ICAICR-2017
Connecting Information & Technology

TUTORIAL - MACHINE LEARNING AND DATA MINING METHODS WITH THEIR APPLICATIONS

Speakers
Prof. R B Mishra,
IIT BHU
Dr. Babita Pandey
LPU
Time Six hours lectures
Date 17-03-2017
Timing 9am to 5pm
1. Machine Learning Methods
  • Artificial Neural Networks
  • Supervised and unsupervised learning
  • Deep learning
  • Q learning and Reinforcement Learning
  • ELM and KELM
2. Data Mining Methods
  • Clustering Methods
    • K-means, k-NN Hierarchical
    • SOM
  • Classification
    • Decision tree
    • Support vector Machine, Bayesian and Naive Bayesian
Applications
  • Computational Biology and Medical Computing
  • Software Engineering
  • E learning
  • Machine Translation
  • E commerce
3. Case Based Reasoning
  • Case retrieval
  • Case adaptation
  • Solution evaluation
  • Case base updating
Applications
  • Medical Computing
  • E learning


Fees: For Academician – 2000/- & For Research Scholar – 1500/-

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