{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,4]],"date-time":"2025-06-04T04:18:32Z","timestamp":1749010712624,"version":"3.41.0"},"publisher-location":"Cham","reference-count":23,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319429953"},{"type":"electronic","value":"9783319429960"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"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":[[2016]]},"DOI":"10.1007\/978-3-319-42996-0_11","type":"book-chapter","created":{"date-parts":[[2016,7,14]],"date-time":"2016-07-14T14:23:26Z","timestamp":1468506206000},"page":"128-140","source":"Crossref","is-referenced-by-count":0,"title":["Learning Multi-faceted Activities from Heterogeneous Data with the Product Space Hierarchical Dirichlet Processes"],"prefix":"10.1007","author":[{"given":"Thanh-Binh","family":"Nguyen","sequence":"first","affiliation":[]},{"given":"Vu","family":"Nguyen","sequence":"additional","affiliation":[]},{"given":"Svetha","family":"Venkatesh","sequence":"additional","affiliation":[]},{"given":"Dinh","family":"Phung","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,7,15]]},"reference":[{"key":"11_CR1","first-page":"993","volume":"3","author":"D Blei","year":"2003","unstructured":"Blei, D., Ng, A., Jordan, M.: Latent Dirichlet allocation. J. Mach. Learn. Res. 3, 993\u20131022 (2003)","journal-title":"J. Mach. Learn. Res."},{"issue":"3","key":"11_CR2","first-page":"699","volume":"41","author":"L Cao","year":"2011","unstructured":"Cao, L., Zhang, H., Zhao, Y., Luo, D., Zhang, C.: Combined mining: discovering informative knowledge in complex data. Trans. SMC 41(3), 699\u2013712 (2011)","journal-title":"Trans. SMC"},{"issue":"3","key":"11_CR3","doi-asserted-by":"crossref","first-page":"413","DOI":"10.1007\/s00779-011-0489-7","volume":"17","author":"TMT Do","year":"2013","unstructured":"Do, T.M.T., Gatica-Perez, D.: Human interaction discovery in smartphone proximity networks. Pers. Ubiquit. Comput. 17(3), 413\u2013431 (2013)","journal-title":"Pers. Ubiquit. Comput."},{"doi-asserted-by":"crossref","unstructured":"Dousse, O., Eberle, J., Mertens, M.: Place learning via direct wifi fingerprint clustering. In: Mobile Data Management (MDM), pp. 282\u2013287. IEEE (2012)","key":"11_CR4","DOI":"10.1109\/MDM.2012.46"},{"issue":"430","key":"11_CR5","doi-asserted-by":"crossref","first-page":"577","DOI":"10.1080\/01621459.1995.10476550","volume":"90","author":"M Escobar","year":"1995","unstructured":"Escobar, M., West, M.: Bayesian density estimation and inference using mixtures. J. Am. Stat. Assoc. 90(430), 577\u2013588 (1995)","journal-title":"J. Am. Stat. Assoc."},{"issue":"5814","key":"11_CR6","doi-asserted-by":"crossref","first-page":"972","DOI":"10.1126\/science.1136800","volume":"315","author":"BJ Frey","year":"2007","unstructured":"Frey, B.J., Dueck, D.: Clustering by passing messages between data points. Science 315(5814), 972\u2013976 (2007). http:\/\/www.sciencemag.org\/content\/315\/5814\/972","journal-title":"Science"},{"key":"11_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"343","DOI":"10.1007\/978-3-319-18038-0_27","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"V Huynh","year":"2015","unstructured":"Huynh, V., Phung, D., Nguyen, L., Venkatesh, S., Bui, H.H.: Learning conditional latent structures from multiple data sources. In: Cao, T., Lim, E.-P., Zhou, Z.-H., Ho, T.-B., Cheung, D., Motoda, H. (eds.) PAKDD 2015. LNCS, vol. 9077, pp. 343\u2013354. Springer, Heidelberg (2015)"},{"unstructured":"Kulis, B., Jordan, M.I.: Revisiting k-means: new algorithms via bayesian nonparametrics. In: Proceedings of the ICML (2012)","key":"11_CR8"},{"doi-asserted-by":"crossref","unstructured":"Laurila, J.K., Gatica-Perez, D., Aad, I., Bornet, O., Do, T.M.T., Dousse, O., Eberle, J., Miettinen, M., et al.: The mobile data challenge: big data for mobile computing research. In: Pervasive Computing (2012)","key":"11_CR9","DOI":"10.1016\/j.pmcj.2013.10.001"},{"issue":"6755","key":"11_CR10","doi-asserted-by":"crossref","first-page":"788","DOI":"10.1038\/44565","volume":"401","author":"DD Lee","year":"1999","unstructured":"Lee, D.D., Seung, H., et al.: Learning the parts of objects by non-negative matrix factorization. Nature 401(6755), 788\u2013791 (1999)","journal-title":"Nature"},{"unstructured":"Liang, P., Petrov, S., Jordan, M.I., Klein, D.: The infinite PCFG using hierarchical dirichlet processes. In: EMNLP 2007, pp. 688\u2013697 (2007)","key":"11_CR11"},{"key":"11_CR12","doi-asserted-by":"crossref","first-page":"958","DOI":"10.1080\/01621459.1994.10476829","volume":"89","author":"J Liu","year":"1994","unstructured":"Liu, J.: The collapsed Gibbs sampler in Bayesian computations with applications to a gene regulation problem. Am. Stat. Assoc. 89, 958\u2013966 (1994)","journal-title":"Am. Stat. Assoc."},{"key":"11_CR13","volume-title":"Finite Mixture Models","author":"G McLachlan","year":"2004","unstructured":"McLachlan, G., Peel, D.: Finite Mixture Models. Wiley, New York (2004)"},{"doi-asserted-by":"crossref","unstructured":"Nguyen, T.C., Phung, D., Gupta, S., Venkatesh, S.: Extraction of latent patterns and contexts from social honest signals using hierarchical Dirichlet processes. In: PERCOM, pp. 47\u201355 (2013)","key":"11_CR14","DOI":"10.1109\/PerCom.2013.6526713"},{"doi-asserted-by":"crossref","unstructured":"Nguyen, T.B., Nguyen, T.C., Luo, W., Venkatesh, S., Phung, D.: Unsupervised inference of significant locations from wifi data for understanding human dynamics. In: Proceedings of MUM 2014, pp. 232\u2013235 (2014)","key":"11_CR15","DOI":"10.1145\/2677972.2677997"},{"unstructured":"Nguyen, T., Phung, D., Venkatesh, S., Nguyen, X., Bui, H.: Bayesian nonparametric multilevel clustering with group-level contexts. In: ICML, pp. 288\u2013296 (2014)","key":"11_CR16"},{"key":"11_CR17","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"330","DOI":"10.1007\/978-3-319-18038-0_26","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"V Nguyen","year":"2015","unstructured":"Nguyen, V., Phung, D., Venkatesh, S., Bui, H.H.: A Bayesian nonparametric approach to multilevel regression. In: Cao, T., Lim, E.-P., Zhou, Z.-H., Ho, T.-B., Cheung, D., Motoda, H. (eds.) PAKDD 2015. LNCS, vol. 9077, pp. 330\u2013342. Springer, Heidelberg (2015)"},{"issue":"1","key":"11_CR18","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1016\/j.physa.2006.11.046","volume":"378","author":"A Pentland","year":"2007","unstructured":"Pentland, A.: Automatic mapping and modeling of human networks. Phys. A: Stat. Mech. Appl. 378(1), 59\u201367 (2007)","journal-title":"Phys. A: Stat. Mech. Appl."},{"unstructured":"Phung, D., Nguyen, X., Bui, H., Nguyen, T., Venkatesh, S.: Conditionally dependent Dirichlet processes for modelling naturally correlated data sources. Technical report, Pattern Recognition and Data Analytics, Deakin University (2012)","key":"11_CR19"},{"doi-asserted-by":"crossref","unstructured":"Ren, L., Dunson, D.B., Carin, L.: The dynamic hierarchical Dirichlet process. In: Proceedings of the 25th ICML 2008, pp. 824\u2013831. ACM, New York (2008)","key":"11_CR20","DOI":"10.1145\/1390156.1390260"},{"issue":"5","key":"11_CR21","doi-asserted-by":"crossref","first-page":"22","DOI":"10.1109\/65.313011","volume":"8","author":"BN Schilit","year":"1994","unstructured":"Schilit, B.N., Theimer, M.M.: Disseminating active map information to mobile hosts. IEEE Netw. 8(5), 22\u201332 (1994)","journal-title":"IEEE Netw."},{"issue":"476","key":"11_CR22","doi-asserted-by":"crossref","first-page":"1566","DOI":"10.1198\/016214506000000302","volume":"101","author":"Y Teh","year":"2006","unstructured":"Teh, Y., Jordan, M., Beal, M., Blei, D.: Hierarchical Dirichlet processes. J. Am. Stat. Assoc. 101(476), 1566\u20131581 (2006)","journal-title":"J. Am. Stat. Assoc."},{"doi-asserted-by":"crossref","unstructured":"Zhang, J., Song, Y., Zhang, C., Liu, S.: Evolutionary hierarchical dirichlet processes for multiple correlated time-varying corpora. In: SIGKDD, pp. 1079\u20131088 (2010)","key":"11_CR23","DOI":"10.1145\/1835804.1835940"}],"container-title":["Lecture Notes in Computer Science","Trends and Applications in Knowledge Discovery and Data Mining"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-42996-0_11","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,4]],"date-time":"2025-06-04T01:07:48Z","timestamp":1748999268000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-42996-0_11"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319429953","9783319429960"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-42996-0_11","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]}}}