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Daniel Andrade's Page

Daniel Andrade

Automated Reasoning Research Group,
Security Research Laboratories,
NEC Corporation

Address: 1753, Shimonumabe, Nakahara-ku, Kawasaki 211-8666, Kanagawa, Japan

Research Interests

  • Statistical Machine Learning
  • Natural Language Processing

Publications

Journals

  • Daniel Andrade, Akihiro Tamura, and Masaaki Tsuchida.
    Analysis of the Use of Background Distribution for Naive Bayes Classifiers.
    Journal of Intelligent Systems, 2017
  • Daniel Andrade, Takuya Matsuzaki, Junichi Tsujii. Statistical Extraction and Comparison of Pivot Words for Japanese-English Lexicon Extension. ACM Transactions on Asian Language Information Processing (TALIP), 2011

International Conferences/Workshops

  • Daniel Andrade, Kenji Fukumizu, and Yuzuru Okajima.
    Convex Feature Clustering and Selection With Class Label Information.
    Optimization for Machine Learning at NIPS 2017 Workshop, Long Beach, 2017
  • Daniel Andrade, Bing Bai, Ramkumar Rajendran and Yotaro Watanabe. Analogy-based Reasoning with Memory Networks for Future Prediction. In Proceedings of the Workshop on Cognitive Computation: Integrating Neural and Symbolic Approaches (CoCo) at NIPS 2016, Barcelona, Spain, 2016.
  • Daniel Andrade, Kunihiko Sadamasa, Akihiro Tamura, and Masaaki Tsuchida. Cross-lingual Text Classification Using Topic-Dependent Word Probabilities. Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (HLT-NAACL). 2015.
  • Aobo Wang, Daniel Andrade, Takashi Onishi and Kai Ishikawa. Chinese Informal Word Normalization: an Experimental Study. International Joint Conference on Natural Language Processing (IJCNLP), 2013.
  • Daniel Andrade, Masaaki Tsuchida, Takashi Onishi, Kai Ishikawa. Synonym Acquisition Using Bilingual Comparable Corpora. International Joint Conference on Natural Language Processing (IJCNLP), 2013.
  • Daniel Andrade, Masaaki Tsuchida, Takashi Onishi, Kai Ishikawa. Translation Acquisition Using Synonym Set. Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (HLT-NAACL). 2013.
  • Daniel Andrade, Masaaki Tsuchida, Takashi Onishi, Kai Ishikawa. Detecting Contradiction in Text by Using Lexical Mismatch and Structural Similarity. 10th NTCIR Conference, 2013.
  • Daniel Andrade, Takuya Matsuzaki, Junichi Tsujii. Learning the Optimal use of Dependency-parsing Information for Finding Translations with Comparable Corpora. ACL Workshop on Building and Using Comparable Corpora, 2011
  • Daniel Andrade, Takuya Matsuzaki, Junichi Tsujii. Effective use of Dependency Structure for Bilingual Lexicon Creation. International Conference on Computational Linguistics and Intelligent Text Processing (CiCling), 2011
  • Daniel Andrade, Tetsuya Nasukawa, Junichi Tsujii. Robust Measurement and Comparison of Context Similarity for Finding Translation Pairs. International Conference on Computational Linguistics and Intelligent Text Processing (Coling), 2010
  • Daniel Andrade, Bernhard Sick. Lower bound Bayesian networks: an efficient inference of lower bounds on probability distributions in Bayesian networks. Conference on Uncertainty in Artificial Intelligence (UAI), 2009.
  • Daniel Andrade, Timo Horeis, Bernhard Sick. Knowledge Fusion Using Dempster-Shafer Theory and the Imprecise Dirichlet Model. IEEE Soft Computing in Industrial Applications (SMCia), 2008

Awards

  • IPSJ  Kiyasu Special Industrial Achievement Award, 2015
  • Best Paper Award (3rd Place). "Effective use of Dependency Structure for Bilingual Lexicon Creation", Conference on Computational Linguistics and Intelligent Text Processing (CiCling), 2011
  • Best Paper Award. "Knowledge Fusion Using Dempster-Shafer Theory and the Imprecise Dirichlet Model", IEEE Soft Computing in Industrial Applications (SMCia), 2008

Curriculum Vitae

Educational Background

  • October 2008 - September 2011: University of Tokyo, Japan, Graduate School of Information Science and Technology, Ph.D. in Computer Science, Supervisor: Junichi Tsujii
  • October 2001 - September 2007: University of Passau, Germany, Computer Science Department, Diploma in Computer Science, Thesis Supervisor: Bernhard Sick
  • October 2003 - June 2004: University of Edinburgh, UK, Computer Science、Exchange Student

Professional Experience

  • October 2011 - Present: NEC Research Japan, Researcher
  • January 2008 - July 2008: IBM Research Japan, Intern
  • October 2005 - March 2006: Laboratory of Theoretical Informatics, University of Passau, Teaching Assistant
  • July 2005 - October 2005: Laboratory of Mathematical Stochastics, University of Passau, Research Assistant

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