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Research Achievements and Results

Research Achievements and Results
인공지능학과 BK사업 사업성과 및 실적 게시글의 상세 화면
4단계 BK21사업 성과(논문, 저서, 특허, 기술이전)
작성자 성채현 등록일 2021-03-22 조회수 797


실적산정기간 :  2020년 9월 1일 ~ 2021년 2월 28일

<논문>     

1. A systematic approach to prioritizing R&D projects based on customer-perceived value using opinion mining

Byungun Yoon, Yujin Jeong, Keeeun Lee, Sungjoo Lee

TECHNOVATION, ISSN 0166-4972, Dec.2020

 

2. Progressive Semantic Face Deblurring

TAE BOK LEE, SOO HYUN JUNG, YONG SEOK HEO

IEEE ACCESS, ISSN 2169-3536, Oct.2020

 

3. Fast and accurate pseudoinverse with sparse matrix reordering and incremental approach

Jinhong Jung, Lee Sael

MACHINE LEARNING, ISSN 0885-6125, Oct.2020

 

4. MultiDefectNet: Multi-Class Defect Detection of Building Façade Based on Deep Convolutional Neural Network

Kisu Lee, Goopyo Hong, Lee Sael, Sanghyo Lee, Ha Young Kim

SUSTAINABILITY, ISSN 2071-1050, Nov.2020

 

5. InK: In-Kernel Key-Value Storage with Persistent Memory

Minjong Ha, Sang-Hoon Kim

ELECTRONICS, ISSN 2079-9292, Nov.2020

 

6. Learning from Routing Information for Detecting Routing Misbehavior in Ad Hoc Networks

Robert Basomingera, Young-June Choi

SENSORS, ISSN 1424-8220, Nov.2020

 

7. EEG-based emotion classification for Alzheimer’s disease patients using conventional machine learning and recurrent neural network models

Jungryul Seo, Teemu H. Lain, Gyuhwan Oh, Kyung-Ah Sohn

SENSORS, ISSN 1424-8220, Dec.2020

 

8. Dynamic Facial Expression Understanding Using Deep Spatiotemporal LDSP On Spark

MD AZHER UDDIN, JOOLEKHA BIBI JOOLEE, KYUNG-AH SOHN

IEEE Access, ISSN 2169-3536, Jan.2021

 

9. Unsupervised feature learning for self-tuning neural networks

Jongbin Ryu, Ming-Hsuan Yang, Jongwoo Lim

Neural Networks, ISSN 2045-2322, Jan.2021

 

10. PuzzleWalk: A theory-driven iterative design inquiry of a mobile game for promoting physical activity in adults with autism spectrum disorder

Bogoan Kim, Daehyoung Lee, Aehong Min, Seungwon Paik, Georgia Frey, Scott Bellini, Kyungsik Han, Patrick C. Shih

PLoS ONE, ISSN 1932-6203, Sep.2020

 

11. Usability inquiry of a gamified behavior change app for increasing physical activity and reducing sedentary behavior in adults with and without autism spectrum disorder

Daehyoung Lee, Georgia C Frey, Aehong Min, Bogoan Kim, Donetta J Cothran, Scott Bellini, Kyungsik Han

HEALTH INFORMATICS JOURNAL, ISSN 1460-4582, Sep.2020

 

12. ART (Attractive Recommendation Tailor): How the Diversity of Product Recommendations Affects Customer Purchase Preference in Fashion Industry?

Hyokmin Kwon, Jaeho Han, Kyungsik Han

International Conference on Information and Knowledge Management (CIKM), Oct.2020

 

13. Do You Really Like Her Post?: Network-Based Analysis for Understanding Like Activities in SNS

Junho Song, Hyekyoung Park, Kyungsik Han, Sang-Wook Kim

International Conference on Information and Knowledge Management (CIKM), Oct.2020

 

14. Exploring a system architecture of content-based publish/subscribe system for efficient on-the-fly data dissemination

Daegun Yoon, Gyudong Park, Sangyoon Oh

CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, ISSN 1532-0626, Nov.2020

 

15. Achieving Balanced Load Distribution with Reinforcement Learning-Based Switch Migration in Distributed SDN Controllers

Sangho Yeo, Ye Naing , Taeha Kim and Sangyoon Oh

Electronics, ISSN 1002-0162, Jan.2021

 

16. Dementia key gene identification with multi-layered SNP-gene-disease network

Dong-gi Lee, Myungjun Kim, Sang Joon Son, Chang Hyung Hong, Hyunjung Shin

BIOINFORMATICS, ISSN 1367-4803, Dec.2020

 

17. RE_BBC: Requirements Engineering in a Blockchain-Based Cloud System: Its Role in Service-Level Agreement Specification

Irish Singh, Seok-Won Lee

IEEE SOFTWARE, ISSN 0740-7459, Sep.2020

 

18. Integrated Framework for Incorporating Sustainability Design in Software Engineering Life-cycle: An Empirical Study

Theresia Ratih Dewi Saputri, Seok-Won Lee

INFORMATION AND SOFTWARE TECHNOLOGY, ISSN 0950-5849, Oct.2020

 

19. The Application of Machine Learning in Self-Adaptive Systems: A Systematic Literature Review

THERESIA RATIH DEWI SAPUTRI, SEOK-WON LEE

IEEE ACCESS, ISSN 2169-3536, Nov.2020

 

20. Self-adaptive and secure mechanism for IoT based multimedia services: a survey

Irish Singh, Seok-Won Lee

Mutimedia Tools and Application, Jan.2021

 

21. Reconciling Time Slice Conflicts of Virtual Machines With Dual Time Slice for Clouds

Taeklim Kim , Chang Hyun Park , Jaehyuk Huh , Jeongseob Ahn

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, Oct.2020

 

22. A Study of Memory Placement on Hardware-Assisted Tiered Memory Systems

Wonkyo Choe, Jonghyeon Kim , Jeongseob Ahn

IEEE Computer Architecture, ISSN 1045-9219, Feb.2021

 

23. Active weighted mapping-based residual convolutional neural network for image classification

Hyungho Jung, Ryong Lee, Sang-Hwan Lee, Wonjun Hwang

MULTIMEDIA TOOLS AND APPLICATIONS, ISSN 1380-7501, Sep.2020

 

24. Weakly supervised video object segmentation initialized with referring expression

XiaoQing Bu, YuKuan Sun, JianMing Wang, KunLiang Liu, JiaYu Liang, GuangHao Jin, Tae-Sun Chung

NEUROCOMPUTING, ISSN 0925-2312, Sep.2020

 

25. 3D Head Pose Estimation through Facial Features and Deep Convolutional Neural Networks

Khalil Khan, Jehad Ali, Kashif Ahmad, Asma Gul, Ghulam Sarwar, Sahib Khan, Qui Thanh Hoai Ta, Tae-Sun Chung, Muhammad Attique

CMC-COMPUTERS MATERIALS & CONTINUA, ISSN 1546-2218, Sep.2020

 

26. A Reliable Sensor Network Infrastructure for Electric Vehicles to Enable Dynamic Wireless Charging Based on Machine Learning Technique

MUHAMMAD ADIL, JEHAD ALI, QUI THANH HOAI TA, MUHAMMAD ATTIQUE, TAE-SUN CHUNG

IEEE ACCESS, ISSN 2169-3536, Oct.2020

 

27. Referring expression comprehension model with matching detection and linguistic feedback

Jianming Wang, Enjie Cui, Kunliang Liu, Yukuan Sun, Jiayu Liang, Chunmiao Yuan, Xiaojie Duan, Guanghao Jin, Tae-Sun Chung

IET COMPUTER VISION, ISSN 1751-9632, Dec.2020

 

28. Multiscale based nonlinear dynamics analysis of heart rate variability signals

Syed Zaki Hassan Kazmi, Nazneen Habib, Rabia Riaz, Sanam Shahla Rizvi, Syed Ali Abbas, Tae-Sun Chung

PLoS ONE, ISSN 1932-6203, Dec.2020

 

29. DLFT: Data and Layout Aware Fault Tolerance Framework for Big Data Transfer Systems

Preethika Kasu, Prince Hamandawana, Tae-Sun Chung

IEEE Access, Feb.2021

 

30. A Crash Recovery Scheme for a Hybrid Mapping FTL in NAND Flash Storage Devices

Jong-Hyeok Park , Dong-Joo Park, Tae-Sun Chung, Sang-Won Lee

Electronics, Feb.2021

 

< 우수국제학술대회>

 

1. DEX: Scaling Applications Beyond Machine Boundaries

Sang-Hoon Kim, Ho-Ren Chuang, Robert Lyerly, Pierre Olivier, Changwoo Min, Binoy Ravindran

International Conference on Distributed Computing Systems, Nov.2020

 

2. A Framework for Software Diversification with ISA Heterogeneity

Xiaoguang Wang, SengMing Yeoh, and Robert Lyerly, Pierre Olivier, Sang-Hoon Kim, Binoy Ravindran

International Symposium on Research in Attacks, Intrusions and Defenses (RAID), , Oct.2020

 

3. Restoring Spatially-Heterogeneous Distortions using Mixture of Experts Network

Sijin Kim1, Namhyuk Ahn, Kyung-Ah Sohn

The 15th Asian Conference on Computer Vision (ACCV), Nov.2020

 

4. How Positive Are You: Text Style Transfer using Adaptive Style Embedding

Heejin Kim, Kyung-Ah Sohn

The 28th International Conference on Computational Linguistics (COLING), Dec.2020

 

 

<특허>

 

1. 지식 증류법 기반 의미론적 영상 분할 방법

10-2020-0051719, Dec.2020

 

2. 네트워크 시스템 및 그 네트워크 시스템의 노드들 간 경로 캐쉬 정보 공유 방법

10-2194733, Dec.2020

 

3. 저 해상도 이미지 보정을 위한 잔차 네트워크 시스템

10-2018-0034300, Dec.2020

 

4. 대용량 네트워크를 압축하기 위한 방법 및 장치

10-2192392, Dec.2020

 

5. 온라인 데이터에 기반한 사용자 성 정체성 예측 장치 및 방법

10-2210772, Jan.2021

 

6. 딥러닝을 이용한 객체 인식 방법 및 장치

10-2200178, Jan.2021

 

7. VISUALIZATION METHOD AND DEVICE FOR MULTI-DIMENSIONAL DATA ANALYSIS

15/821,981, Oct.2020

 

8. 질병 관련 유전자 순위정보 제공 방법

10-2174630, Oct.2020

 

9. 자가 적응 시스템의 목표를 달성하기 위한 방법 및 장치

10-2174431, Oct.2020

 

10. 허혈성 심장질환 진단 방법

10-2211240, Jan.2021

 

11. 대용량 클러스터에서 컴퓨팅 작업을 고속으로 처리하는 동적 스케줄링 방법

10-2153689, Sep.2020


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