Vijay Manikandan Janakiraman

According to our database, Vijay Manikandan Janakiraman authored at least 14 papers between 2012 and 2018.

Collaborative distances:

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

2018

Explaining Aviation Safety Incidents Using Deep Temporal Multiple Instance Learning.

Vijay Manikandan Janakiraman

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

2017

Explaining Aviation Safety Incidents Using Deep Learned Precursors.

Vijay Manikandan Janakiraman

CoRR, 2017

Finding Precursors to Anomalous Drop in Airspeed During a Flight's Takeoff.

Vijay Manikandan Janakiraman, Bryan L. Matthews, Nikunj C. Oza

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

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

Discovery of Precursors to Adverse Events using Time Series Data.

Vijay Manikandan Janakiraman, Bryan L. Matthews, Nikunj C. Oza

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Anomaly detection in aviation data using extreme learning machines.

Vijay Manikandan Janakiraman, David Nielsen

Proceedings of the 2016 International Joint Conference on Neural Networks, 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