2025
Utilization of a hierarchical electrocardiogram classification model for enhanced biometric identification.
Comput. Biol. Medicine, 2025
2024
Spatiotemporal Protein Variations Based on VIIRS-Derived Regional Protein Algorithm in the Northern East China Sea.
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Remote. Sens., March, 2024
Real-Time Multi-Class Classification of Respiratory Diseases Through Dimensional Data Combinations.
Cogn. Comput., March, 2024
CancerGPT for few shot drug pair synergy prediction using large pretrained language models.
npj Digit. Medicine, 2024
Clinical outcome-guided deep temporal clustering for disease progression subtyping.
J. Biomed. Informatics, 2024
Multi-attention recommender system for non-fungible tokens.
Eng. Appl. Artif. Intell., 2024
Linq-Embed-Mistral Technical Report.
CoRR, 2024
Causal Reasoning in Large Language Models: A Knowledge Graph Approach.
CoRR, 2024
Achieving Fairness Across Local and Global Models in Federated Learning.
CoRR, 2024
MALLM-GAN: Multi-Agent Large Language Model as Generative Adversarial Network for Synthesizing Tabular Data.
CoRR, 2024
Stock Recommendations for Individual Investors: A Temporal Graph Network Approach with Diversification-Enhancing Contrastive Learning.
CoRR, 2024
Temporal Graph Networks for Graph Anomaly Detection in Financial Networks.
CoRR, 2024
A Recommender System for NFT Collectibles with Item Feature.
CoRR, 2024
A Temporal Graph Network Framework for Dynamic Recommendation.
CoRR, 2024
Federated Learning for Estimating Heterogeneous Treatment Effects.
CoRR, 2024
Physics-Informed Time-Frequency Fusion Network With Attention for Noise-Robust Bearing Fault Diagnosis.
IEEE Access, 2024
3D Human Pose Estimation Using Egocentric Depth Data.
Proceedings of the 30th ACM Symposium on Virtual Reality Software and Technology, 2024
Harmonic Mobile Manipulation.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024
Open X-Embodiment: Robotic Learning Datasets and RT-X Models : Open X-Embodiment Collaboration.
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Proceedings of the IEEE International Conference on Robotics and Automation, 2024
Stock Recommendations for Individual Investors: A Temporal Graph Network Approach with Mean-Variance Efficient Sampling.
Proceedings of the 5th ACM International Conference on AI in Finance, 2024
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
SPOC: Imitating Shortest Paths in Simulation Enables Effective Navigation and Manipulation in the Real World.
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Improving Content Recommendation: Knowledge Graph-Based Semantic Contrastive Learning for Diversity and Cold-Start Users.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Machine learning Model, predicting South Korea precipitation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024
Relationship between short-term ozone exposure, cause-specific mortality, and high-risk populations: A nationwide, time-stratified, case-crossover study.
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Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024
ERD: A Framework for Improving LLM Reasoning for Cognitive Distortion Classification.
Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024
2023
Visualization with Prediction Scheme for Early DDoS Detection in Ethereum.
Sensors, December, 2023
Time-Frequency Multi-Domain 1D Convolutional Neural Network with Channel-Spatial Attention for Noise-Robust Bearing Fault Diagnosis.
Sensors, December, 2023
Using artificial intelligence to learn optimal regimen plan for Alzheimer's disease.
J. Am. Medical Informatics Assoc., September, 2023
An operator splitting method for multi-asset options with the Feynman-Kac formula.
Comput. Math. Appl., April, 2023
Emulate randomized clinical trials using heterogeneous treatment effect estimation for personalized treatments: Methodology review and benchmark.
J. Biomed. Informatics, January, 2023
Harmonic Mobile Manipulation.
CoRR, 2023
Imitating Shortest Paths in Simulation Enables Effective Navigation and Manipulation in the Real World.
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CoRR, 2023
PROPANE: Prompt design as an inverse problem.
CoRR, 2023
NFTs to MARS: Multi-Attention Recommender System for NFTs.
CoRR, 2023
CancerGPT: Few-shot Drug Pair Synergy Prediction using Large Pre-trained Language Models.
CoRR, 2023
One-Dimensional Shallow Neural Network Using Non-Fiducial Based Segmented Electrocardiogram for User Identification System.
IEEE Access, 2023
Inferring Personalized Treatment Effect of Antihypertensives on Alzheimer's Disease Using Deep Learning.
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023
An End-to-end In-Silico and In-Vitro Drug Repurposing Pipeline for Glioblastoma.
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023
Learning Physician's Treatment for Alzheimer's Disease based on Electronic Health Records and Reinforcement Learning.
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023
LLMs Analyzing the Analysts: Do BERT and GPT Extract More Value from Financial Analyst Reports?
Proceedings of the 4th ACM International Conference on AI in Finance, 2023
2022
Physics-Based Simulation of Soft-Body Deformation Using RGB-D Data.
Sensors, 2022
Weakly labeled data augmentation for social media named entity recognition.
Expert Syst. Appl., 2022
Classification of igneous rocks from petrographic thin section images using convolutional neural network.
Earth Sci. Informatics, 2022
Relational graph convolutional networks for predicting blood-brain barrier penetration of drug molecules.
Bioinform., 2022
An accurate and stable numerical method for option hedge parameters.
Appl. Math. Comput., 2022
Texture Transfer Attention for Realistic Image Completion.
Proceedings of the Intelligent Computing, 2022
Don't Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling.
Proceedings of the 29th International Conference on Computational Linguistics, 2022
2021
VR-Based Job Training System Using Tangible Interactions.
Sensors, 2021
Population stratification enables modeling effects of reopening policies on mortality and hospitalization rates.
J. Biomed. Informatics, 2021
Anticancer drug synergy prediction in understudied tissues using transfer learning.
J. Am. Medical Informatics Assoc., 2021
Scalable Causal Structure Learning: New Opportunities in Biomedicine.
CoRR, 2021
Heterogeneous Treatment Effect Estimation using machine learning for Healthcare application: tutorial and benchmark.
CoRR, 2021
Adaptive Named Entity Recognition Using Distant Supervision for Contemporary Written Texts.
IEEE Access, 2021
Learning Sub-Character level representation for Korean Named Entity Recognition.
Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, 2021
The Combination of Graph Neuron Network and Multi-Task Learning Model for Cancer Drug Combination Prediction.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
A lightweight convolutional neural network for assessing an EEG risk marker for sudden unexpected death in epilepsy.
BMC Medical Informatics Decis. Mak., 2020
Learning to detect the onset of slow activity after a generalized tonic-clonic seizure.
BMC Medical Informatics Decis. Mak., 2020
Categorisation of EEG suppression using enhanced feature extraction for SUDEP risk assessment.
BMC Medical Informatics Decis. Mak., 2020
Automated detection of activity onset after postictal generalized EEG suppression.
BMC Medical Informatics Decis. Mak., 2020
A community effort for automatic detection of postictal generalized EEG suppression in epilepsy.
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BMC Medical Informatics Decis. Mak., 2020
Temporal phenotyping for transitional disease progress: An application to epilepsy and Alzheimer's disease.
J. Biomed. Informatics, 2020
SCOR: A secure international informatics infrastructure to investigate COVID-19.
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J. Am. Medical Informatics Assoc., 2020
Text-driven Speech Animation with Emotion Control.
KSII Trans. Internet Inf. Syst., 2020
Texture Transform Attention for Realistic Image Inpainting.
CoRR, 2020
Drug Repurposing for COVID-19 using Graph Neural Network with Genetic, Mechanistic, and Epidemiological Validation.
CoRR, 2020
Mask-guided diffusion optical tomography image reconstruction for breast imaging.
Proceedings of the Medical Imaging 2020: Biomedical Applications in Molecular, 2020
Noise Improves Noise: Verification of Pre-Training Effect with Weakly Labeled Data on Social Media NER.
Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020
2019
GPU-based Fast Motion Synthesis of Large Crowds Using Adaptive Multi-Joint Models.
Symmetry, 2019
From Brain Imaging to Graph Analysis: a study on ADNI's patient cohort.
CoRR, 2019
Combining Representation Learning with Tensor Factorization for Risk Factor Analysis - an application to Epilepsy and Alzheimer's disease.
CoRR, 2019
Development of Integrated Data and Prediction System Platform for the Localized Prostate Cancer.
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Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Sequential and Diverse Recommendation with Long Tail.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Discriminative Sleep Patterns of Alzheimer's Disease via Tensor Factorization.
Proceedings of the AMIA 2019, 2019
2018
Optical and Acoustic Sensor-Based 3D Ball Motion Estimation for Ball Sport Simulators.
Sensors, 2018
Dynamic Pose Estimation Using Multiple RGB-D Cameras.
Sensors, 2018
Kick Recognition System Using Dual RGB-D Cameras.
Proceedings of the 2nd International Conference on Video and Image Processing, 2018
High-dimensional statistical supervised learning for extracting information in steganography.
Proceedings of the 2018 International Conference on Information Networking, 2018
Efficient Sound-source Localization Method based on Direction Estimation using 2D Microphone Array.
Proceedings of the 6th International Conference on Information Technology: IoT and Smart City, 2018
Self-Adaptive Machine Learning Operating Systems for Security Applications.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
2017
Dance motion capture and composition using multiple RGB and depth sensors.
Int. J. Distributed Sens. Networks, 2017
Federated Tensor Factorization for Computational Phenotyping.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
DiagTree: Diagnostic Tree for Differential Diagnosis.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Tensor-Factorization-Based Phenotyping using Group Information: Case Study on the Efficacy of Statins.
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017
2016
Discovery of prostate specific antigen pattern to predict castration resistant prostate cancer of androgen deprivation therapy.
BMC Medical Informatics Decis. Mak., 2016
2015
Data-Driven Approach for Human Locomotion Generation.
Int. J. Image Graph., 2015
Discovery of Prostate Specific Antigen Pattern to Predict Castration Resistant Prostate Cancer of Androgen Deprivation Therapy.
Proceedings of the ACM Ninth International Workshop on Data and Text Mining in Biomedical Informatics, 2015
2012
Automating Expressive Locomotion Generation.
Trans. Edutainment, 2012
Component-based Locomotion Composition.
Proceedings of the 2012 Eurographics/ACM SIGGRAPH Symposium on Computer Animation, 2012
2009
Interactive editing of motion style using drives and correlations.
Proceedings of the 2009 ACM SIGGRAPH/Eurographics Symposium on Computer Animation, 2009
2006
An example-based approach for facial expression cloning.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2006
Soft Sensor Using PNN Model and Rule Base for Wastewater Treatment Plant.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006
2005
Design of Fuzzy Controller and Parameter Optimizer for Non-linear System Based on Operator's Knowledge.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005
Self-generation of Control Rules Using Hierarchical and Nonhierarchical Clustering for Coagulant Control of Water Treatment Plants.
Proceedings of the Discovery Science, 8th International Conference, 2005
2003
Knowledge-based unmanned automation and control systems for the SBR wastewater treatment process.
Artif. Life Robotics, 2003