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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.

  • 2022

  • Maximization and Restoration: Action Segmentation through Dilation Passing and Temporal Reconstruction

    Junyong Park, Daekyum Kim, Sejoon Huh, Sungho Jo
    PATTERN RECOGNITION
    2022

  • Semantic Grasping via a Knowledge Graph of Robotic Manipulation: A Graph Representation Learning Approach

    Ji Ho Kwak, Jaejun Lee, Whang Joyce Jiyoung, Sungho Jo
    IEEE ROBOTICS AND AUTOMATION LETTERS
    2022

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  • Separation-free bacterial identification in arbitrary media via deep neural network-based SERS analysis

    Eojin Rho, Kim, Minjoon, Cho, Seunghee, Choi Bongjae, Park, Hyungjoon, Jang, Hanhwo, Jung, Yeon Sik, Sungho Jo
    BIOSENSORS & BIOELECTRONICS
    2022

  • 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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  • Online coverage and inspection planning for 3D modeling

    Soohwan Song, Daekyum Kim, Sungho Jo
    AUTONOMOUS ROBOTS
    2020

  • 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, Choe, Sungwon P., Gunkel, Simon N. B., Kang, Seungwoo, 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, Kwak, Kiho, 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, Seo, Yeong-Seok, 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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  • 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

    Jimenez-Molina, Angel, 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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  • 2014

  • A Comparison of Software Product Line Traceability Approaches from End-to-End Traceability Perspectives

    Kim, Jingyu, Sungwon Kang, Lee, Jihyun
    INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING
    2014

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  • Architecture-Based Planning of Software Evolution

    Sungwon Kang, Garlan, David
    INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING
    2014

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  • 2013

  • Disputant Relation-Based Classification for Contrasting Opposing Views of Contentious News Issues

    Park, Souneil, Kim, Jungil, Lee, Kyung Soon, Junehwa Song
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
    2013

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  • 2012

  • A Computational Framework for Media Bias Mitigation

    Park, Souneil, Kang, Seungwoo, Chung, Sangyoung, Junehwa Song
    ACM Transactions on Interactive Intelligent Systems
    2012

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