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AI is Software Design

We are entering a world where anyone can easily create software using AI. AI is widely used in various fields, such as automatic program generation techniques for non-experts, automatic program repair techniques for professional developers, and automatic tutoring techniques for learners.

  • 2020

  • Case Study Investigation of the Fault Detection and Error Locating Effects of Architecture-based Software Testing

    Lee, Jihyun, Sungwon Kang
    INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING
    2020

  • Deep Physiological Affect Network for the Recognition of Human Emotions

    BYUNG HYUNG KIM, Sungho Jo
    IEEE TRANSACTIONS ON AFFECTIVE COMPUTING
    2020

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  • Evaluating Surprise Adequacy for Question Answering

    Seah Kim, Shin Yoo
    42nd IEEE/ACM International Conference on Software Engineering Workshops, ICSEW 2020
    2020

  • Online coverage and inspection planning for 3D modeling

    Soohwan Song, Daekyum Kim, Sungho Jo
    AUTONOMOUS ROBOTS
    2020

  • Revisit Prediction by Deep Survival Analysis

    Kim, Sundong, Song, H, Sejin Kim, Kim, Beomyoung, Lee Jae-Gil
    24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020
    2020

  • Single Image Reflection Removal With Physically-Based Training Images

    Soomin Kim, Yuchi Hou, Sung-Eui Yoon
    Conference on Computer Vision and Pattern Recognition (CVPR)
    2020

  • TORM: Fast and Accurate Trajectory Optimization of Redundant Manipulator given an End-Effector Path

    Mincheul Kang, Heechan Shin, Donghyuk Kim, Sung-Eui Yoon
    2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2020)
    2020

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  • Unsupervised Learning of Optical Flow with Deep Feature Similarity

    Woobin Im, Kim Tae Kyun, Sung-Eui Yoon
    European Conference on Computer Vision (ECCV)
    2020

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  • 2019

  • Bayesian Weight Decay on Bounded Approximation for Deep Convolutional Neural Networks

    Jung Guk Park, Sungho Jo
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
    2019

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  • Bayesian Weight Decay on Bounded Approximation for Learning Deep Convolutional Neural Networks

    Jung Guk Park, Sungho Jo
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
    2019

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  • 2017

  • A System to Analyze Group Socializing Behaviors in Social Parties

    Hyukjae Jang, 조성원, Gunkel, SNB, Seungwoo Kang, Junehwa Song
    IEEE Transactions on Human-Machine Systems
    2017

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  • An incremental nonparametric Bayesian clustering-based traversable region detection method

    Honggu Lee, 곽기호, Sungho Jo
    AUTONOMOUS ROBOTS
    2017

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  • Search-Based Approaches for Software Module Clustering Based on Multiple Relationship Factors

    Jimin Hwa, Shin Yoo, 서영석, Doo-Hwan Bae
    INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING
    2017

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  • 2016

  • Approximate Bayesian MLP Regularization for Regression in the Presence of Noise

    Jung Guk Park, Sungho Jo
    NEURAL NETWORKS
    2016

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  • Effective multi-objective naive Bayes learning for cross-project defect prediction

    Duksan Ryu, Jongmoon BAIK
    APPLIED SOFT COMPUTING
    2016

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  • PTE: Enumerating Trillion Triangles On Distributed Systems

    Ha-Myung Park, 강유, Sung-Hyon Myaeng
    ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
    2016

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  • 2015

  • An Analysis of Problem-Solving Patterns in Open Source Software

    Hyung-Min Koo, In-Young Ko
    INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING
    2015

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  • Cognitive Resource-Aware Unobtrusive Service Provisioning in Ambient Intelligence Environments

    Angel Jimenez-Molina, In-Young Ko
    JOURNAL OF AMBIENT INTELLIGENCE AND SMART ENVIRONMENTS
    2015

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  • Human Resource Allocation in Software Project with Practical Considerations

    Jihun Park, Seo Dongwon, Gwangui Hong, Donghwan Shin, Jimin Hwa, Doo-Hwan Bae
    INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING
    2015

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  • Multi-Aspect Collaborative Filtering based on Linked Data for Personalized Recommendation

    Han-Gyu Ko, JOO SIK SON, In-Young Ko
    International World Wide Web Conference(WWW)
    2015

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