Research field (3):
Information theory
, Intelligent informatics
, Database science
Research keywords (4):
probabilistic models
, text mining
, machine learning
, data mining
Research theme for competitive and other funds (8):
2021 - 2024 Topic models bridging between documents as members composing a corpus and documents as sequences composed by words
2018 - 2021 Research on the effectiveness of using RNN in topic models
2019 - 2020 Exploring Data Processing and Analysis Methods for Predicting Defect Occurrences in Semiconductor Production Lines
2015 - 2018 A Study on Digital Library System for Experimental Information Extraction, Visualization and Recommendation
2014 - 2017 Tiny data mining: reconstruction of large scale data with probability distributions as bases
2011 - 2015 A Study on Information Alignment by Composite Generative Model
2010 - 2011 Information Navigation using Statistical Rhymes
2005 - 2007 Algorithms for sub-pixel analysis of remotely, sensed hyperspectral images
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Papers (66):
Daisuke Hamaguchi, Tomonari Masada, Takumi Eguchi. Feature Extraction from Equipment Sensor Signals with Time Series Clustering and Its Application to Defect Prediction. IEEE International Symposium on Semiconductor Manufacturing Conference Proceedings. 2020. 2020-
Tomonari Masada. Context-Dependent Token-Wise Variational Autoencoder for Topic Modeling. Current Trends in Web Engineering - ICWE 2019 International Workshops. 2019. 35-47
Text Mining for "Zenkyoto Generation". 2020. 2020. 297-302
NIWA Kazuhisa, MASADA Tomonari, FUKUZAWA Katsuhiko, MINE Mariko, YAMAJI Hiroki. Learning Tasks That Enhance Student Participation in Lecture Class. Journal of the Center for Educational Innovation Nagasaki University. 2014. 5. 5. 19-24
Tomonari Masada. Unsupervised Segmentation of Bibliographic Elements with Latent Permutations. International Journal of Organizational and Collective Intelligence. 2011. 2. 2. 49-62
SHIDA Sayaka, DOHI Keisuke, SHIBATA Yuichiro, HAMADA Tsuyoshi, MASADA Tomonari, OGURI Kiyoshi. An Automatic Optimization Technique of DMA Transfer and Data Allocation for Reconfigurable Machines. The IEICE transactions on information and systems. 2009. 92. 12. 2127-2136
ARAKI Yuta, SHIBATA Yuichiro, HAMADA Tsuyoshi, MASADA Tomonari, OGURI Kiyoshi. Evaluation of circuit proliferation method that uses concept of pressure in PCA. IEICE technical report. 2009. 109. 320. 19-24
Documents as a Bag of Maximal Substrings: An Unsupervised Feature Extraction for Document Clustering
(13th International Conference on Enterprise Information Systems (ICEIS 2011) 2011)
Semi-supervised Bibliographic Element Segmentation with Latent Permutations
(International Conference on Asia-Pacific Digital Libraries (ICADL 2011) 2011)
Infinite Latent Process Decomposition
(IEEE International Conference on Bioinformatics & Biomedicine (BIBM 2010) 2010)
Unsupervised Segmentation of Bibliographic Elements with Latent Permutations
(The 1st International Workshop on Web Intelligent Systems and Services (WISS 2010) 2010)
시간에 따른 의미 변화 인지를 위한 가중치 구조의 적용
(2010 IEEK Summer Conference 2010)