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    A Study on Classifying Automotive Pedal Dashcam Images Using Transfer Learning
    JongBeom Lim, HeeSeok Choi The Transactions of the Korea Information Processing Society, Vol. 14, No. 2, pp. 104-112, Feb. 2025
    https://doi.org/10.3745/TKIPS.2025.14.2.104
    Keywords: Image Classification, Transfer Learning, Artificial intelligence, Sudden Acceleration Incidents


    Development of a Model for Predicting the Severity of Traffic Accidents and Analysis of Accident Factors based on Machine Learning
    Kim Jung Hyuk, Cho Nam Wook The Transactions of the Korea Information Processing Society, Vol. 14, No. 2, pp. 72-81, Feb. 2025
    https://doi.org/10.3745/TKIPS.2025.14.2.72
    Keywords: Machine Learning, Big data, Traffic Accident, Severity Prediction, Accident Factors


    An Unsupervised Clustering Technique of XML Documents based on Function Transform and FFT
    Ho Suk Lee The KIPS Transactions:PartD, Vol. 14, No. 2, pp. 169-180, Apr. 2007
    10.3745/KIPSTD.2007.14.2.169


    Study on the Failure of DID Service Proliferation: Focusing on the Differences in Perceived Value between Service Providers and Service Consumers
    Hwang Hwa Jeong, Park Min Jung, Chai Sang Mi The Transactions of the Korea Information Processing Society, Vol. 14, No. 1, pp. 41-47, Jan. 2025
    https://doi.org/10.3745/TKIPS.2025.14.1.41
    Keywords: Decentralized Identity Services (DID Services), Verifiable Credentials(VC), data privacy


    Pedestrian Road-Crossing Prediction and Safety Enhancement Using Fine-tuned VideoLLaMA2
    Sung Hun Kim, Je-Seok Ham, Jinyoung Moon The Transactions of the Korea Information Processing Society, Vol. 14, No. 1, pp. 32-40, Jan. 2025
    https://doi.org/10.3745/TKIPS.2025.14.1.32
    Keywords: Pedestrian Road-Crossing Prediction, Pedestrian Safety, Multimodal Large Language Model, VideoLLaMA2, Fine-Tuning


    Design and Implementation of 2D Image-Based Implant Placement Guide System
    Minwoo Kang, Jiwoo Shin, Seongmin Lee, Soungjun Yoon, Jinman Jung The Transactions of the Korea Information Processing Society, Vol. 13, No. 10, pp. 568-573, Oct. 2024
    https://doi.org/10.3745/TKIPS.2024.13.10.568
    Keywords: segmentation, Implant, Real-Time Implant Guide System, Tooth Structure, 2D Video


    Enhancing Career Development Utilizing LLM for Targeted Learning Pathway
    Mahisha Patel, Vishakha Tyagi, Isabel Hyo Jung Song The Transactions of the Korea Information Processing Society, Vol. 13, No. 9, pp. 460-467, Sep. 2024
    https://doi.org/10.3745/TKIPS.2024.13.9.460
    Keywords: Career Development, Job Matching, Skill Gap Identification, Customized Learning Paths, LLM


    Attention Based Collaborative Source-Side DDoS Attack Detection
    Hwisoo Kim, Songheon Jeong, Kyungbaek Kim The Transactions of the Korea Information Processing Society, Vol. 13, No. 4, pp. 157-165, Apr. 2024
    https://doi.org/10.3745/TKIPS.2024.13.4.157  
    Keywords: DDoS, Collaborative Source-Side Attack Detection, Attention


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