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“Improving malware detection accuracy through hyperparameter tuning with parallel processing “(Undergraduate student’s research for the 2023 academic year)
Posted inResearch works

“Improving malware detection accuracy through hyperparameter tuning with parallel processing “(Undergraduate student’s research for the 2023 academic year)

2024-02-15
we improved the efficiency of model development and enhanced malware detection accuracy by performing parallel hyperparameter tuning for machine learning models.
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“Analysis of source code automatically generated by large language model”(Graduation research for the 2023 academic year)
Posted inResearch works

“Analysis of source code automatically generated by large language model”(Graduation research for the 2023 academic year)

2024-02-15
In this study, we investigated the quality of programs automatically generated by large language model (LLM) by applying code metrics—such as the number of code steps and complexity—and static analysis tools.
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“Development of a simplified work schedule management system using open-source software (OSS)”( Undergraduate student’s research for the 2023 academic year )
Posted inResearch works

“Development of a simplified work schedule management system using open-source software (OSS)”( Undergraduate student’s research for the 2023 academic year )

2024-02-15
In this study, we developed a simplified work schedule management system using “LibreOffice Calc, ” (※1) a free open-source software (OSS).
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“An evaluation of communication characteristics in network video transmission using NDI”( Undergraduate student research for the 2023 academic year )
Posted inResearch works

“An evaluation of communication characteristics in network video transmission using NDI”( Undergraduate student research for the 2023 academic year )

2024-02-15
In this study, we examined the communication characteristics of network-based video transmission using Network Device Interface (NDI).
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“An investigation efficient methods for voice cloning”( Undergraduate student research work for the 2023 academic year ) 
Posted inResearch works

“An investigation efficient methods for voice cloning”( Undergraduate student research work for the 2023 academic year ) 

2024-02-15
This study investigated methods for efficiently generating voice clones from a small amount of speech data.
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“Medical Expenditure Prediction and Regional Disparities Analysis Using Machine Learning “(Undergraduate student’s research for the 2023 academic year) 
Posted inResearch works

“Medical Expenditure Prediction and Regional Disparities Analysis Using Machine Learning “(Undergraduate student’s research for the 2023 academic year) 

2024-02-15
This study aimed to predict future changes in medical expenditures and examine regional disparities using machine lerarning models.
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Recent Posts

  • M1 student Sangawa-san made a presentation: “Parallel-processed hyper parameter tuning for higher accuracy of malware detection” on ICIIT2025
  • Studies on posture analysis using skeletal detection
  • Studies on causes of traffic congestion and accidents using traffic flow simulator SUMO
  • 2024 Interim Presentation of Graduation Research
  • 2024 laboratory assignment for third-year undergraduate students

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