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Prof. Smriti Srivastava
Professor
Qualification
B.E(MANIT, BHOPAL), M.Tech(MANIT, BHOPAL), Ph.D (IIT Delhi)
Email
smriti@nsut.ac.in

 

 

 

 

 

 

Bio-sketch

Prof. Smriti Srivastava received the B.E. degree in Electrical Engineering and the M.Tech. degree in Heavy Electrical Equipment from Maulana Azad College of Technology [now Maulana Azad National Institute of Technology (MANIT)], Bhopal, India, in 1987 and 1991, respectively, and  Ph.D. degree in Intelligent Control from Indian Institute of Technology (IITD) New Delhi, India, in 2005. From 1988 to 1991, she was a faculty member with MANIT, and since August 1991, she has been with the Department of Instrumentation and Control Engineering, Netaji Subhas University of Technology (Erstwhile NSIT, University of Delhi), New Delhi, India, where she is presently working as Professor in the Deptt. of Instrumentation and Control Engineering,from September 2008 to till date. She was Head of the Deptt, ICE from April 2016 to October 2018, Dean Post Graduate Studies from November 2015 to February 2018 and  Dean Under Graduate Studies from July 2013 to November 2015.She has also worked as Associate Head of Instrumentation & Control Engineering  Deptt. from April 2004 to Nov 2007 and from September 2008 to December 2011. She has over 150 publications in International Journals and Conferences in the areas of AI,ML,Neural Networks, Fuzzy logic,Control Systems and Biometrics. There are 2 patents and 6 best paper awards to her credit. She has given a number of invited talks and organised workshop and conferences mostly in the area of AI,ML,Fuzzy Logic, Non-Linear control systems neural networks and Biometrics. Her current research interests include neural networks, fuzzy logic, and hybrid methods in modeling, identification and control of nonlinear systems and Biometrics. She has supervised over 50 Undergraduate Projects,over 20 Mtech thesis and around 12 PhD thesis.

She is the reviewer of  IEEE Transactions on Systems, Man and Cybernetics (SMC), Part-B. IEEE Transactions on Fuzzy Systems, Journal of Applied Soft Computing, Neurocomputing, ISA Transactions (Elsevier), Softcomputing, Neural Computing and Applications (Springer).

She has been Guest Editor of number of International Journals  and Books.Her paper titled “Identification and Control of a Nonlinear System using Neural Networks by extracting the System Dynamics”, was selected by the Institute of Electronics and Telecommunication Engineers for IETE – K S Krishnan Memorial Award for the best system oriented paper. She is also nominated for ‘International Engineer of the Year 2008’ by International Biographical Center of Cambridge England in 2008. Her name was appeared in Silver Jubilee edition of ‘Marquis Who’s Who in the World’ in November 2007, 2008 and 2009. Her paper titled ‘New Fuzzy Wavelet Neural Networks for system Identification and Control’ second most downloadable paper of the year 2006 from the list of Journals comes under ‘Science Direct.’ 

Areas of Interest

  • Neural networks
  • Fuzzy logic
  • Modeling
  • Biometrics
  • Identification and control of nonlinear systems.

Honours and Awards

  1. Paper titled “Finger Vein Recognition using Deep Learning” Authored by Bhavya Chawla, Shikhar Tyagi, Rupav Jain, Archit Talegaonkar, and Smriti Srivastava was selected best paper in  International Conference on “Artificial Intelligence and Applications” ICAIA 2020 Organized by Maharaja Surajmal Institute of Technology , from 6th February to 7th February 2020,New Delhi.
  2. Paper titled “Whale Optimization based Control of Non-Linear Systems” Authored by Vishal Srivastava and Smriti Srivastava was selected best paper in  International Conference on “Power, Energy, Environment and Intelligent Control” PEEIC 2019,Organized by Deptt. of  Electrical and Electronics Engg, G L Bajaj Institute of Technology and Management, from 18th to 19th October 2019, Greater Noida (UP).
  3.  Paper titled “Modeling of Fractional Order Chaotic Systems using Artificial Bee    Colony Optimization and Ant Colony Optimization” Authored by Sangeeta Gupta,  Varun Upadhyaya, Ayush Singh, Pragya Varshney and Smriti Srivastava was selected best paper in International Conference SIGMA 2018 at NSIT, New Delhi.
  4. Paper titled “Palmprint Recognition using Novel Oriented Gabor Gradients” Authored by ‘Gopal , Smriti Srivastava, Vishal Kalra and Ashish Joshi was selected best paper in International Conference SIGMA 2018 at NSIT, New Delhi.
  5. Paper titled “Multi-level Fusion of Palmprint and Dorsal Hand Vein”. Authored by ‘Gopal Chaudhary, Smriti Srivastava, and Saurabh Bhardwaj in Proceedings Information Systems Design and Intelligent Applications 2016. 321-330, was selected best paper by Springer in India 2016 conference.
  6. Paper titled “Project Based Learning in Engineering Education” authored by Smriti Srivastava and Monika Gupta was identified as the Best Poster in Poster Session, held during ICTIEE 2015, organized jointly by BMS College of Engineering (BMSCE) and Indo-US Collaboration for Engineering Education IUCEE.
  7. Paper titled “Identification and Control of a Nonlinear System using Neural Networks by Extracting the System Dynamics”, was selected by the Institute of Electronics and Telecommunication Engineers for IETE – K S Krishnan Memorial Award for the best system oriented paper in 2008.
  8. Listed in Silver Jubilee edition of ‘Marquis Who’s who in the World’ in November 2007, 2008 and 2009.
  9. Nominated for ‘International Engineer of the Year 2008’ by International Biographical Center of Cambridge, England in 2008.
  • Paper titled ‘New Fuzzy Wavelet Neural Networks for system Identification and Control’ second most downloadable paper of the year 2006 from the list of Journals comes under “Science Direct”.
Publications in International Journals

 

Publications in National Journals

 

Publications in National Conferences

 

Publications in International Conferences

 

Books/Book Chapters

 

Publications (Click to expand)

Journals

  1. Rajesh Kumar and Smriti Srivastava. "A novel dynamic recurrent functional link neural network-based identification of nonlinear systems using Lyapunov stability analysis." Neural Computing and Applications , Springer,(July 2021): 33(4),1-18.
  2. Hasmat Malik, Gopal and Smriti Srivastava, “Digital transformation through advances in artificial intelligence and machine learning”, Journal of Intelligent & Fuzzy Systems, IOS Press, vol. Pre-press, no. Pre-press, pp.1-8( Feb.2021).  DOI:10.3233/JIFS-189787 .
  3. Rajesh Kumar, Smriti Srivastava, and Amit Mohindru. "Lyapunov stability-Dynamic       Back Propagation-based comparative study of different types of functional link neural networks for the identification of nonlinear systems." Journal of Soft Computing , Springer,24, no. 7 (2020): 5463-5482.
  4. Rajesh Kumar, and Smriti Srivastava. "Externally Recurrent Neural Network based   identification of dynamic systems using Lyapunov stability analysis." ISA transactions , Elsevier , 98 (2020): 292-308.
  5. G.Chaudhary, S.Kaur, Smriti Srivastava, M. Khari, R.Crespo and J.Kumar,” Exploiting feature space using overlapping windows for improving biometric recognition”, in Computers & Electrical Engineering, Elsevier, pp. 1-14, April 2021.
  6. Smriti Srivastava,Q. Wu, M.Gupta, G.Chaudhary, Q.Hua and J.Li, “Comparative Study of Evolutionary Computation Based PI, FOPI and NN Controllers for Dstatcom”, Journal of Circuits Systems and Computers, World Scientific, 2021, doi: 10.1142/S0218126621502492.
  7. M.Gupta, Smriti Srivastava,G.Chaudhary, M.Khari and J.Fuente “Voltage Regulation using Probabilistic and Fuzzy Controlled Dynamic Voltage Restorer for Oil and Gas Industry”, in International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, World Scientific,vol. 28, pp. 49-64, 2020, doi: 10.1142/S0218488520400139.
  8. A.Dass, Smriti Srivastava, G.Chaudhary, “Air pollution: A review and analysis using fuzzy techniques in Indian scenario”, Environmental Technology & Innovation, Elsevier,vol 22,2021,101441,ISSN 2352-1864, doi:10.1016/j.eti.2021.101441.
  9. V.Srivastava and Smriti Srivastava, “ Hybrid Optimization Based PID Control of Ball and Beam System”, Journal of Intelligent & Fuzzy Systems, IOS Press, pp.1-10(2021). doi: 10.3233/JIFS-189760 
  10. S.Singh and Smriti Srivastava, “Kernel Fuzzy C- Means Clustering with Teaching Learning Based Optimization Algorithm (TLBO-KFCM)”, Journal of Intelligent & Fuzzy Systems, IOS Press, pp.1-9(2021). doi: 10.3233/JIFS-189771
  11. S.Sarin,  A. Mittal, A. Chugh and Smriti Srivastava, “CNN-based Multimodal Touchless Biometric Recognition System Using Gait and Speech”, Journal of Intelligent & Fuzzy Systems,IOS Press, pp.1-10(2021). doi:  10. 3233 /JIFS-189765

 

  1. S.Gupta, P. Varshney and Smriti Srivastava “Whale Optimization Based Synchronization and Control of Two Identical Fractional Order Financial Chaotic Systems”, Journal of Intelligent & Fuzzy Systems, IOS Press,pp.1-14(2021). doi:  10.3233/JIFS-189761

 

  1. S.Tyagi, B. Chawla, R. Jaln and Smriti Srivastava “Multimodal Biometric System Using Deep Learning Based on Face and Finger Vein Fusion”,  Journal of Intelligent & Fuzzy Systems,IOS Press, pp.1-14(2021). doi:  10.3233/JIFS-189762

 

  1. V.Srivastava, Smriti Srivastava, G.Chaudhary and F. Al-Turjman, “A systematic approach for COVID-19 predictions and parameter estimation”, Journal of Personal and Ubiquitous Computing, Springer, pp. 1-13,(2020). DOI: 10.1007/s00779-020-01462-8

 

  1. Rajesh  Kumar, Smriti Srivastava, J. R. P. Gupta, and Amit Mohindru. "Temporally local recurrent radial basis function network for modeling and adaptive control of nonlinear systems." ISA transactions,Elsevier, 87 (2019): 88-115.  
  2. Rajesh  Kumar, Smriti Srivastava, J. R. P. Gupta, and Amit Mohindru. "Comparative study of neural networks for dynamic nonlinear systems identification." Soft Computing,  Springer,23, no. 1 (2019): 101-114. 
  3. Vanita Jain, Smriti Srivastava & Gopal Chaudhary , “Recent Trends in Computational Intelligence, Evolutionary Optimization and Techniques”, Journal of     Information and Optimization Sciences, Taylor and Francis, 40:2, pp (iii)-(iv), (2019) DOI: 10.1080/02522667.2019.158784.
  4. Raman Tiwari, Rajesh Kumar, Rajat Gera, and Smriti Srivastava. "On comparing the performances of MLP and RBFN on sales forecasting problem." International Journal of Information Technology, Springer (2019): 1-9.
  5. Rajesh  Kumar, and Smriti Srivastava. "Externally Recurrent Neural Network-based identification of dynamic systems using Lyapunov stability analysis." ISA transactions, Elsevier, pp 88-115(2019).
  6. Rajesh  Kumar, Smriti Srivastava, and Amit Mohindru. "Lyapunov stability-Dynamic Back Propagation-based comparative study of different types of functional link neural networks for the identification of nonlinear systems." Soft Computing (2019), Springer 1-20.  
  7. Rajesh  Kumar, Shefali Srivastava, Anuli Dass, and Smriti Srivastava. "A novel approach to predict stock market price using radial basis function network." International Journal of Information Technology , Springer(2019): 1-9.
  8. Gopal Chaudhary and Smriti Srivastava. "A Robust 2D-Cochlear transform-based palmprint recognition." Journal of Soft Computing , Springer,( May 2019): 1-18.
  9. Vishal Srivastava and Smriti Srivastava. "Control of continuous stirred tank reactor (CSTR) using nature inspired algorithms." Journal of Information and Optimization Sciences, Taylor and Francis,40, no. 2 ( March 2019): 329-338.

 

  1. Anuli Dass, Smriti Srivastava, and Gopal Chaudhary. "Control and analysis of carbon monoxide concentration using fuzzy and recurrent fuzzy systems." Journal of Information and Optimization Sciences , Taylor and Francis,40, no. 2 (March 2019): 493-504.
  2. Rajesh Kumar, Smriti Srivastava, J. R. P. Gupta, and Amit Mohindru. "Temporally local recurrent radial basis function network for modeling and adaptive control of nonlinear systems." ISA transactions 87 ( August 2018): 88-115.
  3. Parul Arora, Smriti Srivastava, Madasu Hanmandlu, and Sandeep Bhargava. "Robust Authentication using Dorsal Hand Vein Images." IEEE Journal of Intelligent Systems, Volume 34, Issue 2 , (March-April 2019), pp 1-18.

 

  1. Anuli Dass and Smriti Srivastava. "Identification and control of dynamical systems using different architectures of recurrent fuzzy system." ISA transactions, Elsevier ( January 2019): 107-118.

 

  1. Rajesh Kumar, Smriti Srivastava, J.R.P. Gupta, and Amit Mohindru. “Self-Recurrent wavelet neural network based identification and adaptive predictive control of nonlinear dynamical systems” International journal of adaptive control and signal processing, Wiley (September2018) Volume 32, Issue 9: 1326-1358, 2018.

 

  1. Rajesh Kumar, Smriti Srivastava, J. R. P. Gupta, and Amit Mohindru. "Comparative study of neural networks for dynamic nonlinear systems identification." Soft Computing”, Springer,23, no. 1 (2019): 101-114.

 

  1. Rajesh Kumar, Smriti Srivastava, J.R.P. Gupta, and Amit Mohindru. “Diagonal recurrent neural network based identification of nonlinear dynamical systems with Lyapunov stability based adaptive learning rates”. Neurocomputing, Elsevier, 287 (2018): 102-117.

 

  1. Rajesh Kumar, Smriti Srivastava, J.R.P. Gupta. “Comparative Study of Neural Networks for Control of Nonlinear Dynamical Systems with Lyapunov Stability-Based Adaptive Learning Rates”. Arabian Journal for Science and Engineering, Springer 2018: 2971-2993.

 

  1. Rajesh Kumar, Smriti Srivastava, and J.R.P. Gupta. “Online modeling and adaptive control of robotic manipulators using Gaussian radial basis function networks” Neural Computing and Applications, Springer, 30.1 (2018): 223-239. 
  2. Smriti Srivastava, Hasmat Malik and Rajneesh Sharma,“intelligent tools and techniques for signals, machines and automation” Journal of Intelligent & Fuzzy Systems, IOS Press, vol. 35, no. 5, pp. 4895-4899, 2018.doi: 10.3233/JIFS-169773.
  3. Smriti Srivastava, Gopal, Vishal Kalra and Ashish Joshi. “Palmprint Recognition using Novel Oriented Gabor Gradients." Journal of Intelligent and Fuzzy Systems, 34 (3) pre-press 1-7, IOS Press (2018)
  4. Smriti Srivastava, Gopal, and Saurabh Bhardwaj. “Multi-Scenario Dataset for Speaker Recognition". Journal of Intelligent and Fuzzy Systems 34 (3), 1385-1392, IOS Press (2018).

 

  1. Tiwari Raman ,Saxena Manav Kumar , Mehendiratta Prajna, Vatsa Kshitij  Srivastava Smriti, Gera Rajat “Market segmentation using supervised and unsupervised learning techniques for E-commerce applications” Journal of Intelligent and Fuzzy Systems , 1-12, IOS Press , Pre Press(2018).
  2.  Sachin Srivastava, Aiswarya PG, Monika Gupta, Nikhilesh Prasannakumar, Ashank                                            Rudola, Ayushi Mallick, Smriti Srivastava. "A Comparative Study of PID and Neuro-Fuzzy based Control Schemes for a 6-DoF Robotic Arm” Journal of Intelligent and Fuzzy Systems, IOS Press,Netherlands, 2018.
  3. S. Gupta, V. Upadhyaya, A. Singh, P. Varshney and S. Srivastava, “Modeling of Fractional   Order Chaotic Systems using Artificial Bee Colony Optimization and Ant Colony Optimization,” Journal of Intelligent and Fuzzy Systems, IOS Press , 2018, vol.6, pp. 1-8, DOI: 10.3233/JIFS-169816.
  4.  Rajesh Kumar, Smriti Srivastava, and J.R.P. Gupta. “Diagonal recurrent neural network basedadaptive control of nonlinear dynamical systems using Lyapunov stability criterion”. ISA Transactions, Elsevier (I.F=3.370), Volume 67, March 2017, Pages 407-427.  
  5. Rajesh Kumar, Smriti Srivastava, and J.R.P. Gupta. “Lyapunov stability-based control and identification of nonlinear dynamical systems using adaptive dynamic programming” Journal of Soft Computing, Springer (I.F=2.367), (2017): 4465-4480.
  6. Rajesh Kumar, Smriti Srivastava, and J.R.P. Gupta. “Modeling and adaptive control of nonlinear dynamical systems using radial basis function network”. Journal of Soft Computing, Springer (I.F=2.367), (2017): 4447-4463.
  7. Gopal, Smriti Srivastava. “Accurate human recognition by score level and feature level fusion using palm-phalanges print" Arabian Journal for Science and Engineering, Springer, Vol. 42(7) (2017).
  8. Gopal Chaudhary, Smriti Srivastava, and Saurabh Bhardwaj. “Feature Extraction Methods for Speaker Recognition: A Review." International Journal of Pattern Recognition and Artificial Intelligence , Wiley, Vol. 31, No. 12, (2017).
  9. Gopal, Shefali Srivastava, and Smriti Srivastava. “Biometric Authentication using Local Subspace Adaptive Histogram Equalization." Journal of Intelligent and Fuzzy Systems, IOS Press, 32(4), 2017: 2893–2899.
  10. Gopal, Smriti Srivastava, Saurabh Bhardwaj, and Sandeep Bhargava. “Fusion of palm-phalanges print with palmprint and dorsal hand vein”. Applied Soft Computing, Elsevier 47 (2016): 12-20. DOI:10.1016/j.asoc.2016.05.039.
  11. Gopal Chaudhary, Srivastava Smriti, and Saurabh Bhardwaj. “A Robust Biometrics Multi Level Fusion Scheme”. International journal of image mining (2016), Inderscience Publishers, Vol 2, No. 2,pp 100-115.
  12. Arora, P., Srivastava, S., Bhargava, S. &Hanmandlu, M. (2016), “Multimodal Biometric System based on Information Set Theory and Refined scores”, Journal of Soft Computing, Springer, Vol. 21, Issue 17,pp 5133-5144 doi:10.1007/s00500-016-2108-z.
  13. Arora, P., Srivastava, S. & Shivank (2016), “Analysis of Gait flow image and Gait Gaussian Image using Extension Neural Network for Gait recognition” International journal of rough sets and data analysis, IGI Global, vol. 3, no. 2, pp. 45-64.
  14. M. Tushir, S. Srivastava, “Exploring different kernal functions for kernal based clustering” International  Journal of Artificial intelligence and soft computing , Inderscience, 5.3 (2016): 177-193. DOI: 10.1504/IJAISC.2016.078482.
  15. Arora, P., Hanmandlu, M., Srivastava, S. (2015) “Gait based authentication using gait information image features” Pattern Recognition Letters, Elsevier, vol. 68, pp. 336-342.
  16. Arora, P., Srivastava, S., Arora, K., & Bareja, S. (2015). Improved Gait Recognition Using Gradient Histogram Gaussian Image. Procedia Computer Science, Elsevier, vol. 58, pp. 408-413.
  17. M. Gupta, S. Srivastava, J.R.P. Gupta, “A Novel Controller for  Model with Combined LFC and AVR Loops of single Area Power System”, Journal of Institution of Engineers (India): series B, Springer, pp. 1-9, 2014 DOI: 10.1007/s40031-014-0159-z.
  18. S. Bhardwaj, S. Srivastava, M.Hanmandlu, J.R.P.Gupta, “GFM Based Methods for Text Independent Speaker Identification”, IEEE Transactions on Systems, Man, and Cybernetics, Part B,vol. 43,no.3,pp.1047-1058 , 2013 DOI: 10.1109/TSMCB.2012.2223461.
  19.  S. Bhardwaj, S. Srivastava, O.S. S Sastry, J.R.P Gupta, and B. Bandyopadhyay, “Estimation of solar radiation using combination of Hidden Markov Model and Generalized Fuzzy Model”, Journal of Solar Energy, Elsevier, vol. 93, pp. 43-54, 2013 DOI: 10.1016/j.solener. 2013.03.020
  20. Singh, Madhusudan, Vamsi K. Madasu, S. Srivastava, and Madasu Hanmandlu. “Choquet fuzzy integral based verification of handwritten signatures”. Journal of Intelligent & Fuzzy Systems, IOS Press,Applications in Engineering and Technology 24, no. 1 (2013): 145-161 DOI: 10.3233/IFS-2012-0541           
  21. M. Gupta, S. Srivastava, J.R.P. Gupta,“A Novel Control Scheme for Load frequency control,” Majlesi Journal of Electrical Engineering “vol. 7, no. 2 (2012): 31-40. August 2012.
  22. S. Bhardwaj, S. Srivastava, J.R.P.Gupta and Ashish, “Chaotic Time Series prediction Using Combination of Hidden Markov Model and Neural Nets,” International Journal of Computer Information Systems and Industrial Management Applications, Vol 4 (2012) pp. 236 -243. DOI: 10.1109/CISIM.2010.5643518.
  23. Meena Tushir and Smriti Srivastava, “Application of a Novel Hybrid Controller for Load Frequency Control”, International Journal of Control, Engineering and Technology, 2.2 (2012).
  24. Meena Tushir, Smriti Srivastava and Yogendra Arya, “Application of Hybrid Fuzzy Controller for Three Area Power System with Generation Rate Constraint”  International Journal of Energy Technology and Policy, Inderscience 8.2 (2012): 159-173. DOI: 10.1504/ IJETP.2012.046565.
  25. S. Srivastava, Vidya Sukumar, Parampreet Bhasin and D ArunKumar, “A Laboratory Test bed for Embedded Fuzzy Control”, IEEE Trans. on Education, Vol. 54, issue 1, pp 14-23 Feb 2011. DOI: 10.1109/TE.2010.2041004.

 

  1. Meena Tushir and Smriti Srivastava, Type-2 fuzzy logic controller Implementation for tracking control of DC motor, International Journal of Computer Network Security, 1 (3) (2011), 34-41.
  2. Meena Tushir, Smriti Srivastava, Design and Simulation of a Novel Clustering based Fuzzy Controller for DC Motor Speed Control, Journal of Innovative System Design and Engineering, 2(7) (2011), 1-12.

 

  1. Meena Tushir and Smriti Srivastava, Generation of Fuzzy Rules using Kernel-based Clustering in the Design of Fuzzy Controller in International Journal of Computational Cognition (IJCC) ,(2010)

 

  1. Meena Tushir and Smriti Srivastava, A New Kernelized hybrid c-means Clustering Model with Optimized Parameters, Journal of Applied Soft Computing, 10(2) (2010), 381-389. March 2010. (Elsevier) DOI: 10.1016/j.asoc.2009.08.020.

 

  1. Madhusudan Singh, Smriti Srivastava, M. Hanmandlu and J.R.P. Gupta, “Design of Interval Networks Based on Neural Network and Choquet Integral”,  Journal of Applied Soft Computing, Elsevier, 11, no. 1 (2011): 138-153.DOI: 10.1016/j.asoc.2009.11.005.

 

  1. Madhusudan Singh, Smriti Srivastava, M. Hanmandlu and J.R.P. Gupta, “Type-2 Fuzzy Wavelet Networks (T2FWN) for System Identification using Fuzzy Differential and Lyapunov Stability Algorithm”, Journal of Applied Soft Computing, Elsevier, 9 (3), pp. 977-989, June 2009. DOI: 10.1016/j.asoc.2008.03.017.

 

  1. Smriti Srivastava, Madhusudan Singh, Vamsi K. Madasu and Hanmandlu and J.R.P. Gupta, “Choquet Fuzzy Integral based Modeling of Nonlinear System”, Journal of Applied Soft Computing, Elsevier,Vol 8, Issue 2, pp 839-848, March 2008. DOI: 10.1016/j.asoc.2007.07.001.

 

  1. Madhusudan Singh, Smriti Srivastava, M. Hanmandlu and J.R.P. Gupta, “Type-2 Fuzzy sets based Modeling of Non linear System Using Choquet Integral and Fuzzy Difference Equation, International Journal of Computational Cognition ,pp.1-7,Vol 6,No.1, March 2008.

 

  1. Madhusudan Singh, Smriti Srivastava, M. Hanmandlu and J.R.P. Gupta, “Extraction of System Dynamics for a Nonlinear System using Type-2 Fuzzy Sets based Neuro-Fuzzy Model”, WSEAS Transaction on Computers, pp.865-870, Issue 6, Vol. 6, June 2007.

 

  1. Madhusudan Singh, Smriti Srivastava, M. Hanmandlu and J.R.P. Gupta, “Identification and Control of Nonlinear Systems using Type-2 fuzzy set based Neuro-Fuzzy Model”, WSEAS Transaction on Computers, pp.935-940, Issue 6, Vol. 6, June 2007.

 

  1. Madhusudan Singh, Smriti Srivastava, J.R.P. Gupta and M. Hanmandlu, “Identification and Control of a Nonlinear System using Neural Networks by Extracting the System Dynamics”, IETE Journal of Research, Vol.53, No.1, pp.43-50, Jan-Feb. 2007. DOI: 10.1080/03772063.2007.10876120.

 

  1. Madhusudan Singh, Smriti Srivastava, J.R.P. Gupta and M. Hanmandlu, “A New Algorithm based Type-2 Fuzzy Controller for Diabetic Mellitus Patient”, International Journal of Biomedical Engineering and technology, Vol. 1, No. 1, pp. 18-40, 2007. (Inderscience) DOI: 10.1504/IJBET.2007.014135.

 

  1. Smriti Srivastava, Madhusudan Singh, M. Hanmandlu and A.N. Jha, “Identification and Control of Non-Linear Dynamical Systems using Wavelets and Neural Network”, IETE Journal of Research, Vol. 52, No. 4, pp. 305-313, July-August 2006.

 

  1. Smriti Srivastava, Ankur Bansal, Deepak Chopra and Gaurav Goel, “Modeling and Control of a Choquet Fuzzy Integral Based Controller on Real Time System”, WSEAS Transaction on Systems, pp. 1571-1578, Issue-7, Vol. 5, July 2006.

 

  1. Smriti Srivastava, Madhusudan Singh, M. Hanmandlu and A. N. Jha, “New Fuzzy Wavelet Neural Networks for system Identification and Control”, Journal of Applied Soft Computing, Elsevier, pp. 1-17, Issue-I, Vol. 6, Nov. 2005. DOI: 10.1016/j.asoc.2004.10.001.

 

  1. Smriti Srivastava, Madhusudan Singh, M. Hanmandlu and A.N. Jha, “Modeling of Nonlinear Systems by FWNNs and their Intelligent Control”, International Journal of Adaptive Control and Signal Processing, Wiley, pp. 505-530, Issue 7, Vol. 19, 2005. DOI: 10.1002/acs.863.

 

  1. Smriti Srivastava, Madhusudan Singh and A.N. Jha, “Identification of a Nonlinear system using FTF and - LMS algorithm”, Paritantra, Systems society of India, Vol. 10, pp. 55-59, Dec. 2004.

 

Conferences

  1. Bhavya Chawla, Shikhar Tyagi, Rupav Jain, Archit Talegaonkar, and Smriti Srivastava, “Finger Vein Recognition Using Deep Learning”, Proceedings of International Conference on Artificial Intelligence and Applications(2020), Advances in Intelligent Systems and Computing 1164, Springer,pp-69-78.
  2. Sumit Sarin, Anirudh Chugh, Antriksh Mittal, and Smriti Srivastava ,“Comparing CNN Architectures for Gait Recognition Using Optical Flows”, Proceedings of  International Conference on Innovative Computing and Communications, Advances in Intelligent Systems and Computing (2020), 1166,Springer, pp-887-893.
  3. Saumya Singh and Smriti Srivastava , “ Review of Clustering Techniques in Control System “International Conference on Smart Sustainable Intelligent Computing and Applications under ICITETM2020 ,Procedia, Computer Science,Elsevier,pp 272-280.
  4. Vishal  Srivastava and Smriti Srivastava, “ Optimization Algorithm-Based Artificial Neural Network Control of Nonlinear Systems”, Proceedings of  International Conference on Innovative Computing and Communications, Advances in Intelligent Systems and Computing (2020), 1166,Springer, pp-1007-1011.
  5. Pranjal Naman, Satyarth Vats, Monarch Batra, Raunaq Bhalla, and Smriti Srivastava, “Seizure Detection from Intracranial Electroencephalography Recordings “,Proceedings of  International Conference on Innovative Computing and Communications, Advances in Intelligent Systems and Computing(2020), 1166,Springer, pp-867-875.
  6. P. Arora, G. Chaudhary and Smriti Srivastava, “Exploiting Oriented Gradient Histogram for Dorsal Vein Recognition”, Twelfth  International Conference on Cotemporary Computing(IC3) ,JPIET, Noida, U. P., India, 2019,pp 1-4.Doi:10.1109/ IC3.2019.8844929.
  7. Vishal Srivastava and Smriti Srivastava, “Whale Optimization Algorithm (WOA) Based Control Of Nonlinear Systems”, 2nd International Conference on Power Energy, Environment and Intelligent Control (PEEIC) held at G. L. Bajaj Inst. of Technology and Management Greater Noida, U. P., India, Oct 18-19, 2019.
  8. Raman Tiwari, Smriti Srivastava and Rajat Gera, “Investigation of Artificial Intelligence Techniques in Finance and Marketing”, “International Conference on Smart Sustainable Intelligent Computing and Applications under ICITETM2020 ,Procedia, Computer Science,Elsevier,pp 149-157.
  9. Sangeeta Gupta,Gaurava Gautam, Deepak, Divyanshu Vats, Pragya Varshney, and Smriti Srivastava,“Estimation of Parameters in Fractional order Financial Chaotic system with Nature Inspired Algorithms,” Procedia Computer Science, 173, Jan 2020, pp. 18-27. DOI: https://doi.org/10.1016/j.procs.2020.06.004.
  10. Arushi Gupta and Smriti Srivastava, “Comparative Analysis of Ant Colony and Particle Swarm Optimization Algorithms for Distance Optimization” “International Conference on Smart Sustainable Intelligent Computing and Applications under ICITETM2020 ,Procedia, Computer Science,Elsevier,pp 245-253.
  11. Arushi Gupta, Anjali Raghav and Smriti Srivastava, “Comparative Study of Machine Learning Algorithms for Portuguese Bank Data”, Proceedings of International Conference on Computing, Communication, and Intelligent Systems (ICCCIS), IEEE,19-20 Feb. 2021  DOI: 10.1109/ICCCIS51004.2021.9397083
  12. Chirag Mittal and Smriti Srivastava,” Comparison of ANN and ANFIS Controller based Hysteresis current control scheme of DSTATCOM for fault analysis to improve Power Quality”, International Conference on Electronics and sustainable communication systems”, ICESC, IEEE. 2-4 July 2020.
  13. Sangeeta Gupta,Gaurava Gautam, Deepak, Divyanshu Vats, Pragya Varshney, and Smriti Srivastava,“Estimation of Parameters in Fractional order Financial Chaotic system with Nature Inspired Algorithms,” Procedia Computer Science, 173, Jan 2020, pp. 18-27. DOI: https://doi.org/10.1016/j.procs.2020.06.004
  14. Sangeeta Gupta, AnanditaBhardwaj, Rajneesh. Sharma, Pragya Varshney, and Smriti Srivastava, "Image Edge Detection using Fractional Order Differential Calculus." In Proceedings of the 2018 the 2nd International Conference on Video and Image Processing (ICVIP), Dec 2018, pp. 44-48. DOI:https://doi.org/10.1145/3301506.3301507
  15. Dass, Anuli, and Smriti Srivastava. “On Comparing Performance of Conventional Fuzzy System with Recurrent Fuzzy System.” In Soft Computing: Theories and Applications, pp. 389-403. Springer, Singapore, 2018.
  16. Anuli Dass, Smriti Srivastava, and Monika Gupta. “Identification of Dynamic Systems Using Intelligent Water Drop Algorithm”. Published in Applications of Artificial Intelligence Techniques in Engineering, pp. 369-376, Springer, 2018.
  17. Sangeeta Gupta,Smriti Srivastava, and Pragya Varshney. “Fractional order chaotic systems: A survey,” In International Conference on Computing, Communication and Automation (ICCCA),IEEE, May 2017, pp. 1109-13.      DOI: 10.1109/CCAA.2017.822996.
  18. Rajesh Kumar, Smriti Srivastava, and J.R.P. Gupta,. "A Soft Computing Approach for Modeling of Non Linear Dynamical Systems." In proceedings of the 5th International Conference on Frontiers in Intelligent Computing: Theory and Applications pp 407-415, Springer, Springer Singapore, 2017. DOI: 10.1007/978-981-10-3153-340.
  19. Gopal Chaudhary, Shefali Srivastava, and Smriti Srivastava. "Biometric Authentication using Local Subspace Adaptive Histogram Equalization." Second International Symposium on Intelligent Systems Technologies and Applications (ISTA’16), 21-24 September 2016, Jaipur, India, 2016.
  20. Rajesh Kumar, Smriti Srivastava, and J.R.P. Gupta, “Soft Computing Technique Based Online Identification and Control of Dynamical Systems" International Symposium on Intelligent Systems Technologies and Applications ISTA 2016: Intelligent Systems Technologies and Applications 2016 pp 487- 496, Springer 2016 DOI: 10.1007/978-3-319-47952-138.
  21. Rajesh Kumar, Smriti Srivastava, and J.R.P. Gupta, “Artificial Neural Network Based PID Controller for Online Control of Dynamical Systems" published in IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES), DOI: 10.1109/ICPEICES.2016.7853092 held at DTU, New Delhi, 4th-6th July 2016.
  22. Rajesh Kumar, Smriti Srivastava, and J.R.P Gupta, “Modeling and Control of One-Link Robotic Manipulator Using Neural Network Based PID Controller”,in International Conference on Advances in Computing, Communications and Informatics (ICACCI-2016), - DTU, New Delhi.
  23. Rajesh Kumar, Smriti Srivastava, and J.R.P Gupta, “Time Series Prediction Using Focused Time Lagged Radial Basis Function Network” in 2016 International conference on Information Technology (InCITe-2016) - The next generation IT Summit.
  24. Arora, P., & Srivastava, S. (2016), “Soft computing based intelligent techniques for biometric applications”, In International conference on frontiers in Intelligent computing and applications, KIIT, Bhubaneswar.
  25. Anuli Dass, Smriti Srivastava. "On Comparing Performance of Conventional Fuzzy System with Recurrent Fuzzy System." Published in Soft Computing: Theories and Applications (SoCTA 2016), Springer, DOI: 10.1007/978-981-10-5687-1_35, pp. 389-403 held at Amity University, Jaipur, 28-30 Dec 2016.
  26. Parul Arora, S. Srivastava, “Gait Recognition Using Gait Gaussian Image”, Proceedings 2nd IEEE International conference on Signal Processing and  Integrated  Networks (SPIN), pp.791-794, Noida, India, 2015. DOI: 10.1109/SPIN.2015.7095388
  27. S. Srivastava, M. Gupta, “Project based learning in Engineering Education”, ICTIEE 2015, Bangalore.
  28. P. Srivastava, Smriti Srivastava, and H. Parthasarthy, “Optimal control of coupled motors using PAM signals in presence of stochastic noises”, Signal Propagation and Computer Technology (ICSPCT), 2014 International Conference on (IEEE), pp. 797-800, Sept.  2014.  DOI: 10.1109/ICSPCT.2014.6884898
  29. S. Srivastava, S. Bhardwaj, “Choquet Fuzzy Integral Based Controller”, 8th International conference on Intelligent Systems and control, pp. 107-112, 10-11, Coimbatore , Jan. 2014.
  30. S. Srivastava, S. Chawla, N. Aggarwal,, “Identification and control of non-linear systems using interval feed forward neural networks employing gradient descent and lyapunov stability techniques”, International conference on advancement on engineering and technology(ICAET) Chennai-2013.
  31. Saurabh Bhardwaj, S.Srivastava,S.Vaishnavi,JRP Gupta, “Chaotic time series prediction using combination of Hidden Markov Model and Neural Nets”, International Conference on Computer Information systems and Industrial Management Applications(CISIM), pp.585-589,2010.
  32. Yogendra Narayan and Smriti Srivastava, “Response of flow rate of non-interacting tanks using NCS and fuzzy controller”2013 International Conference on Emerging Trends in Communication, Control, Signal Processing and Computing Applications (C2SPCA) pp 1 – 4.
  33. Madhusudan Singh ; Smriti Srivastava, “ Design of an Interval Feed-Forward Neural Network,” 2012 Fifth International Conference on Emerging Trends in Engineering and Technology,Pages 211 – 215,Japan 2012.
  34. Vishal Mehra , Smriti Srivastava , Pragya Varshney , “Fractional-Order PID Controller Design for Speed Control of DC Motor, pp 422-425, 2010, 3rd International Conference on Emerging Trends in Engineering and Technology.
  35. Ankit Khanna, Ankit Kumar, Anupam Bhatnagar,RajivTyagi,Smriti Srivastava, “Low-cost production CNC system” 2013 7th International Conference on Intelligent Systems and Control (ISCO), IEEE Explore.
  36. Akshay Bhatia ,Smriti Srivastava ,Ankit Agarwal,”Face detection using Fuzzy Logic and skin colour segmentation in Images”,Proceedings of 3rd International Conference on Emerging trends in Engineering and Technology,IEEE,19-20 Nov 2010 , Goa India.
  37. Meena Tushir, Smriti Srivastava, Power System Load Frequency Control by Hybrid Fuzzy PID Controller, Proceedings of Intl. Conference on Electrical Power and Energy Systems, (2010), 27-31, Bhopal. DOI: 10.1109/FUZZY.2004.1375486
  38. Meena Tushir, Smriti Srivastava, A Novel Clustering Method for Fuzzy Model Identification” Proceedings of IEEE region 10 Intl. Conference. TENCON’2009, (2009), 1-5, Singapore. DOI: 10.1109/TENCON.2009.5395882.
  39. Smriti Srivastava, Monika Gupta, KS Preeti and Divya Jyoti Sharma, “On line Estimation and Control of Voltage Flicker using Neural Networks”, P1112, IEEE TENCON 2009 Singapore, 23-26 November 2009. DOI: 10.1109/TENCON.2009.5396067
  40. Smriti Srivastava, Monika Gupta and J R P Gupta,” PSO & Neural Network based Signature Recognition for Harmonic source Identification,” P 1113, IEEE TENCON 2009 Singapore, 23-26 November 2009.  DOI: 10.1109/TENCON.2009.5396064
  41. S. Srivastava, M.Gupta, J.R.P.Gupta., “PSO & Neural-Network Based Signature Recognition for Harmonic Source Identification,” IEEE TENCON, 23rd-26th Nov. 2009 Singapore.
  42. S.Srivastava, M.Gupta,J R.P.Gupta, “Adaptive Neuro-Fuzzy based Automatic Load Frequency Control in a Two Area system,” International Conference On Electrical Power and Energy Systems (ICEPES 2010), 26-28 August 2010, MANIT, Bhopal.
  43.  M.Gupta, S. Srivastava, J.R.P. Gupta, P. Jain, “A Novel Approach for LFC and AVR of an Autonomous Power Generating System,” IEEE Conference CCCA Feb. 20-21, 2011, Hongkong, China.
  44. Smriti Srivastava, Monika Gupta, Astha Manaktala, Kamayani Sadhwani,“On Comparing the Performance of Genetic Algorithm Optimized PI and Fractional Order PI Controller for Power Quality Enhancement”, International Conference on Power and Energy Systems (ICPS), springer, 2011.
  45. Monika Gupta, Smriti Srivastava ,J.R.P. Gupta, “Power System Frequency Estimation Using Neural Networks And Genetic Algorithm” proceedings of POWERCON & 2008 IEEE Power India Conference,12-15 Oct.2008 , New Delhi India. DOI: 10.1109/ICPST.2008.4745303
  46. Monika Gupta, Smriti Srivastava, M.S. Singh,  “Control of a Non-Linear Dynamic System Using a Neural Controller with Genetic Algorithm”, proceedings of CISCON-08’,Manipal,pp 147-153, Nov 2008, Manipal India.
  47. Meena Tushir and Smriti Srivastava, On Comparing the Performance of Clustering techniques,  Proceedings of Intl. Conference on Intelligent Systems and Networks, (2007), 642-644, India.
  48. Meena Tushir and Smriti Srivastava, A New Kernel based hybrid c-means Clustering Model, Proceedings of IEEE Intl. Conf. on Fuzzy Systems (IEEE-FUZZ), (2007), 1-5, London , U.K. DOI: 10.1109/FUZZY.2007.4295583.
  49. Smriti Srivastava and Meena Tushir, “On Comparing the Performance of Data Clustering Techniques”, Proceedings International Conference on Intelligent Systems and Networks (IISN 2007), Jagadhari, Haryana, India, pp. 642-644, Jan. 2007.
  50. Madhusudan Singh, Smriti Srivastava, M. Hanmandlu and J.R.P. Gupta, “Type-2 Fuzzy Set Based Neuro-Fuzzy Model for Identification and Control of Nonlinear Systems”, Proceedings of 4th International Conference on Computing, Communication and Control Technologies (CCCT 2006), Orlando, Florida, USA, pp. 5-10, Vol. II, July 2006.
  51. Smriti Srivastava and Madhusudan Singh, “Intelligent Control of Blood Glucose for Diabetes Mellitus Patient”, Proceedings of 4th International Conference on Computing, Communication and Control Technologies (CCCT 2006), Orlando, Florida, USA, pp. 11-15, Vol. II, July 2006.
  52. Pragya Varshney, Neha Gupta and Smriti Srivastava, “Realization of Fuzzy Controller Using Switched Capacitor Circuits”, Proceedings of 4th International Conference on Computing, Communication and Control Technologies (CCCT 2006), Orlando, Florida, USA, pp. 16-20, Vol. II, July 2006.
  53. Smriti Srivastava, Madhusudan Singh and Himanshu Sareen, “Different Purposes or Objectives in Knowledge Communication Processes”, Proceedings of First International Symposium on Knowledge Communication and Peer Reviewing (KCPR 2006), pp. 26-30, Orlando, Florida, USA.
  54. Smriti Srivastava, Ankur Bansal, Deepak Chopra, and Gaurav Goel, “Implementation of a Choquet Fuzzy Integral Based Controller on a Real Time System”, Proceedings of 7th WSEAS International Conference on NEURAL NETWORKS (NN'06), Cavtat, Croatia, pp. 34-40, June 2006.
  55. Monika Gupta, Smriti Srivastava and Madhusudan Singh, “Comparative Study of Neural, Fuzzy and Neuro-Fuzzy Techniques in System Identification and Control”, Proceedings of National Conference on Energy, Communication and Computer Systems (NC-ECC), New Delhi, vol. 1, pp. 160-166, Feb. 2006.
  56. Madhusudan Singh and Smriti Srivastava, “Finding the solution of the update equation of Type-2 fuzzy sets based T-S model by fuzzy differential and gradient descent based learning algorithm”, Proceedings of National Conference on Energy, Communication and Computer Systems (NC-ECC), New Delhi, vol. 1, pp. 182-187, Feb. 2006.
  57. Neha Gupta, Pragya Varshney and Smriti Srivastava, “Realization of a fuzzy controllers using switched capacitor techniques”, Proceedings of National Conference on Energy, Communication and Computer Systems (NC-ECC), New Delhi, vol. 1, pp. 199-204, Feb. 2006.
  58. Madhusudan Singh, Smriti Srivastava, J.R.P. Gupta and M. Hanmandlu, “Fuzzy Differential and Gradient Descent Based Learning Algorithm of Type-2 Fuzzy Sets for finding the solution of State Equation”, Second World Congress on Lateral Computing (WCLC 2005), September 2005, Bangalore, India.
  59. J.R.P. Gupta, Madhusudan Singh and Smriti Srivastava, “Lyapunov Stability and Fuzzy Differential based Learning for the Identification of Type-2 Fuzzy Wavelet Network”, Second World Congress on Lateral Computing (WCLC 2005), September 2005, Bangalore, India.
  60. Smriti Srivastava, Madhusudan Singh and M. Hanmandlu, “Choquet Fuzzy Integral-based Identification”, Proceedings of IEEE International Conference on Computational Intelligence and Security (CIS), Singapore¸ pp. 1334-1339, Dec. 2004. DOI: 10.1109/ICCIS.2004.1460786.
  61. J.R.P. Gupta, Madhusudan Singh, Smriti Srivastava and M. Hanmandlu, “Extraction of System Dynamics of a Nonlinear System using Neural Networks”, Proceedings of IEEE International Conference on Computational Intelligence and Security (CIS), Singapore¸ pp. 1346-1350, Dec. 2004. DOI: 10.1109/ICCIS.2004.1460788.
  62. Madhusudan Singh, Smriti Srivastava, J.R.P. Gupta and M. Hanmandlu, “A Type-2 Fuzzy Neural Model based Control of a Nonlinear System”, Proceedings of IEEE International Conference on Computational Intelligence and Security (CIS), Singapore¸ pp. 1351-1355, Dec. 2004. DOI: 10.1109/ICCIS.2004.1460789.
  63. Smriti Srivastava, Madhusudan Singh and M. Hanmandlu, “A New Strategy for Controlling Non-linear Systems”, Proceedings of IEEE International Conference on Systems, Man and Cybernetics (SMC), The Hague, Netherlands, pp. 5911-5916, Oct. 2004. DOI: 10.1109/ICSMC.2004.1401140.
  64. Smriti Srivastava, Madhusudan Singh and A.N. Jha, “Identification of a Nonlinear system using FTF and  - LMS algorithm”, Proc. of NSC 2003, Dec. 17-19, 2003, pp. 367-370, IIT, Kharagpur, India.
  65. Smriti Srivastava, Madhusudan Singh and M. Hanmandlu, “Fuzzy Wavelet Neural Network for function approximation”, Proc. of NSC 2003, Dec. 17-19, 2003, pp. 296-299, IIT, Kharagpur, India
  66. Smriti Srivastava, Madhusudan Singh and M. Hanmandlu, “On-line learning algorithm for auto regressive neural network using wavelet”, Proc. Of PCIC 2003, Jan. 3-4, 2003, pp. 2.17-2.26, January 2003 at Palghat, Kerala, India.
  67. Smriti Srivastava, M. Hanmandlu and A.N. Jha, “Modeling and Control of Carbon Monoxide Concentration using Generalized Fuzzy Model and Fuzzy PI Control”, Proc. of PCIC 2003, Jan. 3-4, 2003, pp. 4.47-4.56, January 2003, Palghat, Kerala, India.
  68. Smriti Srivastava, Madhusudan Singh and A. N. Jha, “Control and Identification of Non-Linear Systems affected by noise using wavelet network”, Proceedings of International Workshop on Intelligent Systems Design and Application (ISDA-2002), pp. 51-56, August 2002, Atlanta, USA.
  69. Smriti Srivastava, M. Hanmandlu and A. N. Jha, “A Wavelet Network for Identification and Control of Non-Linear Dynamical Systems”, Proceedings of 4th Asian control Conference, September 2002, Singapore.
  70. Smriti Srivastava, M. Hanmandlu and A.N. Jha, “On Comparing the performances of Class I, II, III and IV Generalized Fuzzy Models”, Proceedings of 4th Asian control Conference, September 2002, Singapore.

  Book Chapters  

  1. Raman Tiwari, Rajesh Kumar, Smriti Srivastava, and Rajat Gera, “Diagonal  Recurrent Neural Network Based Prediction Model for Sales Forecasting , “ Metaheuristic and Evolutionary Computation: Algorithms and Applications, Studies in Computational Intelligence 916 (2020), Springer pp 629-648. https://doi.org/10.1007/978-981-15-7571-6_29.
  2. Gopal Chaudhary, Srivastava Smriti, Bhardwaj Saurabh and Srivastava Shefali. “Information Fusion in Animal Biometric Identification.” Information Systems Design and Intelligent Applications. Springer India, 2016.
  3. Rajesh Kumar, Smriti Srivastava, and J.R.P Gupta. “A Soft Computing Approach for Modeling of Non Linear Dynamical Systems."Advances in Intelligent Systems and Computing (AISC) series, Springer 2016.
  4. Rajesh Kumar, Smriti Srivastava, and J.R.P. Gupta, “Application of Soft Computing Technique for Online Identification and Control of Dynamical Systems” Advances in Intelligent Systems and Computing Series, Springer 2016.
  5. Gopal Chaudhary, Smriti Srivastava and Bhardwaj Saurabh. “Multi-level Fusion of Palmprint and Dorsal Hand Vein”. Information Systems Design and Intelligent Applications. Springer India, 2016. 321-330. DOI: 10.1007/978-81-322-2755-7_34.
  6. Gopal, Smriti Srivastava, Saurabh Bhardwaj, and Preet Kiran. “Gaussian Membership Function Based Speaker Identification Using Score Level Fusion of MFCC and GFCC”.  Proceedings of the International Congress on Information and Communication Technology, Springer, pp. 283-291. Springer Singapore, 2016. DOI: 10.1007/978-981-10-0767-5_31.
  7. Gopal Chaudhary, Smriti Srivastava, Saurabh Bhardwaj, and Shefali Srivastava. Information Fusion in Animal Biometric Identification." Information Systems Design and Intelligent Applications, Springer India, 2016.
  8. Parul Arora, Smriti Srivastava, Abhishek Chawla, Shubhkaran Singh (2016) “Human Gait Recognition Using Fuzzy Logic”, Computational Intelligence, Cyber security and Computational Models, Springer Singapore, vol. 412, pp 277-287. DOI: 10.1007/978-981-10-0251-9_27.
  9. Parul Arora, Smriti Srivastava, Rachit Jain, Prerna Tomar (2016) “Parametric Curve based Human gait recognition”, Information Systems Design and Intelligent Applications. Springer India, 2016. 367-375. DOI: 10.1007/978-81-322-2757-1_37.
  10. S. Srivastava, S. Bhardwaj, A. Bhandari, K. Gupta, H. Bahl, & J.R.P. Gupta, (2013). Wavelet Packet Based Mel Frequency Cepstral Features for Text Independent Speaker Identification.  Intelligent Informatics (pp. 237-247). Springer DOI: 10.1007/978-3-642-32063-7_26.
  11. S. Srivastava, S. Bhardwaj, J.R.P. Gupta, (2013). A novel clustering approach using shape based similarity ,Intelligent Informatics (pp. 17-27). Springer. DOI: 10.1007/978-3-642-32063-7_3.
  12. Parul Arora, S. Srivastava and Shivank, “Human gait Recognition using Gait Flow Image and Extension Neural Network”, Advances in Intelligent Systems and Computing, Springer, vol. 380, pp 1-10. DOI: 10.1007/978-81-322-2523-2_1.2016

Technical Experience

Patents granted

Srivastava Sachin, Gupta Monika, Srivastava Smriti , India, “Ensemble Classifier based Indoor Localization System”, Patent no. 364730, filed 01/03/2020, granted 04/15/2021.

Srivastava Smriti, Khari Manju, Kumar Sushant, Gupta Monika, Mukhrjee Saurabh,

Australia, “A System for weather monitoring and natural disasters prevention using IOT enabled devices” Patent no. 2021100954, filed 02/20/2021, granted 04/14/2021.

Book/Journal Editing

  1.  Editor of Book,EAI/Springer Innovations in Communication and Computing:  Concepts and Real-Time Applications of Deep learning, 978-3-030-76166-0,   503479_1_, October 2021.
  2. Guest Editor of  a special issue on “ Digital Transformation through advances in Artificial Intelligence and Machine Learning”,Journal of Intelligent and Fuzzy Systems, IOS Press, Netherlands ( March 2021)
  3. Guest Editor of  special issue on“Intelligent Control using Deep Learning and its applications in assistive systems”, Journal of Mechatronic Systems and Control,Acta Press, to be published in December 2021.
  4. Guest Editor of a special issue on “Recent Trends in Computational Intelligence, Evolutionary Optimization and Techniques” , Journal of Information and Optimization Sciences, Taylor&Francis,Vol.40, no. 2, ( March 2019)
  5. Guest Editor of  a special issue on “SIGMA 2018”, Journal of Intelligent and Fuzzy Systems, IOS Press, Netherlands ( July 2018)
  6. Editor of  Proceedings titled “Applications of Artificial Intelligence in Engineering”  in Advances in Intelligent Systems and Computing, Springer 2018, ISSN 2194-5365.
  7. Editor of Proceedings titled “Computing, Communication and Control Technologies” (CCCT), for the International conference held in July 2006 at Orlando, Florida, USA.
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