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Browsing by Keyword : machine learning

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Showing results 1 to 32 of 32

A Bayesian Regression Based LTE-R Handover Decision Algorithm for High-Speed Railway Systems
  • 2019-10-01
  • IEEE Transactions on Vehicular Technology, Vol.68 No.10, pp.10160-10173
  • Institute of Electrical and Electronics Engineers Inc.
A Comprehensive Survey of Generative Adversarial Networks (GANs) in Cybersecurity Intrusion Detectionoa mark
  • Dunmore, Aeryn;
  • Jang-Jaccard, Julian;
  • Sabrina, Fariza;
  • Kwak, Jin
  • 2023-01-01
  • IEEE Access, Vol.11, pp.76071-76094
  • Institute of Electrical and Electronics Engineers Inc.
A Machine Learning Framework for Prevention of Software-Defined Networking controller from DDoS Attacks and dimensionality reduction of big data
  • 2020-10-21
  • International Conference on ICT Convergence, Vol.2020-October, pp.515-519
  • IEEE Computer Society
A Multi-layered Collaborative Framework for Evidence-driven Data Requirements Engineering for Machine Learning-based Safety-critical Systems
  • 2023-03-27
  • Proceedings of the ACM Symposium on Applied Computing, pp.1404-1413
  • Association for Computing Machinery
A Novel Eccentric Intrusion Detection Model Based on Recurrent Neural Networks with Leveraging LSTMoa mark
  • Muthunambu, Navaneetha Krishnan;
  • Prabakaran, Senthil;
  • Kavin, Balasubramanian Prabhu;
  • Siruvangur, Kishore Senthil;
  • Chinnadurai, Kavitha;
  • Ali, Jehad
  • 2024-01-01
  • Computers, Materials and Continua, Vol.78 No.3, pp.3089-3127
  • Tech Science Press
A Novel Scoring System for Response of Preoperative Chemoradiotherapy in Locally Advanced Rectal Cancer Using Early-Treatment Blood Features Derived From Machine Learningoa mark
  • Kim, Jaesik;
  • Sohn, Kyung Ah;
  • Kwak, Jung Hak;
  • Kim, Min Jung;
  • Ryoo, Seung Bum;
  • Jeong, Seung Yong;
  • Park, Kyu Joo;
  • Kang, Hyun Cheol;
  • Chie, Eui Kyu;
  • Jung, Sang Hyuk;
et al
  • 2021-11-29
  • Frontiers in Oncology, Vol.11
  • Frontiers Media S.A.
Are We Training with The Right Data? Evaluating Collective Confidence in Training Data using Dempster Shafer Theory
  • 2022-01-01
  • Proceedings - International Conference on Software Engineering, pp.11-15
  • IEEE Computer Society
Can We Trust an AI Agent? Interaction Effects of Its Machine Learning Performance and Digital Character
  • 2024-01-01
  • Proceedings of the Annual Hawaii International Conference on System Sciences, pp.3926-3936
  • IEEE Computer Society
Classification of Bugs in Cloud Computing Applications Using Machine Learning Techniquesoa mark
  • Tabassum, Nadia;
  • Namoun, Abdallah;
  • Alyas, Tahir;
  • Tufail, Ali;
  • Taqi, Muhammad;
  • Kim, Ki Hyung
  • 2023-03-01
  • Applied Sciences (Switzerland), Vol.13 No.5
  • MDPI
Classification of Central Venous Catheter Tip Position on Chest X-ray Using Artificial Intelligenceoa mark
  • Jung, Seungkyo;
  • Oh, Jaehoon;
  • Ryu, Jongbin;
  • Kim, Jihoon;
  • Lee, Juncheol;
  • Cho, Yongil;
  • Yoon, Myeong Seong;
  • Jeong, Ji Young
  • 2022-10-01
  • Journal of Personalized Medicine, Vol.12 No.10
  • MDPI
Decentralized Learning Framework for Large-Scale Wireless Sensor Networks
  • 채성윤
  • 2022-02
  • The Graduate School, Ajou University
Design of CycleGAN model for SAR image colorization
  • 2021-08-01
  • 17th IEEE VTS Asia Pacific Wireless Communications Symposium, APWCS 2021 - Proceedings
  • Institute of Electrical and Electronics Engineers Inc.
Exploring Transport Behavior in Hybrid Perovskites Solar Cells via Machine Learning Analysis of Environmental-Dependent Impedance Spectroscopyoa mark
  • Kim, Dohyung;
  • Muckley, Eric S.;
  • Creange, Nicole;
  • Wan, Ting Hei;
  • Ann, Myung Hyun;
  • Quattrocchi, Emanuele;
  • Vasudevan, Rama K.;
  • Kim, Jong H.;
  • Ciucci, Francesco;
  • Ivanov, Ilia N.;
et al
  • 2021-08-01
  • Advanced Science, Vol.8 No.15
  • John Wiley and Sons Inc
Fast Prediction for Suspect Candidates from Criminal Networks
  • Jhee, Jong Ho;
  • Kim, Myung Jun;
  • Park, Myunggeon;
  • Yeon, Jeongheun;
  • Kwak, Yoonshin;
  • Shin, Hyunjung
  • 2023-01-01
  • Proceedings - 2023 IEEE International Conference on Big Data and Smart Computing, BigComp 2023, pp.353-355
  • Institute of Electrical and Electronics Engineers Inc.
First experience in clinical application of hyperspectral endoscopy for evaluation of colonic polypsoa mark
  • Yoon, Jonghee;
  • Joseph, James;
  • Waterhouse, Dale J.;
  • Borzy, Charlie;
  • Siemens, Kyla;
  • Diamond, Sarah;
  • Tsikitis, Vassiliki Liana;
  • Bohndiek, Sarah E.
  • 2021-09-01
  • Journal of Biophotonics, Vol.14 No.9
  • John Wiley and Sons Inc
High-Speed Network DDoS Attack Detection: A Surveyoa mark
  • Haseeb-ur-rehman, Rana M.Abdul;
  • Aman, Azana Hafizah Mohd;
  • Hasan, Mohammad Kamrul;
  • Ariffin, Khairul Akram Zainol;
  • Namoun, Abdallah;
  • Tufail, Ali;
  • Kim, Ki Hyung
  • 2023-08-01
  • Sensors, Vol.23 No.15
  • Multidisciplinary Digital Publishing Institute (MDPI)
Machine learning-based analysis and prediction model on the strengthening mechanism of biopolymer-based soil treatment
  • 2024-02-25
  • Geomechanics and Engineering, Vol.36 No.4, pp.381-390
  • Techno-Press
Machine-learned wearable sensors for real-Time hand-motion recognition: Toward practical applicationsoa mark
  • Pyun, Kyung Rok;
  • Kwon, Kangkyu;
  • Yoo, Myung Jin;
  • Kim, Kyun Kyu;
  • Gong, Dohyeon;
  • Yeo, Woon Hong;
  • Han, Seungyong;
  • Ko, Seung Hwan
  • 2024-02-01
  • National Science Review, Vol.11 No.2
  • Oxford University Press
MAGNETO and DeepInsight: Extended Image Translation with Semantic Relationships for Classifying Attack Data with Machine Learning Modelsoa mark
  • Dunmore, Aeryn;
  • Dunning, Adam;
  • Jang-Jaccard, Julian;
  • Sabrina, Fariza;
  • Kwak, Jin
  • 2023-08-01
  • Electronics (Switzerland), Vol.12 No.16
  • Multidisciplinary Digital Publishing Institute (MDPI)
Mortality Risk Factors in Myocardial Injury after Noncardiac Surgery
  • 양광모
  • 2021-08
  • The Graduate School, Ajou University
New approach of prediction of recurrence in thyroid cancer patients using machine learningoa mark
  • Kim, Soo Young;
  • Kim, Young Il;
  • Kim, Hee Jun;
  • Chang, Hojin;
  • Kim, Seok Mo;
  • Lee, Yong Sang;
  • Kwon, Soon Sun;
  • Shin, Hyunjung;
  • Chang, Hang Seok;
  • Park, Cheong Soo;
et al
  • 2021-10-22
  • Medicine (United States), Vol.100 No.42, p. E27493
  • Lippincott Williams and Wilkins
Pattern Augmented Lightweight Convolutional Neural Network for Intrusion Detection Systemoa mark
  • 2024-03-01
  • Electronics (Switzerland), Vol.13 No.5
  • Multidisciplinary Digital Publishing Institute (MDPI)
Software Analysis Method for Assessing Software Sustainability
  • 2020-01-01
  • International Journal of Software Engineering and Knowledge Engineering, Vol.30 No.1, pp.67-95
  • World Scientific Publishing Co. Pte Ltd
Storm-Induced Power Grid Damage Forecasting Method for Solving Low Probability Event Dataoa mark
  • Oh, Seongmun;
  • Heo, Kangjoon;
  • Jufri, Fauzan Hanif;
  • Choi, Minhee;
  • Jung, Jaesung
  • 2021-01-01
  • IEEE Access, Vol.9, pp.20521-20530
  • Institute of Electrical and Electronics Engineers Inc.
개인신용평가 모델을 위한 데이터 증강과 전이학습
  • 2024-03
  • 한국정보기술학회논문지, Vol.22 No.3, pp.11-21
  • 한국정보기술학회
기계학습 기반 이산선택 모형의 경쟁분석 활용 가능성 고찰
  • 2021-03
  • 산업조직연구, Vol.29 No.1, pp.43-72
  • 한국산업조직학회
청소년 자살생각의 예측요인 고찰: 랜덤포레스트 방법의 적용
  • 2024-04
  • 한국심리학회지:학교, Vol.21 No.1, pp.1-26
  • 한국심리학회산하학교심리학회
환자의 주관적 증상 텍스트에 대한 진료과목 분류 모델 구축
  • 2021-08
  • 한국빅데이터학회 학회지, Vol.6 No.1, pp.51-62
  • 사)한국빅데이터학회
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