Call For Paper

ABOUT THE CONFERENCE

Special Session on “Machine Learning & Nature Inspired Algorithms”

 

Session Chair(s)


Dr. Baij Nath Kaushik, Sharada University, Uttar Pradesh

 

Special Session Scope and Description


In the recent years, machine learning and nature inspired algorithms has emerged as powerful techniques for solving problems involve huge loads of data. Machine learning provides algorithms and tools that are useful for solving classification and regression tasks in the supervised learning problems, clustering and frequent pattern mining tasks in unsupervised learning problems, tasks of controlling the behavior of machines in reinforcement learning problems. Nature inspired algorithms are motivated from natural or biological or physical metaphors to provide acceptable solutions of complex real-world problems with in time constraint. It provide number of algorithms such as Gravitational Search Algorithm (GSA), Chemical Reaction Optimization (CRO), Central Force Optimization (CFO), Cuckoo Search and Firefly Search Algorithm which can combined with techniques such as Genetic Algorithms (GA), Particle Swarm Optimization (PSO) and Artificial Neural Network (ANN).

The main aim of this special session is to:
 Bring researchers and experts together to discuss and share their experiences,
 Share the current and new research topics and ideas,
 Improve and enhance personal, enterprise, national and international awareness,
 Provide a platform to present and discuss recent advancements,
 Increase international collaborations among university–industry-institutions.

 

Topics of Interest


We invite original (un-published) research contributions based on the above mentioned theme including following topics but not limited to:

  • Data Mining, Data Science and Big Data
  • Classification Systems
  • Association Rules
  • Clustering
  • Social Media, Social Networking, Social Data
  • Features Selection for Nature Algorithms and Machine Learning
  • Rough Set Applied to Nature Algorithms and Machine Learning
  • Fuzzy Set Applied to Nature Algorithms and Machine Learning
  • Genetic Algorithms Applied to Nature Algorithms and Machine Learning
  • Neural Network Applied to Nature Algorithms and Machine Learning
  • Applications of Nature Algorithms and Machine Learning
  • Soft Set Applied to Nature Algorithms and Machine Learning

 

Paper Submission Process


Please submit your paper (in word/pdf format) at
email: specialsessionmlandnl2017@gmail.com
with ‘Name of Special Session: ’ mentioned in the subject line.

 

Program Committee


Dr. Suresh Dara, Professor, BVRIT, Andhra Pradesh
Dr. Sai Sabitha, Professor, Amity University, Uttar Pardesh
Dr. Vivek Verma, Ajay Kumar Garg Engineering College, Uttar Pradesh
Dr. Ishan Ranjan, Sharda University, Uttar Pradesh
Dr. Ashok Sahoo, Sharda University, Uttar Pradesh
Dr. Kiran Ravulakollu, Sharda University, Uttar Pradesh
Dr. Ruchi Agarwal, Sharda University, Uttar Pradesh
Dr. T. P. Singh, Sharda University, Uttar Pradesh
Dr. Rajiv Kumar, Sharda University, Uttar Pradesh
Dr. Amit Kohli, Thapar University, Punjab
Dr. Vasu Pasupuleti, IIIT Bangalore
Dr. Dhirendra Kumar Sharma, Madanapalle Institute of Technology and Science, Andhra Pradesh
Dr. Chandra Shekhar, IIT Dhanbad
Dr. Aankit Vidyarthi, ABES Engineering College, Uttar Pradesh
Dr. Parveen Lalvani, IIT Dhanbad
Dr. Nadeem, IIT Dhanbad
Dr. Rohit Yadav, IIT Dhanbad
Dr. Mourad Elloumi, FSEGT, Tunisia
Dr. M. M. Raghuvanshi, Yeshwantrao Chavan College of Engineering, Nagpur
Dr. Nitin Janwe, Professor, RCRET, Chandrapur, M.S.
Dr. Sudhir Akojwar, Professor, RCRET, Chandrapur, M.S.
Dr. S. K. Panda, Veer Surendra Sai University of Technology,burla(VSSUT)
Dr. Arup Kumar Pal, IIT Dhanbad
Dr. Manike Chiranjeevi, BVRIT, Dhanbad

 

Contact


For any further queries related to this special session, please contact the session chairs at:
E-mail ID: baijnath.kaushik@sharda.ac.in, haider.banka@gmail.com
Mobile No.: 9654482709

 

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