{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,22]],"date-time":"2025-11-22T11:14:50Z","timestamp":1763810090843,"version":"3.40.3"},"publisher-location":"Cham","reference-count":26,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030223533"},{"type":"electronic","value":"9783030223540"}],"license":[{"start":{"date-parts":[[2019,6,21]],"date-time":"2019-06-21T00:00:00Z","timestamp":1561075200000},"content-version":"tdm","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":[[2020]]},"DOI":"10.1007\/978-3-030-22354-0_21","type":"book-chapter","created":{"date-parts":[[2019,6,20]],"date-time":"2019-06-20T07:02:51Z","timestamp":1561014171000},"page":"224-236","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":45,"title":["An Intelligent Predictive Analytics System for Transportation Analytics on Open Data Towards the Development of a Smart City"],"prefix":"10.1007","author":[{"given":"Abdul-Rasheed A.","family":"Audu","sequence":"first","affiliation":[]},{"given":"Alfredo","family":"Cuzzocrea","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7541-9127","authenticated-orcid":false,"given":"Carson K.","family":"Leung","sequence":"additional","affiliation":[]},{"given":"Keaton A.","family":"MacLeod","sequence":"additional","affiliation":[]},{"given":"Nibrasul I.","family":"Ohin","sequence":"additional","affiliation":[]},{"given":"Nad\u00e8ge C.","family":"Pulgar-Vidal","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,6,21]]},"reference":[{"key":"21_CR1","doi-asserted-by":"crossref","unstructured":"Bellatreche, L., Leung, C., Xia, Y., Elbaz, D.: Advances in cloud and big data computing. Concurrency Comput. Prac. Exp. 31(2), e5053:1\u2013e5053:3 (2019)","DOI":"10.1002\/cpe.5053"},{"key":"21_CR2","doi-asserted-by":"crossref","unstructured":"Hoi, C.S.H., Khowaja, D., Leung, C.K.: Constrained frequent pattern mining from big data via crowdsourcing. In: BigDAS 2017. AISC, vol. 770, pp.\u00a069\u201379 (2017)","DOI":"10.1007\/978-981-13-0695-2_9"},{"key":"21_CR3","doi-asserted-by":"crossref","unstructured":"Leung, C.K.: Big data analysis and mining. In: Advanced Methodologies and Technologies in Network Architecture, Mobile Computing, and Data Analytics, pp. 15\u201327 (2019)","DOI":"10.4018\/978-1-5225-7598-6.ch002"},{"key":"21_CR4","doi-asserted-by":"crossref","unstructured":"Leung, C.K., Deng, D., Hoi, C.S.H., Lee, W.: Constrained big data mining in an edge computing environment. In: BigDAS 2017. AISC, vol. 770, pp.\u00a061\u201368 (2017)","DOI":"10.1007\/978-981-13-0695-2_8"},{"key":"21_CR5","doi-asserted-by":"crossref","unstructured":"Leung, C.K., Hoi, C.S.H., Pazdor, A.G.M., Wodi, B.H., Cuzzocrea, A.: Privacy-preserving frequent pattern mining from big uncertain data. In: IEEE BigData 2018, pp. 5101\u20135110 (2018)","DOI":"10.1109\/BigData.2018.8622260"},{"key":"21_CR6","doi-asserted-by":"crossref","unstructured":"Abdalaal, R.M., Ho, C.N.M., Leung, C.K., Ohin, N.I., Ur-Rehman, S.H.: A remotely control dimming system for LED lamps with power factor correction. In: IEEE ECCE 2018, pp. 4721\u20134727 (2018)","DOI":"10.1109\/ECCE.2018.8557944"},{"key":"21_CR7","doi-asserted-by":"crossref","unstructured":"Barkwell, K.E., Cuzzocrea, A., Leung, C.K., Ocran, A.A., Sanderson, J.M., Stewart, J.A., Wodi, B.H.: Big data visualisation and visual analytics for music data mining. In: IV 2018, pp. 235\u2013240 (2018)","DOI":"10.1109\/iV.2018.00048"},{"key":"21_CR8","doi-asserted-by":"crossref","unstructured":"Camara, R.C., Cuzzocrea, A., Grasso, G.M., Leung, C.K., Powell, S.B., Souza, J., Tang, B.: Fuzzy logic-based data analytics on predicting the effect of hurricanes on the stock market. In: FUZZ-IEEE 2018, pp. 576\u2013583 (2018)","DOI":"10.1109\/FUZZ-IEEE.2018.8491523"},{"key":"21_CR9","doi-asserted-by":"crossref","unstructured":"Cox, T.S., Hoi, C.S.H., Leung, C.K., Marofke, C.R.: An accurate model for hurricane trajectory prediction. In: IEEE COMPSAC 2018, vol. 2, pp. 534\u2013539 (2018)","DOI":"10.1109\/COMPSAC.2018.10290"},{"key":"21_CR10","doi-asserted-by":"crossref","unstructured":"Leung, C.K., Jiang, F., Souza, J.: Web page recommendation from sparse big web data. In: IEEE\/WIC\/ACM WI 2018, pp. 592\u2013597 (2018)","DOI":"10.1109\/WI.2018.00-32"},{"key":"21_CR11","doi-asserted-by":"crossref","unstructured":"Aoki, E., Otsuka, S., Ikenaga, T., Yatsuzuka, M., Tokiwa, K.: Study on regional transportation linkage system that enables efficient and safe movement utilizing LPWA. In: CISIS 2018. AISC, vol. 772, pp. 968\u2013977 (2018)","DOI":"10.1007\/978-3-319-93659-8_90"},{"key":"21_CR12","doi-asserted-by":"crossref","unstructured":"Rajput, P., Toshniwal, D., Agggarwal, A.: Improving infrastructure for transportation systems using clustering. In: BDA 2017. LNCS, vol. 10721, pp. 129\u2013143 (2017)","DOI":"10.1007\/978-3-319-72413-3_9"},{"issue":"19","key":"21_CR13","doi-asserted-by":"publisher","first-page":"7297","DOI":"10.1021\/es900213p","volume":"43","author":"C Kennedy","year":"2009","unstructured":"Kennedy, C., Steinberger, J., Gasson, B., Hansen, Y., Hillman, T., Havr\u00e1nek, M., Pataki, D., Phdungsilp, A., Ramaswami, A., Mendez, G.V.: Greenhouse gas emissions from global cities. Environ. Sci. Technol. 43(19), 7297\u20137302 (2009)","journal-title":"Environ. Sci. Technol."},{"issue":"3","key":"21_CR14","doi-asserted-by":"publisher","first-page":"193","DOI":"10.1016\/j.tranpol.2007.01.001","volume":"14","author":"C Morency","year":"2007","unstructured":"Morency, C., Tr\u00e9panier, M., Agard, B.: Measuring transit use variability with smart-card data. Transp. Policy 14(3), 193\u2013203 (2007)","journal-title":"Transp. Policy"},{"key":"21_CR15","doi-asserted-by":"crossref","unstructured":"Ba\u00f1eres, D., Serra, M.: On the design of a system to predict student\u2019s success. In: CISIS 2018. AISC, vol. 772, pp. 274\u2013286 (2018)","DOI":"10.1007\/978-3-319-61566-0_26"},{"key":"21_CR16","doi-asserted-by":"crossref","unstructured":"Chen, R., Tong, Y., Yang, J., Wu, M.: Residual reconstruction algorithm based on sub-pixel multi-hypothesis prediction for distributed compressive video sensing. In: CISIS 2018. AISC, vol. 772, pp. 599\u2013605 (2018)","DOI":"10.1007\/978-3-319-93659-8_54"},{"key":"21_CR17","doi-asserted-by":"crossref","unstructured":"Khan, M., Javaid, N., Iqbal, M.N., Bilal, M., Zaidi, S.F.A., Raza, R.A.: Load prediction based on multivariate time series forecasting for energy consumption and behavioral analytics. In: CISIS 2018. AISC, vol. 772, pp. 305\u2013316 (2018)","DOI":"10.1007\/978-3-319-93659-8_27"},{"key":"21_CR18","doi-asserted-by":"crossref","unstructured":"Kulla, E., Morita, S., Katayama, K., Barolli, L.: Route lifetime prediction method in VANET by using AODV Routing Protocol (AODV-LP). In: CISIS 2018. AISC, vol. 772, pp.\u00a03\u201311 (2018)","DOI":"10.1007\/978-3-319-93659-8_1"},{"key":"21_CR19","doi-asserted-by":"crossref","unstructured":"Phankokkruad, M., Wacharawichanant, S.: Prediction of mechanical properties of polymer materials using extreme gradient boosting on high molecular weight polymers. In: CISIS 2018. AISC, vol. 772, pp. 375\u2013385 (2018)","DOI":"10.1007\/978-3-319-93659-8_33"},{"issue":"1","key":"21_CR20","doi-asserted-by":"publisher","first-page":"62","DOI":"10.3141\/2034-08","volume":"2034","author":"D Sun","year":"2007","unstructured":"Sun, D., Luo, H., Fu, L., Liu, W., Liao, X., Zhao, M.: Predicting bus arrival time on the basis of global positioning system data. Transp. Res. Rec. 2034(1), 62\u201372 (2007)","journal-title":"Transp. Res. Rec."},{"issue":"11","key":"21_CR21","doi-asserted-by":"publisher","first-page":"1133","DOI":"10.1061\/(ASCE)TE.1943-5436.0000589","volume":"139","author":"Y Lin","year":"2013","unstructured":"Lin, Y., Yang, X., Zou, N., Jia, L.: Real-time bus arrival time prediction: case study for Jinan. China J. Transport. Eng. 139(11), 1133\u20131140 (2013)","journal-title":"China J. Transport. Eng."},{"issue":"6","key":"21_CR22","doi-asserted-by":"publisher","first-page":"608","DOI":"10.1061\/(ASCE)0733-947X(2003)129:6(608)","volume":"129","author":"SI Chien","year":"2003","unstructured":"Chien, S.I., Kuchipudi, C.M.: Dynamic travel time prediction with real-time and historic data. J. Transport. Eng. 129(6), 608\u2013616 (2003)","journal-title":"J. Transport. Eng."},{"key":"21_CR23","doi-asserted-by":"crossref","unstructured":"Korm\u00e1ksson, M., Barbosa, L., Vieira, M.R., Zadrozny, B.: Bus travel time predictions using additive models. In: IEEE ICDM 2014, pp. 875\u2013880 (2014)","DOI":"10.1109\/ICDM.2014.107"},{"issue":"1","key":"21_CR24","doi-asserted-by":"publisher","first-page":"41","DOI":"10.5038\/2375-0901.7.1.3","volume":"7","author":"A Shalaby","year":"2004","unstructured":"Shalaby, A., Farhan, A.: Prediction model of bus arrival and departure times using AVL and APC data. J. Public Transport. 7(1), 41\u201361 (2004)","journal-title":"J. Public Transport."},{"issue":"1","key":"21_CR25","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1049\/iet-its:20080013","volume":"3","author":"L Vanajakshi","year":"2009","unstructured":"Vanajakshi, L., Subramanian, S.C., Sivanandan, R.: Travel time prediction under heterogeneous traffic conditions using global positioning system data from buses. IET Intel. Transport. Syst. 3(1), 1\u20139 (2009)","journal-title":"IET Intel. Transport. Syst."},{"issue":"6","key":"21_CR26","doi-asserted-by":"publisher","first-page":"664","DOI":"10.1061\/(ASCE)0733-947X(2003)129:6(664)","volume":"129","author":"BM Williams","year":"2003","unstructured":"Williams, B.M., Hoel, L.A.: Modeling and forecasting vehicle traffic flow as a seasonal ARIMA process: theoretical basis and empirical results. J. Transport. Eng. 129(6), 664\u2013672 (2003)","journal-title":"J. Transport. Eng."}],"container-title":["Advances in Intelligent Systems and Computing","Complex, Intelligent, and Software Intensive Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-22354-0_21","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,28]],"date-time":"2019-06-28T21:36:25Z","timestamp":1561757785000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-22354-0_21"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,6,21]]},"ISBN":["9783030223533","9783030223540"],"references-count":26,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-22354-0_21","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2019,6,21]]},"assertion":[{"value":"21 June 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CISIS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Conference on Complex, Intelligent, and Software Intensive Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Sydney, NSW","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Australia","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 July 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 July 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"coisis2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}