{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,23]],"date-time":"2026-03-23T23:10:19Z","timestamp":1774307419131,"version":"3.50.1"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319968896","type":"print"},{"value":"9783319968902","type":"electronic"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-96890-2_29","type":"book-chapter","created":{"date-parts":[[2018,7,19]],"date-time":"2018-07-19T05:27:37Z","timestamp":1531978057000},"page":"349-356","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Haze Forecasting via Deep LSTM"],"prefix":"10.1007","author":[{"given":"Fan","family":"Feng","sequence":"first","affiliation":[]},{"given":"Jikai","family":"Wu","sequence":"additional","affiliation":[]},{"given":"Wei","family":"Sun","sequence":"additional","affiliation":[]},{"given":"Yushuang","family":"Wu","sequence":"additional","affiliation":[]},{"given":"HuaKang","family":"Li","sequence":"additional","affiliation":[]},{"given":"Xingguo","family":"Chen","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,7,19]]},"reference":[{"issue":"1","key":"29_CR1","doi-asserted-by":"publisher","first-page":"182","DOI":"10.1016\/j.atmosenv.2008.09.067","volume":"43","author":"NP Hyslop","year":"2009","unstructured":"Hyslop, N.P.: Impaired visibility: the air pollution people see. Atmos. Environ. 43(1), 182\u2013195 (2009)","journal-title":"Atmos. Environ."},{"key":"29_CR2","doi-asserted-by":"publisher","first-page":"101","DOI":"10.1016\/j.envpol.2013.06.043","volume":"182","author":"Z Cheng","year":"2013","unstructured":"Cheng, Z., Wang, S., Jiang, J., Fu, Q., Chen, C., Xu, B., Yu, J., Fu, X., Hao, J.: Long-term trend of haze pollution and impact of particulate matter in the Yangtze River Delta, China. Environ. Pollut. 182, 101\u2013110 (2013)","journal-title":"Environ. Pollut."},{"issue":"23","key":"29_CR3","doi-asserted-by":"publisher","first-page":"2443","DOI":"10.1161\/CIRCULATIONAHA.106.636977","volume":"114","author":"CA Pope","year":"2006","unstructured":"Pope, C.A., Muhlestein, J.B., May, H.T., Renlund, D.G., Anderson, J.L., Horne, B.D.: Ischemic heart disease events triggered by short-term exposure to fine particulate air pollution. Circulation 114(23), 2443\u20132448 (2006)","journal-title":"Circulation"},{"issue":"9","key":"29_CR4","doi-asserted-by":"publisher","first-page":"1132","DOI":"10.1001\/jama.287.9.1132","volume":"287","author":"CA Pope III","year":"2002","unstructured":"Pope III, C.A., Burnett, R.T., Thun, M.J., Calle, E.E., Krewski, D., Ito, K., Thurston, G.D.: Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particulate air pollution. JAMA 287(9), 1132\u20131141 (2002)","journal-title":"JAMA"},{"issue":"1","key":"29_CR5","first-page":"12","volume":"41","author":"Y Zhu","year":"2016","unstructured":"Zhu, Y., Li, Q., Hou, J., Feng, X., Fan, J.: Real time prediction of PM$$_{2.5}$$ concentration based on support vector regression algorithms. Sci. Surv. Mapp. 41(1), 12\u201317 (2016)","journal-title":"Sci. Surv. Mapp."},{"issue":"2","key":"29_CR6","first-page":"44","volume":"41","author":"Y Zhu","year":"2016","unstructured":"Zhu, Y., Li, Q., Hou, J., Fan, J., Feng, X.: Spatio-temporal prediction of PM$$_{2.5}$$ concentration based on bayesian models. Sci. Surv. Mapp. 41(2), 44\u201348 (2016)","journal-title":"Sci. Surv. Mapp."},{"key":"29_CR7","doi-asserted-by":"publisher","first-page":"118","DOI":"10.1016\/j.atmosenv.2015.02.030","volume":"107","author":"X Feng","year":"2015","unstructured":"Feng, X., Li, Q., Zhu, Y., Hou, J., Jin, L., Wang, J.: Artificial neural networks forecasting of PM$$_{2.5}$$ pollution using air mass trajectory based geographic model and wavelet transformation. Atmos. Environ. 107, 118\u2013128 (2015)","journal-title":"Atmos. Environ."},{"key":"29_CR8","doi-asserted-by":"crossref","unstructured":"Nguyen, A., Yosinski, J., Clune, J.: Deep neural networks are easily fooled: high confidence predictions for unrecognizable images. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 427\u2013436 (2015)","DOI":"10.1109\/CVPR.2015.7298640"},{"key":"29_CR9","doi-asserted-by":"crossref","unstructured":"Ciregan, D., Meier, U., Schmidhuber, J.: Multi-column deep neural networks for image classification. In: 2012 IEEE Conference on Computer Vision and Pattern Recognition, CVPR, pp. 3642\u20133649. IEEE (2012)","DOI":"10.1109\/CVPR.2012.6248110"},{"key":"29_CR10","doi-asserted-by":"crossref","unstructured":"Collobert, R., Weston, J.: A unified architecture for natural language processing: deep neural networks with multitask learning. In: Proceedings of the 25th International Conference on Machine Learning, pp. 160\u2013167. ACM (2008)","DOI":"10.1145\/1390156.1390177"},{"issue":"7676","key":"29_CR11","doi-asserted-by":"publisher","first-page":"354","DOI":"10.1038\/nature24270","volume":"550","author":"D Silver","year":"2017","unstructured":"Silver, D., Schrittwieser, J., Simonyan, K., Antonoglou, I., Huang, A., Guez, A., Hubert, T., Baker, L., Lai, M., Bolton, A., et al.: Mastering the game of go without human knowledge. Nature 550(7676), 354\u2013359 (2017)","journal-title":"Nature"},{"issue":"8","key":"29_CR12","doi-asserted-by":"publisher","first-page":"1735","DOI":"10.1162\/neco.1997.9.8.1735","volume":"9","author":"S Hochreiter","year":"1997","unstructured":"Hochreiter, S., Schmidhuber, J.: Long short-term memory. Neural Comput. 9(8), 1735\u20131780 (1997)","journal-title":"Neural Comput."},{"key":"29_CR13","unstructured":"Kingma, D.P., Ba, J.: Adam: a method for stochastic optimization. arXiv preprint arXiv:1412.6980 (2014)"},{"key":"29_CR14","unstructured":"Sutskever, I., Vinyals, O., Le, Q.V.: Sequence to sequence learning with neural networks. In: Advances in Neural Information Processing Systems, pp. 3104\u20133112 (2014)"}],"container-title":["Lecture Notes in Computer Science","Web and Big Data"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-96890-2_29","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,12]],"date-time":"2024-03-12T12:25:44Z","timestamp":1710246344000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-96890-2_29"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319968896","9783319968902"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-96890-2_29","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"19 July 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"APWeb-WAIM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Macau","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23 July 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25 July 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"apwebwaim2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/conferences.cis.umac.mo\/apwebwaim2018\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}