{"id":"https://openalex.org/W4205672705","doi":"https://doi.org/10.1145/3511543","title":"Steampunk Machine Learning","display_name":"Steampunk Machine Learning","publication_year":2021,"publication_date":"2021-12-31","ids":{"openalex":"https://openalex.org/W4205672705","doi":"https://doi.org/10.1145/3511543"},"language":"en","primary_location":{"id":"doi:10.1145/3511543","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3511543","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3511543","source":{"id":"https://openalex.org/S45584542","display_name":"Queue","issn_l":"1542-7730","issn":["1542-7730","1542-7749"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Queue","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3511543","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014934596","display_name":"Terence Kelly","orcid":"https://orcid.org/0009-0006-1607-5674"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Terence Kelly","raw_affiliation_strings":[""],"affiliations":[{"raw_affiliation_string":"","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5014934596"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19869679,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"19","issue":"6","first_page":"5","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9941999912261963,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9941999912261963,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9940999746322632,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9873999953269958,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.747240424156189},{"id":"https://openalex.org/keywords/interleaving","display_name":"Interleaving","score":0.6365247964859009},{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.5094237923622131},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5067949891090393},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4765929877758026},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.46340087056159973},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.44823262095451355},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.4270373284816742},{"id":"https://openalex.org/keywords/haystack","display_name":"Haystack","score":0.41641953587532043},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3708379864692688},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3348780572414398},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3299909234046936},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14779514074325562},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09988662600517273}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.747240424156189},{"id":"https://openalex.org/C28034677","wikidata":"https://www.wikidata.org/wiki/Q17092530","display_name":"Interleaving","level":2,"score":0.6365247964859009},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.5094237923622131},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5067949891090393},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4765929877758026},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.46340087056159973},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.44823262095451355},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.4270373284816742},{"id":"https://openalex.org/C13424479","wikidata":"https://www.wikidata.org/wiki/Q5687237","display_name":"Haystack","level":2,"score":0.41641953587532043},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3708379864692688},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3348780572414398},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3299909234046936},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14779514074325562},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09988662600517273},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3511543","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3511543","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3511543","source":{"id":"https://openalex.org/S45584542","display_name":"Queue","issn_l":"1542-7730","issn":["1542-7730","1542-7749"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Queue","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3511543","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3511543","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3511543","source":{"id":"https://openalex.org/S45584542","display_name":"Queue","issn_l":"1542-7730","issn":["1542-7730","1542-7749"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Queue","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4205672705.pdf","grobid_xml":"https://content.openalex.org/works/W4205672705.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W108705887","https://openalex.org/W633772442","https://openalex.org/W1971437089","https://openalex.org/W2077505780","https://openalex.org/W2086847993","https://openalex.org/W2107002253","https://openalex.org/W2135874888","https://openalex.org/W2344011142","https://openalex.org/W2792919287","https://openalex.org/W2887489621","https://openalex.org/W2942827234","https://openalex.org/W2949046278","https://openalex.org/W4291114417","https://openalex.org/W6629902689","https://openalex.org/W6983481998"],"related_works":["https://openalex.org/W4253878822","https://openalex.org/W3030221677","https://openalex.org/W1965563707","https://openalex.org/W4210692028","https://openalex.org/W1736550718","https://openalex.org/W2808729870","https://openalex.org/W2479343091","https://openalex.org/W2278064783","https://openalex.org/W3174858427","https://openalex.org/W3191926225"],"abstract_inverted_index":{"Fitting":[0],"models":[1,88],"to":[2,37,96,106],"data":[3],"is":[4,94,103],"all":[5],"the":[6,44,49,67],"rage":[7],"nowadays":[8],"but":[9],"has":[10],"long":[11],"been":[12],"an":[13,56],"essential":[14],"skill":[15],"of":[16,33,72],"engineers.":[17],"Veterans":[18],"know":[19],"that":[20,65],"real-world":[21],"systems":[22,108],"foil":[23],"textbook":[24],"techniques":[25],"by":[26,48],"interleaving":[27],"routine":[28],"operating":[29],"conditions":[30],"with":[31,98],"bouts":[32],"overload":[34],"and":[35,61,76,102,109],"failure;":[36],"be":[38],"practical,":[39],"a":[40,59],"method":[41],"must":[42],"model":[43],"former":[45],"without":[46,89],"distortion":[47],"latter.":[50],"Surprisingly":[51],"effective":[52],"aid":[53],"comes":[54],"from":[55],"unlikely":[57],"quarter:":[58],"simple":[60],"intuitive":[62],"model-fitting":[63],"approach":[64,83],"predates":[66],"Babbage":[68],"Engine.":[69],"The":[70],"foundation":[71],"industrial-strength":[73],"decision":[74],"support":[75],"anomaly":[77],"detection":[78],"for":[79],"production":[80],"datacenters,":[81],"this":[82],"yields":[84],"accurate":[85],"yet":[86],"intelligible":[87],"hand-holding":[90],"or":[91],"fuss.":[92],"It":[93],"easy":[95],"practice":[97],"modern":[99],"analytics":[100],"software":[101],"widely":[104],"applicable":[105],"computing":[107],"beyond.":[110]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
