Publications

Book Chapters Under Progress :
1. Sengupta, S., Peters II, R.A., Quantum-inspired Computational Intelligence: Where we stand, Modern Optimization Methods for Science, Engineering and Technology, Institute of Physics (IOP) Publisher Books. (in progress)

Journal Preprints/ Under Progress :
1. Sengupta, S., Basak, S., Tsalavoutis, V., Paul, S., Atiah, F. D., Saikia, P., Vadlamani, R., Peters II, R. A., A Comprehensive Survey of Deep Neural Networks with Applications and Future Directions, IEEE Transactions on Evolutionary Computation. (to be submitted)
2. Sengupta, S., Basak, S., Peters II, R.A., The Impact of Varying Topological Connectionist Architectures in Swarm-based Optimization Approaches using the QDDS Algorithm, Machine Learning and Knowledge Extraction, (in progress)
3. Sengupta, S., Basak, S.,Peters II, R.A., A Comprehensive Survey of Quantum-inspired Particle Swarm Optimization with Applications in Clustering High Dimensional Data, Multidimensional Systems and Signal Processing. (in progress)
4. Sengupta, S.,Basak, S.,Peters II, R.A., Design of High Dimensional FIR and IIR Filters using Quantum Double Delta Swarm Algorithm with Chaotic Perturbations, Multidimensional Systems and Signal Processing (in progress)
5. Basak, S., Sengupta, S., A Review of Data-driven Approaches in Prognostics and Health Monitoring Applications, Forecasting (in progress)

Refereed Journal Publications:
1. Sengupta, S.,Basak, S.,Peters II, R.A., Chaotic Quantum Double Delta Swarm Algorithm using Chebyshev Maps: Theoretical Foundations, Performance Analyses and Convergence Issues, Journal of Sensor and Actuator Networks, 2019, 8(1), 9.
2. Sengupta S, Basak S, Peters RA, II. Particle Swarm Optimization: A Survey of Historical and Recent Developments with Hybridization Perspectives. Machine Learning and Knowledge Extraction. 2018; 1(1):157-191.
3. Sun, F., Basak, S., Dubey, A., Sengupta, S., Algorithms for Optimizing the Schedule Of Public Transit Considering Seasonal Delays, ACM Transactions on Data Science (manuscript submitted)

Refereed Conference Publications:
1. Basak, S., Sengupta, S., Dubey, A., A Data-driven Hierarchical Prognostic Architecture for Online Monitoring of Device Health using Deep LSTM Networks, 2019 5th IEEE International Conference on Smart Computing (SMARTCOMP), June 2019, Washington DC, USA. (manuscript submitted)
2. Sengupta, S., Basak, S., Peters II, R.A., C-QDDS: Chaos-driven Quantum Double Delta Swarm Algorithm for Global Optimization using Chebyshev Maps, Proceedings of the 2018 International Conference on Applied and Computational Mathematics, Nov 2018, Indian Institute of Technology (IIT) Kharagpur, India. (in press) (To be published by Springer Nature)
3. Sengupta, S., Basak, S., Peters II, R.A., QDDS: A Novel Quantum Swarm Algorithm Inspired by a Double Dirac Delta Potential, Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, Nov 2018, Bengaluru, India. (in press)
4. Sengupta, S., Peters II, R.A., Learning to Track On-The-Fly Using a Particle Filter with AnnealedWeighted QPSO Modeled after a Singular Dirac Delta Potential, Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, Nov 2018, Bengaluru, India. (in press)
5. Sengupta,S., Basak, S., Peters II, R.A., Data Clustering using a Hybrid of Fuzzy C-Means and Quantum-behaved Particle Swarm Optimization, Proceedings of the 8th IEEE Annual Computing and Communication Workshop and Conference, Jan 2018, Las Vegas, USA.
6. Sengupta,S. and Basak, S., Computationally Efficient Low-Pass FIR Filter Design using Cuckoo Search with Adaptive Lvy Step Size, Proceedings of 2016 IEEE International Conference on Global Trends in Signal Processing, Information Computing and Communication, Dec 2016, Jalgaon, India. (Best Paper Award)
7. Dhabal,S., Sengupta, S., Efficient Design of High Pass FIR Filter using Quantum-behaved Particle Swarm Optimization with Weighted Mean Best Position, Proceedings of the IEEE 3rd International Conference on Computer, Communication, Control and Information Technology (C3IT), Feb 2015, Hooghly, India.