Jongho Im

17 papers A 1B 1Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Calibrated mixup for imbalanced regression on tabular data.
Pattern Recognit.
Nathaniel Kang, Kibok Lee, Jongho Im
2026 J jnl
Generalized additive models for mixed-data regression using informal data.
Appl. Soft Comput.
Nathaniel Kang, Hyun Hak Kim, Jongho Im
2025 A conf
A Generalized Theory of Mixup for Structure-Preserving Synthetic Data.
AISTATS
Chungpa Lee, Jongho Im, Joseph H. T. Kim
2025 J jnl
A Generalized Theory of Mixup for Structure-Preserving Synthetic Data.
CoRR
Chungpa Lee, Jongho Im, Joseph H. T. Kim
2025 J jnl
Online News-Based Economic Sentiment Index.
IEEE Trans. Big Data
Nathaniel Kang, Dongeun Min, Yonghun Cho, Dong-Whan Ko, Hyun Hak Kim, Joon Yeon Choeh, Jongho Im
2025 J jnl
Optimizing Federated Learning: Addressing Key Challenges in Real-World Applications.
IEEE Internet Things J.
Nathaniel Kang, Yugyeong Lim, Jongho Im
2025 J jnl
Re-Sampling Calibrated SNN Loss: A Robust Approach to Non-IID Data in Federated Learning.
Expert Syst. J. Knowl. Eng.
Nathaniel Kang, Jongho Im
2024 B conf
Overcoming Data Imbalance in Federated Learning with Calibration Weighting.
IEEE Big Data
Nathaniel Kang, Yugyeong Lim, Jongho Im
2024 J jnl
Relabeling & raking algorithm for imbalanced classification.
Expert Syst. Appl.
Seunghwan Park, Hae-Hwan Lee, Jongho Im
2023 J jnl
A New Global Measure to Simultaneously Evaluate Data Utility and Privacy Risk.
IEEE Trans. Inf. Forensics Secur.
Donghoon Jeong, Joseph H. T. Kim, Jongho Im
2023 J jnl
Resampling approach for one-Class classification.
Pattern Recognit.
Hae-Hwan Lee, Seunghwan Park, Jongho Im
2020 J jnl
A least squares-type density estimator using a polynomial function.
Comput. Stat. Data Anal.
Jongho Im, Kosuke Morikawa, Hyung-Tae Ha
2020 J jnl
Impacts of Fractional Hot-Deck Imputation on Learning and Prediction of Engineering Data.
IEEE Trans. Knowl. Data Eng.
Ikkyun Song, Yicheng Yang, Jongho Im, Tong Tong, Halil Ceylan, In Ho Cho
2019 J jnl
Confirmatory Aspect-based Opinion Mining Processes.
CoRR
Jongho Im, Taikgun Song, Youngsu Lee, Jewoo Kim
2018 J jnl
FHDI: An R Package for Fractional Hot Deck Imputation.
R J.
Jongho Im, In Ho Cho, Jae-Kwang Kim
2016 J jnl
A post-hoc genome-wide association study using matched samples.
Int. J. Data Min. Bioinform.
Jungsoo Gim, Sungkyoung Choi, Jongho Im, Jae-Kwang Kim, Taesung Park
2014 — conf
Genome-wide association analysis with matched samples discloses additional novel risk loci.
BIBM
Jungsoo Gim, Sungkyoung Choi, Jongho Im, Jae-Kwang Kim, Taesung Park