{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,17]],"date-time":"2025-04-17T14:08:54Z","timestamp":1744898934613},"reference-count":36,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2014,1,18]],"date-time":"2014-01-18T00:00:00Z","timestamp":1390003200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Neural Comput & Applic"],"published-print":{"date-parts":[[2016,1]]},"DOI":"10.1007\/s00521-013-1543-3","type":"journal-article","created":{"date-parts":[[2014,1,17]],"date-time":"2014-01-17T13:20:59Z","timestamp":1389964859000},"page":"35-44","source":"Crossref","is-referenced-by-count":8,"title":["An efficient query processing optimization based on ELM in the cloud"],"prefix":"10.1007","volume":"27","author":[{"given":"Linlin","family":"Ding","sequence":"first","affiliation":[]},{"given":"Junchang","family":"Xin","sequence":"additional","affiliation":[]},{"given":"Guoren","family":"Wang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2014,1,18]]},"reference":[{"issue":"1","key":"1543_CR1","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1145\/1327452.1327492","volume":"51","author":"Jeffrey Dean","year":"2008","unstructured":"Dean Jeffrey, Ghemawat Sanjay (2008) MapReduce: simplified data processing on large clusters. Commun ACM 51(1):107\u2013113","journal-title":"Commun ACM"},{"key":"1543_CR2","doi-asserted-by":"crossref","unstructured":"Olston C, Reed B, Srivastava U, Kumar R, Tomkins A (2008) Pig latin: a not-so-foreign language for data processing. In: Proceedings of the 2008 ACM SIGMOD international conference on management of data, pp 1099\u20131110","DOI":"10.1145\/1376616.1376726"},{"issue":"2","key":"1543_CR3","doi-asserted-by":"crossref","first-page":"1626","DOI":"10.14778\/1687553.1687609","volume":"2","author":"A Thusoo","year":"2009","unstructured":"Thusoo A, Sarma Joydeep S, Jain N, Shao Z, Chakka P, Anthony S, Liu H, Wyckoff P, Murthy R (2009) Hive: a warehousing solution over a map-reduce framework. Proceed VLDB Endow 2(2):1626\u20131629","journal-title":"Proceed VLDB Endow"},{"key":"1543_CR4","doi-asserted-by":"crossref","unstructured":"Thusoo A, Sarma JS, Jain N, Shao Z, Chakka P, Zhang N, Antony S, Liu H, Murthy R (2010) Hive-a petabyte scale data warehouse using hadoop. In: Data Engineering (ICDE), pp 996\u20131005","DOI":"10.1109\/ICDE.2010.5447738"},{"issue":"5","key":"1543_CR5","doi-asserted-by":"crossref","first-page":"42","DOI":"10.4156\/ijact.vol2.issue5.4","volume":"2","author":"D Carstoiu","year":"2010","unstructured":"Carstoiu D, Lepadatu E, Gaspar M (2010) Hbase-non sql database, performances evaluation. IJACT-AICIT 2(5):42\u201352","journal-title":"IJACT-AICIT"},{"issue":"1","key":"1543_CR6","doi-asserted-by":"crossref","first-page":"922","DOI":"10.14778\/1687627.1687731","volume":"2","author":"A Abouzeid","year":"2009","unstructured":"Abouzeid A, Bajda-Pawlikowski K, Abadi D, Silberschatz A, Rasin A (2009) HadoopDB: an architectural hybrid of MapReduce and DBMS technologies for analytical workloads. Proceed VLDB Endow 2(1):922\u2013933","journal-title":"Proceed VLDB Endow"},{"key":"1543_CR7","doi-asserted-by":"crossref","unstructured":"Yang H-C, Dasdan A, Hsiao R-L, Parker DS (2007) Map-reduce-merge: simplified relational data processing on large clusters. In: Proceedings of the 2007 ACM SIGMOD international conference on management of data, pp 1029\u20131040","DOI":"10.1145\/1247480.1247602"},{"issue":"9","key":"1543_CR8","doi-asserted-by":"crossref","first-page":"1299","DOI":"10.1109\/TKDE.2010.248","volume":"23","author":"D Jiang","year":"2011","unstructured":"Jiang D, Tung Anthony KH, Chen G (2011) Map-join-reduce: toward scalable and efficient data analysis on large clusters. Knowl Data Eng 23(9):1299\u20131311","journal-title":"Knowl Data Eng"},{"key":"1543_CR9","doi-asserted-by":"crossref","unstructured":"Blanas S, Patel JM, Ercegovac V, Rao J, Shekita EJ, Tian Y (2010) A comparison of join algorithms for log processing in mapreduce. In: Proceedings of the 2010 ACM SIGMOD international conference on management of data, pp 975\u2013986","DOI":"10.1145\/1807167.1807273"},{"key":"1543_CR10","doi-asserted-by":"crossref","unstructured":"Vernica R, Carey MJ, Li C (2010) Efficient parallel set-similarity joins using MapReduce. In: Proceedings of the 2010 international conference on management of data, pp 495\u2013506","DOI":"10.1145\/1807167.1807222"},{"key":"1543_CR11","doi-asserted-by":"crossref","unstructured":"Afrati FN, Borkar V, Carey M, Polyzotis N, Ullman JD (2011) Map-reduce extensions and recursive queries. In: Proceedings of the 14th international conference on extending database technology, pp 1\u20138","DOI":"10.1145\/1951365.1951367"},{"issue":"1\u20132","key":"1543_CR12","first-page":"518","volume":"3","author":"J Dittrich","year":"2010","unstructured":"Dittrich J, Quian\u00e9-Ruiz J-A, Jindal A, Kargin Y, Setty V, Schad J (2010) Hadoop++: making a yellow elephant run like a cheetah (without it even noticing). Proceed VLDB Endow 3(1\u20132):518\u2013529","journal-title":"Proceed VLDB Endow"},{"key":"1543_CR13","doi-asserted-by":"crossref","unstructured":"Jahani E, Cafarella MJ, R\u00e9 C (2011) Automatic optimization for MapReduce programs 4(6):385\u2013396","DOI":"10.14778\/1978665.1978670"},{"issue":"11","key":"1543_CR14","doi-asserted-by":"crossref","first-page":"1184","DOI":"10.14778\/2350229.2350238","volume":"5","author":"X Zhang","year":"2012","unstructured":"Zhang X, Chen L, Wang M (2012) Efficient multi-way theta-join processing using MapReduce. Proceed VLDB Endow 5(11):1184\u20131195","journal-title":"Proceed VLDB Endow"},{"key":"1543_CR15","doi-asserted-by":"crossref","unstructured":"Kim Y, Shim K (2012) Parallel top-k similarity join algorithms using MapReduce. In: Data Engineering (ICDE), pp 510\u2013521","DOI":"10.1109\/ICDE.2012.87"},{"key":"1543_CR16","doi-asserted-by":"crossref","unstructured":"Ding L, Xin J, Wang G, Huang S (2012) ComMapReduce: an improvement of mapreduce with lightweight communication mechanisms, pp 150\u2013168","DOI":"10.1007\/978-3-642-29035-0_11"},{"key":"1543_CR17","doi-asserted-by":"crossref","unstructured":"Ding L, Wang G, Xin J, Wang X, Huang S, Zhang R (2013) ComMapReduce: an improvement of mapreduce with lightweight communication mechanisms. Data Knowl Eng","DOI":"10.1016\/j.datak.2013.04.004"},{"key":"1543_CR18","unstructured":"Huang G-B, Zhu Q-Y, Siew C-K (2004) Extreme learning machine: a new learning scheme of feedforward neural networks. In: Proceedings. 2004 IEEE international joint conference Neural Networks, 2004, pp 985\u2013990"},{"issue":"2","key":"1543_CR19","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1007\/s13042-011-0049-5","volume":"3","author":"BP Chacko","year":"2012","unstructured":"Chacko BP, Krishnan VRV, Raju G, Anto PB (2012) Handwritten character recognition using wavelet energy and extreme learning machine. Int J Mach Learn Cybern 3(2):149\u2013161","journal-title":"Int J Mach Learn Cybern"},{"issue":"2","key":"1543_CR20","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1007\/s13042-011-0019-y","volume":"2","author":"G-B Huang","year":"2011","unstructured":"Huang G-B, Wang Dian H, Lan Y (2011) Extreme learning machines: a survey. Int J Mach Learn Cybern 2(2):107\u2013122","journal-title":"Int J Mach Learn Cybern"},{"issue":"4","key":"1543_CR21","doi-asserted-by":"crossref","first-page":"1067","DOI":"10.1109\/TSMCB.2008.2010506","volume":"39","author":"H-J Rong","year":"2009","unstructured":"Rong H-J, Huang G-B, Sundararajan N, Saratchandran P (2009) Online sequential fuzzy extreme learning machine for function approximation and classification problems. Systems Man Cybern Part B Cybern 39(4):1067\u20131072","journal-title":"Systems Man Cybern Part B Cybern"},{"issue":"16","key":"1543_CR22","doi-asserted-by":"crossref","first-page":"2438","DOI":"10.1016\/j.neucom.2010.12.040","volume":"74","author":"Y Sun","year":"2011","unstructured":"Sun Y, Yuan Y, Wang G (2011) An OS-ELM based distributed ensemble classification framework in p2p networks. Neurocomputing 74(16):2438\u20132443","journal-title":"Neurocomputing"},{"issue":"9","key":"1543_CR23","doi-asserted-by":"crossref","first-page":"1607","DOI":"10.1007\/s00500-012-0821-9","volume":"16","author":"B Wang","year":"2012","unstructured":"Wang B, Wang G, Li J, Wang B (2012) Update strategy based on region classification using ELM for mobile object index. Soft Comput 16(9):1607\u20131615","journal-title":"Soft Comput"},{"issue":"1","key":"1543_CR24","doi-asserted-by":"crossref","first-page":"262","DOI":"10.1016\/j.neucom.2008.01.016","volume":"72","author":"G Wang","year":"2008","unstructured":"Wang G, Zhao Y, Wang D (2008) A protein secondary structure prediction framework based on the extreme learning machine. Neurocomputing 72(1):262\u2013268","journal-title":"Neurocomputing"},{"issue":"3","key":"1543_CR25","doi-asserted-by":"crossref","first-page":"485","DOI":"10.1109\/tcbb.2007.1012","volume":"4","author":"R Zhang","year":"2007","unstructured":"Zhang R, Huang G-B, Sundararajan N, Saratchandran P (2007) Multicategory classification using an extreme learning machine for microarray gene expression cancer diagnosis. IEEE\/ACM Trans Comput Biol Bioinformatics (TCBB) 4(3):485\u2013495","journal-title":"IEEE\/ACM Trans Comput Biol Bioinformatics (TCBB)"},{"issue":"16","key":"1543_CR26","doi-asserted-by":"crossref","first-page":"2444","DOI":"10.1016\/j.neucom.2010.12.038","volume":"74","author":"X-G Zhao","year":"2011","unstructured":"Zhao X-G, Wang G, Bi X, Gong P, Zhao Y (2011) XML document classification based on ELM. Neurocomputing 74(16):2444\u20132451","journal-title":"Neurocomputing"},{"issue":"4","key":"1543_CR27","doi-asserted-by":"crossref","first-page":"261","DOI":"10.1007\/s13042-011-0024-1","volume":"2","author":"W Jun","year":"2011","unstructured":"Jun W, Shitong W, Chung F-l (2011) Positive and negative fuzzy rule system, extreme learning machine and image classification. Int J Mach Learn Cybern 2(4):261\u2013271","journal-title":"Int J Mach Learn Cybern"},{"key":"1543_CR28","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1016\/j.neucom.2011.12.053","volume":"102","author":"X-Z Wang","year":"2013","unstructured":"Wang X-Z, Shao Q-Y, Qing M, Jun-Hai Z (2013) Architecture selection for networks trained with extreme learning machine using localized generalization error model. Neurocomputing 102:3\u20139","journal-title":"Neurocomputing"},{"issue":"16","key":"1543_CR29","doi-asserted-by":"crossref","first-page":"3460","DOI":"10.1016\/j.neucom.2007.10.008","volume":"71","author":"G-B Huang","year":"2008","unstructured":"Huang G-B, Chen L (2008) Enhanced random search based incremental extreme learning machine. Neurocomputing 71(16):3460\u20133468","journal-title":"Neurocomputing"},{"issue":"9","key":"1543_CR30","doi-asserted-by":"crossref","first-page":"1493","DOI":"10.1007\/s00500-012-0824-6","volume":"16","author":"J-h Zhai","year":"2012","unstructured":"Zhai J-h, Xu H-y, Wang X-z (2012) Dynamic ensemble extreme learning machine based on sample entropy. Soft Comput 16(9):1493\u20131502","journal-title":"Soft Comput"},{"key":"1543_CR31","doi-asserted-by":"crossref","first-page":"52","DOI":"10.1016\/j.neucom.2012.01.040","volume":"102","author":"Q He","year":"2013","unstructured":"He Q, Shang T, Zhuang F, Shi Z (2013) Parallel extreme learning machine for regression based on MapReduce. Neurocomputing 102:52\u201358","journal-title":"Neurocomputing"},{"issue":"16","key":"1543_CR32","doi-asserted-by":"crossref","first-page":"3056","DOI":"10.1016\/j.neucom.2007.02.009","volume":"70","author":"G-B Huang","year":"2007","unstructured":"Huang G-B, Chen L (2007) Convex incremental extreme learning machine. Neurocomputing 70(16):3056\u20133062","journal-title":"Neurocomputing"},{"issue":"4","key":"1543_CR33","first-page":"879","volume":"17","author":"G-B Huang","year":"2006","unstructured":"Huang G-B, Chen L, Siew C-K (2006) Universal approximation using incremental constructive feedforward networks with random hidden nodes, Neural Networks. IEEE Trans 17(4):879\u2013892","journal-title":"IEEE Trans"},{"issue":"1","key":"1543_CR34","doi-asserted-by":"crossref","first-page":"489","DOI":"10.1016\/j.neucom.2005.12.126","volume":"70","author":"G-B Huang","year":"2006","unstructured":"Huang G-B, Zhu Q-Y, Siew C-K (2006) Extreme learning machine: theory and applications. Neurocomputing 70(1):489\u2013501","journal-title":"Neurocomputing"},{"key":"1543_CR35","doi-asserted-by":"crossref","unstructured":"Borzsony S, Kossmann D, Stocker K (2001) The skyline operator. In: Proceedings of the 17th international conference on Data Engineering, pp 421\u2013430","DOI":"10.1109\/ICDE.2001.914855"},{"issue":"8","key":"1543_CR36","doi-asserted-by":"crossref","first-page":"1226","DOI":"10.1109\/TPAMI.2005.159","volume":"27","author":"H Peng","year":"2005","unstructured":"Peng H, Long F, Ding C (2005) Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy. Pattern Anal Mach Intell 27(8):1226\u20131238","journal-title":"Pattern Anal Mach Intell"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-013-1543-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00521-013-1543-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-013-1543-3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,6]],"date-time":"2019-08-06T15:15:44Z","timestamp":1565104544000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00521-013-1543-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,1,18]]},"references-count":36,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2016,1]]}},"alternative-id":["1543"],"URL":"https:\/\/doi.org\/10.1007\/s00521-013-1543-3","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,1,18]]}}}