Abhishek Kumar

43 papers A* 2B 2C 1Journal 35Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An Efficient Method for Solving the Traveling Salesman Problem Using Modern Optimization Algorithms. IEEE Access Tram Nguyen, Václav Snásel, Abhishek Kumar, Swagatam Das, Van Du Nguyen
2025	J	`jnl`	Automatic network compression via evolutionary search-guided channel pruning of deep convolutional neural networks. Appl. Soft Comput. Abhishek Kumar, Athul Shibu, Dong-Gyu Lee
2025	J	`jnl`	Deep scene understanding with extended text description for human object interaction detection. Expert Syst. Appl. Hye-Seong Hong, Jeong-Cheol Lee, Abhishek Kumar, Sangtae Ahn, Dong-Gyu Lee
2025	J	`jnl`	Efficient three-stage surrogate-assisted differential evolution for expensive optimization problems. Swarm Evol. Comput. Abhishek Kumar, Swagatam Das, Václav Snásel
2025	J	`jnl`	Enhancing clustering representations with positive proximity and cluster dispersion learning. Inf. Sci. Abhishek Kumar, Dong-Gyu Lee
2025	J	`jnl`	Entropy-weighted medoid shift: An automated clustering algorithm for high-dimensional data. Appl. Soft Comput. Abhishek Kumar, Oladayo S. Ajani, Swagatam Das, Rammohan Mallipeddi
2024	J	`jnl`	An Efficient Differential Grouping Algorithm for Large-Scale Global Optimization. IEEE Trans. Evol. Comput. Abhishek Kumar, Swagatam Das, Rammohan Mallipeddi
2024	J	`jnl`	Covariance matrix adaptation evolution strategy based on correlated evolution paths with application to reinforcement learning. Expert Syst. Appl. Oladayo S. Ajani, Abhishek Kumar, Rammohan Mallipeddi
2024	J	`jnl`	Enhancing Contrastive Clustering with Negative Pair-guided Regularization. Trans. Mach. Learn. Res. Abhishek Kumar, Anish Chakrabarty, Sankha Subhra Mullick, Swagatam Das
2024	J	`jnl`	High-density cluster core-based k-means clustering with an unknown number of clusters. Appl. Soft Comput. Abhimanyu Kumar, Abhishek Kumar, Rammohan Mallipeddi, Dong-Gyu Lee
2024	J	`jnl`	RSSGLT: Remote Sensing Image Segmentation Network Based on Global-Local Transformer. IEEE Geosci. Remote. Sens. Lett. Satyawant Kumar, Abhishek Kumar, Dong-Gyu Lee
2024	J	`jnl`	Robust unsupervised domain adaptation by retaining confident entropy via edge concatenation. Expert Syst. Appl. Hye-Seong Hong, Abhishek Kumar, Dong-Gyu Lee
2023	J	`jnl`	CMA-ES with exponential based multiplicative covariance matrix adaptation for global optimization. Swarm Evol. Comput. Bishal Karmakar, Abhishek Kumar, Rammohan Mallipeddi, Dong-Gyu Lee
2023	C	`conf`	Encoder-Decoder based Segmentation Model for UAV Street Scene Images. ICCE Satyawant Kumar, Abhishek Kumar, Hye-Seong Hong, Dong-Gyu Lee
2023	J	`jnl`	Enhancing Clustering Representations with Positive Proximity and Cluster Dispersion Learning. CoRR Abhishek Kumar, Dong-Gyu Lee
2023	J	`jnl`	Rewarded meta-pruning: Meta Learning with Rewards for Channel Pruning. CoRR Athul Shibu, Abhishek Kumar, Heechul Jung, Dong-Gyu Lee
2023	J	`jnl`	Robust Unsupervised Domain Adaptation by Retaining Confident Entropy via Edge Concatenation. CoRR Hye-Seong Hong, Abhishek Kumar, Dong-Gyu Lee
2023	J	`jnl`	Self-Adaptive Spherical Search With a Low-Precision Projection Matrix for Real-World Optimization. IEEE Trans. Cybern. Abhishek Kumar, Swagatam Das, Lingping Kong, Václav Snásel
2023	J	`jnl`	Spherical Search based constrained optimization algorithm for power flow analysis of islanded microgrids. Appl. Soft Comput. Abhishek Kumar, Bablesh Kumar Jha, Swagatam Das, Rammohan Mallipeddi
2023	J	`jnl`	Spherical search with epsilon constraint and gradient-based repair framework for constrained optimization. Swarm Evol. Comput. Zhuji Yang, Abhishek Kumar, Rammohan Mallipeddi, Dong-Gyu Lee
2023	J	`jnl`	Three-Level Hierarchical Management of Active Distribution System With Multimicrogrid. IEEE Syst. J. Amit Singh, Basant Kumar Sethi, Abhishek Kumar, Devender Singh, Rakesh Kumar Misra
2023	J	`jnl`	Trial-based dominance for comparing both the speed and accuracy of stochastic optimizers with standard non-parametric tests. Swarm Evol. Comput. Kenneth V. Price, Abhishek Kumar, Ponnuthurai N. Suganthan
2023	J	`jnl`	UAVSNet: An Encoder-Decoder Architecture based UAV Image Segmentation Network. CoRR Satyawant Kumar, Abhishek Kumar, Dong-Gyu Lee
2023	A*	`conf`	UEQMS: UMAP Embedded Quick Mean Shift Algorithm for High Dimensional Clustering. AAAI Abhishek Kumar, Swagatam Das, Rammohan Mallipeddi
2022	J	`jnl`	A Reference Vector-Based Simplified Covariance Matrix Adaptation Evolution Strategy for Constrained Global Optimization. IEEE Trans. Cybern. Abhishek Kumar, Swagatam Das, Rammohan Mallipeddi
2022	J	`jnl`	A υ-Constrained Matrix Adaptation Evolution Strategy With Broyden-Based Mutation for Constrained Optimization. IEEE Trans. Cybern. Abhishek Kumar, Swagatam Das, Abhishek Kumar Misra, Devender Singh
2022	—	`conf`	CSS-A Cheap-Surrogate-Based Selection Operator for Multi-objective Optimization. BIOMA Lingping Kong, Abhishek Kumar, Václav Snásel, Swagatam Das, Pavel Krömer, Varun Ojha
2022	J	`jnl`	Differential evolution with orthogonal array-based initialization and a novel selection strategy. Swarm Evol. Comput. Abhishek Kumar, Partha P. Biswas, Ponnuthurai N. Suganthan
2022	A*	`conf`	GridShift: A Faster Mode-seeking Algorithm for Image Segmentation and Object Tracking. CVPR Abhishek Kumar, Oladayo S. Ajani, Swagatam Das, Rammohan Mallipeddi
2022	J	`jnl`	GridShift: A Faster Mode-seeking Algorithm for Image Segmentation and Object Tracking. CoRR Abhishek Kumar, Oladayo S. Ajani, Swagatam Das, Rammohan Mallipeddi
2022	J	`jnl`	Improved spherical search with local distribution induced self-adaptation for hard non-convex optimization with and without constraints. Inf. Sci. Abhishek Kumar, Swagatam Das, Václav Snásel
2022	J	`jnl`	Trial-Based Dominance Enables Non-Parametric Tests to Compare both the Speed and Accuracy of Stochastic Optimizers. CoRR Kenneth V. Price, Abhishek Kumar, Ponnuthurai N. Suganthan
2021	J	`jnl`	A Benchmark-Suite of real-World constrained multi-objective optimization problems and some baseline results. Swarm Evol. Comput. Abhishek Kumar, Guohua Wu, Mostafa Z. Ali, Qizhang Luo, Rammohan Mallipeddi, Ponnuthurai Nagaratnam Suganthan, Swagatam Das
2021	J	`jnl`	An Inversion-Free Robust Power-Flow Algorithm for Microgrids. IEEE Trans. Smart Grid Abhishek Kumar, Swagatam Das, Rammohan Mallipeddi
2021	J	`jnl`	Power Flow Analysis of Islanded Microgrids: A Differential Evolution Approach. IEEE Access Abhishek Kumar, Bablesh Kumar Jha, Swagatam Das, Rammohan Mallipeddi
2020	—	`conf`	A modified covariance matrix adaptation evolution strategy for real-world constrained optimization problems. GECCO Companion Abhishek Kumar, Swagatam Das, Ivan Zelinka
2020	—	`conf`	A self-adaptive spherical search algorithm for real-world constrained optimization problems. GECCO Companion Abhishek Kumar, Swagatam Das, Ivan Zelinka
2020	J	`jnl`	A test-suite of non-convex constrained optimization problems from the real-world and some baseline results. Swarm Evol. Comput. Abhishek Kumar, Guohua Wu, Mostafa Z. Ali, Rammohan Mallipeddi, Ponnuthurai Nagaratnam Suganthan, Swagatam Das
2019	J	`jnl`	Intelligent fuzzy rough set based feature selection using swarm algorithms with improved initialization. J. Intell. Fuzzy Syst. Tarun Maini, Abhishek Kumar, Rakesh Kumar Misra, Devender Singh
2019	B	`conf`	Testing A Multi-Operator based Differential Evolution Algorithm on the 100-Digit Challenge for Single Objective Numerical Optimization. CEC Abhishek Kumar, Rakesh Kumar Misra, Devender Singh, Swagatam Das
2019	J	`jnl`	The spherical search algorithm for bound-constrained global optimization problems. Appl. Soft Comput. Abhishek Kumar, Rakesh Kumar Misra, Devender Singh, Sujeet Mishra, Swagatam Das
2017	B	`conf`	Improving the local search capability of Effective Butterfly Optimizer using Covariance Matrix Adapted Retreat Phase. CEC Abhishek Kumar, Rakesh Kumar Misra, Devender Singh
2015	J	`jnl`	A new Initial Centroid finding Method based on Dissimilarity Tree for K-means Algorithm. CoRR Abhishek Kumar, Suresh Chandra Gupta