Digital Library

Search: "[ keyword: Machine Learning ]" (54)
    Gradient Descent Approach for Value-Based Weighting
    Chang Hwan Lee , Joo Hyun Bae The KIPS Transactions:PartB , Vol. 17, No. 5, pp. 381-388, Oct. 2010
    10.3745/KIPSTB.2010.17.5.381

    Construction Scheme of Training Data using Automated Exploring of Boundary Categories
    Yun Jeong Choi , Jeong Gyu Jee , Seung Soo Park The KIPS Transactions:PartB , Vol. 16, No. 6, pp. 479-488, Dec. 2009
    10.3745/KIPSTB.2009.16.6.479

    Estimation of software project effort with genetic algorithm and support vector regression
    Ki Tae Kwon , Soo Kwon Park The KIPS Transactions:PartD, Vol. 16, No. 5, pp. 729-736, Oct. 2009
    10.3745/KIPSTD.2009.16.5.729

    Performance Improvement of Feature Selection Methods based on Bio-Inspired Algorithms
    Chul Mim Yun , Ji Hoon Yang The KIPS Transactions:PartB , Vol. 15, No. 4, pp. 331-340, Aug. 2008
    10.3745/KIPSTB.2008.15.4.331

    Efficient Learning and Classification for Vehicle Type using Moving Cast Shadow Elimination in Vehicle Surveillance Video
    Wook Sun Shin , Chang Hoon Lee The KIPS Transactions:PartB , Vol. 15, No. 1, pp. 1-8, Feb. 2008
    10.3745/KIPSTB.2008.15.1.1

    Ensemble Learning of Region Based Classifiers
    Sung Ha Choi , Byung Woo Lee , Ji Hoon Yang The KIPS Transactions:PartB , Vol. 14, No. 4, pp. 303-310, Aug. 2007
    10.3745/KIPSTB.2007.14.4.303

    A Survey of Phishing Campaign Trends and the Classification of Detection Techniques
    Ji-Hoon Park, Sang-Hoon Choi, Ki-Woong Park The Transactions of the Korea Information Processing Society, Vol. 14, No. 3, pp. 149-160, Mar. 2025
    https://doi.org/10.3745/TKIPS.2025.14.3.149
    Keywords: Phishing Campaign, Phishing Detection, Machine Learning, LLM, feature extraction

    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

    Research on Evaluation Methods for GPR-SEM Prediction Models
    Moon Kyung-Yeol, Park Kun-Uk The Transactions of the Korea Information Processing Society, Vol. 14, No. 1, pp. 14-20, Jan. 2025
    https://doi.org/10.3745/TKIPS.2025.14.1.14
    Keywords: Machine Learning, Gaussian Proces Regression, GPR-SEM, Model Evaluation Method, Small-dataset

    Clustering-based Model Compression Method for Deep Neural Networks
    Byungchul Chae, Seonyeong Heo The Transactions of the Korea Information Processing Society, Vol. 13, No. 11, pp. 585-589, Nov. 2024
    https://doi.org/10.3745/TKIPS.2024.13.11.585
    Keywords: On-device Machine Learning, Model Compression, Kernel Clustering

Forms



Category Search

Publications


Old Journals


Indexing


All publications of KTCCS is indexed in DOI, EBSCO, Google Scholar, Crossref, and CrossCheck.

KTCCS is also selected as the Journal for Accreditation by NRF (National Research Foundation of Korea).

Organization


Related Journals