Minseok Kim

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2024
Spatio-Temporal Deep Learning-Based Forecasting of Surface Solar Irradiance: Leveraging Satellite Data and Feature Selection.
Remote. Sens., March, 2024

Korean Bio-Medical Corpus (KBMC) for Medical Named Entity Recognition.
CoRR, 2024

CARBD-Ko: A Contextually Annotated Review Benchmark Dataset for Aspect-Level Sentiment Classification in Korean.
CoRR, 2024

NR-Surface: NextG-ready µW-reconfigurable mmWave Metasurface.
Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

Unsupervised Multi-Head Attention Autoencoder for Multivariate Time-Series Anomaly Detection.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2024

Toward Robustness in Multi-Label Classification: A Data Augmentation Strategy against Imbalance and Noise.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
FusionFlow: Accelerating Data Preparation for Machine Learning with Hybrid CPU-GPU Processing.
Proc. VLDB Endow., December, 2023

Learning From Noisy Labels With Deep Neural Networks: A Survey.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

DaG LLM ver 1.0: Pioneering Instruction-Tuned Language Modeling for Korean NLP.
CoRR, 2023

Sound Demixing Challenge 2023 Music Demixing Track Technical Report: TFC-TDF-UNet v3.
CoRR, 2023

Deep Learning Based Decentralized Beamforming Methods for Multi-Antenna Interference Channels.
IEEE Access, 2023

Pose-Guided 3D Human Generation in Indoor Scene.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Machine Learning-Based Heavy Metal Ion Detection Using Surface-Enhanced Raman Spectroscopy.
Sensors, 2022

A Simple Deposition Model for Debris Flow Simulation Considering the Erosion-Entrainment-Deposition Process.
Remote. Sens., 2022

Numerical dispersion free in longitudinal axis for particle-in-cell simulation.
J. Comput. Phys., 2022

Tool Diagnosis Method of CNC Machine based on Color Space Conversion and Deep Learning.
Proceedings of the Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems, 2022

Analysis of the Influence of Meteorological Factor on Solar Irradiation Using DNN based Solar Irradiation Prediction.
Proceedings of the 2022 International Conference on Fuzzy Theory and Its Applications, 2022

Deep Reinforcement Learning Approach for Fairness-aware Scheduling in Wireless Networks.
Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022

Debiasing Neighbor Aggregation for Graph Neural Network in Recommender Systems.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Meta-Learning for Online Update of Recommender Systems.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

COVID-EENet: Predicting Fine-Grained Impact of COVID-19 on Local Economies.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Deep Learning Based Resource Assignment for Wireless Networks.
IEEE Commun. Lett., 2021

Functionality-Driven Musculature Retargeting.
Comput. Graph. Forum, 2021

Task-Agnostic Undesirable Feature Deactivation Using Out-of-Distribution Data.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Robust Learning by Self-Transition for Handling Noisy Labels.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

What Happens to My Instagram Account After I Die? Re-imagining Social Media as a Commemorative Space for Remembrance and Recovery.
Proceedings of the Human-Computer Interaction - INTERACT 2021 - 18th IFIP TC 13 International Conference, Bari, Italy, August 30, 2021

Fault Detection Method Using Inverse Distance Weight-based Local Outlier Factor.
Proceedings of the 2021 International Conference on Fuzzy Theory and Its Applications, 2021

Fault Detection Method based on Auto-associative Kernel Regression and Interval Type-2 Fuzzy Logic System for Multivariate Process.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

PREMERE: Meta-Reweighting via Self-Ensembling for Point-of-Interest Recommendation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Ada-boundary: accelerating DNN training via adaptive boundary batch selection.
Mach. Learn., 2020

Two-Phase Learning for Overcoming Noisy Labels.
CoRR, 2020

Functionality-Driven Musculature Retargeting.
CoRR, 2020

Learning from Noisy Labels with Deep Neural Networks: A Survey.
CoRR, 2020

TRAP: Two-level Regularized Autoencoder-based Embedding for Power-law Distributed Data.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Full-Duplex Spoofing Relays for Wireless Surveillance With Inter-Relay Interference Suppression.
Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

Variable Importance Measures based on Ensemble Learning Methods for Convective Storm Tracking.
Proceedings of the Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems, 2020

Hi-COVIDNet: Deep Learning Approach to Predict Inbound COVID-19 Patients and Case Study in South Korea.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020


Carpe Diem, Seize the Samples Uncertain "at the Moment" for Adaptive Batch Selection.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019
Prestopping: How Does Early Stopping Help Generalization against Label Noise?
CoRR, 2019

A new CoAP congestion control scheme using message loss feedback for IoUT.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

Case Dependent Feature Selection using Mean Decrease Accuracy for Convective Storm Identification.
Proceedings of the International Conference on Fuzzy Theory and Its Applications, 2019

SELFIE: Refurbishing Unclean Samples for Robust Deep Learning.
Proceedings of the 36th International Conference on Machine Learning, 2019

Proposal of Flat-coaxial Cable Structure and its Design Methodology based on FPCB process for 5G application.
Proceedings of the IEEE International Conference on Consumer Electronics, 2019

2018
Real-time Driver Identification using Vehicular Big Data and Deep Learning.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Customization of IBM Intu's Voice by Connecting Text-to-Speech Services and a Voice Conversion Network.
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018

2017
Training IBM Watson Using Automatically Generated Question-Answer Pairs.
Proceedings of the 50th Hawaii International Conference on System Sciences, 2017

2016
Efficient Cache Placement Strategy in Two-Tier Wireless Content Delivery Network.
IEEE Trans. Multim., 2016

Development of time-variant landslide-prediction software considering three-dimensional subsurface unsaturated flow.
Environ. Model. Softw., 2016

Capacity analysis of CSMA/CA based wireless networks under coexisting heterogeneous devices.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2016

Service Modeling for Situation-Aware Communication Method Decision.
Proceedings of the Design, User Experience, and Usability: Technological Contexts, 2016

2015
Inter-Device Communication with Interactive Sharing Service.
Proceedings of the 17th International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct, 2015

User Situation-Aware Mobile Communication Method.
Proceedings of the HCI International 2015 - Posters' Extended Abstracts, 2015

2014
Distributed Power Control for Enhanced Spatial Reuse in CSMA/CA Based Wireless Networks.
IEEE Trans. Wirel. Commun., 2014

Pareto Optimized EDCA Parameter Control for Wireless Local Area Networks.
KSII Trans. Internet Inf. Syst., 2014

2013
Broadcast Scheduling for Wireless Mesh Networks Based on Transmission Demand.
IEEE Trans. Wirel. Commun., 2013

Efficient cache placement strategy for wireless content delivery networks.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2013

Autonomous transmission power control for CSMA/CA-based wireless networks.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2013

2012
An implementation of downlink asynchronous HARQ for LTE TDD system.
Proceedings of the 2012 IEEE Radio and Wireless Symposium, 2012

Performance analysis of CSMA multi-hop wireless networks in nonsaturated conditions.
Proceedings of the 18th Asia-Pacific Conference on Communications, 2012

2011
Time Coordinated V2I Communications and Handover for WAVE Networks.
IEEE J. Sel. Areas Commun., 2011

A Geographic Information System-Based Real-Time Decision Support Framework for Routing Vehicles Carrying Hazardous Materials.
J. Intell. Transp. Syst., 2011

2009
Efficient Heterodyne Digital Receiver with Direct RF-to-Digital Conversion for Software Defined Radio.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2009

2008
Resource and Performance Evaluations of Fixed Point QRD-RLS Systolic Array through FPGA Implementation.
IEICE Trans. Commun., 2008

Adaptive Impedance Matching System Using FPGA Processor for Efficient Control Algorithm.
IEICE Trans. Electron., 2008

Evaluation of Digital-to-RF Upconversion Transmitter Using Harmonic Images of DAC Output.
IEICE Trans. Commun., 2008

2006
Implementation of Systolic RLS Adaptive Array Using FPGA and Its Performance Evaluation.
Proceedings of the 64th IEEE Vehicular Technology Conference, 2006

2005
Experimental Study of Jitter Effect on Digital Downconversion Receiver with Undersampling Scheme.
IEICE Trans. Inf. Syst., 2005

2002
Design of Jacobi EVD processor based on CORDIC for DOA estimation with MUSIC algorithm.
Proceedings of the 13th IEEE International Symposium on Personal, 2002


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