ICDM 2018: The 18th IEEE International Conference on Data Mining ==================================================
November 17 - 20, 2018 Sentosa, Singapore http://icdm2018.org/ *Call for Papers* *Important dates* ============== *All deadlines are at 11:59PM Pacific Daylight Time.* o Full paper submissions: June 5, 2018 o Demo and tutorial proposals: July 15, 2018 o Workshop paper submissions: August 7, 2018 o Conference paper, tutorial, demo notification: August 17, 2018 o Workshop paper notification: September 4, 2018 o Camera-ready deadline and copyright forms: September 15, 2018 o Conference dates: November 17 - 20, 2018 The IEEE International Conference on Data Mining (ICDM) has established itself as the world’s premier research conference in data mining. It provides an international forum for presentation of original research results, as well as exchange and dissemination of innovative and practical development experiences. The conference covers all aspects of data mining, including algorithms, software, systems, and applications. ICDM draws researchers, application developers, and practitioners from a wide range of data mining related areas such as statistics, machine learning, pattern recognition, databases, data warehousing, data visualization, knowledge-based systems, and high-performance computing. By promoting novel, high-quality research findings, and innovative solutions to challenging data mining problems, the conference seeks to advance the state-of-the-art in data mining. *Topics of Interest* ============== Topics of interest include, but are not limited to: o Foundations, algorithms, models and theory of data mining, including big data mining. o Machine learning and statistical methods for data mining. o Mining from heterogeneous data sources, including text, semi-structured, spatio-temporal, streaming, graph, web, and multimedia data. o Data mining systems and platforms, and their efficiency, scalability, security and privacy. o Data mining for modeling, visualization, personalization, and recommendation. o Data mining for cyber-physical systems and complex, time-evolving networks. o Applications of data mining in social sciences, physical sciences, engineering, life sciences, web, marketing, finance, precision medicine, health informatics, and other domains. We particularly encourage submissions in emerging topics of high importance such as data quality, time-evolving networks, big data mining and analytics, cyber-physical systems, and heterogeneous data integration and mining. *Submission Guidelines* ============== Paper submissions should be limited to a maximum of ten (10) pages, in the IEEE 2-column format (link <http://www.ieee.org/conferences_events/conferences/publishing/templates.html> ), including the bibliography and any possible appendices. Submissions longer than 10 pages will be rejected without review. All submissions will be triple-blind reviewed by the Program Committee on the basis of technical quality, relevance to scope of the conference, originality, significance, and clarity. The following sections give further information for authors. *Triple Blind Submission Guidelines* ============== Since 2011, ICDM has imposed a triple blind submission and review policy for all submissions. Authors must hence not use identifying information in the text of the paper and bibliographies must be referenced to preserve anonymity. Any papers available on the Web (including Arxiv) no longer qualify for ICDM submissions, as their author information is already public. *What is triple blind reviewing?* The traditional blind paper submission hides the referee name from the authors. The triple-blind paper submission and review, in addition, also hides the authors’ names from the referees, and the referees’ names during discussion. The names of authors and referees remain known only to the PC co-chairs, and the authors names are disclosed only after the ranking and acceptance of submissions are finalized. Although there is much debate on the merits and perceived benefits of triple blind reviewing, these are not discussed here. Our main purpose is to implement this policy in ICDM toward understanding the influence of the authors’ identity, whether conscious or unconscious, on the reviewer’s attitude toward a submission. Hence it is imperative that all authors of ICDM submissions work on concealing their identity in the content of the paper. It does not suffice to simply remove the authors’ names from the first page. *Best Paper Awards* ============== Awards will be conferred at the conference to the authors of the best paper and the best student paper. A selected number of best papers will be invited for possible inclusion, in an expanded and revised form, in the Knowledge and Information Systems journal published by Springer. *Attendance* ============== ICDM is a premier forum for presenting and discussing current research in data mining. Therefore, at least one author of each accepted paper must complete the conference registration and present the paper at the conference, in order for the paper to be included in the proceedings and conference program. *Organization* ============== *General Chairs* - Feida Zhu, Singapore Management University - Jeffrey Yu, The Chinese University of Hong Kong *Program Chairs* - Dacheng Tao, The University of Sydney - Bhavani Thuraisingham, The University of Texas at Dallas *Steering Committee Chair* - Xindong Wu, University of Louisiana at Lafayette *Tutorial Chairs* - Leman Akoglu, Carnegie Mellon University - Yong Ge, University of Arizona *Workshop Chairs* - Hanghang Tong, Arizona State University - Jessie Zhenghui Li, Penn State University *Publicity Chairs* - William Wang, University of California at Santa Barbara - Peng Cui, Tsinghua University - Yanfang (Fanny) Ye, West Virginia University *Local Arrangement Chair* - Bingtian Dai, Singapore Management University *Finance Chair* - Wei Ding, University of Massachusetts – Boston *Poster Chairs* - Siyuan Liu, Penn State University - Tim Weninger, University of Notre Dame *Panel Chair* - To be announced *Contest Chair* - Xiang Ren, University of Southern California - Yucheng Li, Singapore Management University *Web Chair* - Kyong Jin Shim, Singapore Management University *Demo Chairs* - Aixin Sun, Nanyang Technological University - Danai Koutra, University of Michigan *Sponsorship Chairs* - To be announced *PhD Forum Chairs* - Ranga Raju VAatsavai, North Carolina State University - Yi Yu, National Institute of Informatics (NII) *Registration Chair* - David Lo, Singapore Management University
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