Jongho Im

According to our database, Jongho Im authored at least 15 papers between 2014 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Generalized additive models for mixed-data regression using informal data.

Nathaniel Kang, Hyun Hak Kim, Jongho Im

Appl. Soft Comput., 2026

2025

Online News-Based Economic Sentiment Index.

Nathaniel Kang, Dongeun Min, Yonghun Cho, Dong-Whan Ko, Hyun Hak Kim, Joon Yeon Choeh, Jongho Im

IEEE Trans. Big Data, June, 2025

Optimizing Federated Learning: Addressing Key Challenges in Real-World Applications.

Nathaniel Kang, Yugyeong Lim, Jongho Im

IEEE Internet Things J., June, 2025

Re-Sampling Calibrated SNN Loss: A Robust Approach to Non-IID Data in Federated Learning.

Nathaniel Kang, Jongho Im

Expert Syst. J. Knowl. Eng., 2025

A Generalized Theory of Mixup for Structure-Preserving Synthetic Data.

Chungpa Lee, Jongho Im, Joseph H. T. Kim

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Relabeling & raking algorithm for imbalanced classification.

Seunghwan Park, Hae-Hwan Lee, Jongho Im

Expert Syst. Appl., 2024

Overcoming Data Imbalance in Federated Learning with Calibration Weighting.

Nathaniel Kang, Yugyeong Lim, Jongho Im

Proceedings of the IEEE International Conference on Big Data, 2024

2023

Resampling approach for one-Class classification.

Hae-Hwan Lee, Seunghwan Park, Jongho Im

Pattern Recognit., November, 2023

A New Global Measure to Simultaneously Evaluate Data Utility and Privacy Risk.

Donghoon Jeong, Joseph H. T. Kim, Jongho Im

IEEE Trans. Inf. Forensics Secur., 2023

2020

Impacts of Fractional Hot-Deck Imputation on Learning and Prediction of Engineering Data.

Ikkyun Song, Yicheng Yang, Jongho Im, Tong Tong, Halil Ceylan, In Ho Cho

IEEE Trans. Knowl. Data Eng., 2020

A least squares-type density estimator using a polynomial function.

Jongho Im, Kosuke Morikawa, Hyung-Tae Ha

Comput. Stat. Data Anal., 2020

2019

Confirmatory Aspect-based Opinion Mining Processes.

Jongho Im, Taikgun Song, Youngsu Lee, Jewoo Kim

CoRR, 2019

2018

FHDI: An R Package for Fractional Hot Deck Imputation.

Jongho Im, In Ho Cho, Jae-Kwang Kim

R J., 2018

2016

A post-hoc genome-wide association study using matched samples.

Jungsoo Gim, Sungkyoung Choi, Jongho Im, Jae-Kwang Kim, Taesung Park

Int. J. Data Min. Bioinform., 2016

2014

Genome-wide association analysis with matched samples discloses additional novel risk loci.

Jungsoo Gim, Sungkyoung Choi, Jongho Im, Jae-Kwang Kim, Taesung Park

Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014