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Department of Software and Computer Engineering
College of Computing and Informatics
Ajou University
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CNN-based anomaly detection for packet payloads of industrial control system
oa mark
Song, Joo Yeop;
Paul, Rajib;
Yun, Jeong Han;
Kim, Hyoung Chun;
Choi, Young June
2021-01-01
International Journal of Sensor Networks, Vol.36, pp.36-49
Inderscience Publishers
DLFT: Data and Layout Aware Fault Tolerance Framework for Big Data Transfer Systems
oa mark
Kasu, Preethika;
Hamandawana, Prince
;
Chung, Tae Sun
2021-01-01
IEEE Access, Vol.9, pp.22939-22954
Institute of Electrical and Electronics Engineers Inc.
Complex problems solution as a service based on predictive optimization and tasks orchestration in smart cities
oa mark
Ahmad, Shabir;
Ali, Jehad
;
Jamil, Faisal;
Whangbo, Taeg Keun;
Kim, Do Hyeun
2021-01-01
Computers, Materials and Continua, Vol.69, pp.1271-1288
Tech Science Press
Parkinson’s disease diagnosis in cepstral domain using MFCC and dimensionality reduction with SVM classifier
oa mark
Rahman, Atiqur;
Rizvi, Sanam Shahla;
Khan, Aurangzeb;
Abbasi, Aaqif Afzaal;
Khan, Shafqat Ullah;
Chung, Tae Sun
2021-01-01
Mobile Information Systems, Vol.2021
Hindawi Limited
Dynamic Facial Expression Understanding Using Deep Spatiotemporal LDSP on Spark
oa mark
Uddin, Md Azher;
Joolee, Joolekha Bibi;
Sohn, Kyung Ah
2021-01-01
IEEE Access, Vol.9, pp.16866-16877
Institute of Electrical and Electronics Engineers Inc.
A Novel Fractional-Order Variational Approach for Image Restoration Based on Fuzzy Membership Degrees
oa mark
Khan, Mushtaq Ahmad;
Ullah, Asmat;
Khan, Sahib;
Ali, Murtaza;
Khan, Sheraz;
Khan, Khalil;
Masud, Mehedi;
Ali, Jehad
2021-01-01
IEEE Access, Vol.9, pp.43574-43600
Institute of Electrical and Electronics Engineers Inc.
Race classification using deep learning
oa mark
Khan, Khalil;
Khan, Rehan Ullah;
Ali, Jehad
;
Uddin, Irfan;
Khan, Sahib;
Roh, Byeong Hee
2021-01-01
Computers, Materials and Continua, Vol.68, pp.3483-3498
Tech Science Press
Deep Multi-Task Conditional and Sequential Learning for Anti-Jamming
oa mark
Basomingera, Robert;
Choi, Young June
2021-01-01
IEEE Access, Vol.9, pp.123194-123207
Institute of Electrical and Electronics Engineers Inc.
Analyzing Drivers' Distractions due to Smartphone Usage: Evidence from AutoLog Dataset
oa mark
Khan, Inayat;
Rizvi, Sanam Shahla;
Khusro, Shah;
Ali, Shaukat;
Chung, Tae Sun
2021-01-01
Mobile Information Systems, Vol.2021
Hindawi Limited
Unsupervised feature learning for self-tuning neural networks
oa mark
Ryu, Jongbin
;
Yang, Ming Hsuan;
Lim, Jongwoo
2021-01-01
Neural Networks, Vol.133, pp.103-111
Elsevier Ltd
Research Efforts and Challenges in Crowd-based Requirements Engineering: A Review
oa mark
Abdullah, Rosmiza Wahida;
Ahmad, Sabrina;
Asmai, Siti Azirah;
Lee, Seok Won
;
Zain, Zarina Mat
2021-01-01
International Journal of Advanced Computer Science and Applications, Vol.12, pp.395-402
Science and Information Organization
A case for low-latency communication layer for distributed operating systems
oa mark
Kim, Sang Hoon
2021-01-01
IEICE Transactions on Information and Systems, Vol.E104D, pp.2244-2247
Institute of Electronics Information Communication Engineers
EEG-based emotion classification for Alzheimer’s disease patients using conventional machine learning and recurrent neural network models
oa mark
Seo, Jungryul;
Laine, Teemu H.
;
Oh, Gyuhwan
;
Sohn, Kyung Ah
2020-12-02
Sensors (Switzerland), Vol.20, pp.1-27
MDPI AG
Performance Model for Advanced Neighbor Discovery Process in Bluetooth Low Energy 5.0-Enabled Internet of Things Networks
Shan, Gaoyang
;
Roh, Byeong Hee
2020-12-01
IEEE Transactions on Industrial Electronics, Vol.67, pp.10965-10974
Institute of Electrical and Electronics Engineers Inc.
Fast and accurate pseudoinverse with sparse matrix reordering and incremental approach
oa mark
Jung, Jinhong;
Sael, Lee
2020-12-01
Machine Learning, Vol.109, pp.2333-2347
Springer
Multiscale based nonlinear dynamics analysis of heart rate variability signals
oa mark
Kazmi, Syed Zaki Hassan;
Habib, Nazneen;
Riaz, Rabia;
Rizvi, Sanam Shahla;
Abbas, Syed Ali;
Chung, Tae Sun
2020-12-01
PLoS ONE, Vol.15
Public Library of Science
Deep learning algorithms for detecting and visualising intussusception on plain abdominal radiography in children: a retrospective multicenter study
oa mark
Kwon, Gitaek;
Ryu, Jongbin
;
Oh, Jaehoon;
Lim, Jongwoo;
Kang, Bo kyeong;
Ahn, Chiwon;
Bae, Junwon;
Lee, Dong Keon
2020-12-01
Scientific Reports, Vol.10
Nature Research
Referring expression comprehension model with matching detection and linguistic feedback
oa mark
Wang, Jianming;
Cui, Enjie;
Liu, Kunliang;
Sun, Yukuan;
Liang, Jiayu;
Yuan, Chunmiao;
Duan, Xiaojie;
Jin, Guanghao;
Chung, Tae Sun
2020-12-01
IET Computer Vision, Vol.14, pp.564-574
Institution of Engineering and Technology
Multidefectnet: Multi-class defect detection of building façade based on deep convolutional neural network
oa mark
Lee, Kisu;
Hong, Goopyo;
Sael, Lee
;
Lee, Sanghyo;
Kim, Ha Young
2020-11-02
Sustainability (Switzerland), Vol.12, pp.1-14
MDPI
Understanding and recommending security requirements from problem domain ontology: A cognitive three-layered approach
Kim, Bong Jae;
Lee, Seok Won
2020-11-01
Journal of Systems and Software, Vol.169
Elsevier Inc.
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