Blar i forfatter Artikler, rapporter og annet (informatikk) "Malakar, Samir"

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    • Guided U-Net Aided Efficient Image Data Storing with Shape Preservation 

      Banerjee, Nirwan; Malakar, Samir; Gupta, Deepak Kumar; Horsch, Ludwig Alexander; Prasad, Dilip Kumar (Chapter; Bokkapittel, 2023-11-02)
      The proliferation of high-content microscopes ( 32 GB for a single image) and the increasing amount of image data generated daily have created a pressing need for compact storage solutions. Not only is the storage of such massive image data cumbersome, but it also requires a significant amount of storage and data bandwidth for transmission. To address this issue, we present a novel deep learning ...

    • Role of transfer functions in PSO to select diagnostic attributes for chronic disease prediction: An experimental study 

      Malakar, Samir; Sen, Swaraj; Romanov, Sergei; Kaplun, Dmitrii; Sarkar, Ram (Journal article; Tidsskriftartikkel; Peer reviewed, 2023-09-22)
      Particle Swarm Optimization (PSO) is a classic and popularly used meta-heuristic algorithm in many reallife optimization problems due to its less computational complexity and simplicity. The binary version of PSO, known as BPSO, is used to solve binary optimization problems, such as feature selection. Like other meta-heuristic optimization techniques designed on the continuous search space, PSO ...