{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T02:00:20Z","timestamp":1761962420691,"version":"build-2065373602"},"publisher-location":"Berlin, Heidelberg","reference-count":23,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642158797"},{"type":"electronic","value":"9783642158803"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-15880-3_7","type":"book-chapter","created":{"date-parts":[[2010,8,17]],"date-time":"2010-08-17T14:08:53Z","timestamp":1282054133000},"page":"7-23","source":"Crossref","is-referenced-by-count":17,"title":["Porting Decision Tree Algorithms to Multicore Using FastFlow"],"prefix":"10.1007","author":[{"given":"Marco","family":"Aldinucci","sequence":"first","affiliation":[]},{"given":"Salvatore","family":"Ruggieri","sequence":"additional","affiliation":[]},{"given":"Massimo","family":"Torquati","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"7_CR1","first-page":"195","volume-title":"Proc. of the Euromicro Conf. on Parallel, Distributed and Network-based Processing (PDP)","author":"M. Aldinucci","year":"2010","unstructured":"Aldinucci, M., Meneghin, M., Torquati, M.: Efficient Smith-Waterman on multi-core with FastFlow. In: Proc. of the Euromicro Conf. on Parallel, Distributed and Network-based Processing (PDP), pp. 195\u2013199. IEEE, Pisa (2010)"},{"issue":"10","key":"7_CR2","doi-asserted-by":"crossref","first-page":"56","DOI":"10.1145\/1562764.1562783","volume":"52","author":"K. Asanovic","year":"2009","unstructured":"Asanovic, K., Bodik, R., Demmel, J., Keaveny, T., Keutzer, K., Kubiatowicz, J., Morgan, N., Patterson, D., Sen, K., Wawrzynek, J., Wessel, D., Yelick, K.: A view of the parallel computing landscape. CACM\u00a052(10), 56\u201367 (2009)","journal-title":"CACM"},{"issue":"1","key":"7_CR3","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1006\/jpdc.1996.0107","volume":"37","author":"R.D. Blumofe","year":"1996","unstructured":"Blumofe, R.D., Joerg, C.F., Kuszmaul, B.C., Leiserson, C.E., Randall, K.H., Zhou, Y.: Cilk: An efficient multithreaded runtime system. Journal of Parallel and Distributed Computing\u00a037(1), 55\u201369 (1996)","journal-title":"Journal of Parallel and Distributed Computing"},{"key":"7_CR4","unstructured":"Buehrer, G.T.: Scalable mining on emerging architectures. Phd thesis, Columbus, OH, USA (2008)"},{"issue":"3","key":"7_CR5","doi-asserted-by":"publisher","first-page":"389","DOI":"10.1016\/j.parco.2003.12.002","volume":"30","author":"M. Cole","year":"2004","unstructured":"Cole, M.: Bringing skeletons out of the closet: A pragmatic manifesto for skeletal parallel programming. Parallel Computing\u00a030(3), 389\u2013406 (2004)","journal-title":"Parallel Computing"},{"issue":"5","key":"7_CR6","doi-asserted-by":"publisher","first-page":"793","DOI":"10.1016\/S0167-8191(02)00095-9","volume":"28","author":"M. Coppola","year":"2002","unstructured":"Coppola, M., Vanneschi, M.: High-performance data mining with skeleton-based structured parallel programming. Parallel Computing\u00a028(5), 793\u2013813 (2002)","journal-title":"Parallel Computing"},{"issue":"2\/4","key":"7_CR7","doi-asserted-by":"publisher","first-page":"127","DOI":"10.1023\/A:1009839829793","volume":"4","author":"J.E. Gehrke","year":"2000","unstructured":"Gehrke, J.E., Ramakrishnan, R., Ganti, V.: RainForest \u2014 A framework for fast decision tree construction of large datasets. Data Mining and Knowledge Discovery\u00a04(2\/4), 127\u2013162 (2000)","journal-title":"Data Mining and Knowledge Discovery"},{"key":"7_CR8","unstructured":"Ghoting, A., Buehrer, G., Parthasarathy, S., Kim, D., Nguyen, A., Chen, Y.K., Dubey, P.: Cache-conscious frequent pattern mining on a modern processor. In: Proc. of the Intl. Conf. on Very Large Data Bases (VLDB), pp. 577\u2013588 (2005)"},{"key":"7_CR9","unstructured":"Han, E., Srivastava, A., Kumar, V.: Parallel formulation of inductive classification parallel algorithm. Tech. rep., Department Computer and Information Science, University of Minnesota (1996)"},{"key":"7_CR10","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1109\/TKDE.2005.18","volume":"17","author":"R. Jin","year":"2005","unstructured":"Jin, R., Yang, G., Agrawal, G.: Shared memory parallelization of data mining algorithms: Techniques, programming interface, and performance. IEEE Transactions on Knowledge and Data Engineering\u00a017, 71\u201389 (2005)","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"7_CR11","first-page":"573","volume-title":"Proc. of IPPS\/SPDP","author":"M. Joshi","year":"1998","unstructured":"Joshi, M., Karypis, G., Kumar, V.: ScalParC:\u00a0A new scalable and efficient parallel classification algorithm for mining large datasets. In: Proc. of IPPS\/SPDP, pp. 573\u2013579. IEEE, Los Alamitos (1998)"},{"key":"7_CR12","doi-asserted-by":"publisher","first-page":"203","DOI":"10.1023\/A:1007608224229","volume":"40","author":"T. Lim","year":"2000","unstructured":"Lim, T., Loh, W., Shih, Y.: A comparison of prediction accuracy, complexity, and training time of thirthy-tree old and new classification algorithms. Machine Learning Journal\u00a040, 203\u2013228 (2000)","journal-title":"Machine Learning Journal"},{"key":"7_CR13","doi-asserted-by":"crossref","first-page":"143","DOI":"10.1155\/2001\/195437","volume":"9","author":"I. Park","year":"2001","unstructured":"Park, I., Voss, M.J., Kim, S.W., Eigenmann, R.: Parallel programming environment for OpenMP. Scientific Programming\u00a09, 143\u2013161 (2001)","journal-title":"Scientific Programming"},{"key":"7_CR14","unstructured":"Pisharath, J., Zambreno, J., Ozisikyilmaz, B., Choudhary, A.: Accelerating data mining workloads: Current approaches and future challenges in system architecture design. In: Proc. of Workshop on High Performance and Distributed Mining (2006)"},{"key":"7_CR15","volume-title":"C4.5: Programs for Machine Learning","author":"J.R. Quinlan","year":"1993","unstructured":"Quinlan, J.R.: C4.5: Programs for Machine Learning. Morgan Kaufmann, San Mateo (1993)"},{"key":"7_CR16","doi-asserted-by":"publisher","first-page":"438","DOI":"10.1109\/69.991727","volume":"14","author":"S. Ruggieri","year":"2002","unstructured":"Ruggieri, S.: Efficient C4.5. IEEE Transactions on Knowledge and Data Engineering\u00a014, 438\u2013444 (2002)","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"7_CR17","doi-asserted-by":"publisher","first-page":"260","DOI":"10.1109\/ICTAI.2004.123","volume-title":"16th IEEE Int. Conf. on Tools with Artificial Intelligence (ICTAI)","author":"S. Ruggieri","year":"2004","unstructured":"Ruggieri, S.: YaDT: Yet another Decision tree Builder. In: 16th IEEE Int. Conf. on Tools with Artificial Intelligence (ICTAI), pp. 260\u2013265. IEEE, Los Alamitos (2004)"},{"key":"7_CR18","unstructured":"Shafer, J.C., Agrawal, R., Mehta, M.: SPRINT: A scalable parallel classifier for data mining. In: Proc. of the Intl. Conf. on Very Large Data Bases (VLDB), pp. 544\u2013555 (1996)"},{"issue":"3","key":"7_CR19","doi-asserted-by":"crossref","first-page":"24","DOI":"10.1109\/MC.2010.75","volume":"43","author":"A.C. Sodan","year":"2010","unstructured":"Sodan, A.C., Machina, J., Deshmeh, A., Macnaughton, K., Esbaugh, B.: Parallelism via multithreaded and multicore CPUs. IEEE Computer\u00a043(3), 24\u201332 (2010)","journal-title":"IEEE Computer"},{"key":"7_CR20","first-page":"555","volume-title":"Proc. of IPPS\/SPDP","author":"M.K. Sreenivas","year":"1999","unstructured":"Sreenivas, M.K., Alsabti, K., Ranka, S.: Parallel out-of-core divide-and-conquer techniques with application to classification trees. In: Proc. of IPPS\/SPDP, pp. 555\u2013562. IEEE, Los Alamitos (1999)"},{"key":"7_CR21","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1007\/3-540-45937-5_14","volume-title":"Compiler Construction","author":"W. Thies","year":"2002","unstructured":"Thies, W., Karczmarek, M., Amarasinghe, S.P.: StreamIt: A language for streaming applications. In: Horspool, R.N. (ed.) CC 2002. LNCS, vol.\u00a02304, pp. 179\u2013196. Springer, Heidelberg (2002)"},{"issue":"12","key":"7_CR22","doi-asserted-by":"publisher","first-page":"1709","DOI":"10.1016\/S0167-8191(02)00188-6","volume":"28","author":"M. Vanneschi","year":"2002","unstructured":"Vanneschi, M.: The programming model of ASSIST, an environment for parallel and distributed portable applications. Parallel Computing\u00a028(12), 1709\u20131732 (2002)","journal-title":"Parallel Computing"},{"key":"7_CR23","first-page":"198","volume-title":"Proc. of the Intl. Conf. on Data Engineering (ICDE)","author":"M. Zaki","year":"1999","unstructured":"Zaki, M., Ho, C.T., Agrawal, R.: Parallel classification for data mining on shared-memory multiprocessors. In: Proc. of the Intl. Conf. on Data Engineering (ICDE), pp. 198\u2013205. IEEE, Los Alamitos (1999)"}],"container-title":["Lecture Notes in Computer Science","Machine Learning and Knowledge Discovery in Databases"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-15880-3_7.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,24]],"date-time":"2020-11-24T02:42:06Z","timestamp":1606185726000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-15880-3_7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642158797","9783642158803"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-15880-3_7","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2010]]}}}