教員情報 - 森田　尭

モリタ　タカシ MORITA Takashi
森田　尭

所属創発学術院

ＡＩ数理データサイエンスセンター

職名特任講師

著書・論文歴
論文	Gated Variable Selection Neural Network for Multimodal Sleep Quality Assessment Artificial Neural Networks and Machine Learning – ICANN 2023,288-299頁 2023/09/22
論文	Granger causality-based cluster sequence mining for spatio-temporal causal relation mining International Journal of Data Science and Analytics 2023/07/03
論文	Noise-aware physics-informed machine learning for robust PDE discovery Machine Learning: Science and Technology 4 (1),015009-15009頁 2023/03/01
論文	Multi-Kernel Temporal and Spatial Convolution for EEG-Based Emotion Classification Sensors 22 (21),8250 2022/10/27
論文	CT画像と深層学習を用いた骨格標本上の形態学的変異の可視化と発見サイバーメディアHPCジャーナル 12,33-36頁 2022/09
論文	On the Relation Between Context Dependency and Vocabulary in Human Language and Birdsong Proceedings of the Joint Conference on Language Evolution (JCoLE),517-524頁 2022/09
論文	印象派の絵画推薦に向けた特徴量の選定人工知能学会全国大会論文集 36,1-3頁 2022/07
論文	動物音声認識のための教師なし機械学習生産と技術 74 (3),45-47頁 2022/06
論文	Analyzing and visualizing morphological features using machine learning techniques and non‐big data: A case study of macaque mandibles American Journal of Biological Anthropology 178 (1),44-53頁 2022/05
論文	認知・行動科学のための機械学習日本音響学会2022年春季研究発表会講演論文集,1439-1440頁 2022/02/23
論文	Statistical Evidence for Learnable Lexical Subclasses in Japanese Linguistic Inquiry 53 (1),87-120頁 2022/01/12
論文	Measuring context dependency in birdsong using artificial neural networks PLOS Computational Biology 17 (12),e1009707-e1009707頁 2021/12/28
論文	Effects of short-term isolation on social animals' behavior: An experimental case study of Japanese macaque Ecological Informatics 66,101435-101435頁 2021/12
論文	Soft Periodic Convolutional Recurrent Network for Spatiotemporal Climate Forecast Applied Sciences 11 (20),9728-9728頁 2021/10/18
論文	Nonparametric Analysis of Inter‐Individual Relations Using an Attention‐Based Neural Network Methods in Ecology and Evolution 12 (8),1425-1440頁 2021/08
論文	Exploring TTS Without T Using Biologically/Psychologically Motivated Neural Network Modules (ZeroSpeech 2020) Interspeech 2020,4856-4860頁 2020/10/25
論文	Animals exhibit consistent individual differences in their movement: A case study on location trajectories of Japanese macaques Ecological Informatics 56,101057-101057頁 2020/03
論文	Difficulties in analysing animal song under formal language theory framework: comparison with metric-based model evaluation Royal Society Open Science 7 (2),192069-192069頁 2020/02
論文	Superregular grammars do not provide additional explanatory power but allow for a compact analysis of animal song Royal Society Open Science 6 (7),190139-190139頁 2019/07/26
論文	Neural language models as psycholinguistic subjects: Representations of syntactic state Proceedings of the 2019 Conference of the North,32-42頁 2019
論文	Unsupervised learning of lexical subclasses from phonotactics 2018/09
論文	What do RNN Language Models Learn about Filler-Gap Dependencies? Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP(BlackboxNLP@EMNLP),211-221頁 2018
論文	Scalar implicatures in non-monotonic environments Semantics and Linguistic Theory,205-223頁 2016/10/15
論文	テナガザルの歌は「歌」といえるか？霊長類研究 Supplement 32,44-44頁 2016