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    Online Hard Example Mining for Training One-Stage Object Detectors
    Incheol Kim KIPS Transactions on Software and Data Engineering, Vol. 7, No. 5, pp. 195-204, May. 2018
    10.3745/KTSDE.2018.7.5.195
    Keywords: One-Stage Object Detection, Deep Convolutional Neural Network, Online Hard Example Mining, Loss Function


    A Study of the Relationship Between Centrality and Research Performance in Collaborative Research Network
    Seonggu Moon, Injai Kim KIPS Transactions on Software and Data Engineering, Vol. 7, No. 5, pp. 169-176, May. 2018
    10.3745/KTSDE.2018.7.5.169
    Keywords: Social Network Analysis, Co-Authorship Network, Centrality, Research Performance, Citation Velocity


    Outside Temperature Prediction Based on Artificial Neural Network for Estimating the Heating Load in Greenhouse
    Kim Sang Yeob, Park Kyoung Sub, Ryu Keun Ho KIPS Transactions on Software and Data Engineering, Vol. 7, No. 4, pp. 129-134, Apr. 2018
    10.3745/KTSDE.2018.7.4.129
    Keywords: Artificial neural network, Facility Horticulture, Heating Load, Regression, Support Vector Machine


    Noise-Robust Porcine Respiratory Diseases Classification Using Texture Analysis and CNN
    Yongju Choi, Jonguk Lee, Daihee Park, Yongwha Chung KIPS Transactions on Software and Data Engineering, Vol. 7, No. 3, pp. 91-98, Mar. 2018
    10.3745/KTSDE.2018.7.3.91
    Keywords: Porcine Respiratory Diseases, Noise Robustness, Sound Analysis, Dominant Neighborhood Structure, Convolutional Neural Network


    Redundant Parallel Hopfield Network Configurations: A New Approach to the Two-Dimensional Face Recognitions
    Kim Yong Taek, Deo Kiatama KIPS Transactions on Software and Data Engineering, Vol. 7, No. 2, pp. 63-68, Feb. 2018
    10.3745/KTSDE.2018.7.2.63
    Keywords: Redundant Parallel Hopfield Network, Two-Dimensional Face Recognition, Face Expressions, Pattern Recall, GPU


    A Study on Prediction of Attendance in Korean Baseball League Using Artificial Neural Network
    Jinuk Park, Sanghyun Park KIPS Transactions on Software and Data Engineering, Vol. 6, No. 12, pp. 565-572, Dec. 2017
    10.3745/KTSDE.2017.6.12.565
    Keywords: Artificial neural network, Korean Baseball League, Attendance, Hyperparameter, Grid Search, MAPE


    An Electric Load Forecasting Scheme with High Time Resolution Based on Artificial Neural Network
    Jinwoong Park, Jihoon Moon, Eenjun Hwang KIPS Transactions on Software and Data Engineering, Vol. 6, No. 11, pp. 527-536, Nov. 2017
    10.3745/KTSDE.2017.6.11.527
    Keywords: Energy Management System, Smart Grid, Electric Load Forecasting, Artificial neural network


    Unstructured Data Processing Using Keyword-Based Topic-Oriented Analysis
    Myung-Sook Ko KIPS Transactions on Software and Data Engineering, Vol. 6, No. 11, pp. 521-526, Nov. 2017
    10.3745/KTSDE.2017.6.11.521
    Keywords: Big data, Tag Cloud, Correlation Network, Topic Modeling


    A Method on Retrieving Personalized Information Based on Mutual Trust in Real and Online World
    Myeonghun Kim, Sangwook Kim KIPS Transactions on Software and Data Engineering, Vol. 6, No. 5, pp. 257-266, May. 2017
    10.3745/KTSDE.2017.6.5.257
    Keywords: Trust Measure, Social Network, Personallized Information, Recommender System


    Design of a Deep Neural Network Model for Image Caption Generation
    Dongha Kim, Incheol Kim KIPS Transactions on Software and Data Engineering, Vol. 6, No. 4, pp. 203-210, Apr. 2017
    10.3745/KTSDE.2017.6.4.203
    Keywords: Image Caption Generation, Deep Neural Network Model, Model Transfer, Multi-Modal Recurrent Neural Network


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