posted by user: hassani || 990 views || tracked by 6 users: [display]

BigMine 2018 : 7th BigMine Workshop on Big Data Mining (at SIGKDD 2018)

FacebookTwitterLinkedInGoogle

Link: https://bigmine.github.io/bigmine18/
 
When Aug 20, 2018 - Aug 20, 2018
Where London
Submission Deadline May 18, 2018
Notification Due Jun 18, 2018
Categories    data mining   big data   data streams
 

Call For Papers

Call for Papers
Big Data Mining (KDD BigMine-18)
The 7th International Workshop on Big Data on Streams and Heterogeneous Source Mining - A KDD2018 Workshop
==========================================================================================================

KDD2018 Conference Dates: August 19-23, 2018
Workshop Date: Aug 20, 2018
London, United Kingdom

https://bigmine.github.io/bigmine18/

Scope
-----
The goal of the workshop is to provide a forum to discuss important research questions and practical challenges in big data mining and related areas. Novel ideas, controversial issues, open problems and comparisons of competing approaches are strongly encouraged. Representation of alternative viewpoints and discussions are also strongly encouraged.

We invite submission of papers describing innovative research on all aspects of big data mining. Work-in-progress papers, demos, and visionary papers are also welcome.

Papers emphasizing theoretical foundations, algorithms, systems, applications, language issues, data storage and access, architecture are particularly encouraged.

Topics
------
Examples of topics of interest include

. Scalable, Distributed and Parallel Algorithms
. Designing light­weighted data mining algorithm
. New Programming Model for Large Data beyond Hadoop/MapReduce, STORM, streaming languages
. Federated training using data from multiple devices
. Mining Algorithms of Data in non-traditional formats (unstructured, semi-structured)
. Applications: social media, Internet of Things, Smart Grid, Smart Transportation Systems
. Streaming Data Processing
. Heterogeneous Sources and Format Mining
. Privacy issues of on-­device user data
. Systems Issues related to large datasets: clouds, streaming system, architecture, and issues beyond cloud and streams.
. System and platform for on­-device learning
. Interfaces to database systems and analytics.
. Evaluation Technologies
. Integrating the design of human ­computer interaction with machinelearning algorithms
. Visualization for Big Data
. Applications: Large scale recommendation systems, social media systems, social network systems, scientific data mining, environmental, urban and other large data mining applications.

Submission
----------
Submitted papers will be assessed based on their novelty, technical quality, potential impact, and clarity of writing. For papers that rely heavily on empirical evaluations, the experimental methods and results should be clear, well executed, and repeatable. Authors are strongly encouraged to make data and code publicly available whenever possible.

More details on submission: https://bigmine.github.io/bigmine18/submission.html

Key Dates
---------
- Paper Submission deadline: May 18, 2018, 23:59PM Pacific Standard Time
- Acceptance notification: June 18, 2018
- Workshop: August 20, 2018

Workshop Chairs
---------------
. Albert Bifet, Telecom-ParisTech
. Inderjit Dhillon, University of Texas at Austin
. Wei Fan, Baidu Research Big Data Lab
. Marwan Hassani, Eindhoven University of Technology
. Cho-Jui Hsieh, University of California, Davis
. Sanjiv Kumar, Google Research
. Yang Li, Google Research
. Jesse Read, Ecole Polytechnique
. Si Si, Google Research
. Philip Yu, University of Illinois at Chicago
. Qiang Yang, Hong Kong University of Science and Technology

Related Resources

ICDM 2019   19th Industrial Conference on Data Mining ICDM 2019
MLDM 2019   15th International Conference on Machine Learning and Data Mining MLDM 2019
ICDMML 2019   2019 International Conference on Data Mining and Machine Learning
DSA 2019   The Frontiers in Intelligent Data and Signal Analysis DSA 2019
PAKDD 2019   Pacific-Asia Conference on Knowledge Discovery and Data Mining
ISCSAI 2018   2018 International Symposium on Computer Science and Artificial Intelligence
DSDE--Ei Compendex and Scopus 2019   2019 International Conference on Data Storage and Data Engineering (DSDE 2019)--Ei Compendex and Scopus
iDSC 2019   International Data Science Conference
BDE--EI, Scopus 2019   2019 International Conference on Big Data Engineering (BDE 2019)--EI Compendex, Scopus
IJAB 2018   International Journal of Advances in Biology