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NAVIGATION
Call for Papers
Submission of
LATE BREAKING PAPERS

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Important Dates
July 21-24, 2014
The WORLDCOMP'14
(including all affiliated conferences)


Featured Workshops
Doctoral Colloquium
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Demos Sessions

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ABDA'14 - The 2014 International Conference on Advances in Big Data Analytics

Last modified 2014-01-04 23:14

ABDA'14 is the 1sth annual conference

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    You are invited to submit a paper for consideration. All accepted papers will be published in printed conference books/proceedings (ISBN) and will also be made available online. Extended versions of selected papers (about 40%) will appear in journals and edited research books (publishers include: Springer, Elsevier, BMC, and others).

    ABDA'14 is composed of a number of tracks, including: tutorials, sessions, workshops, posters, and panel discussions. The conference will be held July 21-24, 2014, Las Vegas, USA.

    Topics of interest include, but are not limited to, the following:

      • ALGORITHMS FOR BIG DATA:
          - Data and Information Fusion
          - Genetic Algorithms
          - Machine Learning
          - Natural Language Processing
          - Signal Processing
          - Scalable Algorithms
          - Simulation and Modeling
          - Data-Intensive Computing
          - Parallel Algorithms (including the map-reduce paradigm)
          - Testing Methods
          - Dimensionality Reduction Techniques
          - Multidimensional Big Data
          - Multilinear Subspace Learning
          - Sampling Methodologies
          - Streaming
      • BIG DATA FUNDAMENTALS:
          - Novel Computational Methodologies
          - Algorithms for Enhancing Data Quality
          - Models and Frameworks for Big Data
          - Graph Algorithms and Big Data
          - Computational Science
          - Computational Intelligence
      • INFRASTRUCTURES FOR BIG DATA:
          - Cloud Based Infrastructures (applications, storage & computing resources)
          - Grid and Stream Computing for Big Data
          - High Performance Computing, Including Parallel & Distributed
          Processing - Autonomic Computing
          - Cyber-infrastructures and System Architectures
          - Programming Models and Environments to Support Big Data
          - Software and Tools for Big Data
          - Big Data Open Platforms
          - Emerging Architectural Frameworks for Big Data
          - Paradigms and Models for Big Data beyond Hadoop/MapReduce, ...
      • BIG DATA MANAGEMENT AND FRAMEWORKS:
          - Database and Web Applications
          - Federated Database Systems
          - Distributed Database Systems
          - Distributed File Systems
          - Distributed Storage Systems
          - Knowledge Management and Engineering
          - Massively Parallel Processing (MPP) Databases
          - Novel Data Models
          - Data Preservation and Provenance
          - Data Protection Methods
          - Data Integrity and Privacy Standards and Policies
          - Data Fusion and Integration
          - Data Science
          - Novel Data Management Methods
          - Crowdsourcing
          - Stream Data Management
          - Scientific Data Management
      • BIG DATA SEARCH & MINING METHODS:
          - Multimedia and Big Data
          - Data Mining
          - Social Networks
          - Data Science
          - Web Search and Information Mining
          - Scalable Search Architectures
          - Cleaning Big Data (noise reduction), Acquisition & Integration
          - Visualization Methods for Search
          - Time Series Analysis
          - Recommendation Systems
          - Graph Mining and Other Similar Technologies
      • SECURITY & PRIVACY IN THE ERA OF BIG DATA:
          - Cryptography
          - Threat Detection Using Big Data Analytics
          - Privacy Threats of Big Data
          - Privacy Preserving Big Data Collection
          - Intrusion Detection
          - Socio-economical Aspect of Big Data in the Context of Privacy and Security
      • APPLICATIONS OF BIG DATA:
          - Big Data as a Service
          - Big Data Analytics in e-Government and Society
          - Applications in Science, Engineering, Healthcare, Visualization, Business, Education, Security, Humanities, Bioinformatics, Health Informatics, Medicine, Finance, Law, Transportation, Retailing, Telecommunication, all Search-based applications, ...

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