Global Mapping Analysis: Stochastic Approximation for Multidimensional Scaling. - Yoshitatsu Matsuda; Kazunori Yamaguchi (Int. J. Neural Syst., 2001)

The InfoMin Criterion: An Information Theoretic Unifying Objective Function for Topographic Mappings. - Yoshitatsu Matsuda; Kazunori Yamaguchi (ICANN, 2003)

Linear Multilayer Independent Component Analysis Using Stochastic Gradient Algorithm. - Yoshitatsu Matsuda; Kazunori Yamaguchi (ICA, 2004)

Semi-invariant function of Jacobi algorithm in independent component analysis. - Yoshitatsu Matsuda; Kazunori Yamaguchi (IJCNN, 2004)

Linear Multilayer Independent Component Analysis for Large Natural Scenes. - Yoshitatsu Matsuda; Kazunori Yamaguchi (NIPS, 2004)

An Efficient MDS Algorithm for the Analysis of Massive Document Collections. - Yoshitatsu Matsuda; Kazunori Yamaguchi (KES (2), 2005)

An efficient MDS-based topographic mapping algorithm. - Yoshitatsu Matsuda; Kazunori Yamaguchi (Neurocomputing, 2005)

The InfoMin Principle for ICA and Topographic Mappings. - Yoshitatsu Matsuda; Kazunori Yamaguchi (ICA, 2006)

A Fixed-Point Algorithm of Topographic ICA. - Yoshitatsu Matsuda; Kazunori Yamaguchi (ICANN (2), 2006)

Extraction of Approximate Independent Components from Large Natural Scenes. - Yoshitatsu Matsuda; Kazunori Yamaguchi (ICONIP (1), 2007)

Linear Multilayer ICA Generating Hierarchical Edge Detectors. - Yoshitatsu Matsuda; Kazunori Yamaguchi (Neural Comput., 2007)

An Overcomplete ICA Algorithm by InfoMax and InfoMin. - Yoshitatsu Matsuda; Kazunori Yamaguchi (ICANN (1), 2008)

A connection-limited neural network by InfoMax and InfoMin. - Yoshitatsu Matsuda; Kazunori Yamaguchi (IJCNN, 2008)

Joint Approximate Diagonalization Utilizing AIC-Based Decision in the Jacobi Method. - Yoshitatsu Matsuda; Kazunori Yamaguchi (ICANN (2), 2009)

An Adaptive Threshold in Joint Approximate Diagonalization by the Information Criterion. - Yoshitatsu Matsuda; Kazunori Yamaguchi (ICONIP (1), 2009)

A simple overcomplete ICA algorithm by non-orthogonal pair optimizations. - Yoshitatsu Matsuda; Kazunori Yamaguchi (IJCNN, 2009)

Linear Multilayer ICA Using Adaptive PCA. - Yoshitatsu Matsuda; Kazunori Yamaguchi (Neural Process. Lett., 2009)

Partial Extraction of Edge Filters by Cumulant-Based ICA under Highly Overcomplete Model. - Yoshitatsu Matsuda; Kazunori Yamaguchi (ICONIP (2), 2010)

A probabilistic framework for joint approximate diagonalization. - Yoshitatsu Matsuda; Kazunori Yamaguchi (IJCNN, 2010)

Analysis of computer science related curriculum on LDA and Isomap. - Takayuki Sekiya; Yoshitatsu Matsuda; Kazunori Yamaguchi (ITiCSE, 2010)

An Information Theoretic Approach to Joint Approximate Diagonalization. - Yoshitatsu Matsuda; Kazunori Yamaguchi (ICONIP (1), 2011)

An adaptive threshold in joint approximate diagonalization by assuming exponentially distributed errors. - Yoshitatsu Matsuda; Kazunori Yamaguchi (Neurocomputing, 2011)

A Robust Objective Function of Joint Approximate Diagonalization. - Yoshitatsu Matsuda; Kazunori Yamaguchi (ICANN (2), 2012)

Global Mapping Analysis: Stochastic Gradient Algorithm in Multidimensional Scaling. - Yoshitatsu Matsuda; Kazunori Yamaguchi (IEICE Trans. Inf. Syst., 2012)

Ensemble Joint Approximate Diagonalization by an Information Theoretic Approach. - Yoshitatsu Matsuda; Kazunori Yamaguchi (ICONIP (3), 2013)

Discovery of Spatio-Temporal Patterns from Foursquare by Diffusion-type Estimation and ICA. - Yoshitatsu Matsuda; Kazunori Yamaguchi; Ken-ichiro Nishioka (ICANN, 2014)

Improvement of difficulty estimation of personalized teaching material generator by JACET. - Ikumi Horie; Kazunori Yamaguchi; Kenji Kashiwabara; Yoshitatsu Matsuda (ITHET, 2014)

Objective Function of ICA with Smooth Estimation of Kurtosis. - Yoshitatsu Matsuda; Kazunori Yamaguchi (ICONIP (3), 2015)

Discovery of localized spatio-temporal patterns from location-based SNS by clustering users. - Ken-ichiro Nishioka; Yoshitatsu Matsuda; Kazunori Yamaguchi (IJCNN, 2015)

Curriculum analysis of CS departments based on CS2013 by simplified, supervised LDA. - Takayuki Sekiya; Yoshitatsu Matsuda; Kazunori Yamaguchi (LAK, 2015)

Discovery of Regular and Irregular Spatio-Temporal Patterns from Location-Based SNS by Diffusion-Type Estimation. - Yoshitatsu Matsuda; Kazunori Yamaguchi; Ken-ichiro Nishioka (IEICE Trans. Inf. Syst., 2015)

Gram-Schmidt Orthonormalization to the Adaptive ICA Function for Fixing the Permutation Ambiguity. - Yoshitatsu Matsuda; Kazunori Yamaguchi (ICONIP (2), 2016)

Adaptive objective function of ICA by Gaussian approximation in second-order polynomial feature space. - Yoshitatsu Matsuda; Kazunori Yamaguchi (IJCNN, 2016)

User Location Prediction by Diffusion-Type Estimation Using Location-Based SNS Check-in Data. - Ken-ichiro Nishioka; Yoshitatsu Matsuda; Kazunori Yamaguchi (iThings/GreenCom/CPSCom/SmartData, 2016)

A web-based curriculum engineering tool for investigating syllabi in topic space of standard computer science curricula. - Takayuki Sekiya; Yoshitatsu Matsuda; Kazunori Yamaguchi (FIE, 2017)

Efficient Optimization of the Adaptive ICA Function with Estimating the Number of Non-Gaussian Sources. - Yoshitatsu Matsuda; Kazunori Yamaguchi (LVA/ICA, 2017)

Discovery of Interconnection Among Knowledge Areas of Standard Computer Science Curricula by a Data Science Approach. - Yoshitatsu Matsuda; Takayuki Sekiya; Kazunori Yamaguchi (ICONIP (5), 2017)

Estimation of the Success Probability of Random Sampling by the Gram-Charlier Approximation. - Yoshitatsu Matsuda; Tadanori Teruya; Kenji Kashiwabara (IACR Cryptol. ePrint Arch., 2018)

Curriculum Analysis of Computer Science Departments by Simplified, Supervised LDA. - Yoshitatsu Matsuda; Takayuki Sekiya; Kazunori Yamaguchi (J. Inf. Process., 2018)

A Unifying Objective Function of Independent Component Analysis for Ordering Sources by Non-Gaussianity. - Yoshitatsu Matsuda; Kazunori Yamaguchi (IEEE Trans. Neural Networks Learn. Syst., 2018)

Efficient Estimation of Number of Short Lattice Vectors in Search Space under Randomness Assumption. - Yoshitatsu Matsuda; Tadanori Teruya; Kenji Kashiwabara (APKC@AsiaCCS, 2019)

Investigation on University Websites for Semi-automated Syllabus Crawling. - Takayuki Sekiya; Yoshitatsu Matsuda; Kazunori Yamaguchi (FIE, 2019)

Optimization of Search Space for Finding Very Short Lattice Vectors. - Yoshitatsu Matsuda (IWSEC, 2020)

A Proposal for a Hybrid Syllabus Search Tool that Combines Keyword Search and Content Based Classification. - Takayuki Sekiya; Tomohiro Tatejima; Yoshitatsu Matsuda; Kazunori Yamaguchi (EDUCON, 2021)

Cost-based Framework for Natural Language Argumentation Analysis. - Kazunori Yamaguchi; Yoshitatsu Matsuda (ITHET, 2021)

Analysis of Computer Science Textbooks by Topic Modeling and Dynamic Time Warping. - Taisuke Kawamata; Yoshitatsu Matsuda; Takayuki Sekiya; Kazunori Yamaguchi (TALE, 2021)

Improvements of a Hybrid Syllabus Search Tool by Syllabus-related Heuristics. - Takayuki Sekiya; Yoshitatsu Matsuda; Kazunori Yamaguchi (FIE, 2022)

Averaging Solution of Differential Equations as Value for Argumentation Graph with Similarity. - Kazunori Yamaguchi; Yoshitatsu Matsuda; Yuya Morinaga (KES, 2022)

Efficient Estimation of Unique Components in Independent Component Analysis by Matrix Representation. - Yoshitatsu Matsuda; Kazunori Yamaguchi (CoRR, 2024)