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ORCIDICAIIC 2019: Okinawa, Japan
- International Conference on Artificial Intelligence in Information and Communication, ICAIIC 2019, Okinawa, Japan, February 11-13, 2019. IEEE 2019, ISBN 978-1-5386-7822-0
- Songpu Ai, Antorweep Chakravorty, Chunming Rong
:
Evolutionary Ensemble LSTM based Household Peak Demand Prediction. 1-6 - Qalab E. Abbas, Sung-Bong Jang:
A Survey of Blockchain and Its Applications. 1-3 - Jung Ho Lee, Kwang-Yul Kim, Yoan Shin:
Feature Image-Based Automatic Modulation Classification Method Using CNN Algorithm. 1-4 - Shuhei Kawaguchi, Yoshikazu Fukuyama:
Parallel Hybrid Particle Swarm Optimization for Integration Framework of Optimal Operational Planning Problem of an Energy Plant and Production Scheduling Problem. 1-6 - Ningombam Devarani Devi, Chung Ghiu Lee, Seokjoo Shin:
Interference Mitigation for Multicast D2D Communications Underlay Cellular Networks. 1-4 - Jing Ma, Tomoya Nagatsuma, Song-Ju Kim, Mikio Hasegawa:
A Machine-Learning-Based Channel Assignment Algorithm for IoT. 1-6 - Mostafa Zaman Chowdhury, Moh. Khalid Hasan, Md. Shahjalal, Eun Bi Shin, Yeong Min Jang:
Opportunities of Optical Spectrum for Future Wireless Communications. 4-7 - Barkovich A:
Informational Linguistics: Computer, Internet, Artificial Intelligence and Language. 8-13 - Aran V. Samson, Andrei D. Coronel:
Reproducing Musicality: Detecting Musical Objects and Emulating Musicality Through Partial Evolution. 14-18 - Hyungbin Yun, Ghudae Sim, Junhee Seok:
Stock Prices Prediction using the Title of Newspaper Articles with Korean Natural Language Processing. 19-21 - Kazuto Yano, Naoto Egashira, Julian L. Webber, Makoto Usui, Yoshinori Suzuki:
Achievable Throughput of Multiband Wireless LAN using Simultaneous Transmission over Multiple Primary Channels Assisted by Idle Length Prediction Based on PNN. 22-27 - Kiho Choi, Hyeongrae Kim, Daejin Park, Jeonghun Cho:
Automatic Multi-Thread Code Generation for Monitoring Signature-based Control Flow. 28-33 - Ju-Bong Kim, Do-Hyung Kwon, Yong-Geun Hong, Hyun-Kyo Lim, Min Suk Kim, Youn-Hee Han:
Deep Q-Network Based Rotary Inverted Pendulum System and Its Monitoring on the EdgeX Platform. 34-39 - Masataka Kawai, Kaoru Ota, Mianxing Dong:
Improved MalGAN: Avoiding Malware Detector by Leaning Cleanware Features. 40-45 - Hyun-Kyo Lim, Ju-Bong Kim, Joo-Seong Heo, Kwihoon Kim, Yong-Geun Hong, Youn-Hee Han:
Packet-based Network Traffic Classification Using Deep Learning. 46-51 - Yi-Chi Chou, Chun-Yen Chao, Han-Yen Yu:
A Résumé Evaluation System Based on Text Mining. 52-57 - Seungmin Lee, Yoosoo Jeong, Junho Kwak, Daejin Park, Kil-Houm Park:
Efficient Communication Overhead Reduction using Polygonal Approximation-based ECG Signal Compression. 58-61 - Ryota Ogami, Hiroshi Yamamoto, Takuya Kato, Eiji Utsunomiya:
Harmful Wildlife Detection System Utilizing Deep Learning for Radio Wave Sensing on Multiple Frequency Bands. 62-67 - Kevin Kam Fung Yuen:
Towards a Cybersecurity Investment Assessment method using Primitive Cognitive Network Process. 68-71 - Alwin Poulose, Odongo Steven Eyobu, Dong Seog Han:
A Combined PDR and Wi-Fi Trilateration Algorithm for Indoor Localization. 72-77 - Yu-Huei Cheng:
A Development Architecture for the Intelligent Animal Care and Management System Based on the Internet of Things and Artificial Intelligence. 78-81 - Akm Ashiquzzaman, Linh Van Ma, Sangwoo Kim, Dongsu Lee, Tai-Won Um, Jinsul Kim:
Compacting Deep Neural Networks for Light Weight IoT & SCADA Based Applications with Node Pruning. 82-85 - Takuro Ebuchi, Hiroshi Yamamoto:
Vehicle/Pedestrian Localization System Using Multiple Radio Beacons and Machine Learning for Smart Parking. 86-91 - Omar Elnaggar, Roselina Arelhi:
A New Unsupervised Short-Utterance based Speaker Identification Approach with Parametric t-SNE Dimensionality Reduction. 92-101 - Erik Dahlman, Stefan Parkvall, Janne Peisa, Hugo M. Tullberg, Hideshi Murai, Masanobu Fujioka:
Artificial Intelligence in Future Evolution of Mobile Communication. 102-106 - Hannaneh Barahouei Pasandi, Tamer Nadeem:
Challenges and Limitations in Automating the Design of MAC Protocols Using Machine-Learning. 107-112 - Hasbi Nur Prasetyo Wisudawan, Dyonisius Dony Ariananda, Risanuri Hidayat:
Compressive Wideband Frequency Spectrum Sensing Based on MUSIC. 113-119 - Keonsoo Lee, Hyun-Woo Kim, Chanki Moon, Yunyoung Nam:
Analysis of Vocal Disorders using Cobweb Clustering. 120-123 - Mehdi Mohammadi, Mursal Dawodi, Tomohisa Wada, Nadira Ahmadi:
Comparative study of supervised learning algorithms for student performance prediction. 124-127 - Atsuhito Udo, Naofumi Aoki, Yoshinori Dobashi, Tsuyoshi Yamamoto:
Evaluation of Machine-Made Scores for Music Games Generated by a Deep Neural Network. 128-131 - Shusuke Narieda, Daiki Cho, Kenta Umebayashi, Hiroshi Naruse:
Statistics Shared CAF Diversity Combining Based Sensing Using Weight Computation Technique. 132-137 - Quang Vinh Do, Insoo Koo:
Dynamic Bandwidth Allocation Scheme for Wireless Networks with Energy Harvesting Using Actor-Critic Deep Reinforcement Learning. 138-142 - Kyosuke Shibata, Hiroshi Yamamoto:
People Crowd Density Estimation System using Deep Learning for Radio Wave Sensing of Cellular Communication. 143-148 - Hoesang Choi, Hichan Moon:
Simulation on Delay of Several Random Access Schemes. 149-151 - Seiji Andong, Hiroshi Yamamoto:
Victim Detection System Using Autonomous UAV Flight and Data Analysis based on Multiple Beacon Radio Sensing. 152-157 - Quentin Cabanes, Benaoumeur Senouci, Amar Ramdane-Cherif:
A Complete Multi-CPU/FPGA-based Design and Prototyping Methodology for Autonomous Vehicles: Multiple Object Detection and Recognition Case Study. 158-163 - Jae Hoon Park, Deok Won Yun, Joo Pyoung Choi, Won Cheol Lee:
A Novel Case-Based Reasoning Method for Cognitive Frequency Allocation. 164-168 - Axel Rodríguez, Carlos Argueta, Yi-Ling Chen:
Automatic Detection of Hate Speech on Facebook Using Sentiment and Emotion Analysis. 169-174 - Shigeaki Onoda, Koji Okuhara:
Selection of Core Words from Textual Patent Data with DEA based on Citation. 175-180 - Seohyun Lee, Hyuno Kim, Masatoshi Ishikawa, Hideo Higuchi:
3D Nanoscale Tracking Data Analysis for Intracellular Organelle Movement using Machine Learning Approach. 181-184 - Woon Cho, Daewon Chung, Gyungmin Hwang, Joonhyeon Jeon:
Design of Wavelet Digital Filter for Edge Detection of Medical MRI image. 185-188 - Yusuke Nozaki, Masaya Yoshikawa:
Side-Channel Resistance Evaluation Method using Statistical Tests for Physical Unclonable Function. 189-194 - Ho Kyung Yu, Jeong Gon Kim:
Smart navigation with AI Engine for Li-Fi based Medical Indoor Environment. 195-199 - Yuya Aoki, Takeo Fujii:
Spectrum Database Construction based on HMM and Spectrum Sharing in Multiple Primary Users Environment. 200-204 - Sangmi Moon, Soonho Kwon, Hyeonsung Kim, Byeonggyu Song, Intae Hwang:
Soft Decision-based Data Detection Scheme for NR Communications System. 205-209 - Gin-Der Wu, Hao-Shu Tsai:
Fuzzy-Neural-Network Based Audio-Visual Fusion for Speech Recognition. 210-214 - Ihsan Ullah, Philip Chikontwe, Sang Hyun Park:
Guidewire Tip Tracking using U-Net with Shape and Motion Constraints. 215-217 - Luc Cong Vu, Bum-Jae You:
Hand Pose Detection in HMD Environments by Sensor Fusion using Multi-layer Perceptron. 218-223 - Yu-Te Ku, Han-Yen Yu, Yi-Chi Chou:
A Classroom Atmosphere Management System for Analyzing Human Behaviors in Class Activities. 224-231 - Jigang Liu, Francis Bu-Sung Lee, Deepu Rajan:
Free-Head Appearance-Based Eye Gaze Estimation on Mobile Devices. 232-237 - Partha Pratim Banik, Rappy Saha, Ki-Doo Kim:
Fused Convolutional Neural Network for White Blood Cell Image Classification. 238-240 - Miao Yu, Weizhe Zhang, Qingxiang Zeng, Chao Wang, Jie Li:
Human-Object Contour for Action Recognition with Attentional Multi-modal Fusion Network. 241-246 - Tatyana Polevaya, Roman Ravodin, Andrey Filchenkov:
Skin Lesion Primary Morphology Classification With End-To-End Deep Learning Network. 247-250 - Wan-Jung Chang, Miriam Schmelzer, Florian Kopp, Chia-Hao Hsu, Jian-Ping Su, Liang-Bi Chen, Ming-Che Chen:
A Deep Learning Facial Expression Recognition based Scoring System for Restaurants. 251-254 - Shohei Fujii, Hitoshi Hayashi:
Comparison of Performance by Activation Functions on Deep Image Prior. 255-258 - Changhun Hyun, Hyeyoung Park:
Image Recommendation for Automatic Report Generation using Semantic Similarity. 259-262 - Dong Huh, Taekyung Kim, Jaeil Kim:
Patch-wise Weakly Supervised Learning for Object Localization in Video. 263-266 - Jihun Kim, Ziga Emersic, Dong Seog Han:
Vehicle Path Prediction based on Radar and Vision Sensor Fusion for Safe Lane Changing. 267-271 - Su-Bin Park, Hye-Youn Lim, Dae-Seong Kang:
A Research on Pedestrian Detection Using CNNbased GAP and Hippocampal Structure. 272-274 - Aslam Muhammad, Jae Myoung Lee, Sug Won Hong, Seung Jae Lee, Eui Hyang Lee:
Deep Learning Application in Power System with a Case Study on Solar Irradiation Forecasting. 275-279 - Abduladhim Ashtaiwi:
Intelligent Road Crashes Avoidance System. 280-286 - Yuki Watanabe, Reiji Suzumura, Shogo Matsuno, Minoru Ohyama:
Investigation of Context-aware System Using Activity Recognition. 287-291 - Nattawat Sodsong, Kun-Ming Yu, Wen Ouyang:
Short-Term Solar PV Forecasting Using Gated Recurrent Unit with a Cascade Model. 292-297 - Won-Chan Lee, DaeKyun Yoon:
A Study on Facial Expression and First Impression Through Machine Learning. 298-301 - Kahlil Muchtar, Faris Rahman, Muhammad Rizky Munggaran, Alvin Prayuda Juniarta Dwiyantoro, Richard Dharmadi, Indra Nugraha:
A unified smart surveillance system incorporating adaptive foreground extraction and deep learning-based classification. 302-305 - Hyeyoung Park, Kwanyong Lee:
Adaptive Natural Gradient Method for Learning Neural Networks with Large Data set in Mini-Batch Mode. 306-310 - Michiko Miyamoto:
IT-Business Alignments among Different Divisions of Japanese Corporations. 311-315 - Zhongyang Shen:
Outlier Geometric Angle Detection Algorithm. 316-321 - Seung Jae Pee, Eung Seon Kang, Jae Geun Song, Ju Wook Jang:
Blockchain based smart energy trading platform using smart contract. 322-325 - Dengjun Zhu, Haiwei Yuan, Jinlong Yan, Yanping Qing, Weijie Yang:
Data Fusion Analysis with Optimal Weight in Smart Grid. 326-331 - Dengjun Zhu, Jinlong Yan, Haiwei Yuan, Yongjun Ma, Xufeng Hu:
DCS-PCA based Data Transmission in Smart Grid. 332-336 - Mayuko Sato, Yoshikazu Fukuyama:
Swarm Reinforcement Learning for Operational Planning of Energy Plants for Small and Mid-Sized Building Energy Management Systems. 343-348 - Pilsub Lee, Myungwon Choi, Daegyeom Kim, Suji Lee, Hyun-Ghang Jeong, Cheol E. Han:
Deep learning based decomposition of brain networks. 349-354 - Makoto Kikuchi:
Estimation of Control Parameters in Neuromuscular Skeletal Systems Combined with CNNs and Parametric Identification. 355-359 - Jaehan Joo, Sinjin Jeong, Heetae Jin, Uhyeon Lee, Ji Young Yoon, Suk Chan Kim:
Periodontal Disease Detection Using Convolutional Neural Networks. 360-362 - Alberto Fornaser, Mariolino De Cecco, Teruhiro Mizumoto, Keiichi Yasumoto:
Reliability assessment on human activity recognition. 363-368 - Hang Liu, Xu Zhu, Takeo Fujii:
Cyclostationary based full-duplex spectrum sensing using adversarial training for convolutional neural networks. 369-374 - Hyungsik Shin, Ho Kyoung Lee, Ho-Young Cha, Seo Weon Heo, Hyungtak Kim:
IoT Security Issues and Light Weight Block Cipher. 381-384 - Alaelddin Fuad Yousif Mohammed, Muhammad Shakil, S. H. Shah Newaz, Fawaz AL-Hazemi, Jun Kyun Choi:
Influence of the Gratuitous Grants on the Upstream Grants in the Energy Efficient TDM-PONs. 385-388 - Tosin A. Adesuyi, Byeong Man Kim:
A layer-wise Perturbation based Privacy Preserving Deep Neural Networks. 389-394 - Jhe-Wei Lin, Yu-Che Gao, Rong-Guey Chang:
Chinese Story Generation with FastText Transformer Network. 395-398 - Hyun Kwon, Hyunsoo Yoon, Daeseon Choi:
Priority Adversarial Example in Evasion Attack on Multiple Deep Neural Networks. 399-404 - Sina Fathi Kazerooni, Yagiz Kaymak, Roberto Rojas-Cessa:
Tracking User Application Activity by using Machine Learning Techniques on Network Traffic. 405-410 - Seong-Hoon Kim, Gi-Tae Han:
1D CNN Based Human Respiration Pattern Recognition using Ultra Wideband Radar. 411-414 - Ju-ho Woo, Joo-Yeop Song, Young-June Choi:
Performance Enhancement of Deep Neural Network Using Feature Selection and Preprocessing for Intrusion Detection. 415-417 - Sang-Chul Kim, Tae Gi Kim, Sung Hyun Kim:
Human Activity Recognition and Prediction Based on Wi-Fi Channel State Information and Machine Learning. 418-422 - Hanjong You, Hyung-jik Kim, Dong-Kyun Joo, Seung Min Lee, Jeongung Kim, Sunwoong Choi:
Classification of Food Powders with Open Set using Portable VIS-NIR Spectrometer. 423-426 - Hyun-Woo Kim, Keonsoo Lee, Chanki Moon, Yunyoung Nam:
Comparative Analysis of Machine Learning Algorithms along with Classifiers for AF Detection using a Scale. 427-429 - Ju-won Pak, Min-koo Kim:
Convolutional Neural Network Approach for Aircraft Noise Detection. 430-434 - Joohyung Jeon, Dohyun Kim, Joongheon Kim:
Cyclic Parameter Sharing for Privacy-Preserving Distributed Deep Learning Platforms. 435-437 - Qian Liu, Yiling Xu, Zhu Li:
DecMac: A Deep Context Model for High Efficiency Arithmetic Coding. 438-443 - Juntae Kim, GeunYoung Lim, Youngi Kim, Bokyeong Kim, Changseok Bae:
Deep Learning Algorithm using Virtual Environment Data for Self-driving Car. 444-448 - Inkyu Choi, Hyok Song, Jisang Yoo:
Deep Learning Based Pedestrian Trajectory Prediction Considering Location Relationship between Pedestrians. 449-451 - Kyeong Seon Kim, Dohyun Kim, Joongheon Kim:
Hardness on Style Transfer Deep Learning for Rococo Painting Masterpieces. 452-454 - Tae-Hong Min, Do-Yun Kim, Young-June Choi:
Improving Learning time in Unsupervised Image-to-Image Translation. 455-458 - JongBae Kim:
Pedestrian Detection and Distance Estimation Using Thermal Camera in Night Time. 463-466 - Zih-Siang Lin, Hsien-Sen Hung, Hoang-Yang Lu:
A Two-Stage Spatial Spectrum Sensing Scheme Based on Angle of Arrival Estimation. 473-477 - Hang Liu, Xu Zhu, Takeo Fujii:
Adversarial training for low-complexity convolutional neural networks using in spectrum sensing. 478-483 - Jong Hyuk Lee, HyunMin Oh, Min Young Kim:
Deep learning based 3D defect detection system using photometric stereo illumination. 484-487 - Ade Irawan, Gunawan Witjaksono, Wahyu Kunto Wibowo:
Deep Learning for Polar Codes over Flat Fading Channels. 488-491 - Md. Shahjalal, Moh. Khalid Hasan, Mostafa Zaman Chowdhury, Yeong Min Jang:
Future Optical Camera Communication Based Applications and Opportunities for 5G and Beyond. 492-495 - Hyung Jun Kwon, Jung Hoon Lee, Wan Choi:
Machine Learning-Based Beamforming in Two-User MISO Interference Channels. 496-499 - Jung Min Moon, Chan Jun Chun, Jun Ho Kim, Hong Kook Kim, Tae Woo Kim:
Multi-Channel Audio Source Separation Using Azimuth-Frequency Analysis and Convolutional Neural Network. 500-503 - Hsin-Ying Liang, Hao-Yue Jiang:
The Modified Artificial Bee Colony-Based SLM Scheme for PAPR Reduction in OFDM Systems. 504-508 - Ghudae Sim, Hyungbin Yun, Junhee Seok:
The Properties of mode prediction using mean root error for regularization. 509-511 - Yanjun Hu, Jiayu Wu, Yi Wang:
SAOR-Based Precoding with Enhanced BER Performance for Massive MIMO Systems. 512-516 - Moh. Khalid Hasan, Md. Shahjalal, Mostafa Zaman Chowdhury, Nam Tuan Le, Yeong Min Jang:
Simultaneous Traffic Sign Recognition and Real-Time Communication using Dual Camera in ITS. 517-520 - Hoan Nguyen, Minh Duc Thieu, Huy Nguyen, Tung Lam Pham, Nam Tuan Le, Yeong Min Jang:
Solution for Sampling Time Deviation in Decoding RoI-Signaling Waveform Using S2-PSK. 521-525 - Huy Nguyen, Minh Duc Thieu, Tung Lam Pham, Hoan Nguyen, Yeong Min Jang:
The Impact of Camera Parameters on Optical Camera Communication. 526-529 - Tomohisa Wada, Takao Toma, Mursal Dawodi, Jawid Ahmad Baktash:
A Denoising Autoencoder based wireless channel transfer function estimator for OFDM communication system. 530-533 - Itaru Aso, Koji Okuhara:
A Bayes Classifier Considering Environmental Change for Multivariate Signal Data. 534-539 - Eduardo Colangelo, Silke Hartleif, Torsten Kroger, Thomas Bauernhansl:
A Service-Oriented Approach for the Cognitive Factory - A Position Paper. 540-542 - N. Y. Kim:
Adaptive Magnetic Resonance Wireless Power Transfer System with Optimum frequency and Power-Leve Tracking for maintaining highly efficient. 543-547 - Kyoung Son Jhang, Junsoo Cho:
CNN Training for Face Photo based Gender and Age Group Prediction with Camera. 548-551 - Pyung Soo Kim:
Comparison and Analysis of DNS and DOA for Internet of Things Naming System. 552-556 - Sang Hoon Lee, Kwang-Yul Kim, Jae Hyun Kim, Yoan Shin:
Effective Feature-Based Automatic Modulation Classification Method Using DNN Algorithm. 557-559 - Gwangsu Kim, Junyeong Kim, Sunghwan Kim:
Fire Detection Using Video Images and Temporal Variations. 564-567 - Syed Maaz Shahid, BaekDu Jo, Sunghoon Ko, Sungoh Kwon:
Neural Network-based Classification for Engine Load. 568-571 - Sung-Bong Jang:
Object Management Based on Metadata Registry for Intelligent Mobile Augmented Reality. 572-574 - Van-Phuc Bui, Phu X. Nguyen, Hieu Van Nguyen, Van-Dinh Nguyen, Oh-Soon Shin:
Optimal User Pairing for Achieving Rate Fairness in Downlink NOMA Networks. 575-578 - JiSeong Han, Gwangsu Kim, ChanSeo Lee, YeongKwang Han, Ung Hwang, Sunghwan Kim:
Predictive Models of Fire via Deep learning Exploiting Colorific Variation. 579-581 - Jong-jin Jung, Kyung Won Kim, Jongbin Park:
Framework of Big data Analysis about IoT-Home-device for supporting a decision making an effective strategy about new product design. 582-584
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