2025
Deep learning pathways for automatic sign language processing.
Pattern Recognit., 2025
2024
Financial Anti-Fraud Based on Dual-Channel Graph Attention Network.
J. Theor. Appl. Electron. Commer. Res., March, 2024
A deep learning model for predicting the number of stores and average sales in commercial district.
Data Knowl. Eng., 2024
Transparent Networks for Multivariate Time Series.
CoRR, 2024
DDC3N: Doppler-Driven Convolutional 3D Network for Human Action Recognition.
IEEE Access, 2024
Course Recommendation System for Company Job Placement Using Collaborative Filtering and Hybrid Model.
Proceedings of the 13th International Conference on Data Science, 2024
Human Action Recognition Utilizing Doppler-Enhanced Convolutional 3D Networks.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2024
Noise-Robust Sleep States Classification Model Using Sound Feature Extraction and Conversion.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2024
Deep Learning Model for Traffic Accident Prediction Using Multiple Feature Interactions.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2024
2023
Machine Learning Model for Leak Detection Using Water Pipeline Vibration Sensor.
Sensors, November, 2023
Talking human face generation: A survey.
Expert Syst. Appl., June, 2023
Diffusion-C: Unveiling the Generative Challenges of Diffusion Models through Corrupted Data.
CoRR, 2023
2022
Human pose, hand and mesh estimation using deep learning: a survey.
J. Supercomput., 2022
PatentNet: multi-label classification of patent documents using deep learning based language understanding.
Scientometrics, 2022
Tracking Untrained Objects Based On Optical Flow Approach.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2022
Privacy-Preserving of Human Identification in CCTV Data using a Novel Deep Learning-Based Method.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2022
Transformer Networks for Trajectory Classification.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2022
2021
Biosignal Sensors and Deep Learning-Based Speech Recognition: A Review.
Sensors, 2021
Generative adversarial networks and their application to 3<i>D</i> face generation: A survey.
Image Vis. Comput., 2021
Multilingual Speech Synthesis for Voice Cloning.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2021
Comparison and Analysis of Embedding Methods for Patent Documents.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2021
CHNE: Context-aware Heterogeneous Network Embedding.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2021
Predicting Revenues of Seoul Commercial Alley using Neural Tensor Factorization.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2021
2020
MRTensorCube: tensor factorization with data reduction for context-aware recommendations.
J. Supercomput., 2020
Distributed graph cube generation using Spark framework.
J. Supercomput., 2020
Patent prior art search using deep learning language model.
Proceedings of the IDEAS 2020: 24th International Database Engineering & Applications Symposium, 2020
Combining Multiple Implicit-Explicit Interactions for Regression Analysis.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Estimating Revenues of Seoul Commercial Alley Services using Tensor Decomposition & Generating Recommendation System.
Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020
Research Issues on Generative Adversarial Networks and Applications.
Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020
De-identification and Privacy Issues on Bigdata Transformation.
Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020
A Wide & Deep Learning Sharing Input Data for Regression Analysis.
Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020
Prior Art Search Using Multi-modal Embedding of Patent Documents.
Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020
2019
Scalable distributed data cube computation for large-scale multidimensional data analysis on a Spark cluster.
Clust. Comput., 2019
2017
Time-Sensitive Multi-Dimensional Recommender in database system.
Proceedings of the 2017 IEEE International Conference on Big Data and Smart Computing, 2017
2016
Design and development of visualization tool for movie review and sentiment analysis.
Proceedings of the Sixth International Conference on Emerging Databases: Technologies, 2016
Performance evaluation of MRDataCube for data cube computation algorithm using MapReduce.
Proceedings of the 2016 International Conference on Big Data and Smart Computing, 2016
2015
Efficient Level-Based Top-Down Data Cube Computation Using MapReduce.
Trans. Large Scale Data Knowl. Centered Syst., 2015
MRDataCube: Data cube computation using MapReduce.
Proceedings of the 2015 International Conference on Big Data and Smart Computing, 2015
A graphical administration tool for managing cloud storage system.
Proceedings of the 2015 International Conference on Big Data and Smart Computing, 2015
2014
Customized Information Interface with Web Applications.
Proceedings of the Database Systems for Advanced Applications, 2014
A Multi-dimensional Analysis and Data Cube for Unstructured Text and Social Media.
Proceedings of the 2014 IEEE Fourth International Conference on Big Data and Cloud Computing, 2014
2013
An Efficient Keyword Search over Photo Images within Mobile Smartphones.
Proceedings of the 2013 International Conference on Cloud and Green Computing, Karlsruhe, Germany, September 30, 2013
2012
Efficient Distributed Parallel Top-Down Computation of ROLAP Data Cube Using MapReduce.
Proceedings of the Data Warehousing and Knowledge Discovery, 2012
2011
Photo Cube: An Automatic Management and Search for Photos Using Mobile Smartphones.
Proceedings of the IEEE Ninth International Conference on Dependable, 2011
2009
SAMSTARplus: An Automatic Tool for Generating Multi- Dimensional Schemas from an Entity-Relationship Diagram.
RITA, 2009
2008
Query Optimization Techniques for Horizontal View Tables Used for Multidimensional Analysis.
Proceedings of the 2008 International Conference on Information & Knowledge Engineering, 2008
SAMSTAR: An Automatic Tool for Generating Star Schemas from an Entity-Relationship Diagram.
Proceedings of the Conceptual Modeling, 2008
Relationship Analysis on Academic Achievement and Learning Methods during Vacation: A Data Mining Approach.
Proceedings of the 2008 International Conference on E-Learning, 2008