涓昏浜猴細闄堢帀鏃哄崥澹?br />銆€銆€鏃墮棿錛?017騫?0鏈?3鏃?4錛?0
銆€銆€鍦扮偣錛氭満鐢靛闄話浠崡妤?07-2
銆€銆€嬈㈣繋騫垮ぇ甯堢敓鍙傚姞錛?br />銆€銆€Title: Decision analytics using data-driven modelling and evidential reasoning
Abstract:
銆€銆€Decision analytics allow individuals and organizations to transform data and combine evidence to support informed decision making. However, most real-world decision making problems are often characterised by different types of information. In this talk, I will give an introduction to the evidential reasoning (ER) rule and the belief rule based (BRB) methodology in the context of decision analytics under uncertainties. The ER rule constitutes a generic conjunctive probabilistic reasoning process and generalises Dempster鈥檚 rule and Bayesian inference, while the BRB methodology shares functionalities with Bayesian network through combining the ER algorithm and belief IF-THEN rules. Examples and real-world applications will briefly discussed.
Biography:
銆€銆€闄堢帀鏃?Yu-wang Chen)鍗氬＋錛屼簬2008騫村湪涓婃搗浜ら€氬ぇ瀛﹁嚜鍔ㄥ寲緋繪帶鍒剁瀛︿笌宸ョ▼涓撲笟鑾峰伐瀛﹀崥澹浣嶏紝鐜頒負鑻卞浗鏇煎交鏂壒澶у鍐崇瓥縐戝楂樼駭璁插笀(Senior Lecturer/ Associate Professor in Decision Sciences)銆傛鍓?008騫磋嚦2011騫村垎鍒湪棣欐腐嫻鎬細澶у璁＄畻鏈虹郴鍜岃嫳鍥芥浖褰繪柉鐗瑰ぇ瀛﹀喅絳栦笌璁ょ煡縐戝鐮旂┒涓績寮€灞曞崥澹悗鐮旂┒銆?011騫?鏈堝湪嬈ф床縐戞妧鍚堜綔璁″垝(European COST)璧勫姪涓嬩換瑗跨彮鐗橫alaga澶уVisiting Scholar銆傚叾涓昏鐮旂┒棰嗗煙涓哄喅絳栧垎鏋愩€佹渶浼樺寲鏂規硶銆侀闄╁垎鏋愬拰渚涘簲閾劇鐞嗙瓑銆傝繎騫存潵浣滀負欏圭洰璐熻矗浜烘垨涓昏瀹屾垚浜烘壙鎷呭畬鎴怑PSRC, ERC, NSFC絳夎祫鍔╃殑澶氶」縐戠爺欏圭洰銆傚茍鍦‥JOR, C&OR, IEEE T-SMC, IS絳夋湡鍒婂拰浼氳涓婂彂琛ㄤ簡瀛︽湳璁烘枃40浣欑瘒銆傚茍鎷呬換澶氫釜鍥介檯鏈熷垔鐨勫壇涓葷紪鎴栫紪濮旓紝鍖呮嫭Decision Analytics錛學eb Intelligence鍜孖nternational Journal of Productivity and Performance Management銆?br />銆€銆€Dr. Yu-Wang Chen is Senior lecturer in decision sciences at the University of Manchester. Prior to his current appointment, he was a postdoctoral research associate and then appointed as a lecturer at 2011 at the Decision and Cognitive Sciences (DCS) research centre of the University of Manchester, and a postdoctoral research fellow at the Department of Computer Science, Hong Kong Baptist University. He received the PhD degree in control and system engineering from the Department of Automation, Shanghai Jiao Tong University in 2008.
銆€銆€He has published over 40 papers in journals and conferences, such as European Journal of Operational Research, Computers & Operation Research, Information Sciences and IEEE T-SMC. He holds and has completed as PI/Co-I several research projects funded by ERC, UK EPSRC, NSFC, etc. He is serving and served as associate editor of Journal of Decision Analytics, Web Intelligence and Agent Systems: An International Journal, editorial board member of International Journal of Productivity and Performance Management, special session organiser or programme committee member of a series of conferences, and UK ESPRC peer review member. His current research interests are mainly in the areas of decision analysis under uncertainties, modelling and optimization of complex systems, and risk analysis in supply chains.
