Jang-Ho Choi

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 13

Top Topics

Partial Least Squares

Gaussian Process Latent Variable Models

Social Relations

Top Venues

Publications

Jang-Ho Choi, Moonyoung Chung, Jiyong Kim
An Augmentation-agnostic Semantic Preserving Technique for Data Generation. BigData (2023)
Jang-Ho Choi, Moonyoung Chung, Taewhi Lee, Jiyong Kim
Towards Better Time-series Data Augmentation for Contrastive Learning. ICTC (2023)
Taewhi Lee, Miyoung Jang, Jang-Ho Choi, Jongho Won, Jiyong Kim
Exploiting Heterogeneous Monitoring Data for Spatiotemporal Algal Bloom Prediction. ICAIIC (2022)
Taesung Kim, Jinhee Kim, Yunwon Tae, Cheonbok Park, Jang-Ho Choi, Jaegul Choo
Reversible Instance Normalization for Accurate Time-Series Forecasting against Distribution Shift. ICLR (2022)
Beomsoo Kim, Jang-Ho Choi, Jaegul Choo
Augmenting Imbalanced Time-series Data via Adversarial Perturbation in Latent Space. ACML (2021)
Jinhee Kim, Taesung Kim, Jang-Ho Choi, Jaegul Choo
End-to-end Multi-task Learning of Missing Value Imputation and Forecasting in Time-Series Data. ICPR (2020)
Taewhi Lee, Jang-Ho Choi, Miyoung Jang, Jongho Won, Jiyong Kim
Enhancing Prediction of Chlorophyll-a Concentration with Feature Extraction using Higher-Order Partial Least Squares. ICTC (2020)
Jang-Ho Choi, Jiyong Kim, Jongho Won, Ok-Gee Min
Modelling Chlorophyll-a Concentration using Deep Neural Networks considering Extreme Data Imbalance and Skewness. ICACT (2019)
Junyong Park, Jang-Ho Choi, Yong-Ju Lee, Ok-Gee Min
A Layered Features Analysis in Smart Farm Environments. BDIOT (2017)
Dong-Oh Kang, Jang-Ho Choi, Joonyoung Jung, Kyuchang Kang, Changseok Bae
SDIF: Social device interaction framework for encounter and play in smart home service. IEEE Trans. Consumer Electron. 62 (1) (2016)
Joon-Young Jung, Dong-Oh Kang, Jang-Ho Choi, Chang-Seok Bae
Real-time distance awareness algorithm based on wireless signal strength and accelerometer sensor of smart device in an indoor environment. ICCE-Berlin (2015)
Joonyoung Jung, Dong-Oh Kang, Jang-Ho Choi, Changseok Bae, Dae-Young Kim
Wireless Distance Estimation Based on Error Correction of Bluetooth RSSI. IEICE Trans. Commun. (6) (2015)
Jang-Ho Choi, Dong-Oh Kang, Joonyoung Jung
Enabling intelligent device communication using device sociality. ICCE-Berlin (2015)
Jang-Ho Choi, Dong-Oh Kang, Joonyoung Jung, Changseok Bae
Investigating correlations between human social relationships and online communications. ICTC (2014)
Jang-Ho Choi, Kyuchang Kang, Dong-Oh Kang, Sangkeun Yoo, Changseok Bae
Towards zero-configuration in device collaboration using device sociality. WF-IoT (2014)
Jang-Ho Choi, Jae-Hyun Cho, Han-Gyu Ko, In-Young Ko
Distributed Coordination of IoT-Based Services by Using a Graph Coloring Algorithm. COMPSAC (2013)
Jae-Hyun Cho, Jang-Ho Choi, Han-Gyu Ko, In-Young Ko
An Adaptive Quality Level Selection Method for Efficient QoS-Aware Service Composition. COMPSAC Workshops (2012)
Angel Jiménez Molina, Jang-Ho Choi, Jorge Gaete-Villegas, In-Young Ko
Cognitive Resource-Aware Adaptive Web Service Binding and Scheduling. Web Intelligence (2012)