Machine Learning
-
- CONFERENCE (INTERNATIONAL)
- BanditRank: Learning to Rank Using Contextual Bandits
- Phanideep Gampa (IIT Varanasi), Sumio Fujita
- the 25th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2021)
- May 11, 2021
-
- CONFERENCE (INTERNATIONAL)
- Simultaneous multiple POI population pattern analysis system with HDP mixture regression
- Yuta Hayakawa (Tokyo Institute of Technology), Kota Tsubouchi, Masamichi Shimosaka (Tokyo Institute of Technology)
- the 25th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD2021)
- May 11, 2021
-
- JOURNAL (INTERNATIONAL)
- Predicting Regional Influenza Epidemics with Uncertainty Estimation using Commuting Data in Japan
- Taichi Murayama (NAIST), Nobuyuki Shimizu, Sumio Fujita, Shoko Wakamiya (NAIST), Eiji Aramaki (NAIST)
- PLOS ONE
- April 22, 2021
-
- OTHERS (INTERNATIONAL)
- Influenza Surveillance using Search Engine, SNS, On-line Shopping, Q&A Service and Past Flu Patients
- Taichi Murayama (NAIST), Nobuyuki Shimizu, Sumio Fujita, Shoko Wakamiya (NAIST), Eiji Aramaki (NAIST)
- arXiv.org
- April 14, 2021
-
- CONFERENCE (DOMESTIC)
- ウェブ検索クエリのための部分一致文字列に対するエンティティ名称予測モデルの提案
- 豊田 樹生, 小松 広弥, 熊谷 賢, 菅原 晃平
- 言語処理学会第27回年次大会
- March 16, 2021
-
- CONFERENCE (INTERNATIONAL)
- ColorfulFeedback: Enhancing Interest Prediction Performance through Multi-dimensional Labeled Feedback from Users
- Yuki Maeda (Keio University), Shuji Yamaguchi, Tatsuru Higurashi, Kota Tsubouchi
- 14th ACM International Web Search and Data Mining conference (WSDM2021)
- March 10, 2021
-
- CONFERENCE (DOMESTIC)
- ユーザが共感できる悩みの対話コンテンツ生成
- 橋口 友哉 (兵庫県立大), 山本 岳洋 (兵庫県立大), 藤田 澄男, 大島 裕明 (兵庫県立大)
- 第13回データ工学と情報マネジメントに関するフォーラム (DEIM2021)
- March 01, 2021
-
- 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
-
- 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
-
- 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
-
- 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
-
- 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
-
- 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
-
- 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
-
- 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
-
- 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
-
- 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
-
- 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
-
- 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
-
- 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