Chandrasekhar Nataraj

40 papers B 1C 3Journal 25Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Online Distribution-Based Clustering Algorithm for Condition Monitoring in Rotating Machines.
IEEE Access
Alexandre Henrique Pereira Tavares, C. Veiga, Aldemir Ap. Cavalini Jr., Chandrasekhar Nataraj, Amirhassan Abbasi, Valder Steffen, Márcio J. Cunha
2023 J jnl
AMITE: A Novel Polynomial Expansion for Analyzing Neural Network Nonlinearities.
IEEE Trans. Neural Networks Learn. Syst.
Mauro J. Sanchirico III, Xun Jiao, Chandrasekhar Nataraj
2023 J jnl
On extraction, ranking and selection of data-driven and physics-informed features for bearing fault diagnostics.
Knowl. Based Syst.
T. Haj Mohamad, Amirhassan Abbasi, Karthik Kappaganthu, Chandrasekhar Nataraj
2022 J jnl
Physics-Informed Machine Learning for Uncertainty Reduction in Time Response Reconstruction of a Dynamic System.
IEEE Internet Comput.
Amirhassan Abbasi, Chandrasekhar Nataraj
2021 — conf
Application of Deep CNN-LSTM Network to Gear Fault Diagnostics.
ICPHM
T. Haj Mohamad, Amirhassan Abbasi, Edward Kim, Chandrasekhar Nataraj
2020 — conf
Application of Long Short-Term Memory Neural Network to Crack Propagation Prognostics.
ICPHM
Amirhassan Abbasi, Foad Nazari, Chandrasekhar Nataraj
2020 J jnl
Neural Network Verification through Replication.
CoRR
Mauro J. Sanchirico III, Xun Jiao, Chandrasekhar Nataraj
2018 J jnl
A Dynamic Model of Rescuer Parameters for Optimizing Blood Gas Delivery during Cardiopulmonary Resuscitation.
Comput. Math. Methods Medicine
Ali Jalali, Allan F. Simpao, Jorge A. Gálvez, Robert A. Berg, Vinay M. Nadkarni, Chandrasekhar Nataraj
2018 J jnl
Prediction of Periventricular Leukomalacia in Neonates after Cardiac Surgery Using Machine Learning Algorithms.
J. Medical Syst.
Ali Jalali, Allan F. Simpao, Jorge A. Gálvez, Daniel J. Licht, Chandrasekhar Nataraj
2017 J jnl
A Novel Nonlinear Mathematical Model of Thoracic Wall Mechanics During Cardiopulmonary Resuscitation Based on a Porcine Model of Cardiac Arrest.
J. Medical Syst.
Ali Jalali, Allan F. Simpao, Vinay M. Nadkarni, Robert A. Berg, Chandrasekhar Nataraj
2017 C conf
Classification of UXO Using Convolutional Networks Trained on a Limited Dataset.
ICMLA
Anderson Lebbad, Garrett M. Clayton, Chandrasekhar Nataraj
2016 — conf
Advanced analytics for outcome prediction in intensive care units.
EMBC
Ali Jalali, Dieter Bender, Mohamed Rehman, Vinay M. Nadkarni, Chandrasekhar Nataraj
2015 J jnl
Model-based fault diagnostics of nonlinear systems using the features of the phase space response.
Commun. Nonlinear Sci. Numer. Simul.
M. Samadani, C. A. Kitio Kwuimy, Chandrasekhar Nataraj
2014 — conf
Modeling Mechanical Response of the Chest During the Cardiopulmonary Resuscitation Procedure.
CinC
Ali Jalali, Vinay M. Nadkarni, Chandrasekhar Nataraj
2014 J jnl
Prediction of Periventricular Leukomalacia Occurrence in Neonates After Heart Surgery.
IEEE J. Biomed. Health Informatics
Ali Jalali, Erin M. Buckley, Jennifer M. Lynch, Peter J. Schwab, Daniel J. Licht, Chandrasekhar Nataraj
2013 — conf
Discovering hidden relationships in physiological signals for prediction of Periventricular Leukomalacia.
EMBC
Ali Jalali, Daniel J. Licht, Chandrasekhar Nataraj
2012 J jnl
A Novel Technique for Identifying Patients with ICU Needs Using Hemodynamic Features.
Adv. Fuzzy Syst.
Ali Jalali, Parham Ghorbanian, Ali Ghaffari, Chandrasekhar Nataraj
2012 J jnl
An improved procedure for detection of heart arrhythmias with novel pre-processing techniques.
Expert Syst. J. Knowl. Eng.
Parham Ghorbanian, Ali Jalali, Ali Ghaffari, Chandrasekhar Nataraj
2012 — conf
Application of decision tree in the prediction of periventricular leukomalacia (PVL) occurrence in neonates after heart surgery.
EMBC
Ali Jalali, Daniel J. Licht, Chandrasekhar Nataraj
2012 — conf
Model based optimization of the cardiopulmonary resuscitation (CPR) procedure.
EMBC
Ali Jalali, Robert A. Berg, Vinay M. Nadkarni, Chandrasekhar Nataraj
2011 — conf
A cycle-averaged model of hypoplastic left heart syndrome (HLHS).
EMBC
Ali Jalali, Chandrasekhar Nataraj
2011 C conf
Adaptive tracking control of an underactuated aerial vehicle.
ACC
Dongbin Lee, Chandrasekhar Nataraj, Timothy C. Burg, Darren M. Dawson
2011 J jnl
Identification of sympathetic and parasympathetic nerves function in cardiovascular regulation using ANFIS approximation.
Artif. Intell. Medicine
Ali Jalali, Ali Ghaffari, Parham Ghorbanian, Chandrasekhar Nataraj
2010 C conf
Linear time-varying tracking control with application to Unmanned Aerial Vehicles.
ACC
Ramesh Thimmaraya, Chandrasekhar Nataraj, Dongbin Lee
2009 J jnl
A Biped with a Moving Torso.
Int. J. Humanoid Robotics
Karthik Kappaganthu, Chandrasekhar Nataraj
2009 J jnl
Application of particle swarm optimization and proximal support vector machines for fault detection.
Swarm Intell.
Biswanath Samanta, Chandrasekhar Nataraj
2009 — conf
Particle swarm optimization for chaotic system parameter estimation.
SIS
Biswanath Samanta, Chandrasekhar Nataraj
2009 J jnl
Prediction of periventricular leukomalacia. Part I: Selection of hemodynamic features using logistic regression and decision tree algorithms.
Artif. Intell. Medicine
Biswanath Samanta, Geoffrey L. Bird, Marijn Kuijpers, Robert A. Zimmerman, Gail P. Jarvik, Gil Wernovsky, Robert R. Clancy, Daniel J. Licht, J. William Gaynor, Chandrasekhar Nataraj
2009 J jnl
Prediction of periventricular leukomalacia. Part II: Selection of hemodynamic features using computational intelligence.
Artif. Intell. Medicine
Biswanath Samanta, Geoffrey L. Bird, Marijn Kuijpers, Robert A. Zimmerman, Gail P. Jarvik, Gil Wernovsky, Robert R. Clancy, Daniel J. Licht, J. William Gaynor, Chandrasekhar Nataraj
2009 J jnl
Prognostics of Machine Condition Using Energy Based Monitoring Index and Computational Intelligence.
J. Comput. Inf. Sci. Eng.
Biswanath Samanta, Chandrasekhar Nataraj
2009 J jnl
Real-time obstacle avoidance for multiple mobile robots.
Robotica
Farbod Fahimi, Chandrasekhar Nataraj, Hashem Ashrafiuon
2009 J jnl
Use of particle swarm optimization for machinery fault detection.
Eng. Appl. Artif. Intell.
Biswanath Samanta, Chandrasekhar Nataraj
2008 — conf
Design of intelligent ship autopilots using particle swarm optimization.
SIS
Biswanath Samanta, Chandrasekhar Nataraj
2008 J jnl
Formation controllers for underactuated Surface Vessels and Zero Dynamics stability.
Control. Intell. Syst.
Farbod Fahimi, S. V. S. Rineesh, Chandrasekhar Nataraj
2008 J jnl
Surface roughness prediction in machining using Computational Intelligence.
Int. J. Manuf. Res.
Biswanath Samanta, Chandrasekhar Nataraj
2007 — conf
Design of finite-time stabilizing controllers for nonlinear dynamical systems.
CDC
Sergey G. Nersesov, Chandrasekhar Nataraj, Jevon M. Avis
2003 J jnl
Obstacle Avoidance for Spatial Hyper-Redundant Manipulators Using Harmonic Potential Functions and the Mode Shape Technique.
J. Field Robotics
Farbod Fahimi, Hashem Ashrafiuon, Chandrasekhar Nataraj
2002 J jnl
A general solution for the position, velocity, and acceleration of hyperredundant planar manipulators.
J. Field Robotics
Farshid Maghami Asl, Hashem Ashrafiuon, Chandrasekhar Nataraj
2002 J jnl
An improved inverse kinematic and velocity solution for spatial hyper-redundant robots.
IEEE Trans. Robotics Autom.
Farbod Fahimi, Hashem Ashrafiuon, Chandrasekhar Nataraj
2001 B conf
Is reduction in task space a condition for accelerated learning?
SMC
G. Hailu, Chandrasekhar Nataraj, Hashem Ashrafiuon