Homin Park
Orcid: 0000-0001-9937-8617
According to our database1,
Homin Park
authored at least 34 papers
between 2013 and 2025.
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Bibliography
2025
Toward Using Machine Learning as a Shape Quality Metric for Liver Point Cloud Generation.
CoRR, August, 2025
IEEE Trans. Affect. Comput., 2025
Towards Improved Cervical Cancer Screening: Vision Transformer-Based Classification and Interpretability.
Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025
2024
Assessing the reliability of point mutation as data augmentation for deep learning with genomic data.
BMC Bioinform., December, 2024
Exploring Multimodal Approaches and Fusion Methods for CEO Social Attribute Prediction in 2024 MuSe-Perception.
Proceedings of the 5th on Multimodal Sentiment Analysis Challenge and Workshop: Social Perception and Humor, 2024
Proceedings of the Intelligent Human Computer Interaction - 16th International Conference, 2024
AI-Based Percussive Acoustic Signal Classification for Fastener Strength Inspection of Stator Wedge.
Proceedings of the 15th International Conference on Information and Communication Technology Convergence, 2024
A Reference-Based Approach for Tumor Size Estimation in Monocular Laparoscopic Videos.
Proceedings of the Computational Mathematics Modeling in Cancer Analysis, 2024
2023
CRISPR-Cas-Docker: web-based in silico docking and machine learning-based classification of crRNAs with Cas proteins.
BMC Bioinform., December, 2023
Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training.
Trans. Mach. Learn. Res., 2023
Proceedings of the IEEE International Conference on Service Operations and Logistics, 2023
MuSe-Personalization 2023: Feature Engineering, Hyperparameter Optimization, and Transformer-Encoder Re-discovery.
Proceedings of the 4th on Multimodal Sentiment Analysis Challenge and Workshop: Mimicked Emotions, 2023
2022
Towards Multimodal Prediction of Time-continuous Emotion using Pose Feature Engineering and a Transformer Encoder.
Proceedings of the MuSe@MM 2022: Proceedings of the 3rd International on Multimodal Sentiment Analysis Workshop and Challenge, 2022
2021
SalienTrack: providing salient information for semi-automated self-tracking feedback with model explanations.
CoRR, 2021
Towards a quantitative analysis of class activation mapping for deep learning-based computer-aided diagnosis.
Proceedings of the Medical Imaging 2021: Image Perception, 2021
2020
MRI-based Diagnosis of Rotator Cuff Tears using Deep Learning and Weighted Linear Combinations.
Proceedings of the Machine Learning for Healthcare Conference, 2020
3-D Deep Learning-Based Item Classification for Belt Conveyors Targeting Packaging and Logistics.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
Developing a Segmentation Model for Microscopic Images of Microplastics Isolated from Clams.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
2019
Accurate Driver Detection Exploiting Invariant Characteristics of Smartphone Sensors.
Sensors, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
2018
Automatic Identification of Driver's Smartphone Exploiting Common Vehicle-Riding Actions.
IEEE Trans. Mob. Comput., 2018
Proceedings of the 12th ACM Conference on Recommender Systems, 2018
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
2017
Sensors, 2017
IEEE Commun. Lett., 2017
5.2 An 8Ω 10W 91%-power-efficiency 0.0023%-THD+N multi-level Class-D audio amplifier with folded PWM.
Proceedings of the 2017 IEEE International Solid-State Circuits Conference, 2017
Maximizing Accuracy of Fall Detection and Alert Systems Based on 3D Convolutional Neural Network: Poster Abstract.
Proceedings of the Second International Conference on Internet-of-Things Design and Implementation, 2017
Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017
2015
IEEE Trans. Syst. Man Cybern. Syst., 2015
Asynchronous Distance Measurement for Smartphone-Based Localization Exploiting Chirp Signals.
Proceedings of the 12th EAI International Conference on Mobile and Ubiquitous Systems: Computing, 2015
2014
Energy-Efficient Privacy Protection for Smart Home Environments Using Behavioral Semantics.
Sensors, 2014
Poster: Are you driving?: non-intrusive driver detection using built-in smartphone sensors.
Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014
2013
Proceedings of the 16th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing, 2013