Researcher Database | Faculty of Engineering Department of Information and Computer Science | Shun Matsukawa |

（Last updated : 2023-10-19 11:34:11）

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Shun Matsukawa

Department / Course Hokkaido University of Science Faculty of Engineering Department of Information and Computer Science

Job Lecturer

Main Subject
Data Science

Academic background
2018/03 Degree Acquisition

Book and thesis
Papers	DynamicSMOTEtrainingofneuralnetworksusedinreal-timepricingcontrolforbuildingair-conditioners IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING (Co-authored) 2019/11
Papers	Predictionmodelondisturbanceofmaintenanceoperationduringreal-timepricingadaptivecontrolforbuildingair-conditioners IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING (Co-authored) 2019/08

Academic conference presentation
2021/11/06	A Feasibility Study of Drum Groove Extraction Using Distribution of Intermediate Layers Activations in LSTM (2021 JOINT CONVENTION, THE HOKKAIDO CHAPTERS OF THE INSTITUTES OF ELECTRICAL AND INFORMATION ENGINEERS, JAPAN)
2020/06	LSTM Neural Network for Fine-Granularity Estimation on Baseline Load of Fast Demand Response (Proc. of the 21th Engineering Applications of Neural Networks Conference)
2019/11	One-hour-ahead Price Prediction Model by Using LSTM Neural Network on Electricity Power Whole-sale Market (Proc. of International Conference of Materials and Systems for Sustainability)
2019/09	LSTM Prediction on Sudden Occurrence of Maintenance Operation of Air-Conditioners in Real-Time Pricing Adaptive Control (Proc. of the 28th International Conference on Artificial Neural Networks)
2019/05	Stable Segment Method for Multiple Linear Regression on Baseline Estimation for Smart Grid Fast Automated Demand Response (Proc. of the IEEE PES Innovative Smart Grid Technologies Asia)
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