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AMEO 2015

Varun Aggarwal, Shashank Srikant, Harsh Nisar
2016 Proceedings of the 3rd IKDD Conference on Data Science, 2016 - CODS '16  
Previous studies have shown the influence of various factors such as college reputation, grades, the field one specializes in and market conditions for specific industries.  ...  The data could be used to make an accurate salary predictor, but also understand what influences salary and job titles in the labor market.  ...  school board whose curriculum the candidate followed in grade 12 CODS ' 16 , 16 March 13 -16, 2016, Pune, India c 2016 Copyright held by the owner/author(s).  ... 
doi:10.1145/2888451.2892037 dblp:conf/cods/AggarwalSN16 fatcat:c2dfxjttsbhc7eiqzxnawnxcha

Learning transition models of biological regulatory and signaling networks from noisy data

Deepika Vatsa, Sumeet Agarwal, Ashwin Srinivasan
2016 Proceedings of the 3rd IKDD Conference on Data Science, 2016 - CODS '16  
Experimental results on synthetic data show that noise actually helps in understanding the system dynamics as well as constraining the solution space; thus helping to identify the most probable network  ...  In this paper, we present an extended 2-step probabilistic LGTS (PLGTS) transition system which aims to identify the network structure and stochastic nature of biological processes using time series data  ...  CODS ' 16 , 16 March 13 -16, 2016, Pune, India c 2016 Copyright held by the owner/author(s). Publication rights licensed to ACM.  ... 
doi:10.1145/2888451.2888469 dblp:conf/cods/VatsaAS16 fatcat:m6tdqziwsfhvho7a472md2jdjy