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


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Scope

Last modified 2014-01-04 23:15

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, ...
Current Event
WORLDCOMP'15
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Past Events
WORLDCOMP'13
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WORLDCOMP'12
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WORLDCOMP'11
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WORLDCOMP'10
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WORLDCOMP'09
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WORLDCOMP'08
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WORLDCOMP'07
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WORLDCOMP'06
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