Machine Learning
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- OTHERS (DOMESTIC)
- 地域の幾何的関係を考慮したマルチタスク回帰に基づく高性能な都市動態予報
- 安納 爽響 (東京工業大学), 坪内 孝太, 下坂 正倫 (東京工業大学)
- 情報処理学会ユビキタスコンピューティングシステム研究会
(IPSJ SIGUBI)
- December 16, 2020
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- JOURNAL (DOMESTIC)
- 質問−回答ペアを活用する半教師あり抽出型質問要約モデルとその学習法
- 石垣 達也 (産総研), 町田 和哉 (東工大), 小林 隼人, 高村 大也 (産総研/東工大), 奥村 学 (東工大)
- 自然言語処理
- December 15, 2020
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- CONFERENCE (INTERNATIONAL)
- Cross-Domain Rating Prediction for Market Development
- Yuki Otsuka (Kyoto univ.), Makoto P. Kato (Univ. Tsukuba), Sumio Fujita, Masatoshi Yoshikawa (Kyoto Univ.)
- The 2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT'20)
- December 14, 2020
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- CONFERENCE (INTERNATIONAL)
- ModelRecycling: Predicting user’s interest with connected predictive models
- Yoshiki Matsune (Ritsumeikan University), Kota Tsubouchi, Nobuhiko Nishio (Ritsumeikan University)
- 2020 IEEE International Conference on Big Data (IEEE BigData 2020)
- December 13, 2020
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- CONFERENCE (INTERNATIONAL)
- MOIRE: Mixed-Order Poisson Regression towards Fine-grained Urban Anomaly Detection at Nationwide Scale
- Masamichi Shimosaka (Tokyo Institute of Technology), Kota Tsubouchi, Yanru Chen (Tokyo Institute of Technology), Yoshiaki Ishihara (Tokyo Institute of Technology), Junichi Sato
- 2020 IEEE International Conference on Big Data (IEEE BigData 2020)
- December 13, 2020
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- CONFERENCE (INTERNATIONAL)
- Augmentation of Local Government FAQs using Community-based Question-answering Data
- Yohei Seki (Tsukuba Univ.), Masaki Oguni (Tsukuba Univ.), Sumio Fujita
- The 22nd International Conference on Information Integration and Web-based Applications & Services (iiWAS 2020)
- November 30, 2020
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- CONFERENCE (INTERNATIONAL)
- DualSIN: Dual Sequential Interaction Network for Human Intentional Mobility Prediction
- Quanjun Chen (The University of Tokyo), Renhe Jiang (The University of Tokyo), Chuang Yang (The University of Tokyo), Zekun Cai (The University of Tokyo), Zipei Fan (The University of Tokyo), Kota Tsubouchi, Xuan Song (The University of Tokyo), Ryosuke Shibasaki (The University of Tokyo)
- 28th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2020)
- November 23, 2020
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- CONFERENCE (INTERNATIONAL)
- Enabling Finer Grained Place Embeddings using Spatial Hierarchy from Human Mobility Trajectories
- Toru Shimizu, Takahiro Yabe (Purdue University), Kota Tsubouchi
- 28th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2020)
- November 23, 2020
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- CONFERENCE (INTERNATIONAL)
- Intercity Simulation of Human Mobility at Rare Events via Reinforcement Learning
- Takahiro Yabe (Purdue University), Kota Tsubouchi, Yoshihide Sekimoto (The University of Tokyo)
- 28th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2020)
- November 23, 2020
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- CONFERENCE (INTERNATIONAL)
- POI Atmosphere Categorization Using Web Search Session Behavior
- Kota Tsubouchi, Hayato Kobayashi, Toru Shimizu
- 28th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2020)
- November 23, 2020
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- CONFERENCE (INTERNATIONAL)
- Supervised-CityProphet: Towards Accurate Anomalous Crowd Prediction
- Soto Anno (Tokyo Institute of Technology), Kota Tsubouchi, Masamichi Shimosaka (Tokyo Institute of Technology)
- 28th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2020)
- November 23, 2020
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- WORKSHOP (DOMESTIC)
- Wi-Fi RTTを用いたデバイスフリー複数人屋内測位
- 須ヶ﨑 聖人 (東京工業大学), 坪内 孝太, 西尾 信彦 (立命館大学), 下坂 正倫 (東京工業大学)
- 情報処理学会ユビキタスコンピューティングシステム研究会 (IPSJ SIGUBI)
- September 30, 2020
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- CONFERENCE (INTERNATIONAL)
- Unsupervised Translation via Hierarchical Anchoring: Functional Mapping of Places across Cities
- Takahiro Yabe (Purdue University), Kota Tsubouchi, Toru Shimizu, Yoshihide Sekimoto (the University of Tokyo), Satish V. Ukkusuri (Purdue University)
- 26TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING (KDD2020)
- August 26, 2020
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- CONFERENCE (DOMESTIC)
- 可用性・柔軟性の高い動画解析プラットフォームの開発
- 志賀 優毅, 三浦 衛, 二反田 哲, 日野 善至, 森本 浩介, 山本 太一
- 第23回 画像の認識・理解シンポジウム (MIRU2020)
- August 03, 2020
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- CONFERENCE (INTERNATIONAL)
- Tackling Cannibalization Problems for Online Advertisement
- Yutaro Ueoka, Kota Tsubouchi, Nobuyuki Shimizu
- 28th Conference on User Modeling, Adaptation and Personalization (ACM UMAP 2020)
- August 02, 2020
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- JOURNAL (INTERNATIONAL)
- Development of people mass movement simulation framework based on reinforcement learning
- Yanbo Pang (The University of Tokyo), Takehiro Kashiyama (The University of Tokyo), Takahiro Yabe (Purdue University), Kota Tsubouchi, Yoshihide Sekimoto (The University of Tokyo)
- Transportation Research Part C (TRC journal)
- August 01, 2020
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- JOURNAL (INTERNATIONAL)
- Contextual Sentiment Neural Network for Document Sentiment Analysis
- Tomoki Ito (The University of Tokyo), Kota Tsubouchi, Hiroki Sakaji (The University of Tokyo), Kiyoshi Izumi (The University of Tokyo), and Tatsuo Yamashita
- Data Science and Engineering (DSEJ)
- June 12, 2020
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- CONFERENCE (DOMESTIC)
- 人手評価を考慮した強化学習に基づくニュース見出し生成
- 山田 悠右 (東工大), 藤田 綜一郎 (東工大), 柴田 知秀, 小林 隼人, 田口 拓明, 奥村 学 (東工大)
- 2020年度 人工知能学会全国大会(第34回) (JSAI 2020)
- June 12, 2020
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- CONFERENCE (DOMESTIC)
- 自然勾配ブースティングを用いたニュース見出しの信頼度付きクリック率予測
- 仲村 勇輝 (慶應大), 柴田 知秀, 小林 隼人, 清水 伸幸, 田口 拓明
- 2020年度 人工知能学会全国大会(第34回) (JSAI 2020)
- June 12, 2020
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- CONFERENCE (DOMESTIC)
- Eコマースの購入ログを用いたペットフードと犬の疾患の関連性分析
- 笹谷 奈翁美, 岸田 滋史*, 菊地 了*, 山口 修司, 田島 玲 (*アニコム ホールディングス)
- 2020年度 人工知能学会全国大会(第34回) (JSAI 2020)
- June 11, 2020