Dennis Assanis

According to our database, Dennis Assanis authored at least 9 papers between 2012 and 2016.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2016

Stochastic gradient based extreme learning machines for stable online learning of advanced combustion engines.

Vijay Manikandan Janakiraman, XuanLong Nguyen, Dennis Assanis

Neurocomputing, 2016

An ELM based predictive control method for HCCI engines.

Vijay Manikandan Janakiraman, XuanLong Nguyen, Dennis Assanis

Eng. Appl. Artif. Intell., 2016

2015

Identification of the Dynamic Operating Envelope of HCCI Engines Using Class Imbalance Learning.

Vijay Manikandan Janakiraman, XuanLong Nguyen, Jeff Sterniak, Dennis Assanis

IEEE Trans. Neural Networks Learn. Syst., 2015

Stochastic Gradient Based Extreme Learning Machines For Online Learning of Advanced Combustion Engines.

Vijay Manikandan Janakiraman, XuanLong Nguyen, Dennis Assanis

CoRR, 2015

Nonlinear Model Predictive Control of A Gasoline HCCI Engine Using Extreme Learning Machines.

Vijay Manikandan Janakiraman, XuanLong Nguyen, Dennis Assanis

CoRR, 2015

2013

Modeling The Stable Operating Envelope For Partially Stable Combustion Engines Using Class Imbalance Learning.

Vijay Manikandan Janakiraman, XuanLong Nguyen, Jeff Sterniak, Dennis Assanis

CoRR, 2013

Nonlinear identification of a gasoline HCCI engine using neural networks coupled with principal component analysis.

Vijay Manikandan Janakiraman, XuanLong Nguyen, Dennis Assanis

Appl. Soft Comput., 2013

2012

Lyapunov Method Based Online Identification of Nonlinear Systems Using Extreme Learning Machines

Vijay Manikandan Janakiraman, Dennis Assanis

CoRR, 2012

Support Vector Machines for Identification of HCCI Combustion Dynamics.

Vijay Manikandan Janakiraman, Jeff Sterniak, Dennis Assanis

Proceedings of the ICINCO 2012 - Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Rome, Italy, 28, 2012