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ORCIDVijay Manikandan Janakiraman
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Journal Articles
- 2016
[j4]Vijay Manikandan Janakiraman, XuanLong Nguyen, Dennis Assanis:
An ELM based predictive control method for HCCI engines. Eng. Appl. Artif. Intell. 48: 106-118 (2016)- [j3]Vijay Manikandan Janakiraman, XuanLong Nguyen, Dennis Assanis:
Stochastic gradient based extreme learning machines for stable online learning of advanced combustion engines. Neurocomputing 177: 304-316 (2016) - 2015
- [j2]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): 98-112 (2015) - 2013
- [j1]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): 2375-2389 (2013)
Conference and Workshop Papers
- 2018
- [c5]Vijay Manikandan Janakiraman:
Explaining Aviation Safety Incidents Using Deep Temporal Multiple Instance Learning. KDD 2018: 406-415 - 2017
- [c4]Vijay Manikandan Janakiraman, Bryan L. Matthews, Nikunj C. Oza:
Finding Precursors to Anomalous Drop in Airspeed During a Flight's Takeoff. KDD 2017: 1843-1852 - 2016
- [c3]Vijay Manikandan Janakiraman, David Nielsen:
Anomaly detection in aviation data using extreme learning machines. IJCNN 2016: 1993-2000 - [c2]Vijay Manikandan Janakiraman, Bryan L. Matthews, Nikunj C. Oza:
Discovery of Precursors to Adverse Events using Time Series Data. SDM 2016: 639-647 - 2012
- [c1]Vijay Manikandan Janakiraman, Jeff Sterniak, Dennis Assanis:
Support Vector Machines for Identification of HCCI Combustion Dynamics. ICINCO (1) 2012: 385-393
Informal and Other Publications
- 2017
- [i5]Vijay Manikandan Janakiraman:
Explaining Aviation Safety Incidents Using Deep Learned Precursors. CoRR abs/1710.04749 (2017) - 2015
- [i4]Vijay Manikandan Janakiraman, XuanLong Nguyen, Dennis Assanis:
Nonlinear Model Predictive Control of A Gasoline HCCI Engine Using Extreme Learning Machines. CoRR abs/1501.03969 (2015) - [i3]Vijay Manikandan Janakiraman, XuanLong Nguyen, Dennis Assanis:
Stochastic Gradient Based Extreme Learning Machines For Online Learning of Advanced Combustion Engines. CoRR abs/1501.03975 (2015) - 2013
- [i2]Vijay Manikandan Janakiraman, XuanLong Nguyen, Jeff Sterniak, Dennis Assanis:
Modeling The Stable Operating Envelope For Partially Stable Combustion Engines Using Class Imbalance Learning. CoRR abs/1306.5702 (2013) - 2012
- [i1]Vijay Manikandan Janakiraman, Dennis Assanis:
Lyapunov Method Based Online Identification of Nonlinear Systems Using Extreme Learning Machines. CoRR abs/1211.1441 (2012)
Coauthor Index
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