Dr. Lotika Singh
Assistant Professor
Educational Qualification - M.Sc., Ph.D.Dayalbagh Educational Institute, Agra
Contact
Department of Physics & Computer Science
Dayalbagh Educational Institute(Deemed to be University)
Dayalbagh, Agra 282 005(UP) India,Tel.: (0562) 280 1545
1. Teaching Assignments:
Odd Semester:
- CSM 702 (M.Sc. (CS), M.Tech.) Advanced Computer Networks,
- CSM 503 (B.Sc. CS) Computer Systems Architecture
Even Semester:
- CSM 015, (M.Sc. (CS), M. Tech.) Parallel Computing
- CSM 604 (B.Sc. CS (Hons.)) Operating Systems
2. Area(s) of Research: Artificial Intelligence
3. Research Interests:
- Evolutionary Algorithms
- Parallel Computing
- Hybrid neuro-fuzzy models
- Deep Learning
4. Honors and Recognitions:
- Young System Scientist Award, (Paritantra) , Systems Society of India (2008)
5. Selected Publications:
- Vuppuluri Sumati, Patvardhan Chellapilla, Sandeep Paul, Lotika Singh, Parallel Interval Type-2 Subsethood Neural Fuzzy Inference System, Expert Systems with Applications: An International Journal, Volume 60, pp. 156–168, 2016.
- Soniya, Paul S., Singh L. (2019) Simultaneous Structure and Parameter Learning of Convolutional Neural Network. In: Verma N., Ghosh A. (eds) Computational Intelligence: Theories, Applications and Future Directions - Volume II. Advances in Intelligent Systems and Computing, vol 799. Springer, Singapore.
- Sumati Vuppuluri, Patvardhan Chellapilla, Sandeep Paul, Lotika Singh and Mehar Swarup Vuppuluri, “Hybrid Model of Interval Type-2 Neural Fuzzy Inference System and Mutual Subsethood with Applications”, International Conference of Fuzzy Systems (FUZZ-IEEE), 2019.
- Soniya, L. Singh, and S. Paul, “A Hybrid Evolutionary Approach with Dissimilarity based Bit-Flip Operation for Filter Estimation in Convolutional Neural Networks”, National System Conference (NSC), Dec. 1-3, 2017, Agra, India.
- V. Sumati, C. Patvardhan, Sandeep Paul, Lotika Singh, Application of Interval type-2 subsethood neural fuzzy inference system in control and function approximation", in Proc. of IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Italy, 1-6 April, 2017.
- Soniya, Sandeep Paul and Lotika Singh, "Heterogeneous modular deep neural network for diabetic retinopathy detection", in Proc. of Humanitarian Technology Conference (R10-HTC), 2016 IEEE Region 10, Agra, India, 21-23 Dec., 2016.