Beom Kwon (0000-0002-8345-2189)

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Beom Kwon received the B.S. degree in Electrical and Electronic Engineering from Soongsil University, Seoul, Republic of Korea, in 2012, and the M.S. and Ph.D. degrees in Electrical and Electronic Engineering from Yonsei University, Seoul, in 2018. From March 2018 to September 2019, he was a Senior Researcher at the Agency for Defense Development (ADD), Daejeon, Republic of Korea. From October 2019 to August 2021, he was a Staff Engineer at Samsung Electronics Company, Ltd., Suwon City, Gyeonggi Province, Republic of Korea. From September 2021 to August 2023, he was an assistant professor in the Department of Artificial Intelligence at Dongyang Mirae University, Seoul. Since September 2023, he has been an assistant professor in the Division of Interdisciplinary Studies in Cultural Intelligence (Data Science) at Dongduk Women's University, Seoul. His research interests include artificial intelligence and its applications.

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Dongduk Women's University: Seoul, KR

2023-09-01 to present | Assistant Professor (Division of Interdisciplinary Studies in Cultural Intelligence (Data Science))

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Beom Kwon

https://orcid.org/0000-0002-8345-2189

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Employment (4)

Dongduk Women's University: Seoul, KR

Dongyang Mirae University: Seoul, KR

Samsung Electronics: Suwon, Gyeonggi-do, KR

Agency for Defense Development: Daejeon, KR

Education and qualifications (2)

Yonsei University: Seodaemun-gu, Seoul, KR

Soongsil University: Dongjak-gu, Seoul, KR

Works (44)

Facial Emotion Recognition Using Geometric and HOG Features

Data Augmentation Using Convolutional Autoencoder for Facial Emotion Recognition

Improving BMI Classification Accuracy with Oversampling and 3-D Gait Analysis on Imbalanced Class Data

Facial Animation Strategies for Improved Emotional Expression in Virtual Reality

Gait-Based Gender Classification Using a Correlation-Based Feature Selection Technique

Path Loss Prediction Using an Ensemble Learning Approach

Accurate Path Loss Prediction Using a Neural Network Ensemble Method

MNET++: Music-Driven Pluralistic Dancing Toward Multiple Dance Genre Synthesis

RIS-Assisted Cooperative Time-Division Multiple Access

Multi-Time Window Feature Extraction Technique for Anger Detection in Gait Data

Toward an Online Continual Learning Architecture for Intrusion Detection of Video Surveillance

Optimal Camera Point Selection Toward the Most Preferable View of 3-D Human Pose

Joint Swing Energy for Skeleton-Based Gender Classification

Accurate Blind Lempel-Ziv-77 Parameter Estimation via 1-D to 2-D Data Conversion Over Convolutional Neural Network

Partial Gated Feedback Recurrent Neural Network for Data Compression Type Classification

Ensemble Learning for Skeleton-Based Body Mass Index Classification

Human Skeleton Data Augmentation for Person Identification over Deep Neural Network

EDA-78: A Novel Error Detection Algorithm for Lempel-Ziv-78 Compressed Data

Dictionary based Compression Type Classification using a CNN Architecture

Error detection algorithm for Lempel-Ziv-77 compressed data

A Method for Webtoon Image Fingerprint Generation Utilizing Frequency Domain Features

Cross-antenna interference cancellation and channel estimation for MISO-FBMC/QAM-based eMBMS

Identification and Restoration of LZ77 Compressed Data Using a Machine Learning Approach

Effective Interference Nulling Virtual MIMO Broadcasting Transceiver for Multiple Relaying

Implementation of a Virtual Training Simulator Based on 360° Multi-View Human Action Recognition

Novel Error Detection Algorithm for LZSS Compressed Data

Scattered Reference Symbol-Based Channel Estimation and Equalization for FBMC-QAM Systems

Optimal Flow Rate Control for SDN-Based Naval Systems

Mutual Interference Analysis of FBMC based Return Channel for Bidirectional T-DMB System

An enhanced multi-view human action recognition system for virtual training simulator

Iterative Interference Cancellation and Channel Estimation in Evolved Multimedia Broadcast Multicast System Using Filter-Bank Multicarrier-Quadrature Amplitude Modulation

A Novel Error Detection Algorithm Based on the Structural Pattern of LZ78-Compression Data

Framework Implementation of Image-Based Indoor Localization System Using Parallel Distributed Computing

Prototype filter design for QAM-based filter bank multicarrier system

Theoretical-Analysis-Based Distributed Load Balancing Over Dynamic Overlay Clustering

Optimal Beam Steering for Maximal Visual Quality Over a Multimedia Broadcasting System

Implementation of Human Action Recognition System Using Multiple Kinect Sensors

Virtual MIMO broadcasting transceiver design for multi-hop relay networks

A downlink power control algorithm for long-term energy efficiency of small cell network

A Target Position Decision Algorithm Based on Analysis of Path Departure for an Autonomous Path Keeping System

BUCKET: Scheduling of Solar-Powered Sensor Networks via Cross-Layer Optimization

Combinatorial JPT based on orthogonal beamforming for two-cell cooperation

Optimal phase control for joint transmission and reception with beamforming

Joint Energy Management System of Electric Supply and Demand in Houses and Buildings