• Pablo Loyola and Yutaka Matsuo. Learning Feature Representations from Change Dependency Graphs for Defect Prediction. In
    Proceedings of the 28th IEEE International Symposium on Software Reliability Engineering (ISSRE). Toulouse, France, October 23-26, 2017.
  • Jorge Balazs, Edison Marrese-Taylor, Pablo Loyola and Yutaka Matsuo. Refining Raw Sentence Representations for Textual Entailment Recognition via Attention. In RepEval 2017: The Second Workshop on Evaluating Vector Space Representations for NLP, co-located with EMNLP 2017. Copenhagen, Denmark, September 7-11, 2017.
  • Pablo Loyola, Edison Marrese-Taylor and Yutaka Matsuo. Learning to Generate Natural Language Descriptions From Source Code Changes. In Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL). Vancouver, Canada, July 30-August 4, 2017.
  • Pablo Loyola and Yutaka Matsuo. Learning Graph Representations for Improving Defect Prediction. In Proceedings of the 39th IEEE/ACM International Conference on Software Engineering (ICSE). Buenos Aires, Argentina, May 20-28, 2017.
  • Shuhei Iitsuka, Masashi Hamano, Kazuya Kawakami, Seigen Hagiwara, Takayoshi Kawakami, Takayuki Hamada, and Yutaka Matsuo. Inferring Win–Lose Product Network from User Behavior. In Proceedings of 2017 IEEE/WIC/ACM International Conference on Web Intelligence
  • Yusuke Iwasawa, Kotaro Nakayama, Ikuko Yairi and Yutaka Matsuo: Privacy Issues Regarding the Application of DNNs to Activity-Recognition using Wearables and Its Countermeasures by Use of Adversarial Training, The 26th International Joint Conference on Artificial Intelligence (IJCAI2017), August19–25, Melbourne, Australia (Acceptance Rate: 25%)
  • Mohammadamin Barekatain, Miquel Marti, Hsueh-Fu Shih, Samuel Murray, Kotaro Nakayama, Yutaka Matsuo and Helmut Prendinger: Okutama-Action: An Aerial View Video Dataset for Concurrent Human Action Detection, BMTT-PETS Workshop on Tracking and Surveillance (CVPR Workshops)
  • Masahiro Suzuki, Kotaro Nakayama, Yutaka Matsuo: Joint Multimodal Learning with Deep Generative Models, ICLR 2017 workshop, April24–26, 2017, Toulon, France.
  • Masatoshi Uehara, Issei Sato, Masahiro Suzuki, Kotaro Nakayama, Yutaka Matsuo: b-GAN: New Framework of Generative Adversarial Networks, Workshop on Adversarial Training, NIPS 2016, December5–10, Barcelona, Spain.
  • Keiichi Ochiai, Daisuke Torii, Yusuke Fukazawa and Yutaka Matsuo: Fast Spatial Twitter Search Method Using Location Adaptive Range Query, The Ninth International Conference on Mobile Computing and Ubiquitous Networking (ICMU 2016),October4-6,DFKI Kaiserslautern,Kaiserslautern,Germany. Best Poster Award.
  • Pablo Loyola, Francisco Szederkenyi, and Yutaka Matsuo: Using the Web to Support Political Analysis: Identifying Legislative Bill Ideology in the Chilean Parliament. Proc. 8th ACM Conference on Web Science (WebSci 2016), pp.190-199, 2016,May22-25,Hannover,Germany
  • Yusuke Iwasawa, Koya Nagamine, Ikuko Eguchi Yairi, Yutaka Matsuo: Toward an Automatic Road Accessibility Information Collecting and Sharing Based on Human Behavior Sensing Technologies of Wheelchair Users, Proc. of the 6th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN2015), 2015, Berlin, German
  • Koya Nagamine, Yusuke Iwasawa, Yutaka Matsuo, and Ikuko Eguchi Yairi: An Estimation of Wheelchair User’s Muscle Fatigue by Accelerometers on Smart Devices. Proc. 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2015 ACM International Symposium on Wearable Computers (UbiComp/ISWC) Adjunct, pp.57-60, 2015
  • Yusuke Iwasawa, Koya Nagamine, Yutaka Matsuo, Ikuko Eguchi Yairi: Road Sensing: Personal Sensing and Machine Learning for Development of Large Scale Accessibility Map, Proc. of the 17th International ACM SIGACCESS Conference on Computers and Accessibility, Lisbon, Portgul
  • Shuhei Iitsuka, Yutaka Matsuo: Website Optimization Problem and Its Solutions. Proc. 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD2015), pp. 447-456, 2015.
  • Rahul Kamath, Masanao Ochi, and Yutaka Matsuo: Understanding Rating Behavior and Predicting Ratings by Identifying Representative Users. Proc. 29th Pacific Asia Conference on Language, Information and Computation (PACLIC 29), 2015
  • Kotaro Nakayama, Yutaka Matsuo: MIGSOM: A SOM Algorithm for Large Scale Hyperlinked Documents Inspired by Neuronal Migration. DASFAA (1) , 79-94, 2014
  • Edison Marrese-Taylor, Juan D. Velásquez, Felipe Bravo-Marquez, Yutaka Matsuo: Identifying Customer Preferences about Tourism Products Using an Aspect-based Opinion Mining Approach. Proc. 17th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2013), pp. 182-191, 2013
  • Shohei Ohsawa, Yutaka Matsuo: Like prediction: modeling like counts by bridging facebook pages with linked data. Proc. 22nd International World Wide Web Conference (WWW2013) , pp. 541-548, 2013
  • Takeshi Sakaki, Fujio Toriumi, Kousuke Shinoda, Kazuhiro Kazama, Satoshi Kurihara, Itsuki Noda, Yutaka Matsuo: Regional analysis of user interactions on social media in times of disaster, Proc. 22nd International World Wide Web Conference (WWW2013) , pp. 235-236, 2013
  • Masanao Ochi, Yutaka Matsuo, Makoto Okabe, and Rikio Onai, Rating Prediction by Correcting User Review Bias, Proc. 2012 IEEE/WIC/ACM Web Intelligence (WI 2012), 2012
  • Takeshi Sakaki, Yutaka Matsuo, Tadashi Yanagihara, Naiwala Chandrasiri, and Kazunari Nawa.Real-time event extraction for driving information from social sensors, Proc. IEEE International Conference on Cyber Technology in Automation, Control, and Intelligient Systems, 2012 Yutaka Matsuo: Social Network Mining for People Search, Proc. International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2011(招待講演)
  • Kotaro Nakayama, Yutaka Matsuo: A self organizing document map algorithm for large scale hyperlinked data inspired by neuronal migration, Proc. 20th International World Wide Web Conference (WWW2011), pp.95-96, 2011
  • Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka: From actors, politicians, to CEOs: domain adaptation of relational extractors using a latent relational mapping, Proc. 20th International World Wide Web Conference (WWW2011), pp.13-14, 2011
  • Yingzi Jin, Ching-Yung Lin, Yutaka Matsuo, Mitsuru Ishizuka: Mining Longitudinal Network for Predicting Company Value, Proc. 22nd International Joint Conference on Artificial Intelligence (IJCAI2011), pp.2268-2273, 2011
  • Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka: Relation Adaptation: Learning to Extract Novel Relations with Minimum Supervision, Proc. 22nd International Joint Conference on Artificial Intelligence (IJCAI2011), pp.2205-2210, 2011
  • Naoki Tani, Danushka Bollegala, Naiwala P. Chandrasiri, Keisuke Okamoto, Kazunari Nawa, Shuhei Iitsuka, Yutaka Matsuo: Collaborative exploratory search in real-world context. Proc. CIKM 2011: 2137-214, 2011
  • Yingzi Jin, Yutaka Matsuo, Mitsuru Ishizuka: Mining and Analyzing Social Networks, Studies in Computational Intelligence Volume 288, pp 107-123, 2010
  • Tadanobu Furukawa, Seishi Okamoto, Yutaka Matsuo, Mitsuru Ishizuka: Prediction of social bookmarking based on a behavior transition model. Proc. 2010 ACM Symposium on Applied Computing (SAC), pp. 1741-1747, 2010
  • Haibo Li, Yutaka Matsuo, Mitsuru Ishizuka: Relations Expansion: Extracting Relationship Instances from the Web, Proc. Web Intelligence, pp. 184-187, 2010
  • Haibo Li, Yutaka Matsuo, Mitsuru Ishizuka: Semantic Relation Extraction Based on Semi-supervised Learning, Proc. 6th Asia Information Retrieval Societies Conference (AIRS) , pp. 270-279, 2010
  • Yulan Yan, Haibo Li, Yutaka Matsuo, Zhenglu Yang, Mitsuru Ishizuka: Multi-View Clustering with Web and Linguistic Features for Relation Extraction, Proc. 12th International Asia-Pacific Web Conference (APWeb-2010), April 2010
  • Yulan Yan, Haibo Li, Yutaka Matsuo, Mitsuru Ishizuka: Multi-View Bootstrapping for Relation Extraction by Exploring Web Features and Linguistic Features, Proc. 11th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing-2010), March 2010
  • Takeshi Sakaki, Yutaka Matsuo: How to Become Famous in the Microblog World, Proc. 4th International AAAI Conference on Weblogs and Social Media(ICWSM2010) , May 2010, Poster paper
  • Takeshi Sakaki, Makoto Okazaki, and Yutaka Matsuo: Earthquake Shakes Twitter Users: Real-time Event Detection by Social Sensors, Proc. 18th International World Wide Web Conference (WWW2010), April 2010
  • Danushka Bollegala, Yutaka Matsuo and Mitsuru Ishizuka: Relational Duality: Unsupervised Extraction of Semantic Relations between Entities on the Web, Proc. 18th International World Wide Web Conference (WWW2010), April 2010
  • Takeshi Maeno, Nanoki Shibata, Yuya Kajikawa, and Ichiro Sakata: Transition of information sources and trend of innovation, The 19th International Conference for Management of Technology (IAMOT2010), in Cairo, Egypt (March 8-11, 2010)
  • Danushka Bollegala, Yutaka Matsuo and Mitsuru Ishizuka: A Relational Model of Semantic Similarity between Words using Automatically Extracted Lexical Pattern Clusters from the Web, Proc. Conference on Empirical Methods in Natural Language Processing (EMNLP 2009), August 2009
  • Yulan Yan, Yutaka Matsuo and Mitsuru Ishizuka: Unsupervised Relation Extraction by Mining Wikipedia Texts with Support from Web Corpus, Proc. the Joint conference of the 47th Annual Meeting of the Association for Computational Linguistics and the 4th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing (ACL-IJCNLP 2009), August 2009
  • Danushka Bollegala, Yutaka Matsuo, and Mitsuru Ishizuka: Measuring the Similarity between Implicit Semantic Relations from the Web, Proc. 18th International World Wide Web Conference (WWW2009), April 2009
  • Yutaka Matsuo and Hikaru Yamamoto: Community Gravity: Measuring Bidirectional Effects by Trust and Rating on Online Social Networks, Proc. 18th International World Wide Web Conference (WWW2009), April 2009
  • Danushka Bollegala, Yutaka Matsuo, and Mitsuru Ishizuka: Measuring the Similarity between Implicit Semantic Relations using Web Search Engines, Proc. 2nd International Conference on Web Search and Data Mining (WSDM 2009), February 2009
  • Yulan Yan, Yutaka Matsuo, Mitsuru Ishizuka and Toshio Yokoi: Annotation an Extension Layer of Semantic Structure for Natural Language Text, Proc. 2nd IEEE International Conference on Semantic Computing (ICSC), pp.174-181, Santa Clara, CA, USA, August 2008[PDF]
  • Danushka Bollegala, Yutaka Matsuo, and Mitsuru Ishizuka: WWW sits the SAT: Measuring Relational Similarity from the Web, Proc. 18th European Conference on Artificial Intelligence (ECAI 2008), August 2008[PDF]
  • Jun Karamon, Yutaka Matsuo, and Mitsuru Ishizuka: Generating Useful Network-based Features for Analyzing Social Networks, Proc. 23rd Conference on Artificial Intelligence (AAAI-08), July 2008[PDF]
  • Mizuki Oka and Yutaka Matsuo: Mining Scholarly Semantic Networks from the Web, Proc. 12th International Conference Information Visualisation (IV08), July 2008
  • Danushka Bollegala, Yutaka Matsuo, and Mitsuru Ishizuka: Mining for Personal Name Aliases on the Web, poster, Proc. 17th International World Wide Web Conference (WWW2008), April 2008
  • Danushka Bollegala, Yutaka Matsuo, and Mitsuru Ishizuka: Identification of Personal Name Aliases on the Web, WWW2008 Workshop on Social Web Search and Mining, April 2008
  • YingZi Jin, Yutaka Matsuo, and Mitsuru Ishizuka: Ranking Entities on the Web using Social Network Mining and Ranking Learning, WWW2008 Workshop on Social Web Search and Mining, April 2008
  • Tadanobu Furukawa, Yutaka Matsuo, Ikki Ohmukai, Koki Uchiyama, and Mitsuru Ishizuka: Extracting Topics and Innovators Using Topic Diffusion Process in Weblogs, poster, Proc. International Conference on Weblogs and Social Media (ICWSM), March 2008
  • Jun Karamon, Yutaka Matsuo, Hikaru Yamamoto, and Mitsuru Ishizuka: Generating Social Network Features for Link-based Classification, Proc. European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2007), September 2007[PDF]
  • Yutaka Matsuo, Hironori Tomobe, and Takuichi Nishimura: Robust Estimation of Google Count for Social Network Extraction, Proc. Twenty-Second Conference on Artificial Intelligence (AAAI-07), July 2007[PDF]
  • Nguyen Dat, Yutaka Matsuo, and Mitsuru Ishizuka: Relation Extraction from Wikipedia Using Subtree Mining, Proc. Twenty-Second Conference on Artificial Intelligence (AAAI-07), July 2007
  • Nguyen Dat, Yutaka Matsuo, Mitsuru Ishizuka: Relation Extraction from Wikipedia Using Subtree Mining, Proc. Twenty-Second Conference on Artificial Intelligence (AAAI-07), July 2007[PDF]
  • Tadanobu Furukawa, Yutaka Matsuo, Ikki Ohmukai, Koki Uchiyama, Mitsuru Ishizuka: Analyzing Reading Behavior by Blog Mining, Proc. Twenty-Second Conference on Artificial Intelligence (AAAI-07), July 2007
  • YingZi Jin, Yutaka Matsuo, and Mitsuru Ishizuka: Extracting Social Networks among Various Entities on the Web, Proc. Fourth European Semantic Web Conference (ESWC 2007), June 2007[PDF]
  • Yoshiyuki Namamura, Yuko Namimatsu, Nobuo Miyazaki, Yutaka Matsuo, and Takuichi Nishimura: A Method for Estimating Position and Orientation with a Topological Approach using Multiple Infrared Tags, Fourth International Conference on Networked Sensing Systems (INSS 07), June 2007
  • Danushka Bollegala, Yutaka Matsuo, and Mitsuru Isizuka: Measuring Semantic Similarity between Words using Web Search Engines, Proc. 16th International World Wide Web Conference (WWW2007), May 2007[PDF]
  • Kosuke Shinoda, Yutaka Matsuo, and Hideyuki Nakashima: Emergence of Global Network Property based on Multi-agent Voting Model, Proc. 2007 International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), May 2007[PDF]
  • Danushka Bollegala, Yutaka Matsuo, and Mitsuru Isizuka: An Integrated Approach to Measuring Semantic Similarity between Words using Information Available on the Web, Proc. Human Language Technologies: The Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL-HLT 2007) , April 2007[PDF]
  • Tadanobu Furukawa, Yutaka Matsuo, Ikki Ohmukai, Koki Uchiyama, and Mitsuru Ishizuka: Social Networks and Reading Bahavior in Blogosphere, Proc. International Conference on Weblogs and Social Media (ICWSM), March 2007[PDF]
  • Yutaka Matsuo, Naoaki Okazaki, Kiyoshi Izumi, Yoshiyuki Nakamura, Takuichi Nishimura, Koiti Hasida, and Hideyuki Nakashima: Inferring Long-term User Property based on Users’ Location History, Proc. 20th International Joint Conference on Artificial Intelligence (IJCAI2007), Jan. 2007[PDF]
  • Junichiro Mori, Yutaka Matsuo, and Mitsuru Ishizuka: Extracting Keyphrases to Represent Relations in Social Networks from Web, Proc. 20th International Joint Conference on Artificial Intelligence (IJCAI2007), Jan. 2007 [PDF]
  • Junichiro Mori, Takumi Tsujishita, Yutaka Matsuo, and Mitsuru Ishizuka: Extracting Relations in Social Networks from Web using Similarity between Collective Context, Proc. Fifth International Semantic Web Conference (ISWC2006), Nov. 2006[PDF]
  • Tom Hope, Noriyuki Fujimura, Masahiro Hamasaki, Yutaka Matsuo, and Takuichi Nishimura: Doing Community with IC Cards: Co-construction of Meaning and Use with Interactive Information Kiosks, Proc. Eighth International Conference on Ubiquitous Computing (UbiComp2006), 2006[PDF]
  • Danushka Bollegala, Yutaka Matsuo, and Mitsuru Ishizuka: Disambiguating Personal Names on the Web using Automatically Extracted Key Phrases, Proc. 17th European Conference on Artificial Intelligence (ECAI-06), 2006 [PDF]
  • Yutaka Matsuo, Takeshi Sakaki, Koki Uchiyama, and Mitsuru Ishizuka: Graph-based Word Clustering using Web Search Engine, Proc. 2006 Conference on Empirical Methods in Natural Language Processing (EMNLP2006), 2006[PDF]
  • Yutaka Matsuo, Masahiro Hamasaki, Hideaki Takeda, Junichiro Mori, Bollegala Danushka, Hiroyuki Nakamura, Takuichi Nishimura, Koiti Hasida, and Mitsuru Ishizuka: Spinning Multiple Social Network for Semantic Web, Proc. 21st National Conference on Artificial Intelligence (AAAI-06), 2006[PDF]
  • Yutaka Matsuo, Junichiro Mori, Masahiro Hamasaki, Keisuke Ishida, Takuichi Nishimura, Hideaki Takeda, Koiti Hasida, and Mitsuru Ishizuka: POLYPHONET: An Advanced Social Network Extraction System, Proc. 15th International World Wide Web Conference (WWW2006), pp.397-406, 2006[PDF]
  • Danushka Bollegala, Yutaka Matsuo, and Mitsuru Ishizuka: Extracting Key Phrases to Disambiguate Personal Names on the Web. Proc. Seventh International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2006), pp. 223-234, 2006[PDF]
  • Junichiro Mori, Tatsuhiko Sugiyama, and Yutaka Matsuo: Real-world Oriented Information Sharing using Social Networks. Proc. International ACM SIGGROUP Conference on Supporting Group Work (GROUP2005), pp. 81-84, 2005
  • Shigeyoshi Hiratsuka, Yutaka Matsuo, Akio Sashima, Akira Takagi, Naoaki Izumi, and Koiti Kurumatani: Smart Navigation by Lightweight Components Coordination in Ubiquitous Computing, Proc. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS2004), 2004
  • Yutaka Matsuo, Hironori Tomobe, Koiti Hasida and Mitsuru Ishizuka: Finding Social Network for Trust Calculation, Proc. 16th European Conf. on Artificial Intelligence (ECAI2004), pp.510-514, 2004[PDF]
  • Naoaki Okazaki, Yutaka Matsuo and Mitsuru Ishizuka: Improving Chronological Sentence Ordering by Precedence Relation, Proc. 20th International Conference on Computational Linguistics (COLING 04), pp.750-756, 2004[PDF]
  • Yutaka Matsuo, Hironori Tomobe, Koiti Hasida, and Mitsuru Ishizuka: Mining Social Network of Conference Participants from the Web, Proc. 2003 IEEE/WIC International Conference on Web Intelligence (WI2003), 2003
  • Yutaka Matsuo: Word Weighting based on User’s Browsing History, Proc. Ninth International Conference on User Modeling (UM’03), LNAI 2702, pp.35-33, 2003[PDF]
  • Naoaki Okazaki, Yutaka Matsuo, Naohiro, Matsumura, and Mitsuru Ishizuka: Sentence Extraction by Spreading Activation with Refined Similarity Measure, Proc. 16th International FLAIRS Conference, pp. 407–411, 2003
  • Yutaka Matsuo and Mitsuru Ishizuka: Keyword Extraction from a Single Document using Word Co-occurrence Statistical Information, Proc. 16th International FLAIRS Conference, pp. 392–396, 2003[PDF]
  • Yutaka Matsuo, Hayato Fukuta, and Mitsuru Ishizuka: Browsing Support by Highlighting Keywords based on a User’s Browsing History, Proc. IEEE International Conference on Systems, Man and Cybernetics (SMC2002), 2002
  • Naoaki Okazaki, Yutaka Matsuo, Naohiro Matsumura, Hironori Tomobe, and Mitsuru Ishizuka: Extracting Characteristic Sentences from Related Documents, Proc. Sixth International Conference on Knowledge-based Intelligent Information Engineering Systems & Applied Technologies (KES2002), pp. 1257-1261, 2002.[PDF]
  • Yutaka Matsuo: Clustering using Small World Structure, Proc. Sixth International Conference on Knowledge-based Intelligent Information Engineering Systems & Applied Technologies (KES2002), pp.1252-1256, 2002
  • Yutaka Matsuo and Mitsuru Ishizuka: Two Transformation of Clauses into Constraints and their Properties for Cost-based Hypothetical Reasoning, Proc. Seventh Pacific Rim International Conferences on Artificial Intelligence (PRICAI2002), LNAI 2417, pp.118-127, 2002
  • Yukio Ohsawa, Hirotaka Soma, Yutaka Matsuo, Naohiro Matsumura, and Masaki Usui: Featuring Web Communities based on Word Co-occurrence Structure of Communications, Proc. 11th International WWW conference (WWW2002), 2002
  • Yutaka Matsuo, Yukio Ohsawa, and Mitsuru Ishizuka: KeyWorld: Extracting Keywords in a Document as a Small World, Proc. Fourth International Conference on Discovery Science (DS2001), pp. 271-281, 2001
  • Yutaka Matsuo, Yukio Ohsawa, and Mitsuru Ishizuka: Average-clicks: A New Measure of Distance on the World Wide Web, Proc. First Asian-Pacific Conference on Web Intelligent (WI2001), LNAI 2198, pp.125-130, 2001
  • Yutaka Matsuo, Yukio Ohsawa, and Mitsuru Ishizuka: Discovering Hidden Relation behind a Link, Proc. Fifth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies (KES2001), pp.1183-1187, 2001
  • Yutaka Matsuo and Akihiko Yokoyama: Optimization of Installation of FACTS Device in Power System Planning by both Tabu Search and Nonlinear Programming Methods, Proc. Intelligent System Application to Power System (ISAP’99), pp.250-254, 1999
  • Mitsuru Ishizuka and Yutaka Matsuo: SL Method for Computing a Near-optimal Solution using Linear and Non-linear Programming in Cost-based Hypothetical Reasoning, Proc. 5th Pacific Rim International Conference on Artificial Intelligence (PRICAI’98), LNAI 1531, pp.611-625, 1998