Browsing 2024 International Conference "Electrical, Electronic and Information Sciences“ (eStream) by Institution "Kookmin University"

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    • Hallucinations in Large Language Models (LLMs) 

      Pradeep Reddy, G.; Pavan Kumar, Y. V.; Purna Prakash, K. (2024 IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream), April 25, 2024, Vilnius, Lithuania, 2024)
      The recent advancements in neural network architectures, particularly transformers, have played a crucial role in the rapid progress of Large Language Models (LLMs). LLMs are trained on many parameters. By training these ...

    • Machine Learning and Statistical Techniques for Outlier Detection in Smart Home Energy Consumption 

      Krishna, N. Sri; Pavan Kumar, Y. V.; Prakash, K. Purna; Pradeep Reddy, G. (2024 IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream), April 25, 2024, Vilnius, Lithuania, 2024)
      Due to the continuous increase of smart home culture worldwide, large volumes of energy consumption data gained the attention of data scientists. Smart meters capture the energy consumption readings at a predefined rate ...

    • Potential Technological Advancements in the Future of Process Control and Automation 

      Chakravarthi, M. Kalyan; Pavan Kumar, Y. V.; Pradeep Reddy, G. (2024 IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream), April 25, 2024, Vilnius, Lithuania, 2024)
      The potential technical breakthroughs in the field of process control and automation are a subject of significant interest and research. These advancements have the potential to transform several industries by enhancing ...