Ahmad Wisnu Mulyadi

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Manifold Learning

Chronic Hepatitis

Top Venues

IEEE Trans. Cybern.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Seungwoo Jeong, Wonjun Ko, Ahmad Wisnu Mulyadi, Heung-Il Suk
Deep Efficient Continuous Manifold Learning for Time Series Modeling. IEEE Trans. Pattern Anal. Mach. Intell. 46 (1) (2024)
Ahmad Wisnu Mulyadi, Heung-Il Suk
KindMed: Knowledge-Induced Medicine Prescribing Network for Medication Recommendation. CoRR (2023)
Ahmad Wisnu Mulyadi, Wonsik Jung, Kwanseok Oh, Jee Seok Yoon, Kun Ho Lee, Heung-Il Suk
Estimating explainable Alzheimer's disease likelihood map via clinically-guided prototype learning. NeuroImage 273 (2023)
Kwanseok Oh, Da-Woon Heo, Ahmad Wisnu Mulyadi, Wonsik Jung, Eunsong Kang, Kun Ho Lee, Heung-Il Suk
A Quantitatively Interpretable Model for Alzheimer's Disease Prediction Using Deep Counterfactuals. CoRR (2023)
Ahmad Wisnu Mulyadi, Eunji Jun, Heung-Il Suk
Uncertainty-Aware Variational-Recurrent Imputation Network for Clinical Time Series. IEEE Trans. Cybern. 52 (9) (2022)
Ahmad Wisnu Mulyadi, Wonsik Jung, Kwanseok Oh, Jee Seok Yoon, Heung-Il Suk
XADLiME: eXplainable Alzheimer's Disease Likelihood Map Estimation via Clinically-guided Prototype Learning. CoRR (2022)
Seungwoo Jeong, Wonjun Ko, Ahmad Wisnu Mulyadi, Heung-Il Suk
Continuous Riemannian Geometric Learning for Sleep Staging Classification. BCI (2022)
Seungwoo Jeong, Wonjun Ko, Ahmad Wisnu Mulyadi, Heung-Il Suk
Efficient Continuous Manifold Learning for Time Series Modeling. CoRR (2021)
Wonjun Ko, Wonsik Jung, Eunjin Jeon, Ahmad Wisnu Mulyadi, Heung-Il Suk
ENGINE: Enhancing Neuroimaging and Genetic Information by Neural Embedding. ICDM (2021)
Eunji Jun, Ahmad Wisnu Mulyadi, Jaehun Choi, Heung-Il Suk
Uncertainty-Gated Stochastic Sequential Model for EHR Mortality Prediction. IEEE Trans. Neural Networks Learn. Syst. 32 (9) (2021)
Eunji Jun, Ahmad Wisnu Mulyadi, Jaehun Choi, Heung-Il Suk
Uncertainty-Gated Stochastic Sequential Model for EHR Mortality Prediction. CoRR (2020)
Ahmad Wisnu Mulyadi, Eunji Jun, Heung-Il Suk
Uncertainty-Aware Variational-Recurrent Imputation Network for Clinical Time Series. CoRR (2020)
Eunji Jun, Ahmad Wisnu Mulyadi, Heung-Il Suk
Stochastic Imputation and Uncertainty-Aware Attention to EHR for Mortality Prediction. IJCNN (2019)
Wonsik Jung, Ahmad Wisnu Mulyadi, Heung-Il Suk
Unified Modeling of Imputation, Forecasting, and Prediction for AD Progression. MICCAI (4) (2019)