PUBLICATIONS

논문

최근 발표한 연구 성과입니다. 전체 목록은 Google Scholar에서도 확인하실 수 있습니다.

2025

Node classification in networks via simplicial interactions

**Eun-Ho Koo**, T. Lim

IEEE Transactions on Neural Networks and Learning Systems, 36(8), 14428–14439

@article{koo2025node,
  title   = {Node classification in networks via simplicial interactions},
  author  = {Koo, Eun-Ho and Lim, T.},
  journal = {IEEE Transactions on Neural Networks and Learning Systems},
  volume  = {36},
  number  = {8},
  pages   = {14428--14439},
  year    = {2025}
}

Node classification via simplicial interaction with augmented maximal clique selection

**Eun-Ho Koo**, T. Lim

Neurocomputing, 658, 131705

@article{koo2025augmented,
  title   = {Node classification via simplicial interaction with augmented maximal clique selection},
  author  = {Koo, Eun-Ho and Lim, T.},
  journal = {Neurocomputing},
  volume  = {658},
  pages   = {131705},
  year    = {2025}
}

2024

Centralized decomposition approach in LSTM for Bitcoin price prediction

**Eun-Ho Koo**, G. Kim

Expert Systems with Applications, 237, 121401

@article{koo2024centralized,
  title   = {Centralized decomposition approach in {LSTM} for Bitcoin price prediction},
  author  = {Koo, Eun-Ho and Kim, G.},
  journal = {Expert Systems with Applications},
  volume  = {237},
  pages   = {121401},
  year    = {2024}
}

2023

Multi-task learning for simultaneous retrievals of passive microwave precipitation estimates and rain/no-rain classification

T. Bannai, H. Xu, N. Utsumi, **Eun-Ho Koo**, K. Lu, H. Kim

Geophysical Research Letters, 50(7), e2022GL102283

@article{bannai2023multitask,
  title   = {Multi-task learning for simultaneous retrievals of passive microwave precipitation estimates and rain/no-rain classification},
  author  = {Bannai, T. and Xu, H. and Utsumi, N. and Koo, Eun-Ho and Lu, K. and Kim, H.},
  journal = {Geophysical Research Letters},
  volume  = {50},
  number  = {7},
  pages   = {e2022GL102283},
  year    = {2023}
}

A new neural network approach for predicting the volatility of stock market

**Eun-Ho Koo**, G. Kim

Computational Economics, 61(4), 1665–1679

@article{koo2023neural,
  title   = {A new neural network approach for predicting the volatility of stock market},
  author  = {Koo, Eun-Ho and Kim, G.},
  journal = {Computational Economics},
  volume  = {61},
  number  = {4},
  pages   = {1665--1679},
  year    = {2023}
}

2022

A hybrid prediction model integrating GARCH models with a distribution manipulation strategy based on LSTM networks for stock market volatility

**Eun-Ho Koo**, G. Kim

IEEE Access, 10, 34743–34754

@article{koo2022hybrid,
  title   = {A hybrid prediction model integrating {GARCH} models with a distribution manipulation strategy based on {LSTM} networks for stock market volatility},
  author  = {Koo, Eun-Ho and Kim, G.},
  journal = {IEEE Access},
  volume  = {10},
  pages   = {34743--34754},
  year    = {2022}
}

2021

Prediction of Bitcoin price based on manipulating distribution strategy

**Eun-Ho Koo**, G. Kim

Applied Soft Computing, 110, 107738

@article{koo2021prediction,
  title   = {Prediction of Bitcoin price based on manipulating distribution strategy},
  author  = {Koo, Eun-Ho and Kim, G.},
  journal = {Applied Soft Computing},
  volume  = {110},
  pages   = {107738},
  year    = {2021}
}

Empirical strategy for stretching probability distribution in neural-network-based regression

**Eun-Ho Koo**, H. Kim

Neural Networks, 140, 113–120

@article{koo2021empirical,
  title   = {Empirical strategy for stretching probability distribution in neural-network-based regression},
  author  = {Koo, Eun-Ho and Kim, H.},
  journal = {Neural Networks},
  volume  = {140},
  pages   = {113--120},
  year    = {2021}
}

2017

Explicit formula for the valuation of catastrophe put option with exponential jump and default risk

**Eun-Ho Koo**, G. Kim

Chaos, Solitons & Fractals, 101, 1–7

@article{koo2017explicit,
  title   = {Explicit formula for the valuation of catastrophe put option with exponential jump and default risk},
  author  = {Koo, Eun-Ho and Kim, G.},
  journal = {Chaos, Solitons \& Fractals},
  volume  = {101},
  pages   = {1--7},
  year    = {2017}
}

2016

Closed-form pricing formula for exchange option with credit risk

G. Kim, **Eun-Ho Koo**

Chaos, Solitons & Fractals, 91, 221–227

@article{kim2016closed,
  title   = {Closed-form pricing formula for exchange option with credit risk},
  author  = {Kim, G. and Koo, Eun-Ho},
  journal = {Chaos, Solitons \& Fractals},
  volume  = {91},
  pages   = {221--227},
  year    = {2016}
}