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Huidong Tang, Sayaka Kamei and Yasuhiko Morimoto
Text classification is widely studied in natural language processing (NLP). Deep learning models, including large pre-trained models like BERT and DistilBERT, have achieved impressive results in text classification tasks. However, these models? robustnes...
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Hisashi Hayashi, Yasuyuki Okazaki, Daisuke Sakai, Shingo Morimoto and Masato Shinji
In tunnel construction in gravel-mixed ground, it is extremely important to predict the risk of gravel dropout and the accompanying large deformation of the substrate ground. The distribution and shape of gravel vary, and it is difficult to reproduce the...
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Zilai Zheng, Takehiro Morimoto and Yuji Murayama
The site-suitability analysis (SSA) of parcel-pickup lockers (PPLs) is becoming a critical problem in last-mile logistics. Most studies have focused on the site-selection problem to identify the best site from given potential sites in specific areas, whi...
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Yepeng Cheng, Zuren Liu and Yasuhiko Morimoto
Traditional time series forecasting techniques can not extract good enough sequence data features, and their accuracies are limited. The deep learning structure SeriesNet is an advanced method, which adopts hybrid neural networks, including dilated causa...
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Zilai Zheng, Takehiro Morimoto and Yuji Murayama
The use of parcel-pickup points (PPPs) is an effective approach for solving the last-mile problem. However, few studies provide specific guidance for the optimal organization of PPPs. Here, a geographic information system(GIS)-based hybrid model was deve...
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DMSLB Dissanayake, Takehiro Morimoto, Manjula Ranagalage and Yuji Murayama
An urban heat island (UHI) is a phenomenon that shows a higher temperature in urban areas compared to surrounding rural areas due to the impact of impervious surface (IS) density, and other anthropogenic activities including changes of land use/land cove...
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Aya Morimoto, Shinji Nakamura, Masashiro Sugino, Kosuke Koyano, Yinmon Htun, Makoto Arioka, Noriko Fuke, Ami Mizuo, Takayuki Yokota, Ikuko Kato, Yukihiko Konishi, Sonoko Kondo, Takashi Iwase, Saneyuki Yasuda and Takashi Kusaka
The aim of this study was to use near-infrared time-resolved spectroscopy (TRS) to determine the absolute values of cerebral blood volume (CBV) and cerebral hemoglobin oxygen saturation (ScO2) during the immediate transition period in term neonates and t...
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Md. Anisuzzaman Siddique, Hao Tian, Mahboob Qaosar and Yasuhiko Morimoto
The skyline query and its variant queries are useful functions in the early stages of a knowledge-discovery processes. The skyline query and its variant queries select a set of important objects, which are better than other common objects in the dataset....
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Shinji Morimoto, Takuya Serizawa, Seiichiro Honda
Pág. 331 - 343
Old and large railway facilities tend to lose their efficiency as the years pass. Shinagawa depot, located 6 km from Tokyo Station, is one of the largest depots in Japan (approximately 22 ha), with a history of over 90 years. Due to the increase in the n...
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Miho Morimoto, Glenn Juday and Brian Young
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