<html><head><meta http-equiv="Content-Type" content="text/html charset=us-ascii"></head><body style="word-wrap: break-word; -webkit-nbsp-mode: space; -webkit-line-break: after-white-space;" class=""><div class="" style="font-family: 'Helvetica Neue'; font-size: 13px;"><span class="" style="font-size: 17px;"><span class="" style="font-family: Helvetica;">Dear Adapters,</span></span></div><div class="" style="font-family: 'Helvetica Neue'; font-size: 13px;"><br class=""></div><div class="" style="font-family: 'Helvetica Neue'; font-size: 13px;"><span class="" style="font-size: 17px;">The two most important commodities are time and energy but traffic congestion wastes both. Thus, traffic flow prediction has been a hot topic in many disciplines such as transportation science, civil engineering, policy planning, and operations research. </span></div><div class="" style="font-family: 'Helvetica Neue'; font-size: 13px;"><span class="" style="font-size: 17px;"><br class=""></span></div><div class="" style="font-family: 'Helvetica Neue'; font-size: 13px;"><span class="" style="font-size: 17px;">For the first time, real-time high-fidelity spatiotemporal data on transportation networks of major cities have become available.Therefore, we can implement data mining techniques to predict traffic behaviours.</span></div><div class="" style="font-family: 'Helvetica Neue'; font-size: 13px;"><span class="" style="font-size: 17px;"><br class=""></span></div><div class="" style="font-family: 'Helvetica Neue'; font-size: 13px;"><span class="" style="font-size: 17px;">Tomorrow I'</span><span class="" style="font-size: 17px;">ll introduce three </span><span class="" style="font-size: 17px;">time series based</span><span class="" style="font-size: 17px;"> models to address the problem: ARIMA, HAM and H-ARIMA. </span><span class="" style="font-size: 17px;"><span class="" style="font-family: Helvetica;">Our seminar will take place at 4:30 pm at SEIEE 3-528 </span></span><span class="" style="font-family: Helvetica; font-size: 17px;">tomorrow</span><span class="" style="font-size: 17px;"><span class="" style="font-family: Helvetica;"> as usual.</span></span></div><div class="" style="font-family: 'Helvetica Neue'; font-size: 13px;"><div class=""><span class="" style="font-size: 17px;"><br class="" style="font-family: Helvetica;"></span></div></div><div class="" style="font-family: 'Helvetica Neue'; font-size: 13px;"><span class="" style="font-size: 17px;"><span class="" style="font-family: Helvetica;">Regards,</span></span></div><div class="" style="font-family: 'Helvetica Neue'; font-size: 13px;"><span class="" style="font-size: 17px;"><span class="" style="font-family: Helvetica;"><br class=""></span></span></div><div class="" style="font-size: 17px;">Bill (Yuchen Lin)</div><div class="" style="font-size: 17px;"><a href="mailto:yuchenlin@sjtu.edu.cn" class="">yuchenlin@sjtu.edu.cn</a></div><div class="" style="font-size: 17px;">+86 131-2088-9217</div></body></html>