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4th ICAIIC 2022: Jeju Island, South Korea
- 2022 International Conference on Artificial Intelligence in Information and Communication, ICAIIC 2022, Jeju Island, Korea, Republic of, February 21-24, 2022. IEEE 2022, ISBN 978-1-6654-5818-4
- Keita Katagiri, Takeo Fujii:
Classification and Discretization of Shadowing Toward Low Storage Radio Map. 1-6 - Love Allen Chijioke Ahakonye
, Cosmas Ifeanyi Nwakanma
Countering DNS Vulnerability to Attacks Using Ensemble Learning. 7-10 - Sampath Kumar Katherasala, Vaddeboyina Sri Manvith, Ajay Therala, Manjari Murala:
NetMD- Network Traffic Analysis and Malware Detection. 11-16 - Seunghwan Song, Jun-Geol Baek:
Defect Information Synthesis via Latent Mapping Adversarial Networks. 17-22 - Md. Habibur Rahman, Md. Shahjalal, Md. Osman Ali, ByungDeok Chung, Yeong Min Jang:
FFDNet Based Channel Estimation for Multiuser Massive MIMO System with One-Bit ADCs. 23-26 - Yu-Chen Chen, Jian-Ping Su, Cheng-Han Tsai, Ming-Che Chen, Wan-Jung Chang, Wen-Jeng Wu:
iVoiding: A Thermal-Image based Artificial Intelligence Dynamic Voiding Detection System. 27-29 - Ijaz Ahmad
Determining Jigsaw Puzzle State from an Image based on Deep Learning. 30-32 - Ryota Murakami, Hiroshi Yamamoto:
Growth Estimation Sensor Network System for Aquaponics using Multiple Types of Depth Cameras. 33-38 - Yunseon Byun, Jun-Geol Baek:
Image Synthesis with Single-type Patterns for Mixed-type Pattern Recognition on Wafer Bin Maps. 39-43 - Saneeha Khalid, Faisal Bashir Hussain:
Evaluating Opcodes for Detection of Obfuscated Android Malware. 44-49 - Tianhan Gao, Jin Zhang
Procedural Generation of Game Levels and Maps: A Review. 50-55 - Jieun Kim, Jun-Geol Baek
Similarity-based Local Feature Extraction for Wafer Bin Map Pattern Recognition. 56-59 - Julijan Jug, Ajda Lampe
Body Segmentation Using Multi-task Learning. 60-68 - Vivian Ukamaka Ihekoronye, Simeon Okechukwu Ajakwe
Aerial Supervision of Drones and Other Flying Objects Using Convolutional Neural Networks. 69-74 - Ji-Hyeon Kim, Soon-Young Kwon, Hyoung-Nam Kim:
Performance Analysis of UAV-based Array Antenna Arrangement for Target Detection. 75-77 - Byung Chan Choi
Image Prediction for Lane Following Assist using Convolutional Neural Network-based U-Net. 78-81 - Joi Shimizu, Heming Sun, Jiro Katto
Forward and Backward Warping for Optical Flow-Based Frame Interpolation. 82-86 - Kwang-Ju Kim
Performance Improvement Method of the Video Visual Relation Detection with Multi-modal Feature Fusion. 87-91 - Min Woo Yoo, Jihun Kim
A high-speed driver behavior detection deep learning system using the amount of change in contrast between frames. 92-95 - Ida Bagus Krishna Yoga Utama, Md. Habibur Rahman, ByungDeok Chung, Yeong Min Jang:
Intelligent Receiver for Optical Camera Communication. 96-100 - Han Sol Kim, Yong Woon Kim, Won-Seok Yoo, Won-Cheol Lee:
Interference analysis study for coexistence between C-V2X and Wi-Fi 6E in the 6GHz band. 101-103 - Jaeho Seong, Chaehyun Lee, Dong Seog Han:
Neural Architecture Search for Real-Time Driver Behavior Recognition. 104-108 - Mourad Bouache, Benaoumeur Senouci:
Smart Anomaly Detection: Deep Learning modeling Approach and System Utilization Analysis. 109-114 - Temechu Girma Zewdie, Anteneh Girma:
An Evaluation Framework for Machine Learning Methods in Detection of DoS and DDoS Intrusion. 115-121 - Ikjae Kim, Hansung Kim, Dongkyoo Shin:
A study on the application of mission-based cybersecurity testing and evalulation of weapon systems. 122-127 - Islam Helmy, Wooyeol Choi:
Grey Wolf Optimizer-Based Automatic Focusing for High Magnification Systems. 128-132 - Shota Hirose, Naoki Wada, Jiro Katto
Research and examination on implementation of super-resolution models using deep learning with INT8 precision. 133-137 - Heuijee Yun, Daejin Park:
Mitigating Overflow of Object Detection Tasks Based on Masking Semantic Difference Region of Vision Snapshot for High Efficiency. 138-140 - An Nguyen Duy, Myungsik Yoo:
Calibration-Net: LiDAR and Camera Auto-Calibration using Cost Volume and Convolutional Neural Network. 141-144 - Eric Xue, Tae Soo Kim:
Granular Analysis of Pretrained Object Detectors. 145-149 - Chundie Feng, Xuhong Chen, Zhengchuan Chen, Zhong Tian, Yunjian Jia, Min Wang:
Irregular Repetition Slotted ALOHA Scheme with Multi-Packet Reception in Packet Erasure Channel. 150-155 - Liangdong Wu, Fangzhou Xiong, Zhiyong Liu:
Two-Policy Cooperative Transfer for Alleviation of Sim-to-Real Gap. 156-161 - Hang Hu, Myung J. Lee:
Graph Neural Network-based Clustering Enhancement in VANET for Cooperative Driving. 162-167 - Min Jeong Kang, Jung Hoon Lee:
Machine Learning-Based Power Loading for Massive Parallel Gaussian Channels. 168-170 - Malik Muhammad Saad, Muhammad Ashar Tariq, Md. Mahmudul Islam, Muhammad Toaha Raza Khan, Junho Seo, Dongkyun Kim:
Enhanced Semi-persistent scheduling (e-SPS) for Aperiodic Traffic in NR-V2X. 171-175 - Ji-Hun Park, Do-Hyun Park, Hyoung-Nam Kim:
Target Detection using U-Net for a DTV-based Passive Bistatic Radar System. 176-178 - Wonsuk Kim
Privacy-preserving collaborative machine learning in biomedical applications. 179-183 - Jaeyoon Kim, Una-May O'Reilly, Junhee Seok:
Computer Code Representation through Natural Language Processing for fMRI Data Analysis. 184-187 - John Althom A. Mendoza, Geoffrey A. Solano, Marc Jermaine Pontiveros, Jaime Caro
A Machine Learning Approach in Evaluating Symptom Screening in Predicting COVID-19. 188-193 - Ju-Hyuck Han, Hyun-Woo Oh, Woong-Sik Kim:
A Study on the Clinical Effectiveness of Deep Learning CAD Technology. 194-196 - Donghwan Kim, Jaehan Joo, Suk Chan Kim:
Fake Data Generation for Medical Image Augmentation using GANs. 197-199 - Israt Jahan, Md. Osman Ali, Md. Habibur Rahman, ByungDeok Chung, Yeong Min Jang:
Vision Anomaly Detection Using Self-Gated Rectified Linear Unit. 200-203 - Mehran Ghafari
A Comparison of YOLO and Mask-RCNN for Detecting Cells from Microfluidic Images. 204-209 - Kevin Tirta Wijaya, Dong-Hee Paek
Multiview Attention for 3D Object Detection in Lidar Point Cloud. 210-215 - Quyen Van Toan, Min Young Kim
Multi-scale synergy approach for real-time semantic segmentation. 216-220 - Chungil Kim, Saim Shin, Han-Mu Park:
CIAFill: Lightweight and Fast Image Inpainting with Channel Independent Attention. 221-229 - Sudipta Modak
Heart Disease Prediction Using Adaptive Infinite Feature Selection and Deep Neural Networks. 235-240 - Hyeontaek Oh, Jongmin Yu, Nakyoung Kim, Dongyeong Kim, Jangwon Lee, Jinhong Yang:
A federated binarized neural network model for constrained devices in IoT healthcare services. 241-245 - Nakyoung Kim, Hyunseo Park, Gyeong Ho Lee, Jaeseob Han, Hyeontaek Oh, Jun Kyun Choi:
Hierarchical User Status Classification for Imbalanced Biometric Data Class. 246-250 - Gyutae Park, Vasantha Kumar Chandrasegar, JoongGun Park, Jinhwan Koh:
Increasing Accuracy of Hand Gesture Recognition using Convolutional Neural Network. 251-255 - Deepesh Agarwal, Obdulia Covarrubias-Zambrano, Stefan H. Bossmann, Balasubramaniam Natarajan
Impacts of Behavioral Biases on Active Learning Strategies. 256-261 - SeonYong Lee, Heeyoul Kwak, Jong-Seon No:
Effect of the Period of the Fourier Series Approximation for Binarized Neural Network. 262-265 - Jiae Yoon, Hyuk Lim:
CMCL: Clustering-based Memory Management for Continual Learning. 266-268 - Hui Han
TinyML: A Systematic Review and Synthesis of Existing Research. 269-274 - Tianhan Gao, Jiahui Zhu:
A Survey of Procedural Content Generation of Natural Objects in Games. 275-279 - Alexandros I. Metsai, Konstantinos Karamitsios, Konstantinos Kotrotsios, Periklis Chatzimisios, George Stalidis, Kostas Goulianas:
Reinforcement Learning for Neural Collaborative Filtering. 280-283 - Tianhan Gao, Baicheng Chen, Qingwei Mi
A Survey of Markov Model in Reinforcement Learning. 284-287 - Sang-Jin Seo, You-Ze Cho:
Fairness Enhancement of TCP Congestion Control Using Reinforcement Learning. 288-291 - Wadhah Zeyad Tareq
Merging Reinforcement Learning and Inverse Reinforcement Learning via Auxiliary Reward System. 292-297 - Md. Osman Ali, Israt Jahan, Raihan Bin Mofidul, ByungDeok Chung, Yeong Min Jang:
Pothole Detection Using Optical Camera Communication. 298-301 - Keigo Uchiyama, Hiroshi Yamamoto, Eiji Utsunomiya, Kiyohito Yoshihara:
Sensor Network System for Condition Detection of Harmful Animals by Step-by-step Interlocking of Various Sensors. 302-307 - Sung Hyun Oh, Jeong Gon Kim:
WiFi Positioning by Optimal k-NN in 3GPP Indoor Office Environment. 308-312 - Min-Jeong Gu, Shin-Gak Kang:
A Study on the improvement of chinese automatic speech recognition accuracy using a lexicon. 313-317 - Ali Rizwan, Adnan A. Abu-Dayya, Fethi Filali
Addressing Data Sparsity with GANs for Multi-fault Diagnosing in Emerging Cellular Networks. 318-323 - Sameer Ahmad Bhat, Dalia Alyahya, Muneer Ahmad Dar, Saadiya Shah:
Edge-Computing based Secure E-learning Platforms. 324-328 - Sang-Chul Kim, Yong-Hwan Kim:
Efficient classification of human activity using PCA and deep learning LSTM with WiFi CSI. 329-332 - Ho-bin Choi, Ju-Bong Kim, Chang-Hoon Ji, Ullah Ihsan, Youn-Hee Han, Se-Won Oh
MARL-based Optimal Route Control in Multi-AGV Warehouses. 333-338 - Arslan Qadeer, Myung J. Lee:
DDPG-Edge-Cloud: A Deep-Deterministic Policy Gradient based Multi-Resource Allocation in Edge-Cloud System. 339-344 - Kazuto Yano, Kenta Suzuki, Babatunde Segun Ojetunde, Koji Yamamoto:
A Study on Update Frequency of Q-Learning-based Transmission Datarate Adaptation using Redundant Check Information for IEEE 802.11ax Wireless LAN. 345-350 - Adhitya Bantwal Bhandarkar, Sudharman K. Jayaweera
User Coverage Maximization for a UAV-mounted Base Station Using Reinforcement Learning and Greedy Methods. 351-356 - Soon-Young Kwon, Ji-Hyeon Kim, Hyoung-Nam Kim:
SVR-based Blind Equalization on HF Channels with a Doppler Spread. 357-359 - Linh Van Ma, Tran Trung Tin, Moongu Jeon:
Resolving Camera Position for a Practical Application of Gaze Estimation on Edge Devices. 360-365 - Satoshi Nakaniida, Takeo Fujii:
Throughput Prediction by Radio Environment Correlation Recognition Using Crowd Sensing and Federated Learning. 366-371 - Goodness Oluchi Anyanwu
Thermal Array Sensor Resolution-Aware Activity Recognition using Convolutional Neural Network. 372-376 - Nguyen Thi Hoai Thu
An Investigation on Deep Learning-Based Activity Recognition Using IMUs and Stretch Sensors. 377-382 - So-Yeong Kim, Eun-Ji Lee, Uttam Khatri
Comparative analysis of solar power generation prediction system using deep learning. 383-386 - Hyunseo Park, Nakyoung Kim, Gyeong Ho Lee, Jaeseob Han, Hyeontaek Oh, Jun Kyun Choi:
Multi-head CNN and LSTM with Attention for User Status Estimation from Biometric Information. 387-391 - Subrata Bhattacharjee
An Explainable Computer Vision in Histopathology: Techniques for Interpreting Black Box Model. 392-398 - Kobiljon Ikromjanov, Subrata Bhattacharjee
Whole Slide Image Analysis and Detection of Prostate Cancer using Vision Transformers. 399-402 - Seohyun Lee
A Generative Adversarial Network Approach to Metastatic Cancer Cell Images. 403-406 - Savina Jassica Colaco, Youngjin Yoon, Dong Seog Han:
UIRNet: Facial Landmarks Detection Model with Symmetric Encoder-Decoder. 407-410 - M. D. Rizwanul Kabir, Muhammad Mutiul Muhaimin
Design and Analysis of an Efficient Energy Sharing System among Electric Vehicles using Evolutionary Game Theory. 411-416 - Duc Hoang Tran, ByungDeok Chung, Yeong Min Jang:
GAN-based Data Augmentation for UWB NLOS Identification Using Machine Learning. 417-420 - Masaki Sugiyama, Aohan Li, Zengchao Duan, Makoto Naruse, Mikio Hasegawa
BER Minimization by User Pairing in Downlink NOMA Using Laser Chaos-Based MAB Algorithm. 421-426 - Henar Mike O. Canilang, Danielle Jaye S. Agron, Wansu Lim:
Hybrid Energy Management Systems based on Edge Processing for Electric Transportation Applications. 427-430 - Jae-Ho Lee
Studies on Intelligent Curation for the Korean Traditional Cultural Heritage. 431-436 - Shunjie Yuan, Chao Wang, Qi Jiang, Jianfeng Ma:
Community Detection with Graph Neural Network using Markov Stability. 437-442 - Taewhi Lee, Miyoung Jang, Jang-Ho Choi, Jongho Won, Jiyong Kim:
Exploiting Heterogeneous Monitoring Data for Spatiotemporal Algal Bloom Prediction. 443-445 - Zhongyang Shen
Three-dimensional Data Outlier Detected by Angle Analysis. 446-450 - Thomas Daniel S. Clamor, Geoffrey A. Solano, Nathaniel Oco
Identification and Analysis of COVID-19-related Misinformation Tweets via Kullback-Leibler Divergence for Informativeness and Phraseness and Biterm Topic Modeling. 451-456 - Muneer Ahmad Dar, Aadil Askar, Sameer Ahmad Bhat:
Blockchain based Secure Data Exchange between Cloud Networks and Smart Hand-held Devices for use in Smart Cities. 457-460 - Jean Nathan Cabreza, Geoffrey A. Solano, Sun Arthur A. Ojeda
Anomaly Detection for Alzheimer's Disease in Brain MRIs via Unsupervised Generative Adversarial Learning. 1-5
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