Division of AI Software Convergence

2025

Algorithm for Mining Maximal Balanced Bicliques Using Formal Concept Analysis

Sadriddinov, I., Peng, S., Siet, S., Kim, D. Y., Park, D. S. & Yi, G., 2025, In: IEEE Access. 13, p. 35113-35123 11 p.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

Color coherence-based scene-change detection for frame rate up-conversion

Lee, H. S. & Cho, S. I., Jan 2025, In: Multimedia Tools and Applications. 84, 2, p. 547-569 23 p.

Research output: Contribution to journal › Article › peer-review

Multi-adversarial autoencoders: Stable, faster and self-adaptive representation learning

Wu, X. & Jang, H., 1 Mar 2025, In: Expert Systems with Applications. 262, 125554.

Research output: Contribution to journal › Article › peer-review

Predicting early depression in WZT drawing image based on deep learning

Kim, K. Y., Yang, Y. B., Kim, M. R., Kim, J. & Park, J. S., Feb 2025, In: Expert Systems. 42, 2, e13675.

Research output: Contribution to journal › Article › peer-review

Open Access

TMaD: Three-tier malware detection using multi-view feature for secure convergence ICT environments

Jeon, J., Jeong, B., Baek, S. & Jeong, Y. S., Feb 2025, In: Expert Systems. 42, 2, e13684.

Research output: Contribution to journal › Article › peer-review

Open Access

2024

A Drone’s 3D Localization and Load Mapping Based on QR Codes for Load Management

Kang, T. W. & Jung, J. W., Apr 2024, In: Drones. 8, 4, 130.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

Affordable 3D Orientation Visualization Solution for Working Class Remotely Operated Vehicles (ROV)

Kasno, M. A., Yahaya, I. N. & Jung, J. W., Aug 2024, In: Sensors. 24, 16, 5097.

Research output: Contribution to journal › Article › peer-review

Open Access

An Effective Method for Slicing Triangle Meshes Using a Freeform Curve

Lee, S. Y., Kweon, S. H. & Yoon, S. H., May 2024, In: Mathematics. 12, 10, 1432.

Research output: Contribution to journal › Article › peer-review

Open Access

A novel multi-level evaluation approach for human-coupled IoT applications: High-level DEVS smart object system modeling and multi-level co-simulation for human-coupled iot design

Seok, M. G. & Park, D., Feb 2024, In: Journal of Ambient Intelligence and Humanized Computing. 15, 2, p. 1395-1408 14 p.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

A Study on Mechanization, Data, and Insurance Challenges for Agriculture Based on Hyperledger Fabric

Hu, Z., Kim, B. & Jeong, J., 2024, In: IEEE Access. 12, p. 144855-144869 15 p.

Research output: Contribution to journal › Article › peer-review

Open Access

A Survey of Generative Models for Image and Video with Diffusion Model

Koh, B. S., Park, H. C. & Park, J. H., 2024, In: Human-centric Computing and Information Sciences. 14, 69.

Research output: Contribution to journal › Article › peer-review

Attention-Guided Low-Rank Tensor Completion

Mai, T. T. N., Lam, E. Y. & Lee, C., 2024, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 46, 12, p. 9818-9833 16 p.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

Automatic Voltage Stabilization System for Substation using Deep Learning

Moon, J., Son, M., Oh, B., Jin, J. & Shin, Y., Apr 2024, In: Computer Science and Information Systems. 21, 2, p. 437-452 16 p.

Research output: Contribution to journal › Article › peer-review

Open Access

AutoSCAN: automatic detection of DBSCAN parameters and efficient clustering of data in overlapping density regions

Bushra, A. A., Kim, D., Kan, Y. & Yi, G., 2024, In: PeerJ Computer Science. 10, e1921.

Research output: Contribution to journal › Article › peer-review

Open Access

Burst-Aware Horizontal Autoscaling Based on Deep Learning for Stable Microservices

Park, J., Jeong, B., Jeon, J. & Jeong, Y. S., 2024, In: Human-centric Computing and Information Sciences. 14, 67.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Clustering-based multi-objective optimization considering fairness for multi-workflow scheduling on clouds

Li, F., Tan, W. J., Seok, M. G. & Cai, W., Dec 2024, In: Journal of Parallel and Distributed Computing. 194, 104968.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Comparative Study of Adversarial Defenses: Adversarial Training and Regularization in Vision Transformers and CNNs

Dingeto, H. & Kim, J., Jul 2024, In: Electronics (Switzerland). 13, 13, 2534.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

Comparison of Patterns of Structural Progression in Primary Open Angle Glaucoma and Pseudoexfoliation Glaucoma

Wy, S., Lee, Y. J., Sun, S., Bak, E., Kim, Y. K., Park, K. H., Kim, H. C. & Jeoung, J. W., 1 Mar 2024, In: Journal of Glaucoma. 33, 3, p. 155-161 7 p.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Cross-Modal Transformers for Infrared and Visible Image Fusion

Park, S., Vien, A. G. & Lee, C., 1 Feb 2024, In: IEEE Transactions on Circuits and Systems for Video Technology. 34, 2, p. 770-785 16 p.

Research output: Contribution to journal › Article › peer-review

46 Scopus citations

DCID: A divide and conquer approach to solving the trade-off problem between artifacts caused by enhancement procedure in image downscaling

Kang, E. S., Chae, Y. J., Park, J. H. & Cho, S. I., Aug 2024, In: Signal Processing: Image Communication. 126, 117133.

Research output: Contribution to journal › Article › peer-review

DeepPI: Alignment-Free Analysis of Flexible Length Proteins Based on Deep Learning and Image Generator

Ji, M., Kan, Y., Kim, D., Lee, S. & Yi, G., Sep 2024, In: Interdisciplinary Sciences - Computational Life Sciences. 16, 3, p. 1-12 12 p.

Research output: Contribution to journal › Article › peer-review

Deep Unfolding Tensor Rank Minimization With Generalized Detail Injection for Pansharpening

Thanh Nhat Mai, T., Lam, E. Y. & Lee, C., 2024, In: IEEE Transactions on Geoscience and Remote Sensing. 62, 5405218.

Research output: Contribution to journal › Article › peer-review

3 Scopus citations

Depth Prior-Guided 3D Voxel Feature Fusion for 3D Semantic Estimation from Monocular Videos

Wen, M. & Cho, K., Jul 2024, In: Mathematics. 12, 13, 2114.

Research output: Contribution to journal › Article › peer-review

Open Access

Detection of Cervical Foraminal Stenosis from Oblique Radiograph Using Convolutional Neural Network Algorithm

Kim, J., Yang, J. J., Song, J., Jo, S., Kim, Y., Park, J., Lee, J. B., Lee, G. W. & Park, S., Jul 2024, In: Yonsei Medical Journal. 65, 7, p. 389-396 8 p.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Scopus citations

Differentiating loss of consciousness causes through artificial intelligence-enabled decoding of functional connectivity

Kim, Y. T., Kim, H., So, M., Kong, J., Kim, K. T., Hong, J. H., Son, Y., Sa, J. K., Do, S., Han, J. H. & Kim, J. B., 15 Aug 2024, In: NeuroImage. 297, 120749.

Research output: Contribution to journal › Article › peer-review

Open Access

Domain-adaptation method between acoustic-response data using different insert earphones

Kim, K., Kim, S. & Sun, S., 1 Apr 2024, In: Journal of the Acoustical Society of America. 155, 4, p. 2577-2588 12 p.

Research output: Contribution to journal › Article › peer-review

Efficient Container Scheduling With Hybrid Deep Learning Model for Improved Service Reliability in Cloud Computing

Jeon, J., Park, S., Jeong, B. & Jeong, Y. S., 2024, In: IEEE Access. 12, p. 65166-65177 12 p.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

Elucidating immunological characteristics of the adenoma-carcinoma sequence in colorectal cancer patients in South Korea using a bioinformatics approach

Song, J., Kim, D., Jung, J., Choi, E., Lee, Y., Jeong, Y., Lee, B., Lee, S., Shim, Y., Won, Y., Cho, H., Jang, D. K., Kang, H. W., Joo, J. W. J. & Jang, W., Dec 2024, In: Scientific Reports. 14, 1, 10105.

Research output: Contribution to journal › Article › peer-review

Open Access

Enhanced Vision-Based Taillight Signal Recognition for Analyzing Forward Vehicle Behavior

Seo, A., Woo, S. & Son, Y., Aug 2024, In: Sensors. 24, 16, 5162.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Scopus citations

Evaluating practical adversarial robustness of fault diagnosis systems via spectrogram-aware ensemble method

Kim, H., Lee, S., Lee, J., Lee, W. & Son, Y., Apr 2024, In: Engineering Applications of Artificial Intelligence. 130, 107980.

Research output: Contribution to journal › Article › peer-review

4 Scopus citations

Evaluation and Analysis of Large Language Models for Clinical Text Augmentation and Generation

Latif, A. & Kim, J., 2024, In: IEEE Access. 12, p. 48987-48996 10 p.

Research output: Contribution to journal › Article › peer-review

Open Access

6 Scopus citations

Exploring Cutout and Mixup for Robust Human Activity Recognition on Sensor and Skeleton Data †

Dingeto, H. & Kim, J., Nov 2024, In: Applied Sciences (Switzerland). 14, 22, 10286.

Research output: Contribution to journal › Article › peer-review

Open Access

Flood susceptibility mapping of Cheongju, South Korea based on the integration of environmental factors using various machine learning approaches

Widya, L. K., Rezaie, F., Lee, W., Lee, C. W., Nurwatik, N. & Lee, S., Jul 2024, In: Journal of Environmental Management. 364, 121291.

Research output: Contribution to journal › Article › peer-review

7 Scopus citations

Fusion of Digital Twin and Blockchain for Secure and Efficient IoV Networks

Ha, N. B. & Jeong, Y. S., 2024, In: Human-centric Computing and Information Sciences. 14, 37.

Research output: Contribution to journal › Article › peer-review

Genetic-Based Two Granularity Ordering Methods for Multiple Workflow Scheduling

Li, F., Tan, W. J., Seok, M. G. & Cai, W., 2024, In: IEEE Access. 12, p. 1747-1760 14 p.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

Graph contrastive learning with consistency regularization

Lee, S., Lee, S., Lee, J., Lee, W. & Son, Y., May 2024, In: Pattern Recognition Letters. 181, p. 43-49 7 p.

Research output: Contribution to journal › Article › peer-review

Heterogeneous Workload-Based Consumer Resource Recommendation Model for Smart Cities: eHealth Edge-Cloud Connectivity Using Federated Split Learning

Ahmed, S. T., Kumar, V. V. & Jeong, J., 1 Feb 2024, In: IEEE Transactions on Consumer Electronics. 70, 1, p. 4187-4196 10 p.

Research output: Contribution to journal › Article › peer-review

8 Scopus citations

HKA-Net: clinically-adapted deep learning for automated measurement of hip-knee-ankle angle on lower limb radiography for knee osteoarthritis assessment

Kim, Y. T., Han, B. S., Kim, J. B., Sa, J. K., Hong, J. H., Son, Y., Han, J. H., Do, S., Chae, J. S. & Bae, J. K., Dec 2024, In: Journal of Orthopaedic Surgery and Research. 19, 1, 777.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

Human visual system-based perceptual Mura index for quantitative Mura evaluation

Park, J. H., Kim, J. H., Ngo, B. H., Kwon, J. E., Park, S., Byun, J. S. & Cho, S. I., 15 Mar 2024, In: Measurement: Journal of the International Measurement Confederation. 227, 114289.

Research output: Contribution to journal › Article › peer-review

Hyperparameter Tuning with Gaussian Processes for Optimal Abstraction Control in Simulation-based Optimization of Smart Semiconductor Manufacturing Systems

Seok, M. G., Tan, W. J., Su, B., Cai, W., Kwon, J. & Choi, S. H., 25 Nov 2024, In: ACM Transactions on Modeling and Computer Simulation. 35, 1, 7.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

Image Enhancement Based on Histogram-Guided Multiple Transformation Function Estimation

Park, J., Vien, A. G., Pham, T. T., Kim, H. & Lee, C., 2024, In: IEEE Transactions on Consumer Electronics. 70, 4, p. 6664-6678 15 p.

Research output: Contribution to journal › Article › peer-review

Improving Commonsense Bias Classification by Mitigating the Influence of Demographic Terms

Lee, J. & Kim, J., 2024, In: IEEE Access. 12, p. 161480-161489 10 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Indoor Scene Reconstruction From Monocular Video Combining Contextual and Geometric Priors

Wen, M., Sheng, X. & Cho, K., 2024, In: IEEE Access. 12, p. 153360-153369 10 p.

Research output: Contribution to journal › Article › peer-review

Open Access

In-Home Smartphone-Based Prediction of Obstructive Sleep Apnea in Conjunction With Level 2 Home Polysomnography

Han, S. C., Kim, D., Rhee, C. S., Cho, S. W., Le, V. L., Cho, E. S., Kim, H., Yoon, I. Y., Jang, H., Hong, J., Lee, D. & Kim, J. W., 11 Jan 2024, In: JAMA Otolaryngology - Head and Neck Surgery. 150, 1, p. 22-29 8 p.

Research output: Contribution to journal › Article › peer-review

Open Access