• Journal of Internet Computing and Services
    ISSN 2287 - 1136(Online) / ISSN 1598 - 0170 (Print)
    http://jics.or.kr/
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  1. 1. Corona Blue and Leisure Activities : Focusing on Korean Case
    Hye Ji Sa, Won Sang Lee, Bong Gyou Lee, Vol. 22, No. 2, pp. 109-121, Apr. 2021
    10.7472/jksii.2021.22.2.109
    Keywords: 코로나블루, 여가활동, 팬데믹, 우울, 스트레스, Pandemic, COVID-19, Corona Blue, depression, Stress, Leisure Activities
  2. 2. Design of Video Pre-processing Algorithm for High-speed Processing of Maritime Object Detection System and Deep Learning based Integrated System
    Hyun-hak Song, Hyo-chan Lee, Sung-ju Lee, Ho-seok Jeon, Tae-ho Im, Vol. 21, No. 4, pp. 117-126, Aug. 2020
    10.7472/jksii.2020.21.4.117
    Keywords: 선박 인식, 딥러닝, 영상 처리, 이진화, 수평선 검출, 다중 연결 요소 라벨링, Ship Detection, Deep Learning, image processing, Binarization, Horizon Detection, Multi Connected-component Labeling
  3. 3. The Issues and Requirements of the Establishment of Regulation and Standard for Drone Safety
    Bo-yoon Choi, Byong-gul Lee, Vol. 22, No. 1, pp. 79-88, Feb. 2021
    10.7472/jksii.2021.22.1.79
    Keywords: 드론, 드론 안전성, 드론 안전관리, 드론 표준, 드론 법 제도, Drone, Drone safety, Drone safety management, Drone standard, Drone regulations
  4. 4. Interconnection Fee or Access fee? - Focusing on ISP-CP settlement dispute -
    Dae-Keun Cho, Vol. 21, No. 5, pp. 9-20, Oct. 2020
    10.7472/jksii.2020.21.5.9
    Keywords: 액세스, 상호접속, 인터넷, 상호접속료, 요금, Access, Interconnection, Internet, Interconnection fee, Price
  5. 5. Network Intrusion Detection with One Class Anomaly Detection Model based on Auto Encoder
    Byeoungjun Min, Jihoon Yoo, Sangsoo Kim, Dongil Shin, Dongkyoo Shin, Vol. 22, No. 1, pp. 13-22, Feb. 2021
    10.7472/jksii.2021.22.1.13
    Keywords: 이상 탐지, 네트워크 침입 탐지, 오토인코더, NSL-KDD, Anomaly Detection, Network intrusion detection, Autoencoder, NSL-KDD
  6. 6. IoT Based Real-Time Indoor Air Quality Monitoring Platform for a Ventilation System
    Sudan Prasad Uprety, Yoosin Kim, Vol. 21, No. 6, pp. 95-104, Dec. 2020
    10.7472/jksii.2020.21.6.95
    Keywords: 미세먼지, 사물인터넷(IOT), 실내공기질, 실시간데이터분석, 클라우드, Fine-Dust, IoT, Indoor Air Quality, Real-time data analysis, Cloud computing
  7. 7. Trends Analysis on Research Articles of the Sharing Economy through a Meta Study Based on Big Data Analytics
    Ki-youn Kim, Vol. 21, No. 4, pp. 97-107, Aug. 2020
    10.7472/jksii.2020.21.4.97
    Keywords: 공유경제, 메타스터디, 데이터 시각화, 텍스트 마이닝, 빅데이터 분석, 네트워크 분석(SNA), 연구동향, Share economy, Meta study, Data visualization, Text Mining, Big data analytics, Network analysis, research trend
  8. 8. An LSTM Neural Network Model for Forecasting Daily Peak Electric Load of EV Charging Stations
    Haesung Lee, Byungsung Lee, Hyun Ahn, Vol. 21, No. 5, pp. 119-127, Oct. 2020
    10.7472/jksii.2020.21.5.119
    Keywords: 전기차, 최대전력부하, 부하예측, 딥러닝, LSTM, EV, Peak electric load, Load forecasting, Deep Learning, LSTM
  9. 9. Prediction of infectious diseases using multiple web data and LSTM
    Yeongha Kim, Inhwan Kim, Beakcheol Jang, Vol. 21, No. 5, pp. 139-148, Oct. 2020
    10.7472/jksii.2020.21.5.139
    Keywords: 머신러닝, 전염병 예측, 웹 데이터, LSTM, Machine Learning, Predict infectious diseases, Web data, LSTM
  10. 10. A study of Artificial Intelligence (AI) Speaker's Development Process in Terms of Social Constructivism: Focused on the Products and Periodic Co-revolution Process
    Hyeon-ju Cha, Sang-hee Kweon, Vol. 22, No. 1, pp. 109-135, Feb. 2021
    10.7472/jksii.2021.22.1.109
    Keywords: 한글 키워드(8pt)인공지능, AI 스피커, 토픽프레임, 공진화, 뉴스데이터, AI, AI Speaker, topic frame, Resonance, news data
  11. 11. Random Balance between Monte Carlo and Temporal Difference in off-policy Reinforcement Learning for Less Sample-Complexity
    Chayoung Kim, Seohee Park, Woosik Lee, Vol. 21, No. 5, pp. 1-7, Oct. 2020
    10.7472/jksii.2020.21.5.1
    Keywords: 온- 앤 오프-폴리시, 시간차 학습, 몬테 칼로 학습, 강화학습, 분산과 편차의 균, Deep Q-Network, Temporal Difference, Monte Carlo, Reinforcement Learning, Variation and Bias Balance
  12. 12. Theft Prevention Technology for Smart Stroller using Distance Measurement of Dual Beacon
    Myoungbeom Chung, Vol. 21, No. 6, pp. 71-79, Dec. 2020
    10.7472/jksii.2020.21.6.71
    Keywords: 스마트 유모차, 스마트 기기, 도난 방지, 블루투스, 비콘, 거리 측정, Smart stroller, Smart Device, Theft prevention, Bluetooth, Beacon, distance measurement
  13. 13. A Comparative Study on the Effective Deep Learning for Fingerprint Recognition with Scar and Wrinkle
    JunSeob Kim, BeanBonyka Rim, Nak-Jun Sung, Min Hong, Vol. 21, No. 4, pp. 17-23, Aug. 2020
    10.7472/jksii.2020.21.4.17
    Keywords: Deep Learning, Biometric information, 2D Convolutional Neural Network, discriminating of scar fingerprint, discriminating of wrinkle fingerprint, 딥러닝, 지문, 생체정보, 2D 합성곱신경망, 상처지문판별, 주름지문판별
  14. 14. Adaptive Beamwidth Control Technique for Low-orbit Satellites for QoS Performance improvement based on Next Generation Military Mobile Satellite Networks
    Dae-Hee Jang, Yoon-Ha Hwang, Jong-Moon Chung, Vol. 21, No. 6, pp. 1-12, Dec. 2020
    10.7472/jksii.2020.21.6.01
    Keywords: 비상대비, 미래전, 위성통신, 저궤도 위성, 큐잉, QoS, 빔폭, Emergency Preparation, Future Warfare, Satellite Communication, LEO Satellite, Queuing, QoS, Beam width
  15. 15. Designing a Platform Model for Building MyData Ecosystem
    Nam-Gyu Kang, Hee-Seok Choi, Hye-Jin Lee, Sang-Jun Han, Seok-Hyoung Lee, Vol. 22, No. 2, pp. 123-131, Apr. 2021
    10.7472/jksii.2021.22.2.123
    Keywords: 마이데이터, 마이데이터 플랫폼, 플랫폼 서비스, 동의, 선별공유, 데이터 영수증, API 게이트웨이, 마이데이터, 마이데이터 플랫폼, 플랫폼 서비스, 동의, 선별공유, 데이터 영수증, API 게이트웨이
  16. 16. Intelligent Railway Detection Algorithm Fusing Image Processing and Deep Learning for the Prevent of Unusual Events
    Ju-ho Jung, Da-hyeon Kim, Chul-su Kim, Ryum-duck Oh, Jun-ho Ahn, Vol. 21, No. 4, pp. 109-116, Aug. 2020
    10.7472/jksii.2020.21.4.109
    Keywords: 고속철도, 철도 레일, 전통적인 방식, 딥러닝, 융합, Rapid-transit railway, Railway, Deep Learning, Fusion
  17. 17. Image-to-Image Translation Based on U-Net with R2 and Attention
    So-hyun Lim, Jun-chul Chun, Vol. 21, No. 4, pp. 9-16, Aug. 2020
    10.7472/jksii.2020.21.4.9
    Keywords: 영상 간 변환, 조건 적대적 생성 신경망, 유넷, Image-to-Image Translation, conditional GAN, U-net
  18. 18. A Study on Defense and Attack Model for Cyber Command Control System based Cyber Kill Chain
    Jung-Sik Lee, Sung-Young Cho, Heang-Rok Oh, Myung-Mook Han, Vol. 22, No. 1, pp. 41-50, Feb. 2021
    10.7472/jksii.2021.22.1.41
    Keywords: 사이버 지휘통제체계, 사이버 킬체인 모델, 방어 모델, 공격 모델, 위협 분류/분석/예측 프레임워크, Cyber Command Control System, Cyber Kill Chain Model, Defense Model, attack model, threat classification/analysis/prediction framework
  19. 19. Deep Learning based Abnormal Vibration Prediction of Drone
    Jun-Ki Hong, Yang-Kyoo Lee, Vol. 22, No. 3, pp. 67-73, Jun. 2021
    10.7472/jksii.2021.22.3.67
    Keywords: 딥러닝, RNN, LSTM, 드론, 모터, 진동, Deep Learning, RNN, LSTM, Drone, Motor, Vibration
  20. 20. Development of a Machine-Learning based Human Activity Recognition System including Eastern-Asian Specific Activities
    Seungmin Jeong, Cheolwoo Choi, Dongik Oh, Vol. 21, No. 4, pp. 127-135, Aug. 2020
    10.7472/jksii.2020.21.4.127
    Keywords: Human Activity Recognition, Smartwatch, Accelerometer, Machine Learning, Activity Classification, feature extraction, feature reduction
  21. 21. Applying SeqGAN Algorithm to Software Bug Repair
    Geunseok Yang, Byungjeong Lee, Vol. 21, No. 5, pp. 129-137, Oct. 2020
    10.7472/jksii.2020.21.5.129
    Keywords: SeqGAN 알고리즘, 버그 리포트, 소프트웨어 버그 정정, 소프트웨어 유지보수, SeqGAN Algorithm, Bug Report, Software Bug Repair, Software Maintenance
  22. 22. Actantial Model-based Character Role Recognition using Emotional Flow Graph among Characters in Text Stories
    Hye-Yeon Yu, Moon-Hyun Kim, Byung-Chull Bae, Vol. 22, No. 1, pp. 51-63, Feb. 2021
    10.7472/jksii.2021.22.1.51
    Keywords: 행위소 모델, 등장인물 역할 인식, 등장인물 관계 그래프, 감정 흐름 그래프, Actantial model, Character Role Recognition, Character Relationship Graph, Character Sentiment Flow Graph
  23. 23. A Method of Recognizing and Validating Road Name Address from Speech-oriented Text
    Keonsoo Lee, Jung-Yeon Kim, Byeong-Gwon Kang, Vol. 22, No. 1, pp. 31-39, Feb. 2021
    10.7472/jksii.2021.22.1.31
    Keywords: 도로명 주소 인식, 주소 유효성 검증, 음성인식, Road Name Address, Address Validation, speech recognition
  24. 24. Deep Learning-Based User Emergency Event Detection Algorithms Fusing Vision, Audio, Activity and Dust Sensors
    Ju-ho Jung, Do-hyun Lee, Seong-su Kim, Jun-ho Ahn, Vol. 21, No. 5, pp. 109-118, Oct. 2020
    10.7472/jksii.2020.21.5.109
    Keywords: 영상, 음성, 활동, 먼지, 센서, 딥러닝, 이상 징후, 패턴, vision, Audio, Activity, Dust, Sensors, Deep Learning, abnormal event, patterns
  25. 25. Regeneration of a defective Railroad Surface for defect detection with Deep Convolution Neural Networks
    Hyeonho Kim, Seokmin Han, Vol. 21, No. 6, pp. 23-31, Dec. 2020
    10.7472/jksii.2020.21.6.23
    Keywords: 철도표면, 생성적 적대적 네트워크, 영상 생성, 조건부 생성모델, 검출 모델, Railroad surface, Generative Adversarial Network, Image Representation, Conditional generation model, Detection Model
  26. 26. A method of generating virtual shadow dataset of buildings for the shadow detection and removal
    Kangjik Kim, Junchul Chun, Vol. 21, No. 5, pp. 49-56, Oct. 2020
    10.7472/jksii.2020.21.5.49
    Keywords: Unity3D, Shadow Dataset, Deep Learning, Satellite shadow data, Building shadow data
  27. 27. Implementation of An Automatic Authentication System Based on Patient’s Situations and Its Performance Evaluation
    Gyu-Sung Ham, Su-Chong Joo, Vol. 21, No. 4, pp. 25-34, Aug. 2020
    10.7472/jksii.2020.21.4.25
    Keywords: 자동인증시스템, 환자상황, 인증서비스응용, 의료정보시스템, 응급상황판별, 수행성 검증, Automatic Authentication System, Patient’s Situation, Authentication Service application, Medical Information System Emergency Decisions, Executability Verification
  28. 28. Intelligent Abnormal Situation Event Detections for Smart Home Users Using Lidar, Vision, and Audio Sensors
    Da-hyeon Kim, Jun-ho Ahn, Vol. 22, No. 3, pp. 17-26, Jun. 2021
    10.7472/jksii.2021.22.3.17
    Keywords: 스마트 홈, 인공지능, 이상징후 탐지, 센서 융합, 알고리즘, Smart home. Intelligent, Abnormal detections, Sensor fusing, algorithm
  29. 29. A Noise-Tolerant Hierarchical Image Classification System based on Autoencoder Models
    Jong-kwan Lee, Vol. 22, No. 1, pp. 23-30, Feb. 2021
    10.7472/jksii.2021.22.1.23
    Keywords: 이미지 분류, 딥러닝, 머신러닝, 오토인코더, 잡음, Image Classification, Deep Learning, Machine Learning, Autoencoder, noise
  30. 30. A Study on Classification of Variant Malware Family Based on ResNet-Variational AutoEncoder
    Young-jeon Lee, Myung-Mook Han, Vol. 22, No. 2, pp. 1-9, Apr. 2021
    10.7472/jksii.2021.22.2.1
    Keywords: 변종 악성코드, 악성코드 분류, 변이 오토인코더, 전이학습, 앙상블 학습, Variant Malware, Malware classification, Variational AutoEncoder, Tranfer Learning, Ensemble learning

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