https://openalex.org/W2169351022","https://openalex.org/W2170288663","https://openalex.org/W2170913656","https://openalex.org/W2180865107","https://openalex.org/W2206857820","https://openalex.org/W2294798173","https://openalex.org/W2295332248","https://openalex.org/W2319794630","https://openalex.org/W2327525319","https://openalex.org/W2337287328","https://openalex.org/W2352384750","https://openalex.org/W2403103689","https://openalex.org/W2412433624","https://openalex.org/W2476360055","https://openalex.org/W2479652370","https://openalex.org/W2481423043","https://openalex.org/W2483668481","https://openalex.org/W2495223484","https://openalex.org/W2499411512","https://openalex.org/W2504529912","https://openalex.org/W2585513553","https://openalex.org/W2610881169","https://openalex.org/W2611684114","https://openalex.org/W2747059622","https://openalex.org/W2751023760","https://openalex.org/W2757892884","https://openalex.org/W2798681570","https://openalex.org/W2799061466","https://openalex.org/W2911956715","https://openalex.org/W2912934387","https://openalex.org/W2938937481","https://openalex.org/W2999729612","https://openalex.org/W3003662786","https://openalex.org/W3007575036","https://openalex.org/W3023408402","https://openalex.org/W3023540311","https://openalex.org/W3028602241","https://openalex.org/W3029645440","https://openalex.org/W3083509752","https://openalex.org/W3099514962","https://openalex.org/W3099839986","https://openalex.org/W3103913776","https://openalex.org/W3107714133","https://openalex.org/W3146003712","https://openalex.org/W3153661842","https://openalex.org/W3203298545","https://openalex.org/W4239510810","https://openalex.org/W4255133955"],"related_works":["https://openalex.org/W1586759373","https://openalex.org/W8129623","https://openalex.org/W2506976397","https://openalex.org/W7217086237","https://openalex.org/W2046337420","https://openalex.org/W7095167244","https://openalex.org/W64864360","https://openalex.org/W1597826525","https://openalex.org/W7099734280","https://openalex.org/W2496336271"],"abstract_inverted_index":{"Technological":[0],"advances":[1],"are":[2,40],"enabling":[3],"scientists":[4,238],"to":[5,56,83,118,141,245],"collect":[6],"vast":[7],"amounts":[8],"of":[9,36,77,88,100,123,144,167,203,219,303,336],"data":[10,23,78,89,125,140,209,222,234,242,247,260],"in":[11,91,103,195,240,263,279,287,321,343],"fields":[12],"such":[13,132,175],"as":[14,133,176],"medicine,":[15],"remote":[16],"sensing,":[17],"astronomy,":[18],"and":[19,29,46,60,93,115,156,178,186,224,237,256,267,281,351,366],"high-energy":[20],"physics.":[21],"These":[22],"arise":[24],"not":[25],"only":[26],"from":[27,33,73,173],"experiments":[28],"observations,":[30],"but":[31],"also":[32,199,251],"computer":[34,265],"simulations":[35],"complex":[37,221],"phenomena.":[38],"They":[39],"often":[41],"complex,":[42],"with":[43,97],"both":[44],"spatial":[45],"temporal":[47],"components.":[48],"As":[49],"a":[50,98,201],"result,":[51],"it":[52],"has":[53],"become":[54],"impractical":[55],"manually":[57],"explore,":[58],"analyze,":[59],"understand":[61],"the":[62,74,85,109,135,149,154,158,163,168,193,217,301,304,322,329,334,337,344,349,353],"data.":[63],"Scientific":[64,289,294,357],"Data":[65,277,295,310,350,358],"Mining:":[66],"A":[67,165],"Practical":[68],"Perspective":[69],"describes":[70,170],"how":[71,171],"techniques":[72,172,244],"multi-disciplinary":[75],"field":[76],"mining":[79,235,243],"can":[80,189],"be":[81,190],"used":[82,191],"address":[84],"modern":[86],"problem":[87],"overload":[90],"science":[92],"engineering":[94],"domains.":[95],"Starting":[96],"survey":[99],"analysis":[101,218,261],"problems":[102],"different":[104],"applications,":[105],"this":[106],"book":[107,169,230],"identifies":[108],"common":[110],"themes":[111],"across":[112],"these":[113],"domains":[114],"uses":[116],"them":[117],"define":[119],"an":[120,225],"end-to-end":[121],"process":[122,129],"scientific":[124,208],"mining.":[126],"This":[127,229],"multi-step":[128],"includes":[130,200],"tasks":[131,194],"processing":[134],"raw":[136],"image":[137,177],"or":[138],"mesh":[139],"identify":[142],"objects":[143],"interest;extracting":[145],"relevant":[146],"features":[147],"describing":[148],"objects;":[150,155],"detecting":[151],"patterns":[152,159],"among":[153],"displaying":[157],"for":[160,192,207,213,233,253],"validation":[161],"by":[162],"scientists.":[164],"majority":[166],"disciplines":[174],"video":[179],"processing,":[180],"statistics,":[181],"machine":[182],"learning,":[183],"pattern":[184],"recognition,":[185],"mathematical":[187],"optimization":[188],"each":[196],"step.":[197],"It":[198,249],"description":[202],"software":[204],"systems":[205],"developed":[206],"mining;":[210],"general":[211],"guidelines":[212],"getting":[214],"started":[215],"on":[216,259],"massive,":[220],"sets;":[223],"extensive":[226],"bibliography.":[227],"Audience:":[228],"is":[231,250],"intended":[232],"practitioners":[236],"interested":[239],"applying":[241],"their":[246],"sets.":[248],"appropriate":[252],"advanced":[254],"undergraduate":[255],"graduate-level":[257],"courses":[258],"offered":[262],"mathematics,":[264],"science,":[266],"statistics":[268],"departments.":[269],"Contents:":[270],"Preface;":[271],"Chapter":[272,275,283,291,298,306,312,317,324,331,339,346,355,361],"1:":[273],"Introduction;":[274],"2:":[276],"Mining":[278,288,296,359],"Science":[280],"Engineering;":[282],"3:":[284],"Common":[285],"Themes":[286],"Data;":[290,305,316,323,338,345],"4:":[292],"The":[293],"Process;":[297],"5:":[299],"Reducing":[300,333],"Size":[302],"6:":[307],"Fusing":[308],"Different":[309],"Modalities;":[311],"7:":[313],"Enhancing":[314],"Image":[315],"8:":[318],"Finding":[319,341],"Objects":[320],"9:":[325],"Extracting":[326],"Features":[327],"Describing":[328],"Objects;":[330],"10:":[332],"Dimension":[335],"11:":[340],"Patterns":[342],"12:":[347],"Visualizing":[348],"Validating":[352],"Results;":[354],"13:":[356],"Systems;":[360],"14:":[362],"Lessons":[363],"Learned,":[364],"Challenges,":[365],"Opportunities;":[367],"Bibliography;":[368],"Index":[369]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":3}],"updated_date":"2026-11-05T12:25:35.769452","created_date":"2016-06-24T00:00:00"}
