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3rd ICAIIC 2021: Jeju Island, South Korea
- International Conference on Artificial Intelligence in Information and Communication, ICAIIC 2021, Jeju Island, South Korea, April 13-16, 2021. IEEE 2021, ISBN 978-1-7281-7638-3
- Teppei Otsuka, Komei Kurasawa, Zengchao Duan, Aohan Li
, Koya Sato
Coherent Ising Machine Based Optimal Channel Allocation and User Pairing in NOMA Networks. 1-4 - Yuwei Sun, Hideya Ochiai, Hiroshi Esaki:
Intrusion Measurement and Detection in LAN Using Protocol-Wise Associative Memory. 5-9 - Yuta Kumagai, Naoya Gonda, Yukiko Shimbo, Hirofumi Suganuma
Deep Learning Based Hybrid Multiple Access Consisting of SCMA and OFDMA Using User Position Information. 10-13 - Hideki Yamamoto, Norio Kondo, Tetsu Joh, Takayuki Warabino, Yusuke Suzuki, Genichi Mori, Masahiro Jibiki:
Design and implementation of a reference model between services and AI-assisted network. 14-17 - Murad Khan, Junho Seo, Dongkyun Kim:
An Energy Efficient Sensor Duty Cycling for Smart Home Networks. 18-20 - Martin Benjak, Holger Meuel, Thorsten Laude, Jörn Ostermann:
Enhanced Machine Learning-based Inter Coding for VVC. 21-25 - Jiaxu Liu
Facial Expression Recognition In The Wild Using Bidirectional Convolutional Neural Network. 26-30 - Yuto Matsunaga, Naofumi Aoki, Yoshinori Dobashi, Tetsuya Kojima:
Distortion based Watermark Extraction Technique Using 1D CNN. 31-35 - Ziyan Wang, Tae Soo Kim:
Learning to Recognize Masked Faces by Data Synthesis. 36-41 - Taisho Sasada, Masataka Kawai, Yuzo Taenaka, Doudou Fall, Youki Kadobayashi:
Differentially-Private Text Generation via Text Preprocessing to Reduce Utility Loss. 42-47 - Hyeonwoo Jeong, Ye-Chan Choi, Kang-Sun Choi:
Parallelization of Levelset-based Text Baseline Detection in Document Images. 48-51 - Aji Prasetya Wibawa, Zahra Nabila Izdihar, Agung Bella Putra Utama
Min-Max Backpropagation Neural Network to Forecast e-Journal Visitors. 52-58 - Chuyu Liu, Tae Soo Kim:
Learning Human Vehicle Interactions using Simulated Data. 59-62 - Khaled Alhazmi
Effects of annotation quality on model performance. 63-67 - Gabriel Chukwunonso Amaizu, Danielle Jaye S. Agron, Jae-Min Lee, Dong-Seong Kim:
Two-Stage Classification Technique for Malicious DNS Identification. 68-72 - Zengchao Duan, Norihiro Okada, Aohan Li
High-speed Optimization of User Pairing in NOMA System Using Laser Chaos Based MAB Algorithm. 73-77 - Hiroshi Kanemasa, Aohan Li
Dynamic Channel Bonding Using Laser Chaos Decision Maker in WLANs. 78-82 - Dibakar Das, Mohammad Fahad Imteyaz, Jyotsna Bapat, Debabrata Das
A Data Augmented Bayesian Network for Node Failure Prediction in Optical Networks. 83-88 - Won-Ju Eom, Yeong-Jun Song, Chang Hoon Park, Jeong-Keun Kim, Geon-Hwan Kim, You-Ze Cho:
Network Traffic Classification Using Ensemble Learning in Software-Defined Networks. 89-92 - Junling Hou, Weihong Li, Weiguo Gong, Zixu Wang:
Multi-Scale Proposal Regions Fusion Network for Detection and 3D Localization of the Infected Trees. 93-98 - Xinran Wang, Weihong Li, Wei Guo, Kun Cao:
SPB-YOLO: An Efficient Real-Time Detector For Unmanned Aerial Vehicle Images. 99-104 - Sunah Min, Jinyoung Moon:
Online Fall Detection Using Attended Memory Reference Network. 105-110 - Muhammad Sadiq Amin, Huynsik Ahn, Young Bok Choi:
Human Sentiments and Associated Physical Actions Detection in Disasters with Deep Learning. 111-113 - Youngjin Yoon, Dongseok Han:
Object Recognition and Distance Extraction System Using Camera. 114-116 - Youngji Koh, Sungwon Kang, Seonah Lee:
Bug Report Summarization using Believability Score and Text Ranking. 117-120 - Elmer C. Peramo
Juris2vec: Building Word Embeddings from Philippine Jurisprudence. 121-125 - Kusala Munasinghe, Piyumika Karunanayake:
Recursive Feature Elimination for Machine Learning-based Landslide Prediction Models. 126-129 - Turky N. Alotaiby, Saleh A. Alshebeili
Subject Authentication using Time-Frequency Image Textural Features. 130-133 - Debaditya Shome
Deep Q-learning for 5G network slicing with diverse resource stipulations and dynamic data traffic. 134-139 - Woo-Sung Son, Dong Seog Han:
Analysis on the Channel Prediction Accuracy of Deep Learning-based Approach. 140-143 - Mohamad Rimas Mohamad Anfar, Joyce B. Mwangama
Machine Learning-Based Service Differentiation in the 5G Core Network. 144-149 - Seung-Hee Choi, Sang-Jo Yoo:
RNN Based Optimal Sensing Schedule Control for Wireless Sensor Networks. 150-154 - Ihsan Ullah, Hyun-Kyo Lim, Youn-Hee Han:
Ego Network-based Virtual Network Embedding Scheme for Revenue Maximization. 155-160 - Jungkyoo Shin, Jinyoung Moon:
Fast Temporal Information Retrieval In Videos With Visual Memory. 161-166 - Boney Labinghisa, Dong Myung Lee:
A Deep Learning based Scene Recognition Algorithm for Indoor Localization. 167-170 - Abdulrahman Kerim
Recognition of Traffic Signs with Artificial Neural Networks: A Novel Dataset and Algorithm. 171-176 - Ijaz Ahmad
An Approach to Run Pre-Trained Deep Learning Models on Grayscale Images. 177-180 - Jeong-Seon Lim, Marcella Astrid, Hyun-Jin Yoon, Seung-Ik Lee:
Small Object Detection using Context and Attention. 181-186 - Ossama Embarak:
Towards an Adaptive Education through a Machine Learning Recommendation System. 187-192 - Colin Galen, Robert Steele:
Empirical Measurement of Performance Maintenance of Gradient Boosted Decision Tree Models for Malware Detection. 193-198 - Chaehan So:
Exploring Meta Learning: Parameterizing the Learning-to-learn Process for Image Classification. 199-202 - Jamshid Yusupov, Vikas Palakonda, Samira Ghorbanpour, Rammohan Mallipeddi, Kalyana Chakravarthy Veluvolu:
An Generational SDE based Indicator for Multi and Many-objective optimization. 203-209 - Xingchi Liu, Mahsa Derakhshani, Ziming Zhu, Sangarapillai Lambotharan:
Globally Informative Thompson Sampling for Structured Bandit Problems with Application to CrowdTranscoding. 210-215 - Donghwan Kim, Jaehan Joo, Guohua Zhu, Jeongbin Seo, Jaeseung Ha, Suk Chan Kim:
Strabismus Classification using Convolutional Neural Networks. 216-218 - Carlos Alfonso V. Palattao, Geoffrey A. Solano, Cherica A. Tee, Michael L. Tee:
Determining factors contributing to the psychological impact of the COVID-19 Pandemic using machine learning. 219-224 - Marc Jermaine Pontiveros
Gene Expression Based Tumor Purity Estimation and Individual-Specific Survival Tool in Skin Cutaneous Melanoma. 225-230 - Rukesh Prajapati
An Efficient Deep Neural Network Binary Classifier for Alzheimer's Disease Classification. 231-234 - I Gede Susrama Mas Diyasa
Pre-trained Deep Convolutional Neural Network for Detecting Malaria on the Human Blood Smear Images. 235-240 - Muchammad Naseer, Muhamad Asvial, Riri Fitri Sari:
An Empirical Comparison of BERT, RoBERTa, and Electra for Fact Verification. 241-246 - Tae-Wan Kim, Dong Myung Lee:
A Design of Learning based Human Positioning Algorithm using Images. 247-250 - Chanjun Chun, Kwang Myung Jeon, Chaejun Leem, Bumshik Lee, Wooyeol Choi:
Comparison of CNN-based Speech Dereverberation using Neural Vocoder. 251-254 - Inho Chang, Min-Gyu Park, Jaewoo Kim, Ju Hong Yoon:
Multi-View 3D Human Pose Estimation with Self-Supervised Learning. 255-257 - Andrej Hafner, Peter Peer, Ziga Emersic, Matej Vitek:
Deep Iris Feature Extraction. 258-262 - Jonathan Pan:
Iot Network Behavioral Fingerprint Inference With Limited Network Traces For Cyber Investigation. 263-268 - Jonghun Jeong, Hoeseok Yang:
Optimal Partitioning of Distributed Neural Networks for Various Communication Environments. 269-272 - Cosmas Ifeanyi Nwakanma
IoT-Based Vibration Sensor Data Collection and Emergency Detection Classification using Long Short Term Memory (LSTM). 273-278 - Thong Nhat Tran
An Optimal QoS Multicast Routing Protocol in IoT Enabling Cognitive Radio MANETs: A Deep Q-Learning Approach. 279-283 - I Gede Susrama Mas Diyasa
Integrated System of Vehicle and Passenger Manifests in Port Based on IoT. 284-290 - Dong Mug Kang, Sang Hun Yoon, Dae Kyo Shin, Young Yoon, Hyeon Min Kim, Soo Hyun Jang:
A Study on Attack Pattern Generation and Hybrid MR-IDS for In-Vehicle Network. 291-294 - Gwonhan Mun, Tae Chul Hong, Daeho Kim:
Controller module implementation to reduce interrupt in CNPC uplink. 295-297 - Alwin Poulose
Feature-Based Deep LSTM Network for Indoor Localization Using UWB Measurements. 298-301 - Sung Hyun Oh, Jeong Gon Kim:
DNN based WiFi positioning in 3GPP indoor office environment. 302-306 - Jae-Won Lim, Young-Bae Ko:
Q-learning based Stepwise Routing Protocol for Multi-UAV Networks. 307-309 - Jeremy Merrill, Yu Liang, Dalei Wu
Extensive Huffman-tree-based Neural Network for the Imbalanced Dataset and Its Application in Accent Recognition. 310-315 - Hyunju Park, Hong Kook Kim:
Verbal Abuse Classification Using Multiple Deep Neural Networks. 316-319 - Jongsik Ahn, Min Young Kim:
Positional estimation of invisible drone using acoustic array with A-shaped neural network. 320-324 - Ju-Mi Kang, Ju Hong Yoon, Minho Lee, Jewoo Kim, Min-Gyu Park:
Volumetric Human Reconstruction from a Single Depth Map. 325-328 - Haesik Kim, Takeo Fujii, Kenta Umebayashi
Relay Nodes Selection Using Reinforcement Learning. 329-334 - Dongwoo Lee, Yu Zhao, Joohyun Lee
Reinforcement Learning for Random Access in Multi-cell Networks. 335-338 - Williams Paul Nwadiugwu, Seung-Hwan Kim, Jae-Min Lee, Dong-Seong Kim:
Prioritized-MAC Model for Intelligent UAV-to-BS Communication in Industrial-WSN Systems. 339-343 - Fitsum Debebe Tilahun, Ameha Tsegaye Abebe, Chung Gu Kang:
Joint Communication and Computing Resource Allocation over Cell-Free Massive MIMO-enabled Mobile Edge Network: A Deep Reinforcement Learning-based Approach. 344-346 - Hirotada Honda:
A novel framework for reservoir computing with inertial manifolds. 347-352 - Medini Singh, Deepak Mishra, M. Vanidevi:
Sparse Autoencoder for Sparse Code Multiple Access. 353-358 - Noah B. Jacobsen
Reverse Engineering the Hamming Code with Automatic Graph Learning. 359-364 - Imtiaz Ahmed
Joint Demodulation and Decoding with Multi-Label Classification Using Deep Neural Networks. 365-370 - Jee-Sun Oh, Moon-Koo Kim, Duk Hee Lee:
A study on the selection of future AI+X promising fields and the direction to strengthen competitiveness. 371-374 - Zhao Wang, Yuusuke Nakano, Keishiro Watanabe, Ken Nishimatsu:
A Method of Delivering Fuel to Telecommunication Exchange Buildings in Disaster Response. 375-380 - Gwonhan Mun, Kunseok Kang, Daeho Kim:
Timing diagram for CNPC interleaver implementation on FPGA. 381-384 - Gwonhan Mun, Hee Wook Kim, Daeho Kim:
CNPC deinterleaver implementation to increase hardware logic utilization on FPGA. 385-389 - Jeong-Su Kim, Dong Myung Lee:
A Deep Learning Module Design for Workspace Identification in Manufacturing Industry. 390-393 - Subrat Kumar Swain
Robust Shared Lateral Control for Autonomous Vehicles. 394-400 - Toan-Van Nguyen, Thong Nhat Tran
A Deep Q-Learning Design for Energy Harvesting QoS Routing in IoT-enabled Cognitive MANETs. 401-406 - Sang-Chul Kim, Yong-Hwan Kim:
Recognizing human activity using deep learning with WiFi CSI and filtering. 407-410 - Seongsu Park, Ki-Hyung Kim:
Principal Component Analysis Implementation for Signal Processing of Electrochemical Impedance Spectroscopy in the Detection of Fake Fingerprints. 411-415 - Mohammad Ehatasham Shawon, Mostafa Zaman Chowdhury
Rain Attenuation Characterization for 6G Terahertz Wireless Communication. 416-420 - Md. Shahjalal, Md. Faisal Ahmed, Md. Morshed Alam
Fuzzy C-Means Clustering-Based mMIMO-NOMA Downlink Communication for 6G Ultra-Massive Interconnectivity. 421-424 - Seohyun Lee, Hyuno Kim, Hideo Higuchi, Masatoshi Ishikawa:
Classification of Metastatic Breast Cancer Cell using Deep Learning Approach. 425-428 - Hang Nguyen Thi Phuong, Hieyong Jeong, Choonsung Shin:
Consideration of Convolutional Neural Networks for Image Processing of Capillaries. 429-434 - Yeongju Woo
Classification of diabetic walking through machine learning: Survey targeting senior citizens. 435-437 - Kwang-Ju Kim
Low-Cost Real-time Driver Drowsiness Detection based on Convergence of IR Images and EEG Signals. 438-443 - Tajebe Tsega Mengistie, Deepak Kumar
Deep Learning Based Sentiment Analysis On COVID-19 Public Reviews. 444-449 - Ching-Lung Su, Wen-Cheng Lai
Pedestrian Detection System with Edge Computing Integration on Embedded Vehicle. 450-453 - Gabriele Calzavara, Eleonora Oliosi
A Time-aware Data Clustering Approach to Predictive Maintenance of a Pharmaceutical Industrial Plant. 454-458 - Baseer Ahmad, Bhupesh Kumar Mishra
Intelligent Predictive Maintenance Model for Rolling Components of a Machine based on Speed and Vibration. 459-464 - Abduladhim Ashtaiwi
ML-Based Localizing and Driving Direction Estimation System for Vehicular Networks. 465-470 - Md. Faisal Ahmed, Md. Osman Ali, Md. Morshed Alam
Interference Cancellation and Proper Thresholding Using Deep Learning Method in Optical Camera Communication. 471-473 - Huy Nguyen, Yeong Min Jang:
Design of MIMO C-OOK using Matched filter for Optical Camera Communication System. 474-476 - Md. Osman Ali, Md. Morshed Alam
A New Smart-Meter Data Monitoring System based on Optical Camera Communication. 477-479 - Sothearin Ren, Jaesung Kim, Wan-Sup Cho, Saravit Soeng
Big Data Platform for Intelligence Industrial IoT Sensor Monitoring System Based on Edge Computing and AI. 480-482 - Md. Habibur Rahman, Md. Shahjalal, Yeong Min Jang:
Ensemble Classifier Based Modulation Recognition for Beyond 5G Massive MIMO (mMIMO) Communication. 483-487 - Hyung-Min Cho, Kyung-Hee Lee, Peter Shim, Anthony Park:
A Chemical Monitoring and Prediction System in Semiconductor Manufacturing Process Using Bigdata and AI Techniques. 488-491 - Md. Morshed Alam, Md. Faisal Ahmed, Israt Jahan, Yeong Min Jang:
Optimal Energy Management Strategy for ESS with Day Ahead Energy Prediction. 492-496 - Aji Teguh Prihatno, Himawan Nurcahyanto, Yeong Min Jang:
Predictive Maintenance of Relative Humidity Using Random Forest Method. 497-499 - Himawan Nurcahyanto, Aji Teguh Prihatno, Yeong Min Jang:
Battery Management using LSTM for Manhole Underground System. 500-503
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