Keli Xiao Ph D Stony Brook University-Books Pdf

Keli Xiao Ph D Stony Brook University
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Professional Positions,Book Editorship, Field Editor The Mobile Economy Section in Encyclopedia of GIS 2nd Edition ISBN 978. 3 319 17886 8 Springer 2017,Journal Editorship, Associate Editor IEEE Access ISSN 21693536 Impact Factor 4 098 2019 present. Honors and Awards,ACM Senior Member 2019,IEEE Senior Member 2018. ACM SIGKDD Best Paper Nominee 2018, Distinguished Speaker Award University of Science and Technology of China 2018. Fisher Long Whitcomb Teaching Excellence Award Rutgers University 2013. Beta Gamma Sigma Honors Society 2013, Scholarship for Academic Excellence Wuhan University of Technology 2005.
Book Chapters,Corresponding author, 1 Keli Xiao and Li Zhang 2017 Financial Asset Analysis with Mobile GIS In Shekhar S. Xiong H Zhou X Eds Encyclopedia of GIS 2nd Edition Springer. Journal Articles,Corresponding author,Alphabetical authorship or joint first author. 2 Keli Xiao Zeyang Ye Lihao Zhang Wenjun Zhou Yong Ge and Yuefan Deng 2019. Multi User Mobile Sequential Recommendation for Route Optimization ACM Transactions. on Knowledge Discovery from Data TKDD forthcoming, 3 Frank J Fabozzi and Keli Xiao 2019 The Timeline Estimation of Bubbles The Case of. Real Estate Real Estate Economics 27 2 564 594, 4 Zeyang Ye Keli Xiao Yong Ge and Yuefan Deng 2019 Applying Simulated Annealing. and Parallel Computing to the Mobile Sequential Recommendation IEEE Transactions on. Knowledge and Data Engineering TKDE 31 2 243 256, 5 Jinwen Sun Keli Xiao Chuanren Liu Wenjun Zhou and Hui Xiong 2019 Exploiting Intra.
day Patterns for Market Shock Prediction A Machine Learning Approach Expert Systems. with Applications 127 272 281, Real Estate Economics is the premier journal on real estate topics. IEEE Transactions on Knowledge and Data Engineering TKDE is the premier journal on data mining topics. 6 Keli Xiao Qi Liu Chuanren Liu and Hui Xiong 2018 Price Shock Detection With an. Influence Based Model of Social Attention ACM Transactions on Management Informa. tion Systems TMIS 9 1 2, 7 Wenjun Zhou Hui Xiong Lian Duan Keli Xiao and Robert Mee 2018 Paradoxical Correlation. Pattern Mining IEEE Transactions on Knowledge and Data Engineering TKDE 30. 8 1561 1574, 8 Frank J Fabozzi and Keli Xiao 2017 Explosive Rents The Real Estate Market Dynamics. in Exuberance Quarterly Review of Economics and Finance 66 100 107. 9 Chuanren Liu Hui Xiong Spiros Papadimitriou Yong Ge and Keli Xiao 2017 A Proactive. Workflow Model for Healthcare Operation and Management IEEE Transactions on Knowl. edge and Data Engineering TKDE 29 3 586 598, 10 Hao Chen Keli Xiao Jinwen Sun and Song Wu 2017 A Double Layer Neural Network Frame. work for High Frequency Forecasting ACM Transactions on Management Information. Systems TMIS 7 4 11, 11 Liuzhi Yin Yong Ge Keli Xiao Xuehua Wang and Xiaojun Quan 2013 Feature Selection for.
High Dimensional Imbalanced Data Neurocomputing 105 3 11. 12 Jinlin Chen and Keli Xiao 2010 BISC A Bitmap Itemset Support Counting Approach for. Efficient Frequent Itemset Mining ACM Transactions on Knowledge Discovery from. Data TKDD 4 3 12,Refereed Conference Proceedings, Conference ranking A A B C and other where A is the best. Corresponding author, 13 Lihao Zhang Zeyang Ye Keli Xiao and Bo Jin 2019 A Parallel Simulated Annealing. Enhancement of the Optimal Matching Heuristic for Ridesharing In Proceedings of the 19th. IEEE International Conference on Data Mining ICDM 2019 IEEE Beijing China. accepted Conference Ranking A, 14 Pengzhan Guo Zeyang Ye and Keli Xiao 2019 A Weighted Aggregating SGD for Scalable. Parallelization in Deep Learning In Proceedings of the 19th IEEE International Confer. ence on Data Mining ICDM 2019 IEEE Beijing China accepted Conference Ranking. 15 Shibo Yao Dantong Yu and Keli Xiao 2019 Enhancing Domain Word Embedding via Latent. Semantic Imputation In Proceedings of the 25th ACM SIGKDD International Confer. ence on Knowledge Discovery and Data Mining KDD 2019 ACM Anchorage AK. USA 557 565 Conference Ranking A, 16 Qingxin Meng Hengshu Zhu Keli Xiao Le Zhang and Hui Xiong 2019 A Hierarchical. Career Path Aware Neural Network for Job Mobility Prediction In Proceedings of the 25th. ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. KDD 2019 ACM Anchorage AK USA 14 24 Conference Ranking A. The ranking was created by the Australian Computing Research and Education Association CORE. ACM SIGKDD International Conference on Knowledge and Data Mining KDD is the premier conference on. data mining topics, 17 Liang Zhang Keli Xiao Hengshu Zhu Chuanren Liu Jingyuan Yang and Bo Jin 2018.
CADEN A Context Aware Deep Embedding Network for Financial Opinions Mining In Pro. ceedings of the 18th IEEE International Conference on Data Mining ICDM 2018. IEEE Singapore 757 766 Conference Ranking A, 18 Qingxin Meng Hengshu Zhu Keli Xiao and Hui Xiong 2018 Intelligent Salary Benchmarking. for Talent Recruitment A Holistic Matrix Factorization Approach In Proceedings of the 18th. IEEE International Conference on Data Mining ICDM 2018 IEEE Singapore 337. 346 Conference Ranking A, 19 Zeyang Ye Keli Xiao and Yuefan Deng 2018 A Unified Theory of the Mobile Sequential. Recommendation Problem In Proceedings of the 18th IEEE International Conference. on Data Mining ICDM 2018 IEEE Singapore 1380 1385 Conference Ranking A. 20 Zeyang Ye Lihao Zhang Keli Xiao Wenjun Zhou Yong Ge and Yuefan Deng 2018 Multi. User Mobile Sequential Recommendation An Efficient Parallel Computing Paradigm In Pro. ceedings of the 24th ACM SIGKDD International Conference on Knowledge Discov. ery and Data Mining KDD 2018 ACM London UK 2624 2633 Conference Ranking. Best Paper Nominee, Invited to the special issue of the ACM TKDD for KDD 2018 best papers. 21 Li Zhang Liang Zhang Keli Xiao and Qi Liu 2016 Forecasting Price Shocks with Social. Attention and Sentiment Analysis In Proceedings of the 2016 IEEE ACM International. Conference on Advances in Social Networks Analysis and Mining ASONAM 2016. IEEE San Francisco CA USA 559 566, 22 Li Zhang Keli Xiao Qi Liu Yefan Tao and Yuefan Deng 2015 Modeling Social Attention. for Stock Analysis An Influence Propagation Perspective In Proceedings of the 15th IEEE. International Conference on Data Mining ICDM 2015 IEEE Atlantic City NJ USA. 609 618 Conference Ranking A, 23 Zeyang Ye Keli Xiao and Yuefan Deng 2015 Investigation of Simulated Annealing Cooling.
Schedule for Mobile Recommendations In Proceedings of the 15th IEEE International. Conference on Data Mining Workshop ICDMW 2015 IEEE Atlantic City NJ USA. 24 Chuanren Liu Yong Ge Hui Xiong Keli Xiao Wei Geng and Matt Perkins 2014 Proac. tive Workflow Modeling by Stochastic Processes with Application to Healthcare Operation and. Management In Proceedings of the 20th ACM SIGKDD International Conference. on Knowledge Discovery and Data Mining KDD 2014 ACM New York NY USA. 1593 1602 Conference Ranking A, 25 Wenjun Zhou Keli Xiao and Fei Song 2011 Dynamic Rank Correlation Computing for. Financial Risk Analysis In Proceedings of the 5th International Conference on Knowl. edge Science Engineering and Management KSEM 2011 Springer Irvine CA USA. 269 280 Conference Ranking B, 26 Yong Ge Hui Xiong Alexander Tuzhilin Keli Xiao Marco Gruteser and Michael Pazzani. 2010 An Energy Efficient Mobile Recommender System In Proceedings of the 16th ACM. SIGKDD International Conference on Knowledge Discovery and Data Mining KDD. 2010 ACM Washington DC USA 899 908 Conference Ranking A. 27 Jinlin Chen and Keli Xiao 2008 Perception Oriented Online News Extraction In Proceedings. of the 8th ACM IEEE CS Joint Conference on Digital Libraries JCDL 2008 ACM. Pittsburgh PA USA 363 366 Conference Ranking A,Articles under Review and Working Papers. 1 Learning or Forgetting A Dynamic Approach for Modeling the Knowledge Proficiency of Stu. dents with Zhenya Huang Submitted to the ACM Transactions on Information Systems Under. major revision, 2 An Association Constrained LDA Model for Joint Extraction of Product Aspects and Opinions. with Chuangxuan Wan Submitted to Information Sciences Under major revision. 3 Unified Generative Adversarial Networks for Multiple Choice Oriented Machine Comprehen. sion with Zhuang Liu Bo Jin Submitted to the ACM Transactions on Intelligent Systems and. Technology Under major revision, 4 The Effects of Mortgage Debt on Portfolio Choice Evidence from China with Jie Yang and.
Frank J Fabozzi Under the 1st round review, 5 Exploring the True Meaning behind Words The Lexicon Creation for Investor Sentiment with. Liang Zhang Under the 1st round review, 6 Individual Social Behavior and Intraday Patterns in Stock Movements Evidence from the Chi. nese Market with Gaoshan Wang and Frank J Fabozzi Under the 1st round review. 7 A Joint Model of Bubble Estimation and Fundamental Analysis Sole authored paper. Doctoral Thesis Advising,Ph D Student Supervising, Zeyang Ye PhD in Applied Mathematics co supervised with Professor Yuefan Deng. Lihao Zhang PhD in Applied Mathematics co supervised with Professor Yuefan Deng. Liang Zhang PhD in Applied Mathematics 2018 co supervised with Professor Xiaolin Li now. Lecturer at Dongbei University of Finance and Economics. Jinwen Sun PhD in Quantitative Finance 2017 co supervised with Professor Stoyan Stoyanov. now Senior Data Scientist at Bank of New York Mellon. Dissertation Committee Member, Jiaju Yan PhD in Applied Mathematics 2017 Chair Professor Song Wu Advisor Professor. Shanshan Li PhD in Applied Mathematics 2016 Chair Professor Jiaqiao Hu Advisor Professor. Haipeng Xing, Yifan Hu PhD in Applied Mathematics 2016 Chair Professor Song Wu Advisor Professor.
Junying Zhang PhD in Applied Mathematics 2016 Chair Professor Song Wu Advisor Pro. fessor Wei Zhu, Ke Wang PhD in Applied Mathematics 2016 Chair Professor Svetlozar Rachev Advisor. Professor Haipeng Xing, Xiaojin Dong PhD in Applied Mathematics 2016 Chair Professor Pei Fen Kuan Advisors. Professor Haipeng Xing and Professor Wei Zhu, Hao Chen PhD in Applied Mathematics 2015 Chair Professor Wei Zhu Advisor Professor. Riyu Yu PhD in Applied Mathematics 2015 Chair Professor Svetlozar Rachev Advisor. Professor Andrew Mullhaupt, E Yang PhD in Economics 2015 Chair Professor Mark Montgomery Advisor Professor. Warren Sanderson and Professor Sandro Brusco, Yikang Chai PhD in Quantitative Finance 2014 Chair Professor James Glimm Advisor.
Professor Svetlozar Ravhev, Angela Tsao PhD in Quantitative Finance 2014 Chair Professor James Glimm Advisor. Professor Svetlozar Ravhev,Professional Activities. Industry Consulting, 2019 present Visiting Researcher Talent Intelligence Center Baidu Research. Conference Organizing, 2018 Session Chair the 18th IEEE International Conference on Data Mining ICDM 2018. 2017 Session Chair the 2017 Financial Management Association FMA Annual Meeting. 2015 Session Chair and Discussant the 2015 Financial Management Association FMA Annual. 2015 Web Chair and Session Chair the 15th IEEE International Conference on Data Mining. 2013 Session Co Chair INFORMS 2013 Annual Meeting,Program Committee Member.
2020 the 19th SIAM International Conference on Data Mining SDM. 2020 the 34th AAAI Conference on Artificial Intelligence AAAI. 2020 the 2020 ISSAT International Conference on Data Science and Intelligent Systems DSIS. 2019 the 28th International Conference on Information and Knowledge Management CIKM. 2019 the 19th IEEE International Conference on Data Mining ICDM. 2019 the 1st IEEE International Conference on Transdisciplinary AI TransAI. 2019 the 3rd INFORMS Workshop on Data Science, 2019 the 25th ACM SIGKDD Int l Conf on Knowledge Discovery and Data Mining KDD. 2019 the 2019 ISSAT International Conference on Data Science and Intelligent Systems DSIS. 2019 the 18th SIAM International Conference on Data Mining SDM. 2019 the 33rd AAAI Conference on Artificial Intelligence AAAI. 2018 the 27th International Conference on Information and Knowledge Management CIKM. 2018 the 2nd INFORMS Workshop on Data Science, 2018 the 18th IEEE International Conference on Data Mining ICDM. 2018 the 24th ACM SIGKDD Int l Conf on Knowledge Discovery and Data Mining KDD. 2018 the 1st IEEE Int l Conf on Artificial Intelligence and Knowledge Engineering AIKE. 2018 the 17th SIAM International Conference on Data Mining SDM. 2017 the 17th IEEE International Conference on Data Mining ICDM. 2017 the 26th International Conference on Information and Knowledge Management CIKM. 2017 the 23rd ACM SIGKDD Int l Conf on Knowledge Discovery and Data Mining KDD. 2017 the 1st INFORMS Workshop on Data Science, 2017 the 16th SIAM International Conference on Data Mining SDM. 2016 the 16th IEEE International Conference on Data Mining ICDM. 2016 the 22nd ACM SIGKDD Int l Conf on Knowledge Discovery and Data Mining KDD. 2016 the 15th SIAM International Conference on Data Mining SDM. 2016 the 21st Int l Conf on Database Systems for Advanced Applications DASFAA. 2015 the 21st ACM SIGKDD Int l Conf on Knowledge Discovery and Data Mining KDD. 2015 the 15th IEEE International Conference on Data Mining ICDM. 2015 the 14th SIAM International Conference on Data Mining SDM. 2013 the 13th IEEE International Conference on Data Mining ICDM. Selected Talks, Xiao K The 2018 IEEE International Conference on Data Mining Session Social CADEN. A Context Aware Deep Embedding Network for Financial Opinions Mining IEEE Singapore. November 2018, Xiao K The 2018 INFORMS Annual Meeting Session Natural Language Processing and User.
Generated Content Exploring the True Meaning behind Words The Lexicon Creation for. Investor Sentiment INFORMS Phoenix AZ United States November 2018. Xiao K The 2017 INFORMS Annual Meeting Session Big Data Individual Social Behavior. and Intra day Patterns in Market Movements INFORMS Houston TX United States October. Xiao K Organizations Management Groups OMG Seminar Series Exploiting Expert Opinions. for Price Shocks Prediction Stony Brook University Stony Brook United States October 7. Xiao K The 2016 IEEE ACM International Conference on Advances in Social Networks Anal. ysis and Mining Forecasting Price Shocks with Social Attention and Sentiment Analysis San. Francisco CA United States August 2016, Xiao K The Timeline Estimation of Bubbles The Case of Real Estate Shandong University. of Finance and Economics China June 2016, Xiao K Finance Area Research FAR Seminar Series Sentiment analysis and market effi. ciency Stony Brook University Stony Brook NY United States April 7 2016. Xiao K The Workshop on Big Data and Super Computing Big Data and Finance The Case. of Stock Analysis San Yat sen University Guangzhou December 2015. Xiao K Finance Area Research FAR Seminar Series The Timeline Estimation of Bubbles. The Case of Real Estate Stony Brook University Stony Brook United States 2015. Xiao K The 2013 INFORMS Annual Meeting Session Business Analytics in the Big Data Era. Multi source Information Fusion for Residential Real Estate Ranking October 2013. Journal Article Review, IEEE Transactions on Knowledge and Data Engineering TKDE. IEEE Transactions on Systems Man and Cybernetics Systems TSMC S. Data Mining and Knowledge Discovery DMKD,Knowledge and Information Systems KAIS. ACM Transactions on Management Information Systems TMIS. ACM Transactions on Data Science TDS,Real Estate Economics.
Finance Research Letters,Quarterly Review of Economics and Finance. IEEE CAA Journal of Automatica Sinica,Neural Computing and Applications. IEEE Access,Financial Innovation, Frontiers Journal in Applied Mathematics and Statistics Mathematical Finance. Mathematical and Computational Applications,Professional Affiliations. Senior Member IEEE,Senior Member ACM,Member INFORMS.
Member American Finance Association AFA, Member International Association of Financial Engineers IAFE. Member Financial Management Association International FMA.


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