International Conference on Modeling,Machine Learning and Astronomy(MMLA 2019)

November 22-23, 2019,PES University.

Call for Papers

The Conference aims to set a unique ground as an amalgamation of the diverse ideas and techniques while staying true to the baseline. We expect to discuss new developments in modeling, machine learning, design of complex computer experiments and data analytic techniques which can be used in areas beyond astronomical data analysis. Given the horizontal nature of MMLA, we hope to disseminate methods that are area-agnostic but currently of interest to the broad community of science and engineering.

Topics of Interest :

• Exoplanets (discovery, machine classification etc.)
  
• Unsupervised, semi-supervised, and supervised representation learning
  
• Representation learning for reinforcement learning
  
• Metric learning and kernel learning
  
• Deep learning in astronomy
  
• MCMC on big data
  
• Statistical Machine Learning
  
• Bayesian Methods in Astronomy
  
• Meta-heuristic and Evolutionary Clustering methods and applications in Astronomy
  
• Optimization methods
  
• Swarm intelligence
  
• Multi-objective optimization
  
• Dynamical Systems and Complexity
  
• Information-Theoretic Methods in Life-like Systems
  
• Predictive Methods for Complex Adaptive Systems and Life-like Systems
  
• Evolutionary Games

Paper Submission

Proof of concept papers, applied on toy data sets are welcome as long as the theory and models are solid. Papers with applications in some area of Engineering or Science, without theoretical insight would be “desk-rejected”. Application in Astronomy is strongly encouraged but the lack of it would not be a reason for rejection. The submission and review process follows (strict) double blind protocol. Manuscripts attempting to reveal author identity in direct or indirect manner will be summarily rejected. At least one of the authors of accepted manuscript needs to register and present during the conference.

link for the submission:Papers Submission

Important Dates