Yunsoo Choi

Orcid: 0000-0002-4488-7833

According to our database1, Yunsoo Choi authored at least 28 papers between 2006 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2025
Interpolation of missing ozone data using graph machine learning and parameter analysis through eXplainable artificial intelligence comparison.
Environ. Model. Softw., 2025

2023
Spatiotemporal estimation of TROPOMI NO<sub>2</sub> column with depthwise partial convolutional neural network.
Neural Comput. Appl., July, 2023

A Deep Convolutional Neural Network Model for Improving WRF Simulations.
IEEE Trans. Neural Networks Learn. Syst., February, 2023

2022
Spatiotemporal Estimation of TROPOMI NO2 Column with Depthwise Partial Convolutional Neural Network.
CoRR, 2022

Deep learning solver for solving advection-diffusion​ equation in comparison to finite difference methods.
Commun. Nonlinear Sci. Numer. Simul., 2022

2021
Efficient PM<sub>2.5</sub> forecasting using geographical correlation based on integrated deep learning algorithms.
Neural Comput. Appl., 2021

2020
Using a deep convolutional neural network to predict 2017 ozone concentrations, 24 hours in advance.
Neural Networks, 2020

Real-time 7-day forecast of pollen counts using a deep convolutional neural network.
Neural Comput. Appl., 2020

A data ensemble approach for real-time air quality forecasting using extremely randomized trees and deep neural networks.
Neural Comput. Appl., 2020

A real-time hourly ozone prediction system using deep convolutional neural network.
Neural Comput. Appl., 2020

A Deep Convolutional Neural Network Model for improving WRF Forecasts.
CoRR, 2020

A Novel CMAQ-CNN Hybrid Model to Forecast Hourly Surface-Ozone Concentrations Fourteen Days in Advance.
CoRR, 2020

2019
Platform Design and Implementation for Flexible Data Processing and Building ML Models of IDS Alerts.
Proceedings of the 14th Asia Joint Conference on Information Security, 2019

2016
A proposal to construct biomedical triple collections for the dementia research.
Proceedings of the 8th International Conference on Knowledge and Smart Technology, 2016

2014
ETL-based interoperable data management system.
Multim. Tools Appl., 2014

Grid-based framework for high-performance processing of scientific knowledge.
Multim. Tools Appl., 2014

2012
Smart Searching System for Biomedical Information.
Proceedings of the 3rd International Conference on Biomedical Ontology (ICBO 2012), 2012

2011
Multi-words Terminology Recognition Using Web Search.
Proceedings of the U- and E-Service, Science and Technology, 2011

Relation Extraction Based on Composite Kernel Combining Pattern Similarity of Predicate-Argument Structure.
Proceedings of the U- and E-Service, Science and Technology, 2011

Procedural Knowledge Extraction on MEDLINE Abstracts.
Proceedings of the Active Media Technology - 7th International Conference, 2011

Smart Searching System for Virtual Science Brain.
Proceedings of the Active Media Technology - 7th International Conference, 2011

Feasibility Study for Procedural Knowledge Extraction in Biomedical Documents.
Proceedings of the Information Retrieval Technology, 2011

2010
Extracting Protein Sub-cellular Localizations from Literature.
Proceedings of the Active Media Technology, 6th International Conference, 2010

2007
The Implementation of Distributed Retrieval System for a Large Number of Collections.
Proceedings of the Eighth International Conference on Parallel and Distributed Computing, 2007

Service-Centric Object Fragmentation for Efficient Retrieval and Management of Huge XML Documents.
Proceedings of the Eighth International Conference on Parallel and Distributed Computing, 2007

Design of Server Architecture for Efficiency and Stability of DB-IR Integration System.
Proceedings of the iiWAS'2007, 2007

Toward DB-IR Integration: Per-Document Basis Transactional Index Maintenance.
Proceedings of The Sixth International Conference on Advanced Language Processing and Web Information Technology, 2007

2006
An Alternative Measure of Public Transport Accessibility Based on Space Syntax.
Proceedings of the Advances in Hybrid Information Technology, 2006


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