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SDM 2018 : CFP SDM'18: SIAM International Conference on Data MiningConference Series : SIAM International Conference on Data Mining | |||||||||||||||||
Link: http://www.siam.org/meetings/sdm18/ | |||||||||||||||||
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Call For Papers | |||||||||||||||||
SDM'18: THE EIGHTEENTH SIAM INTERNATIONAL CONFERENCE ON DATA MINING
May 3 - May 5, 2018 San Diego Marriott Mission Valley San Diego, California, USA http://www.siam.org/meetings/sdm18/ ------------ CALL FOR CONTRIBUTIONS ------------ Abstract Submission: October 6, 2017, 11:59pm (PDT) Full Paper Submission: October 13, 2017, 11:59pm (PDT) Workshop Proposals: October 6, 2017, 11:59pm (PDT) Tutorial Proposals: October 6, 2017, 11:59pm (PDT) DESCRIPTION ------------------------------------------------------------ Data mining is the computational process for discovering valuable knowledge from data. It has enormous application in numerous fields, including science, engineering, healthcare, business, and medicine. Typical datasets in these fields are large, complex, and often noisy. Extracting knowledge from these datasets requires the use of sophisticated, high-performance, and principled analysis techniques and algorithms, which are based on sound theoretical and statistical foundations. These techniques in turn require implementations on high performance computational infrastructure that are carefully tuned for performance. Powerful visualization technologies along with effective user interfaces are also essential to make data mining tools appealing to researchers, analysts, and application developers from different disciplines. The SDM conference provides a venue for researchers who are addressing these problems to present their work in a peer-reviewed forum. It also provides an ideal setting for graduate students and others new to the field to learn about cutting-edge research by hearing outstanding invited speakers and attending presentations and tutorials (included with conference registration). A set of focused workshops is also held on the last day of the conference. The proceedings of the conference are published in archival form, and are also made available on the SIAM web site. THEMES AND TOPICS OF INTEREST ------------------------------------------------------------ Methods and Algorithms - Classification - Clustering - Frequent Pattern Mining - Probabilistic & Statistical Methods - Graphical Models - Deep Neural Networks - Spatial & Temporal Mining - Data Stream Mining - Anomaly & Outlier Detection - Feature Extraction, Selection and Dimension Reduction - Mining with Constraints - Data Cleaning & Preprocessing - Computational Learning Theory - Multi-Task Learning - Online Algorithms - Big Data, Scalable & High-Performance Computing Techniques - Mining with Data Clouds - Mining Graphs - Mining Semi-Structured Data - Mining Image Data - Mining on Emerging Architectures - Text & Web Mining - Optimization Methods - Other Novel Methods Applications - Astronomy & Astrophysics - High Energy Physics - Recommender Systems - Climate / Ecological / Environmental Science - Risk Management - Supply Chain Management - Customer Relationship Management - Finance - Genomics & Bioinformatics - Drug Discovery - Healthcare Management - Automation & Process Control - Logistics Management - Intrusion & Fraud detection - Bio-surveillance - Sensor Network Applications - Social Network Analysis - Educational Data Mining - Intelligence Analysis - Other Novel Applications & Case Studies Human Factors and Social Issues - Ethics of Data Mining - Intellectual Ownership - Privacy Models - Privacy Preserving Data Mining & Data Publishing - Risk Analysis - User Interfaces - Interestingness & Relevance - Data & Result Visualization - Other Human Factors and Social Issues WORKSHOPS AND TUTORIALS ------------------------------------------------------------ The conference will feature workshops and tutorials on several special topics. Please see the SDM 2018 website for submission requirements. Examples of workshops and tutorials are available through the SDM 2017 website at http://www.siam.org/meetings/sdm17/ FOLLOW SDM ------------------------------------------------------------ https://twitter.com/SIAMDataMining Twitter hashtag: #SIAMSDM18 https://www.facebook.com/events/324672047986484/ ORGANIZING COMMITTEE ------------------------------------------------------------ STEERING COMMITTEE CHAIR Srinivasan Parthasarathy, Ohio State University, USA Zoran Obradovic, Temple University, USA CONFERENCE CO-CHAIRS Dimitrios Gunopulos, University of Athens, Greece Tanya Berger-Wolf, University of Illinois at Chicago, USA PROGRAM CO-CHAIRS Martin Ester, Simon Fraser University, Canada Dino Pedreschi, University of Pisa, Italy WORKSHOP CO-CHAIRS Joao Gama, University of Porto-LIAAD, Portugal Jing Gao, SUNY Buffalo, USA TUTORIAL CHAIR Yan Liu, University of Southern California, USA DOCTORAL FORUM CHAIR Julian McAuley, University of California, San Diego, USA PUBLICITY CO-CHAIRS Zhenhui Li, Pennsylvania State University, USA Gregor Stiglic, University of Maribor, Slovenia SPONSORSHIP CO-CHAIRS Matteo Riondato, TwoSigma, USA Jiliang Tang, Michigan State University, USA |
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