ABHISHEK KUMAR

Employment

• VSB - Technical University of Ostrava

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (62)

• An Efficient Method for Solving the Traveling Salesman Problem Using Modern Optimization Algorithms
  IEEE Access 2026 DOI: 10.1109/ACCESS.2026.3656221
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• Modified DipDECK: Deep Clustering Algorithm with Dip-Based K-Means
  Smart Innovation Systems and Technologies 2026 DOI: 10.1007/978-3-032-13048-8_25
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• Scalable Tensor Ranking in Simplifying Multi-criteria Group Decision Making
  Smart Innovation Systems and Technologies 2026 DOI: 10.1007/978-3-032-13048-8_7
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• Addressing class collision and representation collapse in contrastive clustering via pseudo-supervised triplet and InfoNCE losses
  Applied Soft Computing 2026 DOI: 10.1016/j.asoc.2026.115751
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• Efficient three-stage surrogate-assisted differential evolution for expensive optimization problems
  Swarm and Evolutionary Computation 2025 DOI: 10.1016/j.swevo.2025.102093
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• Deep scene understanding with extended text description for human object interaction detection
  Expert Systems with Applications 2025 DOI: 10.1016/j.eswa.2024.125297
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• Automatic network compression via evolutionary search-guided channel pruning of deep convolutional neural networks
  Applied Soft Computing 2025 DOI: 10.1016/J.ASOC.2025.113521
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• Enhancing clustering representations with positive proximity and cluster dispersion learning
  Information Sciences 2025 DOI: 10.1016/J.INS.2024.121277
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• Entropy-weighted medoid shift: An automated clustering algorithm for high-dimensional data
  Applied Soft Computing 2025 DOI: 10.1016/J.ASOC.2024.112347
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• Covariance matrix adaptation evolution strategy based on correlated evolution paths with application to reinforcement learning
  Expert Systems with Applications 2024 DOI: 10.1016/J.ESWA.2024.123289
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