Jaesung Lee

Orcid: 0000-0002-3757-3510

Affiliations:
  • Chung-Ang University, Department of Artificial Intelligence, Seoul, South Korea


According to our database1, Jaesung Lee authored at least 70 papers between 2010 and 2026.

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

Timeline

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Bibliography

2026
A survey of neural network segmentation and validation on plant specimen images of Korean Violaceae.
Expert Syst. Appl., 2026

2025
Data augmentation for dense passage retrieval using corpus-passage frequency-based token deletion.
J. Big Data, December, 2025

ChainImputer: A Neural Network-Based Iterative Imputation Method Using Cumulative Features.
Symmetry, 2025

EP-REx: Evidence-Preserving Receptive-Field Expansion for Efficient Crack Segmentation.
Symmetry, 2025

DFAN: Single Image Super-Resolution Using Stationary Wavelet-Based Dual Frequency Adaptation Network.
Symmetry, 2025

HT-AggNet: Hierarchical temporal aggregation network with near-zero-cost layer stacking for human activity recognition.
Eng. Appl. Artif. Intell., 2025

RMHA-Net: Robust Optic Disc and Optic Cup Segmentation Based on Residual Multiscale Feature Extraction With Hybrid Attention Networks.
IEEE Access, 2025

Sea Ice Concentration Mapping Based on Sentinel-2 Multispectral Imagery Using Multiscale Deep Learning Approach.
IEEE Access, 2025

Survey on 3D Anomaly Detection Regarding Defect Size: Tradeoff Between Accuracy and Efficiency With Future Research Direction.
IEEE Access, 2025

End-to-End Design of Webtoon-Style Portrait Stylization System for Real-World Demo Booth.
IEEE Access, 2025

BitAbuse: A Dataset of Visually Perturbed Texts for Defending Phishing Attacks.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

Automatic Playlist Generation: A Comprehensive Crux of a Methodology for Technology Trend.
Proceedings of the IEEE International Conference on Consumer Electronics, 2025

Briefing of Text-to-Speech Trends Toward Zero-Shot Multi-Speaker Synthesis.
Proceedings of the IEEE International Conference on Consumer Electronics, 2025

Justice AI: Legal Case Retrieval Using Dense Passage Retrieval.
Proceedings of the IEEE International Conference on Consumer Electronics, 2025

A Crux on Deep Clustering Neural Networks for Medical Image Classification.
Proceedings of the IEEE International Conference on Consumer Electronics, 2025

Diffusion Model-Based Generative Pipeline for Children Song Video.
Proceedings of the IEEE International Conference on Consumer Electronics, 2025

A Study of Style Transfer Based on Text-to-Image Diffusion Models.
Proceedings of the IEEE International Conference on Consumer Electronics, 2025

A Crux on Audio-Visual Emotion Recognition in the Wild with Fusion Methods.
Proceedings of the IEEE International Conference on Consumer Electronics, 2025

Exploiting Fine-Grained Skip Behaviors for Micro-Video Recommendation.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024
Memetic multilabel feature selection using pruned refinement process.
J. Big Data, December, 2024

A Novel Multiobjective Genetic Programming Approach to High-Dimensional Data Classification.
IEEE Trans. Cybern., September, 2024

Effective music skip prediction based on late fusion architecture for user-interaction noise.
Expert Syst. Appl., March, 2024

Cost-constrained multi-label group feature selection using shadow features.
CoRR, 2024

A Short Survey and Comparison of CNN-Based Music Genre Classification Using Multiple Spectral Features.
IEEE Access, 2024

MixER: Mixup-Based Experience Replay for Online Class-Incremental Learning.
IEEE Access, 2024

Neural Network-Based Pipeline With High-Resolution Feature Enhancement and Low-Resolution Feature Preservation for Automated Treatment Decision of Graves' Orbitopathy Patients.
IEEE Access, 2024

Multihead Neural Network for Multiple Segmented Images-Based Diagnosis of Thyroid-Associated Orbitopathy Activity.
IEEE Access, 2024

Unsupervised Feature Selection towards Pattern Discrimination Power.
Proceedings of the Uncertainty in Artificial Intelligence, 2024

CALANet: Cheap All-Layer Aggregation for Human Activity Recognition.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

CGRS: Continual Gesture Recognition System.
Proceedings of the IEEE International Conference on Consumer Electronics, 2024

Estimation of Continuous Arterial Blood Pressure Waveform from Photoplethysmogram in Terms of Loss Function Focus on Blood Pressure.
Proceedings of the IEEE International Conference on Consumer Electronics, 2024

A Simple Localization and Classification Framework based on Template Matching and Self-Attention for TAO treatment diagnosis.
Proceedings of the IEEE International Conference on Consumer Electronics, 2024

An Efficient Fine-tuning of Generative Language Model for Aspect-Based Sentiment Analysis.
Proceedings of the IEEE International Conference on Consumer Electronics, 2024

2023
Hypert: hypernymy-aware BERT with Hearst pattern exploitation for hypernym discovery.
J. Big Data, December, 2023

Cost-constrained feature selection in multilabel classification using an information-theoretic approach.
Pattern Recognit., September, 2023

Multilabel all-relevant feature selection using lower bounds of conditional mutual information.
Expert Syst. Appl., April, 2023

GTSNet: Flexible architecture under budget constraint for real-time human activity recognition from wearable sensor.
Eng. Appl. Artif. Intell., 2023

Efficient Human Activity Recognition Using Lookup Table-Based Neural Architecture Search for Mobile Devices.
IEEE Access, 2023

Effective Exploitation of Macroeconomic Indicators for Stock Direction Classification Using the Multimodal Fusion Transformer.
IEEE Access, 2023

Cost-constrained Group Feature Selection Using Information Theory.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2023

2022
Effective memetic algorithm for multilabel feature selection using hybridization-based communication.
Expert Syst. Appl., 2022

Multitemporal Sampling Module for Real-Time Human Activity Recognition.
IEEE Access, 2022

2021
Effective computer-assisted pronunciation training based on phone-sensitive word recommendation.
Concurr. Comput. Pract. Exp., 2021

Toward a Fair Evaluation and Analysis of Feature Selection for Music Tag Classification.
IEEE Access, 2021

2020
Multilabel naïve Bayes classification considering label dependence.
Pattern Recognit. Lett., 2020

Multi-Population Genetic Algorithm for Multilabel Feature Selection Based on Label Complementary Communication.
Entropy, 2020

2019
Compact feature subset-based multi-label music categorization for mobile devices.
Multim. Tools Appl., 2019

Memetic feature selection for multilabel text categorization using label frequency difference.
Inf. Sci., 2019

Competitive Particle Swarm Optimization for Multi-Category Text Feature Selection.
Entropy, 2019

Generalized Information-Theoretic Criterion for Multi-Label Feature Selection.
IEEE Access, 2019

2018
Evolutionary Multilabel Feature Selection Using Promising Feature Subset Generation.
J. Sensors, 2018

Effective Evolutionary Multilabel Feature Selection under a Budget Constraint.
Complex., 2018

Scalable Multilabel Learning Based on Feature and Label Dimensionality Reduction.
Complex., 2018

Scalable Coverage Path Planning for Cleaning Robots Using Rectangular Map Decomposition on Large Environments.
IEEE Access, 2018

2017
Optimization approach for feature selection in multi-label classification.
Pattern Recognit. Lett., 2017

SCLS: Multi-label feature selection based on scalable criterion for large label set.
Pattern Recognit., 2017

Effective music searching approach based on tag combination by exploiting prototypical acoustic content.
Multim. Tools Appl., 2017

Smartphone-Assisted Pronunciation Learning Technique for Ambient Intelligence.
IEEE Access, 2017

2016
An effective initialization method for genetic algorithm-based robot path planning using a directed acyclic graph.
Inf. Sci., 2016

Accelerating Multi-Label Feature Selection Based on Low-Rank Approximation.
IEICE Trans. Inf. Syst., 2016

Efficient Multi-Label Feature Selection Using Entropy-Based Label Selection.
Entropy, 2016

2015
Fast multi-label feature selection based on information-theoretic feature ranking.
Pattern Recognit., 2015

Memetic feature selection algorithm for multi-label classification.
Inf. Sci., 2015

Ranking Tag Pairs for Music Recommendation Using Acoustic Similarity.
Int. J. Fuzzy Log. Intell. Syst., 2015

Multi-Label Learning Using Mathematical Programming.
IEICE Trans. Inf. Syst., 2015

Mutual Information-based multi-label feature selection using interaction information.
Expert Syst. Appl., 2015

2014
Efficient dynamic time warping for 3D handwriting recognition using gyroscope equipped smartphones.
Expert Syst. Appl., 2014

2013
Feature selection for multi-label classification using multivariate mutual information.
Pattern Recognit. Lett., 2013

2011
SYMMER: A Systematic Approach to Multiple Musical Emotion Recognition.
Int. J. Fuzzy Log. Intell. Syst., 2011

2010
Classifying Categorical Data Based on Adoptive Hamming Distance.
IEICE Trans. Inf. Syst., 2010


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