Publication

@conference{nokey,

title = {Enabling Skew-aware Federated Learning on Embedded Systems via Non-IID Data Distribution Type Estimation},

author = {Tatsuya Nishio and Hiroki NIshikawa and Ittetsu Taniguchi and Takao Onoye},

doi = {https://dl.acm.org/doi/10.1145/3742874.3756007},

year  = {2025},

date = {2025-12-05},

urldate = {2025-12-05},

booktitle = {EMSOFT '25: Proceedings of the International Conference on Embedded Software},

pages = {3 - 6},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{nokey,

title = {Integrated Forecasting and Cooling-Based Ramp Rate Control for Energy Systems},

author = {Koki Iwabuchi},

url = {https://dl.acm.org/doi/10.1145/3736425.3772196},

doi = {10.1145/3736425.3772196},

year  = {2025},

date = {2025-11-11},

urldate = {2025-11-11},

booktitle = {Proceedings of the 12th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation},

pages = {353 - 354},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{nokey,

title = {HVAC Aggregation for Multi-priority Demand Flexibility:Lessons learn on On-site Experiments},

author = {Dafang Zhao and Yang Deng and Toshihiro Suzuki and Ittetsu Taniguchi and Takao Onoye},

url = {https://dl.acm.org/doi/abs/10.1145/3736425.3770099},

doi = {10.1145/3736425.3770099},

year  = {2025},

date = {2025-11-11},

urldate = {2025-11-11},

booktitle = {Proceedings of the 12th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation},

pages = {243 - 247},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{nokey,

title = {Poster: Criticality-Aware Drone Routing for Post-Disaster Delivery Under Deadline and Energy Constraints},

author = {Daichi Iwasa and Hiroki Nishikawa},

doi = {https://doi.org/10.1109/RTCSA66114.2025.00037},

year  = {2025},

date = {2025-08-20},

urldate = {2025-08-20},

pages = {243-244},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{nokey,

title = {Adversarial Learning-Based Reconstruction of Low Sampling Rate Images for Classification},

author = {Liu Luyang and Nishikawa Hiroki and Zhou Jinjia and Taniguchi Ittetsu and Onoye Takao},

url = {https://ieeexplore.ieee.org/abstract/document/11107145},

doi = {10.1109/NewCAS64648.2025.11107145},

year  = {2025},

date = {2025-08-14},

booktitle = {2025 23rd IEEE Interregional NEWCAS Conference (NEWCAS)},

pages = {138-142},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{nokey,

title = {Improving Accuracy of Urinary Sediment Particles Based on Hierarchical Multi-Class Classification},

author = {Naoya Oda and Hiroki Nishikawa and Ittetsu Taniguchi and Takao Onoye},

doi = {https://doi.org/10.1109/NewCAS64648.2025.11107135},

year  = {2025},

date = {2025-08-14},

urldate = {2025-08-14},

pages = {187-191},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{nokey,

title = {Balancing Efficiency and Comfort for Intersection Coordination in Autonomous Driving},

author = {Fuma Sawa and Sangyoung Park and Muzaffer Citir and Hiroki Nishikawa and Ittetsu Taniguchi and Takao Onoye},

year  = {2025},

date = {2025-06-18},

booktitle = {Proceedings of the 2025 IEEE 101st Vehicular Technology Conference (VTC2025-Spring)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{nokey,

title = {Multi-time Scale Energy Management for Efficient Residential Energy Use with Electric Water Heaters},

author = {Shuhei Mitsunaga and Dafang Zhao and Hiroki Nishikawa and Ittetsu Taniguchi and Takao Onoye},

url = {https://doi.org/10.1145/3679240.3734673},

doi = {10.1145/3679240.3734673},

year  = {2025},

date = {2025-06-16},

booktitle = {Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems},

pages = {976-978},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{nokey,

title = {A Deep Reinforcement Learning- and Linear Programming-based Hierarchical Aggregation Framework for Demand-side Flexibility},

author = {Ren Sasaki and Dafang Zhao and Hiroki Nishikawa and Ittetsu Taniguchi and Takao Onoye},

url = {https://doi.org/10.1145/3679240.3734672},

doi = {10.1145/3679240.3734672},

year  = {2025},

date = {2025-06-16},

booktitle = {Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems},

pages = {973-975},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{nokey,

title = {Ramp Rate Control for PV Systems Using Solar Irradiance Forecasting with Wavelet Transform and LSTM},

author = {Koki Iwabuchi and Dafang Zhao and Ittetsu Taniguchi and Francky Catthoor and Takao Onoye},

url = {https://doi.org/10.1145/3679240.3734679},

doi = {10.1145/3679240.3734679},

year  = {2025},

date = {2025-06-16},

urldate = {2025-06-16},

journal = {Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems},

pages = {987-988},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{nokey,

title = {Robust Classification of Urinary Sediment with Limited Data Through Semi-supervised Ensemble Models},

author = {Tasuku Koyama and Naoya Oda and Yuri Yano and Hiroki Nishikawa and Ittetsu Taniguchi and Takao Onoye},

url = {https://ieeexplore.ieee.org/document/10980938},

doi = {10.1109/ISBI60581.2025.10980938},

year  = {2025},

date = {2025-04-14},

urldate = {2025-04-14},

booktitle = {Proceedings of The 22nd IEEE International Symposium on Biomedical Imaging },

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{nokey,

title = {Operation Shuffling with Multiple S-boxes against Power Analysis Attacks},

author = {Shota Kajiya and Hiroki Nishikawa and Kota Yoshida and Ittetsu Taniguchi and Takao Onoye},

doi = {https://doi.org/10.1109/ICEIC64972.2025.10879693},

year  = {2025},

date = {2025-01-19},

pages = {1-4},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{nokey_29,

title = {Poster abstract: Indoor Temperature Prediction for HVAC Energy Management using Smart Remote Controller},

author = {Ren Sasaki and Kenshiro Kato and Dafang Zhao and Hiroki Nishikawa and Ittetsu Taniguchi and Takao Onoye},

url = {https://doi.org/10.1145/3671127.3698702},

doi = {10.1145/3671127.3698702},

year  = {2024},

date = {2024-10-29},

urldate = {2024-10-29},

booktitle = {The 11th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation},

pages = {225-226},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{nokey_28,

title = {Poster abstract: Model Predictive Control based Scheduling for an Electric Heat Pump Water Heating System via Photovoltaics},

author = {Shuhei Mitsunaga and Dafang Zhao and Hiroki Nishikawa and Ittesu Taniguchi and Takao Onoye},

url = {https://doi.org/10.1145/3671127.3698701},

doi = {10.1145/3671127.3698701},

year  = {2024},

date = {2024-10-29},

urldate = {2024-10-29},

booktitle = {The 11th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation},

pages = {223 - 224},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{nokey,

title = {Thermal Comfort-aware Aggregation via Multi-HVAC Systems for Demand-side Flexibility},

author = {Ren Sasaki and Shotaro Nonaka and Dafang Zhao and Hiroki Nishikawa and Ittetsu Taniguchi and Takao Onoye},

url = {https://doi.org/10.1145/3632775.3661975},

doi = {10.1145/3632775.3661975},

year  = {2024},

date = {2024-05-31},

urldate = {2024-05-31},

booktitle = {Proceedings of the 15th ACM International Conference on Future and Sustainable Energy Systems},

pages = {480-481},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{nokey,

title = {Extending Multi-time Scale Energy Management System to Support Wind Power Generation},

author = {Shuhei Mitsunaga and Dafang Zhao and Hiroki Nishikawa and Ittetsu Taniguchi and Takao Onoye},

url = {https://doi.org/10.1145/3632775.3661978},

doi = {10.1145/3632775.3661978},

year  = {2024},

date = {2024-05-31},

booktitle = {Proceedings of the 15th ACM International Conference on Future and Sustainable Energy Systems},

pages = {486-487},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{nokey,

title = {Adaptive Sampling for Computer Vision-Oriented Compressive Sensing},

author = {Luyang Liu and Hiroki Nishikawa and Jinjia Zhou and Ittetsu Taniguchi and Takao Onoye},

url = {https://doi.org/10.1145/3595916.3626741},

doi = {10.1145/3595916.3626741},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

booktitle = {ACM Multimedia Asia 2023 (MMAsia '23)},

pages = {1-5},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{nokey,

title = {RNN-based Non-Intrusive Thermal Load Disaggregation and Forecasting for HVAC Systems},

author = {Naoya Kaneko and Naoya Kaneko and Kazuki Okazawa and Dafang Zhao and Hiroki Nishikawa and Ittetsu Taniguchi and Takao Onoye },

url = {https://doi.org/10.1145/3600100.3626266},

doi = {10.1145/3600100.3626266},

year  = {2023},

date = {2023-11-15},

urldate = {2023-11-15},

booktitle = {BuildSys '2023},

pages = {292-293},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{nokey,

title = {Comfort-aware HVAC Aggregation Method based on Deep Reinforcement Learning},

author = {Shotaro Nonaka and Ittetsu Taniguchi and Hiroki Nishikawa and Dafang Zhao and Francky Catthoor and Takao Onoye.},

url = {https://doi.org/10.1145/3600100.3626265},

doi = {10.1145/3600100.3626265},

year  = {2023},

date = {2023-11-15},

urldate = {2023-11-15},

booktitle = {BuildSys '23},

pages = {290–291},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{nokey,

title = {Improvement of YOLOv7 with Attention Modules for Urinary Sediment Particle Detection},

author = {Tatsuki Komori and Hiroki Nishikawa and Ittetsu Taniguchi and Takao Onoye},

url = {https://ieeexplore.ieee.org/abstract/document/10388661},

doi = {10.1109/BioCAS58349.2023.10388661},

year  = {2023},

date = {2023-10-19},

urldate = {2023-10-19},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{nokey,

title = {Flexible Electricity Demand Forecasting Based on mRMR Feature Selection and WT-LSTM},

author = {Koki Iwabuchi},

url = {https://userarea.eupvsec.org/proceedings/EU-PVSEC-2023/5CO.6.1/},

doi = {10.4229/EUPVSEC2023/5CO.6.1},

year  = {2023},

date = {2023-09-20},

booktitle = {40th European Photovoltaic Solar Energy Conference and Exhibition},

pages = {020491-001 - 020491-004},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{nokey,

title = {Exploring Models of Electricity Price Forecasting: Case Study on A FCAS Market},

author = {Kenshiro Kato and Koki Iwabuchi and Daichi Watari and Dafang Zhao and Hiroki Nishikawa and Ittetsu Taniguchi and Takao Onoye},

url = {https://dl.acm.org/doi/abs/10.1145/3599733.3600258},

doi = {10.1145/3599733.3600258},

year  = {2023},

date = {2023-06-20},

urldate = {2023-06-20},

pages = {115-119},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}