posted by organizer: cferreira || 853 views || tracked by 4 users: [display]

KDD BigMine 2019 : KDD BigMine-19 - Workshop on Big Data on Streams and Heterogeneous Source Mining

FacebookTwitterLinkedInGoogle

Link: https://bigmine.github.io/bigmine19/
 
When Aug 5, 2019 - Aug 5, 2019
Where Anchorage, Alaska - USA
Submission Deadline May 12, 2019
Notification Due Jun 1, 2019
Categories    big data   iot streams   heterogeneous source mining
 

Call For Papers

Big Data Mining (KDD BigMine-19)
The 8th International Workshop on Big Data on Streams and Heterogeneous Source Mining - A KDD2018 Workshop

KDD2018 Conference Dates: August 4-8, 2019
Workshop Date: Aug 5, 2019
Anchorage, Alaska - USA

https://bigmine.github.io/bigmine19/

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/bigmine19/submission.html

Key Dates
Paper Submission deadline: May 12, 2019, 23:59PM Pacific Standard Time
Acceptance notification: June 1, 2019
Workshop: August 5, 2019

Related Resources

KDD 2020   KDD 2020
COMIT 2020   4th International Conference on Computer Science and Information Technology
FDAE_AI_BDA 2020   Special Issue on Forensics Data Analytics Enhancement via Artificial Intelligences and Big Data Analytics
CST 2020   7th International Conference on Foundations of Computer Science & Technology
Fintech 2020   Sustainaility (Q2): Fintech: Recent Advancements in Modern Techniques, Methods and Real-World Solutions
Big Data 2020   IEEE International Conference on Big Data
KDD-MLF 2020   ACM SIGKDD Workshop on Machine Learning in Finance
IJU 2020   International Journal of Ubiquitous Computing
JAAMAS MODeM SI 2021   Special Issue of JAAMAS on Multi-Objective Decision Making (MODeM)
ICSC 2021   International Conference on Semantic Computing