Monday, 29 February 2016

My Research Areas, Tools and Algorithms used



My Research Areas
  1. Bioinformatics, Proteomics, Genomics
  2. Artificial Intelligence, Machine Learning
  3. DNA Cryptography
  4. Big Data Analysis
  5. Ethical Hacking
  6. Image Processing, Image Encryption
  7. Web Mining
  8. Search Engine Modeling
  9. Topic Modeling
  10. Social Network Mining
  11. Sentiment Analysis
  12. News Analytics
  13. Web Log Analysis
  14. Market Basket Analysis
  15. Text Mining [web pages, pdf, word documents etc
  16. Cancer Informatics
  17. Ayurvedic Informatics [Plant Proteomics]
  18. Wireless Sensor Networks 
Programming Tools Used

C, C++, Java, Matlab, PHP, JSP, C #, Python, Visual Basic, Visual C++, Android

Data Mining Tools Used

            Matlab Toolkit, Python Packages, Weka Tool, Java Packages

Data Mining Algorithms Used

            Artificial Neural Networks
            Support Vector Machines
            Hidden Markov Models
            Similarity Measurements (Jaccard, Cosine, Dice,Overlap etc)
            Distance Measurements (Eucledean distance, Manhattan etc)
            Wavelets
            Bayesian Classifier
            LDA Topic Mining Algorithm
            Apriori Algorithms
            n-Grams

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