Data Mining with Big Data Project

Data Mining with Big Data Project

      Data Mining with Big Data Project is the special service for students and research academicians to get top needs and requirements from our excellent skillful experts. Our universal meritorious professionals are completely devoted their profession to the vision of extracts students and research colleague’s skills. Our Dedicative experts are only executing our Data Mining with Big Data Projects for you to improve your quality in this sparky scientific ground. We give our special and royal enriched modern things for scholars to accomplish their intellectual research with the world-class achievements. To know about our special offers you can ring us by means of our 24 hours unlimited services.

Data Mining with Big Data Project

    Data Mining with Big Data Project is the spectacular roadway to do great appliance in your upcoming scientific life. We give more & more and our best of best for global level research Profs and students to complete your academic projects victoriously. Our universal-taking services are including guidance in topics & domain selection, research methodology, research proposal preparation, full literature review, project modelling & implementation and performance analysis support.

The Most Important Steps insights from Big Data with Data Mining:

  • Acquisition and Recording
  • Extraction, Cleaning and Annotation
  • Integration, Aggregation and Representation
  • Data Modelling and Analytics
  • Data Preparation and Interpretation
  • Data Visualization and Prediction

Activities involving in Big Data Mining or Extraction:

  • Semantic Search
  • Topics Extraction
  • Clustering Records
  • Classification or Categorization
  • Records Organization
  • Duplicate and Near Duplicate Detection
  • Keyword or key phrase extraction

 Research Directions: Big Data and Data Mining

  1. Social Big Data Mining Technologies:
  • Parallel Distrusted Processing
  • Large Scale Visualization
  • Anomaly Detection
  • Information Extraction
  • Natural Language Processing
  • Integrated Analysis Model
  • Discovery of Relationships among Heterogeneous data ‘
  1. Big Data Analytics
  • Data analytics using Hadoop MapReduce
  • Text Analytics using Information Extraction
  • Sentiment analysis to Opinion Mining
  • Question Answering
  • Audio Analytics using two approaches (transcript and phonetic based)
  • Video Content Analysis (served and edge based)
  • Social Media Analytics
  1. Network Analysis:
  • Community Detection
  • Social Recommendation
  • Link Mining

Now, let’s see the Big Data Mining tools and algorithms,

Big Data Mining Tools:

  • Storm
  • Apache Mahout
  • Apache Hadoop
  • Apache S4
  • MOA

Algorithms in Big Data Mining:

  • Hierarchical based clustering algorithms
  • Hybrid clustering algorithms
  • Model based clustering algorithms
  • Evolutionary based classification algorithms
  • Decision tree induction based classification algorithms
  • Partitioning based clustering algorithms
  • Classification trees
  • Logistic regression
  • Neural networks
  • Clustering techniques like K-nearest neighbours

Most Recent Data Mining with Big Data Project Topics:

  • Uncertain Data Interesting Patterns for Reduce Big Data Mining Search Space
  • Big Data Distributed Mining Using Fast online Learning Algorithm
  • Machine Learning and Statistical Data Mining Techniques for Big Data Analysis and Predictive Modeling
  • An Effective Statistical Analysis and Modeling Techniques for Big Data Mining
  • Big Data Analytics Using Cloud Based Software Framework in Smart Grids
  • A Novel Big Data Mining Approaches for Crude Medicinal Plants Knowledge and Omics to Big Data Biology
  • Identify and Manage High Cost And High Risk Patients In Healthcare Using Big Data Analytics
  • Discover RFID Enabled Production Data Logistics Trajectory Using Bid Data Technique
  • Business Intelligence Using Demystifying Big Data Analytics Over Marketing Mix
  • Big Data MapReduce for Knowledge Acquisition Based on Parallel Rough Set
  • Data Analytics Using a Novel Linked Open Data and Data Mining Perspectives in Environmental Research
  • Data Mining for Develop Hybrid Intrusion Detection Framework in Power Systems
  • Topic Modeling for Medical Big Data Mining Development Process
  • Data Mining Techniques for Big Data Operation Performance Assessment
  • Evaluate Data Mining Tools Using Experimental Design for Telecommunication Monitoring Data