Yoshitatsu Matsuda

Publication Activity (10 Years)

Years Active: 2001-2022
Publications (10 Years): 21

Top Topics

Independent Component Analysis

Success Probability

Computer Science

Spatio Temporal Patterns

Top Venues

Publications

Kazunori Yamaguchi, Yoshitatsu Matsuda, Yuya Morinaga
Averaging Solution of Differential Equations as Value for Argumentation Graph with Similarity. KES (2022)
Takayuki Sekiya, Yoshitatsu Matsuda, Kazunori Yamaguchi
Improvements of a Hybrid Syllabus Search Tool by Syllabus-related Heuristics. FIE (2022)
Taisuke Kawamata, Yoshitatsu Matsuda, Takayuki Sekiya, Kazunori Yamaguchi
Analysis of Computer Science Textbooks by Topic Modeling and Dynamic Time Warping. TALE (2021)
Takayuki Sekiya, Tomohiro Tatejima, Yoshitatsu Matsuda, Kazunori Yamaguchi
A Proposal for a Hybrid Syllabus Search Tool that Combines Keyword Search and Content Based Classification. EDUCON (2021)
Kazunori Yamaguchi, Yoshitatsu Matsuda
Cost-based Framework for Natural Language Argumentation Analysis. ITHET (2021)
Yoshitatsu Matsuda
Optimization of Search Space for Finding Very Short Lattice Vectors. IWSEC (2020)
Yoshitatsu Matsuda, Tadanori Teruya, Kenji Kashiwabara
Efficient Estimation of Number of Short Lattice Vectors in Search Space under Randomness Assumption. APKC@AsiaCCS (2019)
Takayuki Sekiya, Yoshitatsu Matsuda, Kazunori Yamaguchi
Investigation on University Websites for Semi-automated Syllabus Crawling. FIE (2019)
Yoshitatsu Matsuda, Takayuki Sekiya, Kazunori Yamaguchi
Curriculum Analysis of Computer Science Departments by Simplified, Supervised LDA. J. Inf. Process. 26 (2018)
Yoshitatsu Matsuda, Kazunori Yamaguchi
A Unifying Objective Function of Independent Component Analysis for Ordering Sources by Non-Gaussianity. IEEE Trans. Neural Networks Learn. Syst. 29 (11) (2018)
Yoshitatsu Matsuda, Tadanori Teruya, Kenji Kashiwabara
Estimation of the Success Probability of Random Sampling by the Gram-Charlier Approximation. IACR Cryptol. ePrint Arch. 2018 (2018)
Yoshitatsu Matsuda, Kazunori Yamaguchi
Efficient Optimization of the Adaptive ICA Function with Estimating the Number of Non-Gaussian Sources. LVA/ICA (2017)
Yoshitatsu Matsuda, Takayuki Sekiya, Kazunori Yamaguchi
Discovery of Interconnection Among Knowledge Areas of Standard Computer Science Curricula by a Data Science Approach. ICONIP (5) (2017)
Takayuki Sekiya, Yoshitatsu Matsuda, Kazunori Yamaguchi
A web-based curriculum engineering tool for investigating syllabi in topic space of standard computer science curricula. FIE (2017)
Ken-ichiro Nishioka, Yoshitatsu Matsuda, Kazunori Yamaguchi
User Location Prediction by Diffusion-Type Estimation Using Location-Based SNS Check-in Data. iThings/GreenCom/CPSCom/SmartData (2016)
Yoshitatsu Matsuda, Kazunori Yamaguchi
Adaptive objective function of ICA by Gaussian approximation in second-order polynomial feature space. IJCNN (2016)
Yoshitatsu Matsuda, Kazunori Yamaguchi
Gram-Schmidt Orthonormalization to the Adaptive ICA Function for Fixing the Permutation Ambiguity. ICONIP (2) (2016)
Yoshitatsu Matsuda, Kazunori Yamaguchi
Objective Function of ICA with Smooth Estimation of Kurtosis. ICONIP (3) (2015)
Ken-ichiro Nishioka, Yoshitatsu Matsuda, Kazunori Yamaguchi
Discovery of localized spatio-temporal patterns from location-based SNS by clustering users. IJCNN (2015)
Yoshitatsu Matsuda, Kazunori Yamaguchi, Ken-ichiro Nishioka
Discovery of Regular and Irregular Spatio-Temporal Patterns from Location-Based SNS by Diffusion-Type Estimation. IEICE Trans. Inf. Syst. (9) (2015)
Takayuki Sekiya, Yoshitatsu Matsuda, Kazunori Yamaguchi
Curriculum analysis of CS departments based on CS2013 by simplified, supervised LDA. LAK (2015)
Ikumi Horie, Kazunori Yamaguchi, Kenji Kashiwabara, Yoshitatsu Matsuda
Improvement of difficulty estimation of personalized teaching material generator by JACET. ITHET (2014)
Yoshitatsu Matsuda, Kazunori Yamaguchi, Ken-ichiro Nishioka
Discovery of Spatio-Temporal Patterns from Foursquare by Diffusion-type Estimation and ICA. ICANN (2014)
Yoshitatsu Matsuda, Kazunori Yamaguchi
Ensemble Joint Approximate Diagonalization by an Information Theoretic Approach. ICONIP (3) (2013)
Yoshitatsu Matsuda, Kazunori Yamaguchi
Global Mapping Analysis: Stochastic Gradient Algorithm in Multidimensional Scaling. IEICE Trans. Inf. Syst. (2) (2012)
Yoshitatsu Matsuda, Kazunori Yamaguchi
A Robust Objective Function of Joint Approximate Diagonalization. ICANN (2) (2012)
Yoshitatsu Matsuda, Kazunori Yamaguchi
An Information Theoretic Approach to Joint Approximate Diagonalization. ICONIP (1) (2011)
Yoshitatsu Matsuda, Kazunori Yamaguchi
An adaptive threshold in joint approximate diagonalization by assuming exponentially distributed errors. Neurocomputing 74 (11) (2011)
Yoshitatsu Matsuda, Kazunori Yamaguchi
Partial Extraction of Edge Filters by Cumulant-Based ICA under Highly Overcomplete Model. ICONIP (2) (2010)
Yoshitatsu Matsuda, Kazunori Yamaguchi
A probabilistic framework for joint approximate diagonalization. IJCNN (2010)
Takayuki Sekiya, Yoshitatsu Matsuda, Kazunori Yamaguchi
Analysis of computer science related curriculum on LDA and Isomap. ITiCSE (2010)
Yoshitatsu Matsuda, Kazunori Yamaguchi
Linear Multilayer ICA Using Adaptive PCA. Neural Process. Lett. 30 (2) (2009)
Yoshitatsu Matsuda, Kazunori Yamaguchi
Joint Approximate Diagonalization Utilizing AIC-Based Decision in the Jacobi Method. ICANN (2) (2009)
Yoshitatsu Matsuda, Kazunori Yamaguchi
An Adaptive Threshold in Joint Approximate Diagonalization by the Information Criterion. ICONIP (1) (2009)
Yoshitatsu Matsuda, Kazunori Yamaguchi
A simple overcomplete ICA algorithm by non-orthogonal pair optimizations. IJCNN (2009)
Yoshitatsu Matsuda, Kazunori Yamaguchi
A connection-limited neural network by InfoMax and InfoMin. IJCNN (2008)
Yoshitatsu Matsuda, Kazunori Yamaguchi
An Overcomplete ICA Algorithm by InfoMax and InfoMin. ICANN (1) (2008)
Yoshitatsu Matsuda, Kazunori Yamaguchi
Extraction of Approximate Independent Components from Large Natural Scenes. ICONIP (1) (2007)
Yoshitatsu Matsuda, Kazunori Yamaguchi
Linear Multilayer ICA Generating Hierarchical Edge Detectors. Neural Comput. 19 (1) (2007)
Yoshitatsu Matsuda, Kazunori Yamaguchi
The InfoMin Principle for ICA and Topographic Mappings. ICA (2006)
Yoshitatsu Matsuda, Kazunori Yamaguchi
A Fixed-Point Algorithm of Topographic ICA. ICANN (2) (2006)
Yoshitatsu Matsuda, Kazunori Yamaguchi
An Efficient MDS Algorithm for the Analysis of Massive Document Collections. KES (2) (2005)
Yoshitatsu Matsuda, Kazunori Yamaguchi
An efficient MDS-based topographic mapping algorithm. Neurocomputing 64 (2005)
Yoshitatsu Matsuda, Kazunori Yamaguchi
Linear Multilayer Independent Component Analysis Using Stochastic Gradient Algorithm. ICA (2004)
Yoshitatsu Matsuda, Kazunori Yamaguchi
Linear Multilayer Independent Component Analysis for Large Natural Scenes. NIPS (2004)
Yoshitatsu Matsuda, Kazunori Yamaguchi
The InfoMin Criterion: An Information Theoretic Unifying Objective Function for Topographic Mappings. ICANN (2003)
Yoshitatsu Matsuda, Kazunori Yamaguchi
Global Mapping Analysis: Stochastic Approximation for Multidimensional Scaling. Int. J. Neural Syst. 11 (5) (2001)