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Personal Details
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| Name | Dr Shobhit Nigam |
| Designation | Assistant Professor |
| Department | Department of Mathematics, School of Technology |
| Email | Shobhit.Nigam@sot.pdpu.ac.in |
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Educational Qualifications
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| Ph.D (Software Reliability, IIT Dhanbad (ISM Dhanbad)), 2013 |
| M.Sc. (Mathematics, IIT Kanpur), 2007 |
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Professional Affiliation
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Awards
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| Qualified GATE 2009, Best paper Award in 4th International Conference on Harmony Search, Soft Computing and Applications held during Feb 7-9, 2018. |
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Publications / Articles / Conference
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| Research based or onographs/Textbooks published |
| 'Computer Vision and Robotics, Algorithms for Intelligent Systems', Springer Nature, Singapore, Apr 2023 |
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| Articles/Chapters Published in the books |
| 'A Deep Learning Approach to Forecast Cryptocurrency Prices', Springer, Singapore, Nov 2025 |
| 'Single Multiplicative Neuron Model in Predicting Crude Oil Prices and Analyzing Lag Effects', Springer Nature, Singapore, Apr 2023 |
| 'Single Multiplicative Neuron Model in Reinforcement Learning', , Aug 2018 |
| 'Analysis of Class-based Storage Strategies for the Mobile Shelf-based Order Pick System', , Jun 2014 |
| 'A Study of Single Multiplicative Neuron (SMN) Model for Software Reliability Prediction', , Jul 2012 |
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| Published Papers in Journals |
| 'Forecasting time series using convolutional neural network with multiplicative neuron', Applied Soft Computing, pp. 1-13, Mar 2025, DOI : https://doi.org/10.1016/j.asoc.2025.112921 |
| 'Crude Oil Price Prediction using Artificial Neural Network', Procedia Computer Science, Apr 2020 |
| 'Robot-Storage Zone Assignment Strategies in Mobile Fulfillment Systems', Transportation Research Part E: Logistics and Transportation Review, Elsevier, Dec 2018 |
| 'Software fault prediction using neuro-fuzzy network and evolutionary learning algorithm', Neural Computing and Applications, Jul 2016 |
| 'An Improved Additive Model for Reliability Analysis of Software with Modular Structure', Journal of Applied Mathematics and Informatics, Aug 2012 |
| 'Software Fault Prediction using Nonlinear Autoregressive with eXogenous Inputs (NARX) Network', Applied Intelligence, Springer, Jun 2012 |
| 'Effect of Change Point and Imperfect Debugging in Software Reliability and its Optimal Release Policy', Mathematical and Computer Modeling of Dynamical System, Mar 2012 |
| 'Best Subset Selection of ARMA and ARIMA Models for Software Reliability Estimation', International Journal of Modelling and Simulation, Mar 2011 |
| 'Application of fuzzy time series in prediction of time between failures & faults in software reliability assessment', Fuzzy Information & Engineering, May 2011 |
| 'Transfer Function Modelling in Software Reliability', Computing, Springer, Mar 2011 |
| 'Combined effect of fault detection and fault introduction rate on software reliability modelling', Statistics in Transition, Dec 2009 |
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| Papers presented in Conferences, Seminars, Workshops, Symposia |
| 'A deep learning approach to forecast cryptocurrency prices', 9th International Conference on Data Management, Analytics & Innovation, jan 2025 |
| 'Performance Evaluation of Mobile-Shelf Based Order Pick System', Mathematical Modeling, Computational Intelligence Techniques and Renewable Energy, Feb 2020 |
| 'A Soft Computing Approach for Stock Price Prediction', 6th International Conference on Operation Research and Statistics, Apr 2018 |
| 'Single Multiplicative Neuron Model in Reinforcement Learning ', 4th International Conference on Harmony search, Soft computing and Applications (ICHSA 2018), Feb 2018 |
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