Fangrong Liu

ORCID: 0009-0001-6236-143X
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About
Contact & Profiles
Research Areas
  • Big Data and Business Intelligence
  • Cloud Computing and Resource Management
  • Insect Resistance and Genetics
  • Osteoarthritis Treatment and Mechanisms
  • Lower Extremity Biomechanics and Pathologies
  • Big Data Technologies and Applications
  • Neurobiology and Insect Physiology Research
  • Insect behavior and control techniques
  • Hip disorders and treatments

Southwest Forestry University
2023-2025

University of San Francisco
2015

Aiming at the model overfitting problem caused by limited datasets and visual complexity in succulent plant classification tasks, this study proposes a GoogLeNet method based on lightweighting improving Convolutional Block attention module (CBAM). Meanwhile, batch normalization (BN) operations are added after each convolutional layer to accelerate network convergence improve stability. In addition, model’s ability extract key features is enhanced integrating channel spatial mechanisms of...

10.3390/app15073730 article EN cc-by Applied Sciences 2025-03-28

Aiming at the problems of massive heterogeneous data in smart university, this study designed and developed a big platform for university based on Hadoop. We firstly used HBase Hive SQL to store analyze collected datasets. Subsequently, corresponding results were visualized using ECharts. This center with powerful capabilities integration, storage analysis can realize most basic core "management + use". Furthermore, it would provide scientific decision-making services daily management...

10.1145/3627915.3629592 article EN Proceedings of the 4th International Conference on Computer Science and Application Engineering 2023-10-17
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