Journal
2025
Self-Supervised Anomalous Pose Detection in Multi-View Human Pose Estimation
for Smart Manufacturing with Non-Calibrated Cameras
Chuluunsaikhan, T., Kim, J. H., Uddin, M. A., Park, Y. H., & Nasridinov, A.
(First Author)
IEEE Access
Journal
2025
IncGridDBC: Incremental Density-Based Clustering with Grid Partitioning on
Streaming Data
Chuluunsaikhan, T., Kim, J. H., Hao, F., Choi, J. H., & Nasridinov, A.
(First Author)
Neurocomputing
Conference
2025
E-SMOTE: Embedding-based Oversampling with Group Awareness for Fraud Detection
Urakhova, F., Chuluunsaikhan, T., Kim, J. H., & Nasridinov, A.
(Corresponding Author)
AAAI Symposium Series
Journal
2024
Unified Generative Data Augmentation for Efficient Solar Panel Soiling
Localization
Go, S. E., Kim, J. H., Chuluunsaikhan, T., Choi, W. S., Choi, S. H., &
Nasridinov, A. (First Author)
Electronics
Journal
2024
Unfixed Seasonal Partition Based on Symbolic Aggregate Approximation for
Forecasting Solar Power Generation Using Deep Learning
Kwak, M., Chuluunsaikhan, T., Marakhimov, A., Kim, J. H., & Nasridinov, A.
(Corresponding Author)
Electronics
Journal
2024
Analyzing Internal and External Factors in Livestock Supply Forecasting Using
Machine Learning: Sustainable Insights from South Korea
Chuluunsaikhan, T., Kim, J. H., Park, S. H., & Nasridinov, A.
(Co-Author)
Sustainability
Journal
2024
Three-dimensional atrous inception module for crowd behavior classification
Choi, J. H., Kim, J. H., Nasridinov, A., & Kim, Y. S. (Co-Author)
Scientific reports
Conference
2024
Solar power generation forecasting via multimodal feature fusion
Ka, E., Go, S., Kwak, M., Kim, J. H., & Nasridinov, A. (Corresponding
Author)
AAAI
Journal
2023
Cluster-guided temporal modeling for action recognition
Kim, J. H., Hao, F., Leung, C. K. S., & Nasridinov, A. (First Author)
International Journal of Multimedia Information Retrieval
Journal
2023
A versatile strategy for hybridizing small experimental and large simulation
data: A case for ceramic tape-casting process
Kim, J. H., et. al. (First Author)
Materials & Design
Conference
2023
Incremental density-based clustering with grid partitioning
Kim, J. H., Chuluunsaikhan, T., Choi, J. H., & Nasridinov, A. (First
Author)
AAAI
Journal
2022
Feasibility Study on the influence of data partition strategies on Ensemble
Deep Learning: The case of forecasting power generation in South Korea
Chuluunsaikhan, T., Kim, J. H., Shin, Y., Choi, S., & Nasridinov, A.
(Co-Author)
Energies
Journal
2021
Knn-sc: Novel spectral clustering algorithm using k-nearest neighbors
Kim, J. H., Choi, J. H., Park, Y. H., Leung, C. K. S., & Nasridinov, A.
(First Author)
IEEE Access
Conference
2021
Multi-time Scale Features for Anomaly Detection from Surveillance Videos
Gim, U. J., Kim, J. H., Park, Y. H., & Nasridinov, A. (Co-Author)
FITAT
Journal
2021
Abnormal situation detection on surveillance video using object detection and
action recognition
Kim, J. H., Choi, J. H., Park, Y. H., & Nasridinov, A. (First Author)
Journal of Korea Multimedia Society
Conference
2020
Motion-Attentive Network for Detecting Abnormal Situationsin Surveillance
Video
Gim, U. J., Kim, J. H., Yoo, K. H., & Nasridinov, A. (First Author)
SIGGRAPH
Conference
2020
An automatic shoplifting detection from surveillance videos
Gim, U. J., Lee, J. J., Kim, J. H., Park, Y. H., & Nasridinov, A.
(Co-Author)
AAAI
Journal
2019
A Fast Algorithm for Identifying Density-Based Clustering Structures Using a
Constraint Graph
Kim, J. H., Choi, J. H., Yoo, K. H., Loh, W. K., & Nasridinov, A. (First
Author)
Electronics
Conference
2019
Flexible PoI recommendation based on user situation
Jang, S., Kim, J. H., & Nasridinov, A. (Co-Author)
IEEE Smart Data
Journal
2019
AA-DBSCAN: an approximate adaptive DBSCAN for finding clusters with varying
densities
Kim, J. H., Choi, J. H., Yoo, K. H., & Nasridinov, A. (First Author)
The Journal of Supercomputing
