Samuel Kim
Orcid: 0000-0001-8248-2346
According to our database1,
Samuel Kim
authored at least 60 papers
between 2001 and 2024.
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Bibliography
2024
IEEE Trans. Neural Networks Learn. Syst., November, 2024
Work Smarter Not Harder: Simple Imitation Learning with CS-PIBT Outperforms Large Scale Imitation Learning for MAPF.
CoRR, 2024
Leveraging Federated Learning for Automatic Detection of Clopidogrel Treatment Failures.
CoRR, 2024
Data augmentation method for modeling health records with applications to clopidogrel treatment failure detection.
CoRR, 2024
Synthesized Data Generation for Enhanced Machine Learning in Dental X-ray Analysis: A Novel Approach to Age and Gender Prediction.
Proceedings of the 8th International Conference on Biomedical Engineering and Applications, 2024
2023
Novel Approaches to Discovery and Optimization in Physics: Symbolic Regression, Bayesian Optimization, and Topological Photonics
PhD thesis, 2023
Automatic prediction of mortality in patients with mental illness using electronic health records.
CoRR, 2023
Why Do Students Drop Out? University Dropout Prediction and Associated Factor Analysis Using Machine Learning Techniques.
CoRR, 2023
Detection and prediction of clopidogrel treatment failures using longitudinal structured electronic health records.
CoRR, 2023
IEEE Access, 2023
Multi-Site Clinical Federated Learning Using Recursive and Attentive Models and NVFlare.
Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023
Predicting Development of Chronic Obstructive Pulmonary Disease and its Risk Factor Analysis.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
Deep Learning for Bayesian Optimization of Scientific Problems with High-Dimensional Structure.
Trans. Mach. Learn. Res., 2022
Proceedings of the Recent Advances in Transdisciplinary Data Science, 2022
2021
Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery.
IEEE Trans. Neural Networks Learn. Syst., 2021
Surrogate- and invariance-boosted contrastive learning for data-scarce applications in science.
CoRR, 2021
Scalable and Flexible Deep Bayesian Optimization with Auxiliary Information for Scientific Problems.
CoRR, 2021
An embedding method for unseen words considering contextual information and morphological information.
Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Source Model Selection for Transfer Learning of Image Classification using Supervised Contrastive Loss.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2021
2020
Interpretable Neuroevolutionary Models for Learning Non-Differentiable Functions and Programs.
CoRR, 2020
"How are you?" Estimation of anxiety, sleep quality, and mood using computational voice analysis.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning.
CoRR, 2019
2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
High impedance holographic metasurfaces for conformal and high gain antenna applications.
Proceedings of the 15th IEEE Annual Consumer Communications & Networking Conference, 2018
2014
IEEE Trans. Affect. Comput., 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
The INTERSPEECH 2013 computational paralinguistics challenge: social signals, conflict, emotion, autism.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Detecting pathological speech using local and global characteristics of harmonic-to-noise ratio.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2013
2012
Predicting the conflict level in television political debates: an approach based on crowdsourcing, nonverbal communication and gaussian processes.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012
Annotation and Recognition of Personality Traits in Spoken Conversations from the AMI Meetings Corpus.
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012
Automatic detection of conflicts in spoken conversations: Ratings and analysis of broadcast political debates.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Supervised acoustic topic model with a consequent classifier for unstructured audio classification.
Proceedings of the 10th International Workshop on Content-Based Multimedia Indexing, 2012
2011
Modeling high-level descriptions of real-life physical activities using latent topic modeling of multimodal sensor signals.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Proceedings of the 2010 IEEE International Workshop on Multimedia Signal Processing, 2010
A study of intra-speaker and inter-speaker affective variability using electroglottograph and inverse filtered glottal waveforms.
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the 18th European Signal Processing Conference, 2010
2009
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
Strategies to Improve the Robustness of Agglomerative Hierarchical Clustering Under Data Source Variation for Speaker Diarization.
IEEE Trans. Speech Audio Process., 2008
Lang. Resour. Evaluation, 2008
Proceedings of the International Workshop on Multimedia Signal Processing, 2008
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008
2007
Real-time Emotion Detection System using Speech: Multi-modal Fusion of Different Timescale Features.
Proceedings of the IEEE 9th Workshop on Multimedia Signal Processing, 2007
Robust speaker clustering strategies to data source variation for improved speaker diarization.
Proceedings of the IEEE Workshop on Automatic Speech Recognition & Understanding, 2007
2005
IEEE Signal Process. Lett., 2005
A noise-robust pitch synchronous feature extraction algorithm for speaker recognition systems.
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005
2004
Proceedings of the 8th International Conference on Spoken Language Processing, 2004
Proceedings of the 8th International Conference on Spoken Language Processing, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
2001
Proceedings of the 17th International Conference on Data Engineering, 2001