665 citations · 942 across the 38 of their papers we have counts for
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cs.NE2015
Stochastic Gradient Based Extreme Learning Machines For Online Learning of Advanced Combustion Engines
Vijay Manikandan Janakiraman, XuanLong Nguyen, Dennis Assanis
In this article, a stochastic gradient based online learning algorithm for Extreme Learning Machines (ELM) is developed (SG-ELM). A stability criterion based on Lyapunov approach i…
cs.NE2013★ 2 cited
Modeling The Stable Operating Envelope For Partially Stable Combustion Engines Using Class Imbalance Learning
Vijay Manikandan Janakiraman, XuanLong Nguyen, Jeff Sterniak +1
Advanced combustion technologies such as homogeneous charge compression ignition (HCCI) engines have a narrow stable operating region defined by complex control strategies such as…