PUBLICATIONS
Papers presented in journals:
1.”Evaluation of the ANN Based Nonlinear System Models in the MSE and CRLB Senses”. Archana R, A Unnikrishnan, R Gopikakumari , World Academy of Science , Engineering and Technology International Journal of Electronics and Communication Engineering, Vol:2, No:12, 2008 pp 2681-2685
2.“Analysis of Nonlinear System Dynamics in State Space Modeling with Recurrent Neural Networks”, International Journal of Applied Engineering Research Vol.5, Number 5, 2010, pp 861-870. (ISSN 0973-4562). URL: http:// www.ripublication.com/ijaer.htm
3.“Computation of state space evolution of chaotic systems from time series of output, based on neural network models”,Special issue of International Journal of Computer Application, Archana R, A Unnikrishnan, R Gopikakumari, pp.6 – 10 ISSN: 2319-7064
4.“Mathematical modelling and control of a mobile robot for path tracking”, Athira Ramesh, Archana R,, International Journal of Science and Research (IJSR), ISSN (Online): 2319-7064 Index Copernicus Value (2013): 6.14 | Impact Factor (2015): 6.391 Volume 5 Issue 9, pp 1328-1334
5.“A review of dissolved gas analysis techniques and transformers health conditions”, Athira Anilkumar, Archana R, International Journal of Innovative Research in Engineering science and Technology ISSN(O)-2395-4396 Vol-2 Issue-4 2017 pp 189-195
Papers presented in conferences:
1.”Study and Analysis of Nonlinear System Dynamics Using State Space Recurrent Neural Network Modeling“, Archana R, A Unnikrishnan, R Gopikakumari Inter National Conference on Advanced Computing & Communication Technologies for High Performance Applications. 24 to 26 September 2008, FISAT
2 .”Analysis of Nonlinear System Dynamics in State Space Modeling with Recurrent Neural Networks“, Archana R, A Unnikrishnan, R Gopikakumari 9th International Conference on Computers, Communications and Systems. 11 November 2008, Daegu University, South Korea
3.”Study on EKF Training Algorithm with EM for ANN Modeling of Nonlinear Systems” Archana R, A Unnikrishnan, R Gopikakumari National Conference on Computational Science and Engineering, NCCSE Rajagiri College of Social Sciences, Kalamassey, Kochi, 6 to 7 February 2009ISBN, 978-81-907044-0-3
4.”On the State Space Modeling and Identification of Arrhythmia Data Using Recurrent Neural Networks”, Archana R, A Unnikrishnan, R Gopikakumari, International Conference on Optoelectronics, Information and Communication Technologies 2009 (ICOICT2009) at Trivandrum, Kerala, India, jointly organized by SCT College of Engineering, Pappanamcodu, Govt. College of Engineering, Trivandrum and Model Engineering College, Kochi 26 to 27 February 2009
5.“A Study on EKF Training Algorithm with MLE for the ANN Modeling of Nonlinear Systems”, Archana R, A Unnikrishnan, R Gopikakumari 26 to 28 March 2009, National Conference on Recent Innovations in Technology (NCRIT 2009) RIT, Kottayam
6.“Particle Filter based Neural Network Modeling of Nonlinear Systems for State Space Estimation” Archana R, A Unnikrishnan, R Gopikakumari 21st Chinese Control and Decision Conference (CCDC) which is an annual international conference. (2009 CCDC) held in Guilin, ChinaJune 17 to 19, 2009
7.“On the Analysis of Nonlinear System Modeling with Feed Forward and RBF Neural Networks” Archana R, A Unnikrishnan, R Gopikakumari National seminar on “Emerging Trends in Information and Communication Technology organized by the Institution of Engineers India28 to 29 August 2009Cochin Kerala
8.”Neural network modeling of non linear state space models with extended Kalman filter algorithm”, Archana R, A Unnikrishnan, R Gopikakumari27 to 29, July 201029th Chinese Control Conference (CCC-2010)
9.”Time series modeling of non-linear systems: a dynamic neural network approach”, Archana R, A Unnikrishnan, R GopikakumariNational Conference on Information, Communication & Intelligent Systems, organized jointly by the Institution of Electronics & Telecommunication Engineers India (IETE) and KMEA Engineering College25 to 26 Feb 2011.
10″An intelligent computational algorithm for the identification of chaotic systems” Archana R, A Unnikrishnan, R Gopikakumari IEEE international conference on recent advances in intelligent computational techniques22 to 24 September 2011CET, SET
11.”An improved EKF based neural network training algorithm for identification of chaotic systems driven by time series”, Archana R, A Unnikrishnan, R GopikakumariProceedings of IEEE international conference on power, signals, controls and computation