Dennis Assanis

Publication Activity (10 Years)

Years Active: 2012-2016
Publications (10 Years): 5

Top Topics

Principal Component Analysis

Nonlinear Model Predictive Control

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Eng. Appl. Artif. Intell.

Publications

Vijay Manikandan Janakiraman, XuanLong Nguyen, Dennis Assanis
An ELM based predictive control method for HCCI engines. Eng. Appl. Artif. Intell. 48 (2016)
Vijay Manikandan Janakiraman, XuanLong Nguyen, Dennis Assanis
Stochastic gradient based extreme learning machines for stable online learning of advanced combustion engines. Neurocomputing 177 (2016)
Vijay Manikandan Janakiraman, XuanLong Nguyen, Dennis Assanis
Stochastic Gradient Based Extreme Learning Machines For Online Learning of Advanced Combustion Engines. CoRR (2015)
Vijay Manikandan Janakiraman, XuanLong Nguyen, Dennis Assanis
Nonlinear Model Predictive Control of A Gasoline HCCI Engine Using Extreme Learning Machines. CoRR (2015)
Vijay Manikandan Janakiraman, XuanLong Nguyen, Jeff Sterniak, Dennis Assanis
Identification of the Dynamic Operating Envelope of HCCI Engines Using Class Imbalance Learning. IEEE Trans. Neural Networks Learn. Syst. 26 (1) (2015)
Vijay Manikandan Janakiraman, XuanLong Nguyen, Jeff Sterniak, Dennis Assanis
Modeling The Stable Operating Envelope For Partially Stable Combustion Engines Using Class Imbalance Learning. CoRR (2013)
Vijay Manikandan Janakiraman, XuanLong Nguyen, Dennis Assanis
Nonlinear identification of a gasoline HCCI engine using neural networks coupled with principal component analysis. Appl. Soft Comput. 13 (5) (2013)
Vijay Manikandan Janakiraman, Jeff Sterniak, Dennis Assanis
Support Vector Machines for Identification of HCCI Combustion Dynamics. ICINCO (1) (2012)
Vijay Manikandan Janakiraman, Dennis Assanis
Lyapunov Method Based Online Identification of Nonlinear Systems Using Extreme Learning Machines CoRR (2012)