{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T11:43:13Z","timestamp":1725882193229},"publisher-location":"Singapore","reference-count":11,"publisher":"Springer Singapore","isbn-type":[{"type":"print","value":"9789811041532"},{"type":"electronic","value":"9789811041549"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-981-10-4154-9_62","type":"book-chapter","created":{"date-parts":[[2017,3,17]],"date-time":"2017-03-17T00:29:21Z","timestamp":1489710561000},"page":"533-543","source":"Crossref","is-referenced-by-count":0,"title":["Stepwise Structure Learning Using Probabilistic Pruning for Bayesian Networks: Improving Efficiency and Comparing Characteristics"],"prefix":"10.1007","author":[{"given":"Godai","family":"Azuma","sequence":"first","affiliation":[]},{"given":"Daisuke","family":"Kitakoshi","sequence":"additional","affiliation":[]},{"given":"Masato","family":"Suzuki","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,3,18]]},"reference":[{"key":"62_CR1","doi-asserted-by":"crossref","first-page":"43","DOI":"10.1016\/S0004-3702(02)00191-1","volume":"137","author":"J Cheng","year":"2002","unstructured":"Cheng, J., Greiner, R., Kelly, J., Bell, D., Liu, W.: Learning Bayesian networks from data: an information-theory based approach. Artif. Intell. 137, 43\u201390 (2002)","journal-title":"Artif. Intell."},{"key":"62_CR2","doi-asserted-by":"crossref","first-page":"912","DOI":"10.1109\/34.537345","volume":"18","author":"P Larranaga","year":"1996","unstructured":"Larranaga, P., Poza, M., Yurramendi, Y., Murga, R.H., Kuijpers, C.M.H.: Structure learning of bayesian networks by genetic algorithms: a performance analysis of control parameters. IEEE TPAMI 18, 912\u2013926 (1996)","journal-title":"IEEE TPAMI"},{"key":"62_CR3","doi-asserted-by":"crossref","unstructured":"Fung, R., Chang, K.: Weighing and integrating evidence for stochastic simulation in bayesian networks. In: 5th Annual Conference on Uncertainty in Artificial Intelligence (UAI 1989), pp. 209\u2013219. Elsevier Science (1989)","DOI":"10.1016\/B978-0-444-88738-2.50023-3"},{"key":"62_CR4","volume-title":"Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference","author":"J Pearl","year":"1988","unstructured":"Pearl, J.: Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference. Morgan Kaufmann, Burlingto (1988)"},{"key":"62_CR5","unstructured":"Fukui, H., Kitakoshi, D.: Prior knowledge-based stepwise structure learning of bayesian networks (in japanese). IEICE Technical report, vol. 108, pp. 55\u201360 (2009)"},{"key":"62_CR6","unstructured":"Nishiyama, H., Kitakoshi, D., Suzuki, M.: A study on appropriate parameter settings in a stepwise structure learning for bayesian networks (in japanese). In: Proceeding 38th SICE Symposium on Intelligent Systems, pp. 79\u201384 (2011)"},{"key":"62_CR7","unstructured":"Kitakoshi, D., Azuma, G., Suzuki, M.: Improving learning speed in stepwise structure learning method for bayesian networks by using probabilistic pruning (in japanese). IPSJ SIG Technical report, vol. 2016-ICS-182, pp. 1\u20136 (2016)"},{"key":"62_CR8","volume-title":"Algorithms for Clustering Data","author":"AK Jain","year":"1988","unstructured":"Jain, A.K., Dubes, R.C.: Algorithms for Clustering Data. Prentice Hall, Upper Saddle River (1988)"},{"key":"62_CR9","doi-asserted-by":"crossref","first-page":"671","DOI":"10.1126\/science.220.4598.671","volume":"220","author":"S Kirkpatrick","year":"1983","unstructured":"Kirkpatrick, S., Gelatt, C.D., Vecchi, M.P.: Optimization by simulated annealing. Science 220, 671\u2013680 (1983)","journal-title":"Science"},{"key":"62_CR10","unstructured":"Marco, S.: bnlearn (2016). www.bnlearn.com\/bnrepository\/"},{"key":"62_CR11","volume-title":"Stochastic Complexity in Statistical Inquiry","author":"J Rissanen","year":"1989","unstructured":"Rissanen, J.: Stochastic Complexity in Statistical Inquiry. World Scientific Publishing Co., Singapore (1989)"}],"container-title":["Lecture Notes in Electrical Engineering","Information Science and Applications 2017"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-10-4154-9_62","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,19]],"date-time":"2019-09-19T17:35:41Z","timestamp":1568914541000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-981-10-4154-9_62"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9789811041532","9789811041549"],"references-count":11,"URL":"https:\/\/doi.org\/10.1007\/978-981-10-4154-9_62","relation":{},"ISSN":["1876-1100","1876-1119"],"issn-type":[{"type":"print","value":"1876-1100"},{"type":"electronic","value":"1876-1119"}],"subject":[],"published":{"date-parts":[[2017]]}}}