Table of Contents

• Interference Mitigation for Multicast D2D Communications Underlay Cellular NetworksNingombam Devarani Devi, Chung Ghiu Lee, Seokjoo Shin. 1-4 [doi]
• A Machine-Learning-Based Channel Assignment Algorithm for IoTJing Ma, Tomoya Nagatsuma, Song-Ju Kim, Mikio Hasegawa. 1-6 [doi]
• A Survey of Blockchain and Its ApplicationsQalab E. Abbas, Sung-Bong Jang. 1-3 [doi]
• Feature Image-Based Automatic Modulation Classification Method Using CNN AlgorithmJung-Ho Lee, Kwang-Yul Kim, Yoan Shin. 1-4 [doi]
• Evolutionary Ensemble LSTM based Household Peak Demand PredictionSongpu Ai, Antorweep Chakravorty, Chunming Rong. 1-6 [doi]
• Parallel Hybrid Particle Swarm Optimization for Integration Framework of Optimal Operational Planning Problem of an Energy Plant and Production Scheduling ProblemShuhei Kawaguchi, Yoshikazu Fukuyama. 1-6 [doi]
• Opportunities of Optical Spectrum for Future Wireless CommunicationsMostafa Zaman Chowdhury, Moh. Khalid Hasan, Md. Shahjalal, Eun Bi Shin, Yeong Min Jang. 4-7 [doi]
• Informational Linguistics: Computer, Internet, Artificial Intelligence and LanguageBarkovich A. 8-13 [doi]
• Reproducing Musicality: Detecting Musical Objects and Emulating Musicality Through Partial EvolutionAran V. Samson, Andrei D. Coronel. 14-18 [doi]
• Stock Prices Prediction using the Title of Newspaper Articles with Korean Natural Language ProcessingHyungbin Yun, Ghudae Sim, Junhee Seok. 19-21 [doi]
• Achievable Throughput of Multiband Wireless LAN using Simultaneous Transmission over Multiple Primary Channels Assisted by Idle Length Prediction Based on PNNKazuto Yano, Naoto Egashira, Julian Webber, Makoto Usui, Yoshinori Suzuki. 22-27 [doi]
• Automatic Multi-Thread Code Generation for Monitoring Signature-based Control FlowKiho Choi, Hyeongrae Kim, Daejin Park, Jeonghun Cho. 28-33 [doi]
• Deep Q-Network Based Rotary Inverted Pendulum System and Its Monitoring on the EdgeX PlatformJu-Bong Kim, Do-Hyung Kwon, Yong-Geun Hong, Hyun-kyo Lim, Min Suk Kim, Youn-Hee Han. 34-39 [doi]
• Improved MalGAN: Avoiding Malware Detector by Leaning Cleanware FeaturesMasataka Kawai, Kaoru Ota, Mianxing Dong. 40-45 [doi]
• Packet-based Network Traffic Classification Using Deep LearningHyun-kyo Lim, Ju-Bong Kim, Joo-Seong Heo, Kwihoon Kim, Yong-Geun Hong, Youn-Hee Han. 46-51 [doi]
• A Résumé Evaluation System Based on Text MiningYi-Chi Chou, Chun-Yen Chao, Han-Yen Yu. 52-57 [doi]
• Efficient Communication Overhead Reduction using Polygonal Approximation-based ECG Signal CompressionSeungmin Lee, Yoosoo Jeong, Junho Kwak, Daejin Park, Kil-Houm Park. 58-61 [doi]
• Harmful Wildlife Detection System Utilizing Deep Learning for Radio Wave Sensing on Multiple Frequency BandsRyota Ogami, Hiroshi Yamamoto, Takuya Kato, Eiji Utsunomiya. 62-67 [doi]
• Towards a Cybersecurity Investment Assessment method using Primitive Cognitive Network ProcessKevin Kam Fung Yuen. 68-71 [doi]
• A Combined PDR and Wi-Fi Trilateration Algorithm for Indoor LocalizationAlwin Poulose, Odongo Steven Eyobu, Dong-Seog Han. 72-77 [doi]
• A Development Architecture for the Intelligent Animal Care and Management System Based on the Internet of Things and Artificial IntelligenceYu-Huei Cheng. 78-81 [doi]
• Compacting Deep Neural Networks for Light Weight IoT & SCADA Based Applications with Node PruningAkm Ashiquzzaman, Linh Van Ma, Sangwoo Kim, DongSu Lee, Tai-Won Um, Jinsul Kim. 82-85 [doi]
• Vehicle/Pedestrian Localization System Using Multiple Radio Beacons and Machine Learning for Smart ParkingTakuro Ebuchi, Hiroshi Yamamoto. 86-91 [doi]
• A New Unsupervised Short-Utterance based Speaker Identification Approach with Parametric t-SNE Dimensionality ReductionOmar Elnaggar, Roselina Arelhi. 92-101 [doi]
• Artificial Intelligence in Future Evolution of Mobile CommunicationErik Dahlman, Stefan Parkvall, Janne Peisa, Hugo M. Tullberg, Hideshi Murai, Masanobu Fujioka. 102-106 [doi]
• Challenges and Limitations in Automating the Design of MAC Protocols Using Machine-LearningHannaneh Barahouei Pasandi, Tamer Nadeem. 107-112 [doi]
• Compressive Wideband Frequency Spectrum Sensing Based on MUSICWisudawan Hasbi N. P., Dyonisius Dony Ariananda, Risanuri Hidayat. 113-119 [doi]
• Analysis of Vocal Disorders using Cobweb ClusteringKeonsoo Lee, Hyun Woo Kim, Chanki Moon, Yunyoung Nam. 120-123 [doi]
• Comparative study of supervised learning algorithms for student performance predictionMehdi Mohammadi, Mursal Dawodi, Tomohisa Wada, Nadira Ahmadi. 124-127 [doi]
• Evaluation of Machine-Made Scores for Music Games Generated by a Deep Neural NetworkAtsuhito Udo, Naofumi Aoki, Yoshinori Dobashi, Tsuyoshi Yamamoto. 128-131 [doi]
• Statistics Shared CAF Diversity Combining Based Sensing Using Weight Computation TechniqueShusuke Narieda, Daiki Cho, Kenta Umebayashi, Hiroshi Naruse. 132-137 [doi]
• Dynamic Bandwidth Allocation Scheme for Wireless Networks with Energy Harvesting Using Actor-Critic Deep Reinforcement LearningQuang Do Vinh, Insoo Koo. 138-142 [doi]
• People Crowd Density Estimation System using Deep Learning for Radio Wave Sensing of Cellular CommunicationKyosuke Shibata, Hiroshi Yamamoto. 143-148 [doi]
• Simulation on Delay of Several Random Access SchemesHoesang Choi, Hichan Moon. 149-151 [doi]
• Victim Detection System Using Autonomous UAV Flight and Data Analysis based on Multiple Beacon Radio SensingSeiji Andong, Hiroshi Yamamoto. 152-157 [doi]
• A Complete Multi-CPU/FPGA-based Design and Prototyping Methodology for Autonomous Vehicles: Multiple Object Detection and Recognition Case StudyQuentin Cabanes, Benaoumeur Senouci, Amar Ramdane-Cherif. 158-163 [doi]
• A Novel Case-Based Reasoning Method for Cognitive Frequency AllocationJae Hoon Park, Deok-won Yun, Joo-Pyoung Choi, Won-Cheol Lee. 164-168 [doi]
• Automatic Detection of Hate Speech on Facebook Using Sentiment and Emotion AnalysisAxel Rodriguez, Carlos Argueta, Yi-ling Chen. 169-174 [doi]
• Selection of Core Words from Textual Patent Data with DEA based on CitationShigeaki Onoda, Koji Okuhara. 175-180 [doi]
• 3D Nanoscale Tracking Data Analysis for Intracellular Organelle Movement using Machine Learning ApproachSeohyun Lee, Hyuno Kim, Masatoshi Ishikawa, Hideo Higuchi. 181-184 [doi]
• Design of Wavelet Digital Filter for Edge Detection of Medical MRI imageWoon Cho, Daewon Chung, Gyungmin Hwang, Joonhyeon Jeon. 185-188 [doi]
• Side-Channel Resistance Evaluation Method using Statistical Tests for Physical Unclonable FunctionYusuke Nozaki, Masaya Yoshikawa. 189-194 [doi]
• Smart navigation with AI Engine for Li-Fi based Medical Indoor EnvironmentHo Kyung Yu, Jeong Gon Kim. 195-199 [doi]
• Spectrum Database Construction based on HMM and Spectrum Sharing in Multiple Primary Users EnvironmentYuya Aoki, Takeo Fujii. 200-204 [doi]
• Soft Decision-based Data Detection Scheme for NR Communications SystemSangmi Moon, Soonho Kwon, Hyeonsung Kim, Byeonggyu Song, Intae Hwang. 205-209 [doi]
• Fuzzy-Neural-Network Based Audio-Visual Fusion for Speech RecognitionGin-Der Wu, Hao-Shu Tsai. 210-214 [doi]
• Guidewire Tip Tracking using U-Net with Shape and Motion ConstraintsIhsan Ullah, Philip Chikontwe, Sang-Hyun Park. 215-217 [doi]
• Hand Pose Detection in HMD Environments by Sensor Fusion using Multi-layer PerceptronLuc Cong Vu, Bum-Jae You. 218-223 [doi]
• A Classroom Atmosphere Management System for Analyzing Human Behaviors in Class ActivitiesYu-Te Ku, Han-Yen Yu, Yi-Chi Chou. 224-231 [doi]
• Free-Head Appearance-Based Eye Gaze Estimation on Mobile DevicesJigang Liu, Francis Bu-Sung Lee, Deepu Rajan. 232-237 [doi]
• Fused Convolutional Neural Network for White Blood Cell Image ClassificationPartha Pratim Banik, Rappy Saha, Ki-Doo Kim. 238-240 [doi]
• Human-Object Contour for Action Recognition with Attentional Multi-modal Fusion NetworkMiao Yu, Weizhe Zhang, Qingxiang Zeng, Chao Wang, Jie Li. 241-246 [doi]
• Skin Lesion Primary Morphology Classification With End-To-End Deep Learning NetworkTatyana Polevaya, Roman Ravodin, Andrey Filchenkov. 247-250 [doi]
• A Deep Learning Facial Expression Recognition based Scoring System for RestaurantsWan-Jung Chang, Miriam Schmelzer, Florian Kopp, Chia-Hao Hsu, Jian-Ping Su, Liang-Bi Chen, Ming-Che Chen. 251-254 [doi]
• Comparison of Performance by Activation Functions on Deep Image PriorShohei Fujii, Hitoshi Hayashi. 255-258 [doi]
• Image Recommendation for Automatic Report Generation using Semantic SimilarityChanghun Hyun, Hyeyoung Park. 259-262 [doi]
• Patch-wise Weakly Supervised Learning for Object Localization in VideoDong Huh, Taekyung Kim, Jaeil Kim. 263-266 [doi]
• Vehicle Path Prediction based on Radar and Vision Sensor Fusion for Safe Lane ChangingJihun Kim, Ziga Emersic, Dong-Seog Han. 267-271 [doi]
• A Research on Pedestrian Detection Using CNNbased GAP and Hippocampal StructureSu-Bin Park, Hye-Youn Lim, Dae-Seong Kang. 272-274 [doi]
• Deep Learning Application in Power System with a Case Study on Solar Irradiation ForecastingAslam Muhammad, Jae Myoung Lee, Sug Won Hong, Seung Jae Lee, Eui Hyang Lee. 275-279 [doi]
• Intelligent Road Crashes Avoidance SystemAbduladhim Ashtaiwi. 280-286 [doi]
• Investigation of Context-aware System Using Activity RecognitionYuki Watanabe, Reiji Suzumura, Shogo Matsuno, Minoru Ohyama. 287-291 [doi]
• Short-Term Solar PV Forecasting Using Gated Recurrent Unit with a Cascade ModelNattawat Sodsong, Kun-Ming Yu, Wen Ouyang. 292-297 [doi]
• A Study on Facial Expression and First Impression Through Machine LearningWon-Chan Lee, DaeKyun Yoon. 298-301 [doi]
• A unified smart surveillance system incorporating adaptive foreground extraction and deep learning-based classificationKahlil Muchtar, Faris Rahman, Muhammad Rizky Munggaran, Alvin Prayuda Juniarta Dwiyantoro, Richard Dharmadi, Indra Nugraha. 302-305 [doi]
• Adaptive Natural Gradient Method for Learning Neural Networks with Large Data set in Mini-Batch ModeHyeyoung Park, Kwanyong Lee. 306-310 [doi]
• IT-Business Alignments among Different Divisions of Japanese CorporationsMichiko Miyamoto. 311-315 [doi]
• Outlier Geometric Angle Detection AlgorithmZhongyang Shen. 316-321 [doi]
• Blockchain based smart energy trading platform using smart contractSeung Jae Pee, Eung Seon Kang, Jae Geun Song, Ju-wook Jang. 322-325 [doi]
• Data Fusion Analysis with Optimal Weight in Smart GridDengjun Zhu, Haiwei Yuan, Jinlong Yan, Yanping Qing, Weijie Yang. 326-331 [doi]
• DCS-PCA based Data Transmission in Smart GridDengjun Zhu, Jinlong Yan, Haiwei Yuan, Yongjun Ma, Xufeng Hu. 332-336 [doi]
• Swarm Reinforcement Learning for Operational Planning of Energy Plants for Small and Mid-Sized Building Energy Management SystemsMayuko Sato, Yoshikazu Fukuyama. 343-348 [doi]
• Deep learning based decomposition of brain networksPilsub Lee, Myungwon Choi, Daegyeom Kim, Suji Lee, Hyun-Ghang Jeong, Cheol E. Han. 349-354 [doi]
• Estimation of Control Parameters in Neuromuscular Skeletal Systems Combined with CNNs and Parametric IdentificationMakoto Kikuchi. 355-359 [doi]
• Periodontal Disease Detection Using Convolutional Neural NetworksJaehan Joo, Sinjin Jeong, Heetae Jin, Uhyeon Lee, Ji Young Yoon, Suk Chan Kim. 360-362 [doi]
• Reliability assessment on human activity recognitionAlberto Fornaser, Mariolino De Cecco, Teruhiro Mizumoto, Keiichi Yasumoto. 363-368 [doi]
• Cyclostationary based full-duplex spectrum sensing using adversarial training for convolutional neural networksHang Liu, Xu Zhu, Takeo Fujii. 369-374 [doi]
• IoT Security Issues and Light Weight Block CipherHyungsik Shin, Ho-Kyoung Lee, Ho-Young Cha, Seo Weon Heo, Hyungtak Kim. 381-384 [doi]
• Influence of the Gratuitous Grants on the Upstream Grants in the Energy Efficient TDM-PONsAlaelddin Fuad Yousif Mohammed, Muhammad Shakil, S. H. Shah Newaz, Fawaz Al Hazemi, Jun Kyun Choi. 385-388 [doi]
• A layer-wise Perturbation based Privacy Preserving Deep Neural NetworksTosin A. Adesuyi, Byeong Man Kim. 389-394 [doi]
• Chinese Story Generation with FastText Transformer NetworkJhe-Wei Lin, Yu-Che Gao, Rong-Guey Chang. 395-398 [doi]
• Priority Adversarial Example in Evasion Attack on Multiple Deep Neural NetworksHyun Kwon, Hyunsoo Yoon, Daeseon Choi. 399-404 [doi]
• Tracking User Application Activity by using Machine Learning Techniques on Network TrafficSina Fathi Kazerooni, Yagiz Kaymak, Roberto Rojas-Cessa. 405-410 [doi]
• 1D CNN Based Human Respiration Pattern Recognition using Ultra Wideband RadarSeong-Hoon Kim, Gi-Tae Han. 411-414 [doi]
• Performance Enhancement of Deep Neural Network Using Feature Selection and Preprocessing for Intrusion DetectionJu-ho Woo, Joo-Yeop Song, Young-June Choi. 415-417 [doi]
• Human Activity Recognition and Prediction Based on Wi-Fi Channel State Information and Machine LearningSang-Chul Kim, Tae Gi Kim, Sung Hyun Kim. 418-422 [doi]
• Classification of Food Powders with Open Set using Portable VIS-NIR SpectrometerHanjong You, Hyung-jik Kim, Dong-Kyun Joo, Seung Min Lee, Jeongung Kim, Sunwoong Choi. 423-426 [doi]
• Comparative Analysis of Machine Learning Algorithms along with Classifiers for AF Detection using a ScaleHyun Woo Kim, Keonsoo Lee, Chanki Moon, Yunyoung Nam. 427-429 [doi]
• Convolutional Neural Network Approach for Aircraft Noise DetectionJu-won Pak, Min-Koo Kim. 430-434 [doi]
• Cyclic Parameter Sharing for Privacy-Preserving Distributed Deep Learning PlatformsJoohyung Jeony, Dohyun Kim, Joongheon Kim. 435-437 [doi]
• DecMac: A Deep Context Model for High Efficiency Arithmetic CodingQian Liu, Yiling Xu, Zhu Li 0001. 438-443 [doi]
• Deep Learning Algorithm using Virtual Environment Data for Self-driving CarJuntae Kim, GeunYoung Lim, Youngi Kim, Bokyeong Kim, Changseok Bae. 444-448 [doi]
• Deep Learning Based Pedestrian Trajectory Prediction Considering Location Relationship between PedestriansInkyu Choi, Hyok Song, Jisang Yoo. 449-451 [doi]
• Hardness on Style Transfer Deep Learning for Rococo Painting MasterpiecesKyeong Seon Kim, Dohyun Kim, Joongheon Kim. 452-454 [doi]
• Improving Learning time in Unsupervised Image-to-Image TranslationTae-Hong Min, Do-Yun Kim, Young-June Choi. 455-458 [doi]
• Pedestrian Detection and Distance Estimation Using Thermal Camera in Night TimeJongbae Kim. 463-466 [doi]
• A Two-Stage Spatial Spectrum Sensing Scheme Based on Angle of Arrival EstimationZih-Siang Lin, Hsien-Sen Hung, Hoang-Yang Lu. 473-477 [doi]
• Adversarial training for low-complexity convolutional neural networks using in spectrum sensingHang Liu, Xu Zhu, Takeo Fujii. 478-483 [doi]
• Deep learning based 3D defect detection system using photometric stereo illuminationJong Hyuk Lee, HyunMin Oh, Min-Young Kim. 484-487 [doi]
• Deep Learning for Polar Codes over Flat Fading ChannelsAde Irawan, Gunawan Witjaksono, Wahyu Kunto Wibowo. 488-491 [doi]
• Future Optical Camera Communication Based Applications and Opportunities for 5G and BeyondMd. Shahjalal, Moh. Khalid Hasan, Mostafa Zaman Chowdhury, Yeong Min Jang. 492-495 [doi]
• Machine Learning-Based Beamforming in Two-User MISO Interference ChannelsHyung Jun Kwon, Jung Hoon Lee, Wan Choi. 496-499 [doi]
• Multi-Channel Audio Source Separation Using Azimuth-Frequency Analysis and Convolutional Neural NetworkJung-Min Moon, Chan Jun Chun, Jun-Ho Kim, Hong Kook Kim, Tae-Woo Kim. 500-503 [doi]
• The Modified Artificial Bee Colony-Based SLM Scheme for PAPR Reduction in OFDM SystemsHsin-Ying Liang, Hao-Yue Jiang. 504-508 [doi]
• The Properties of mode prediction using mean root error for regularizationGhudae Sim, Hyungbin Yun, Junhee Seok. 509-511 [doi]
• SAOR-Based Precoding with Enhanced BER Performance for Massive MIMO SystemsYanjun Hu, Jiayu Wu, Yi Wang. 512-516 [doi]
• Simultaneous Traffic Sign Recognition and Real-Time Communication using Dual Camera in ITSMoh. Khalid Hasan, Md. Shahjalal, Mostafa Zaman Chowdhury, Nam Tuan Le, Yeong Min Jang. 517-520 [doi]
• Solution for Sampling Time Deviation in Decoding RoI-Signaling Waveform Using S2-PSKHoan Nguyen, Minh Duc Thieu, Huy Nguyen, Tung Lam Pham, Nam Tuan Le, Yeong Min Jang. 521-525 [doi]
• The Impact of Camera Parameters on Optical Camera CommunicationHuy Nguyen, Minh Duc Thieu, Tung Lam Pham, Hoan Nguyen, Yeong Min Jang. 526-529 [doi]
• A Denoising Autoencoder based wireless channel transfer function estimator for OFDM communication systemTomohisa Wada, Takao Toma, Mursal Dawodi, Jawid Baktash. 530-533 [doi]
• A Bayes Classifier Considering Environmental Change for Multivariate Signal DataItaru Aso, Koji Okuhara. 534-539 [doi]
• A Service-Oriented Approach for the Cognitive Factory - A Position PaperEduardo Colangelo, Silke Hartleif, Torsten Kroger, Thomas Bauernhansl. 540-542 [doi]
• Adaptive Magnetic Resonance Wireless Power Transfer System with Optimum frequency and Power-Leve Tracking for maintaining highly efficientN. Y. Kim. 543-547 [doi]
• CNN Training for Face Photo based Gender and Age Group Prediction with CameraKyoungSon Jhang, Junsoo Cho. 548-551 [doi]
• Comparison and Analysis of DNS and DOA for Internet of Things Naming SystemPyung Soo Kim. 552-556 [doi]
• Effective Feature-Based Automatic Modulation Classification Method Using DNN AlgorithmSang-Hoon Lee, Kwang-Yul Kim, Jae-Hyun Kim, Yoan Shin. 557-559 [doi]
• Fire Detection Using Video Images and Temporal VariationsGwangSu Kim, Junyeong Kim, Sunghwan Kim. 564-567 [doi]
• Neural Network-based Classification for Engine LoadSyed Maaz Shahid, BaekDu Jo, Sunghoon Ko, Sungoh Kwon. 568-571 [doi]
• Object Management Based on Metadata Registry for Intelligent Mobile Augmented RealitySung-Bong Jang. 572-574 [doi]
• Optimal User Pairing for Achieving Rate Fairness in Downlink NOMA NetworksVan-Phuc Bui, Phu X. Nguyen, Hieu V. Nguyen, Van-Dinh Nguyen, Oh-Soon Shin. 575-578 [doi]
• Predictive Models of Fire via Deep learning Exploiting Colorific VariationJiSeong Han, GwangSu Kim, ChanSeo Lee, YeongKwang Han, Ung Hwang, Sunghwan Kim. 579-581 [doi]
• Framework of Big data Analysis about IoT-Home-device for supporting a decision making an effective strategy about new product designJong-Jin Jung, Kyung Won Kim, Jongbin Park. 582-584 [doi]