Kusum Deep

Indian Institute of Technology Roorkee — India

Computer Science · Physical Sciences

40h-index7.9kcitations281works2.12yr avg
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Research Topics

Metaheuristic Optimization Algorithms Research(159), Advanced Multi-Objective Optimization Algorithms(81), Evolutionary Algorithms and Applications(79), Advanced Optimization Algorithms Research(28), Multi-Criteria Decision Making(17)

Publications281 total

State‐Of‐The‐Art on Ensemble of Real Coded Genetic Algorithm Operators
Expert Systems·2025
Local Search Integrated Genetic Algorithms for Solving the Colored Traveling Salesman Problem
Proceedings of the Genetic and Evolutionary Computation Conference Companion·2025
Efficient Waste Collection Routing Using F-CVRP and Dynamic Parameter Optimization via Q-Learning
Proceedings of the Genetic and Evolutionary Computation Conference Companion·2025
A nnU-Net-based automatic segmentation of FCD type II lesions in 3D FLAIR MRI images
Frontiers in Artificial Intelligence·2025· 2 citedOpen Access
Regenerative population strategy-I: A dynamic methodology to mitigate structural bias in metaheuristic algorithms
Information Sciences·2025
Laplacian biogeography-based algorithm using a gaining–sharing knowledge-based strategy for global optimization problems and the Lennard-Jones problem
Engineering Optimization·2025· 1 cited
Efficient automated evaluation of answer scripts using LLMS, NLP, and deep learning
2025· 1 cited
Examining Structural Bias in Salp Swarm Algorithm and Its Two Variants Using Signature Test: A Theoretical Study
Frontiers of artificial intelligence, ethics and multidisciplinary applications.·2025
Information Fusion in Smart Agriculture: Machine Learning Applications and Future Research Directions
SSRN Electronic Journal·2025Open Access
Information Fusion in Smart Agriculture: Machine Learning Applications and Future Research Directions
SSRN Electronic Journal·2025· 3 citedOpen Access
Integration of drone-based air quality monitoring and deep learning for predicting respiratory health impacts
AIP conference proceedings·2025
Automatic centroid initialization in k-means using artificial hummingbird algorithm
Neural Computing and Applications·2024· 3 cited
Structural bias in metaheuristic algorithms: Insights, open problems, and future prospects
Swarm and Evolutionary Computation·2024· 9 cited
XAI Based Cattle Identification with YOLO and SIFT Technique
2024
A Discrete Hybrid Grey Wolf Optimizer Algorithm to solve QuadraticAssignment Problem
2024· 1 citedOpen Access
Investigating Structural Bias in Real-Coded Genetic Algorithms
Proceedings of the Genetic and Evolutionary Computation Conference Companion·2024· 4 cited
Discrete Marine Predators Algorithm for Symmetric Travelling Salesman Problem
Evolutionary Intelligence·2024· 2 cited
Q-Learning-Driven Framework for High-Dimensional Optimization Problems
2024· 3 cited
Performance of Beta Mutation on CEC 2017 and CEC 2022 Benchmarks
2024· 2 cited
Density Peak Clustering Using Grey Wolf Optimization Approach
Journal of Classification·2024· 6 cited
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Frequent Co-authors

Shubham Gupta(16), Jagdish Chand Bansal(11), Millie Pant(8), Kedar Nath Das(5), Shail Kumar Dinkar(4), Atulya K. Nagar(4), Assif Assad(3), Seyedali Mirjalili(3), Hossein Moayedi(3), Manoj Thakur(2), Ali Asghar Heidari(2), Pinkey Chauhan(2), DIPTI DIPTI(2), Kavita Gupta(2), Krishna Pratap Singh(1), Mitthan Lal Kansal(1), Chilukuri K. Mohan(1), Kanchan Rajwar(1), Swagatam Das(1), Radha Thangaraj(1)