Refereed Journal Articles

  • Effectiveness of Metaheuristic Methods on Bayesian Optimization in the Classification of Visual Field Defects
    Masyitah Abu, Nik Adilah Hanin Zahri, Amiza Amir, Muhammad Izham Ismail, Azhany Yaakub, Fumiyo Fukumoto and Yoshimi Suzuki
    Diagnostics 2023, 13, 1946.

  • STaTRL: Spatial-temporal and text representation learning for POI recommendation
    Xinfeng Wang, Fumiyo Fukumoto, Jiyi Li, Dongjin Yu and Xiaoxiao Sun
    Applied Intelligence, 1-16, 2022.

  • Citation Count Prediction Based on Neural Hawkes Model
    Lisha Liu, Dongjin Yu, Dongjing Wang, Fumiyo Fukumoto
    IEICE Transactions on Information & Systems, 103-D(11), pp. 2379-2388, 2020.

  • Unsupervised Predominant Sense Detection and its Application to Text Classification
    Attaporn Wangpoonsarp, Kazuya Shimura, Fumiyo Fukumoto
    Applied Sciences, 10(17), 6052, 2020.

  • Paraphrase Identification with Lexical, Syntactic and Sentential Encodings
    Sheng Xu, Xingfa Shen, Fumiyo Fukumoto, Jiyi Li, Yoshimi Suzuki, Hiromitsu Nishizaki
    Applied Sciences, 10(12), 4144, 2020.

  • English and Chinese Neural Metonymy Recognition Based on Semantic Priority Interruption Theory
    Chuandong Su, Xiaoxi Huang, Fumiyo Fukumoto, Jiyi Li, Rongbo Wang, Zhiqun Chen
    IEEE Access 8, pp. 30060-30068, 2020.

  • Feature Selection and Learning for Timeline Adaptation in Text Categorization
    F. Fukumoto and Y. Suzuki

    Communications in Computer and Information Science, To Appear.

  • Identifying Event and Subject of Continuous News Streams for Multi-Document Summarization
    F. Fukumoto and Y. Suzuki

    New Advances in Human Language Technologies, Z. Vetulani and H. Uszkoreit(eds.), Springer.

  • Smoothing Temporal Difference for Text Categorization
    F. Fukumoto and Y. Suzuki

    Information Retrieval Technology, Springer, pp. 203-214, 2015.

  • Exploiting Guest Preferences with Aspect-based Sentiment Analysis for Hotel Recommendation
    F. Fukumoto and Y. Suzuki

    Communications in Computer and Information Science, Vol. 553, pp. 34-49, 2014.

  • Link Analysis based on Rhetorical Relations for Multi-document Summarization
    N. A. H. B. Zahri, F. Fukumoto, and S. Matsuyoshi

    The IEICE Transactions on Information and Systems, Vol. E96-D, No. 5, pp. 1182-1191, 2013.

  • Tag Quality Improvement for Social Image Hosting Website
    J. Li, Q. Ma, Y. Asano and M. Yoshikawa

    IPSJ Transactions on Databases (TOD), Vol.6, No.3, pp.177-186, 2013.

  • Enhancing Labeled Data using Unlabeled Data for Text Classification
    T. Yamamoto, F. Fukumoto, and S. Matsuyoshi

    The IEICE Trans. on Information and Systems, Vol. J95-D, No. 9, pp. 1794-1801, 2012, (In Japanese).

  • Improving Content-based Social Image Retrieval based on an Image-Tag Relationship Model
    J. Li, Q. Ma, Y. Asano and M. Yoshikawa

    IPSJ Transactions on Databases (TOD), Vol.5, No.3, pp.117-125, 2012.

  • Re-ranking Content-Based Social Image Search Results by Multi-modal Relevance Feedback
    J. Li, Q. Ma, Y. Asano and M. Yoshikawa

    DBSJ Journal, Vol.11, No.1, pp.67-72, 2012.

  • Graph-based Semi-supervised Clustering for Semantic Clustering of Unknown Words
    F. Fukumoto and Y. Suzuki

    Communications in Computer and Information ScienceVol. 348, pp. 247-262, 2011.

  • Polysemous Verb Classification using Subcategorization Acquisition and Graph-based Clustering
    F. Fukumoto and Y. Suzuki

    Human Language Technologies, Lecture Notes in Computer Science, 2010, pp. 42-52, 2010.

  • Effect of Overt Pronoun Resolution in Topic Tracking
    F. Fukumoto and Y. Suzuki

    Human Language Technologies, Lecture Notes in Computer Science, 2010, pp. 24-32, 2010

  • Using Graph-based Indexing to Identify Subject-Shift in Topic Tracking
    F. Fukumoto and Y. Suzuki

    Human Language Technologies, Lecture Notes in Computer Science, Vol. 5603, Springer, pp. 392-404, 2009.

  • The Automatic Classification of Onomatopoeia based on Co-occurrence from the Web and Sound Symbolism
    K. Ichioka and F. Fukumoto

    The IEICE Trans. on Information and Systems, Vol. J92-D, No.3, pp. 428-438, 2009, (In Japanese).

  • Integrating Cross-Language Hierarchies and its Application to Retrieving Relevant Documents
    F. Fukumoto and Y. Suzuki

    ACM Transactions on Asian Language Information Processing, Vol. 7, No. 3, pp. 1-22, 2008.

  • Topic Tracking based on Bilingual Comparable Corpora and Semi-supervised Clustering
    F. Fukumoto and Y. Suzuki

    ACM Transactions on Asian Language Information Processing, Vol. 6, No. 3, pp.1-22, 2007.

  • Correcting Category Errors in Multi-labeled Data based on the Similarity between Two Examples
    H. Hamano and F. Fukumoto

    The IEICE Trans. on Information and Systems, Vol. J89-D, No.10, pp. 2338-2347, 2006, (In Japanese).

  • Sentence Extraction using Similar Words
    Y. Suzuki and F. Fukumoto

    Journal of Archives of Control Sciences, Vol. 15, No. 4, pp. 655-672, 2006.

  • Generating Category Hierarchy for Classifying Large Corpora
    F. Fukumoto and Y. Suzuki

    IEICE Trans. on Information and Systems, Vol. E89-D, No.4, pp. 1543-1554, 2006.

  • Using Category Hierarchies for Correcting Category Errors in Text Classification
    F. Fukumoto and Y. Suzuki

    IEICE Trans. on Information and Systems, Vol. J89-D, No. 3, pp. 552-566, 2006.

  • Detecting Shifts in News Stories for Event Tracking
    F. Fukumoto, Y. Suzuk, and H. Yamadai

    Journal of Information Processing Society of Japan, Vol. 44, No. 7, pp. 1766-1777, 2003, (In Japanese).

  • Using Synonyms and Their Hypernymy Relations of WordNet for Text Categorization
    F. Fukumoto and Y. Suzuki

    Journal of Information Processing Society of Japan, Vol. 43, No. 6, pp. 1852-1865, 2002, (In Japanese).

  • Toward Optimal Feature Selection for Word Sense Disambiguation
    F. Fukumoto and Y. Suzuki

    Journal of Information Processing Society of Japan, Vol. 43, No. 1, pp. 20-335, 2002, (In Japanese).