Journal of Data Mining in Genomics & Proteomics

Manal M Nasir

Publications

• Short Communication
  Learning Machine Implementation for Big Data Analytics, Challenges and Solutions
  Author(s): Ahmed N AL-Masri and Manal M NasirAhmed N AL-Masri and Manal M Nasir
  
  Big Data analytics is one of the great challenges for Learning Machine (LM) algorithms because most real-life applications involve a massive information or big data knowledge base. By contrast, an Artificial Intelligent (AI) system with a data knowledge base should be able to compute the result in an accurate and fast manner. This study focused on the challenges and solutions of using with Big Data. Data processing is a mandatory step to transform unstructured Big Data into a meaningful and optimized data set in any LM module. However, an optimized data set must be deployed to support a distributed processing and real-time application. This work also reviewed the technologies currently used in Big Data analysis and LM computation and emphasized that the viability of using different solutions for certain applications could increase LM performance. The new development, especially in clo.. View More»
  DOI: 10.4172/2153-0602.1000190

  Abstract PDF