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Paper Submission Page Papers should be formatted according to the IEEE Computer Society Proceedings Manuscript Formatting Guidelines (https://org/conferences/publishing/templates.html) Formatting Instructions 8.5" x 11" (DOC, PDF) La Tex Formatting Macros Enquires Please send all enquiries about the Special Track on Federated Machine Learning to one or both of the Special Track Co-Chairs, Yang Liu ([email protected]) and Han Yu ([email protected]).December 9-12, 2019, Los Angeles, CA, USA BACKGROUND: Granular Computing is a general computation approach for effectively using information granules such as classes, clusters, sets, groups, intervals and networks to build an efficient computational model for complex applications with huge amounts of data, information and knowledge (BIG Data).This interdisciplinary special session seeks scientific understanding on data and intelligence.
-- Papers accepted to the session will be published in the IEEE Big Data 2019 conference proceedings, together with papers submitted and accepted to the main conference track.
-- Organizers are planning a special issue on mathematical framework of big data analytics in some journal.
The session will also make it possible for scientists and developers to highlight their new research directions and new interactions with novel computing models.
The session will focus particularly on currently important research tracks such as social network computing, cloud computing, cyber-security, data mining, machine learning, knowledge management, intelligent systems and soft computing (neural networks, fuzzy systems, evolutionary computation, rough sets, self-organizing systems), e-Intelligence (Web intelligence, semantic Web, Web informatics), bioinformatics and medical informatics.
5th Special Session on Intelligent Data Mining IEEE Big Data 2019 Special Track on Federated Machine Learning Information Granulation in Data Science and Scalable Computing 2nd Special Session on Health Care Data in IEEE Big Data 2019 Machine Learning on Big Data (MLBD 2019) December 9-12, 2019 Los Angeles, CA, USA After the successes of the first, second, third and fourth editions of Special Session on Intelligent Data Mining in Santa Clara, CA (2015), Washington, DC (2016), Boston, MA (2017), Seattle, WA, (2018) and the fifth Special Session on Intelligent Data Mining in Los Angeles, CA (2019) will continue promoting and disseminating the knowledge concerning several topics and technologies related to data mining science.
Artificial Intelligence (AI) & Machine Learning (ML) fields are interdisciplinary, including computer science, mathematics, psychology, linguistics, philosophy, neuroscience etc.The special track seeks to explore new ideas with particular focus on addressing the following challenges: We welcome submissions on recent advances in privacy-preserving, secure machine learning and artificial intelligence systems.All accepted papers will be presented during the conference.Accepted papers will be published in the conference proceedings. Uraz Yavanoglu Department of Computer Engineering Vice-Chairman Gazi University, Turkey important dates for this special session are: Full Paper Submission Deadline : Sept 15, 2019 pm PST Notification of Acceptance : Oct 5, 2019 Camera-ready papers & Pre-registration : Nov 10, 2019, pm PST Conference Dates : Dec 9-12, 2019 December 9-12, 2019 Los Angeles, CA, USA Privacy and security are becoming a key concern in our digital age.All accepted papers must be presented by one of the author/s in the conference to include the article in the proceedings ( Uraz Yavanoglu ([email protected], [email protected], [email protected]) Special Session Organizer: Asst. Companies and organizations are collecting a wealth of data on a daily basis.The special track will focus on machine learning and big data analytics techniques with privacy and security.Technical issues include but not limit to data collection, integration, training and modelling, both in the centralized and distributed setting.If you have any question about this special session, please do not hesitate to direct your question to the special session organizer Asst. Data owners have to be very cautious while unlocking the values in the data, since the most useful data for machine learning often tend to be confidential.The European Union’s General Data Protection Regulation (GDPR) brings new legislative challenges to the big data and artificial intelligence (AI) community.Intelligent Data Mining session open to every researcher as well as industrial partners, The aims of this Special Session on Intelligent Data Mining are to: in the fields of theory and applications of data mining, artificial intelligence, computer science, mathematics, psychology, linguistics, philosophy, neuroscience and other disciplines to discuss better understanding of big data and intelligence.The papers submitted to this special session might be in a large range of topics that include theory, application and implementation of artificial intelligence, machine learning and data mining including but not limited to the topics given below, Use of Artificial Intelligence | Machine Learning in Data Mining as Extended versions of all session papers will be published on the International Journal of Data Mining Science Papers should be submitted for this special session by Sept 15, 2019, at the conference special session submission system.