Kazunori Yamaguchi

Orcid: 0000-0003-0383-7386

According to our database1, Kazunori Yamaguchi authored at least 82 papers between 1982 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2022
Deep Learning-enabled Detection and Classification of Bacterial Colonies using a Thin Film Transistor (TFT) Image Sensor.
CoRR, 2022

Averaging Solution of Differential Equations as Value for Argumentation Graph with Similarity.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

Improvements of a Hybrid Syllabus Search Tool by Syllabus-related Heuristics.
Proceedings of the IEEE Frontiers in Education Conference, 2022

2021
Analysis of Computer Science Textbooks by Topic Modeling and Dynamic Time Warping.
Proceedings of the 2021 IEEE International Conference on Engineering, 2021

Cost-based Framework for Natural Language Argumentation Analysis.
Proceedings of the 19th International Conference on Information Technology Based Higher Education and Training, 2021

A Proposal for a Hybrid Syllabus Search Tool that Combines Keyword Search and Content Based Classification.
Proceedings of the IEEE Global Engineering Education Conference, 2021

2020
Improvement of Neural Reverse Dictionary by Using Cascade Forward Neural Network.
J. Inf. Process., 2020

Higher-Order Rank Functions on Directed Graphs.
Fundam. Informaticae, 2020

2019
Investigation on University Websites for Semi-automated Syllabus Crawling.
Proceedings of the IEEE Frontiers in Education Conference, 2019

Argument Component Classification by Relation Identification by Neural Network and TextRank.
Proceedings of the 6th Workshop on Argument Mining, ArgMining@ACL 2019, Florence, Italy, 2019

Compact and Robust Models for Japanese-English Character-level Machine Translation.
Proceedings of the 6th Workshop on Asian Translation, 2019

2018
A Unifying Objective Function of Independent Component Analysis for Ordering Sources by Non-Gaussianity.
IEEE Trans. Neural Networks Learn. Syst., 2018

Curriculum Analysis of Computer Science Departments by Simplified, Supervised LDA.
J. Inf. Process., 2018

Improvement of Reverse Dictionary by Tuning Word Vectors and Category Inference.
Proceedings of the Information and Software Technologies - 24th International Conference, 2018

2017
Discovery of Interconnection Among Knowledge Areas of Standard Computer Science Curricula by a Data Science Approach.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Efficient Optimization of the Adaptive ICA Function with Estimating the Number of Non-Gaussian Sources.
Proceedings of the Latent Variable Analysis and Signal Separation, 2017

A web-based curriculum engineering tool for investigating syllabi in topic space of standard computer science curricula.
Proceedings of the 2017 IEEE Frontiers in Education Conference, 2017

2016
User Location Prediction by Diffusion-Type Estimation Using Location-Based SNS Check-in Data.
Proceedings of the 2016 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2016

Adaptive objective function of ICA by Gaussian approximation in second-order polynomial feature space.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Gram-Schmidt Orthonormalization to the Adaptive ICA Function for Fixing the Permutation Ambiguity.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Minimal Cost Semantics in Argumentation Framework on Semiring Cost Assignment.
Proceedings of the Computational Models of Argument, 2016

2015
Discovery of Regular and Irregular Spatio-Temporal Patterns from Location-Based SNS by Diffusion-Type Estimation.
IEICE Trans. Inf. Syst., 2015

Curriculum analysis of CS departments based on CS2013 by simplified, supervised LDA.
Proceedings of the Fifth International Conference on Learning Analytics And Knowledge, 2015

Discovery of localized spatio-temporal patterns from location-based SNS by clustering users.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Objective Function of ICA with Smooth Estimation of Kurtosis.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

2014
Improvement of difficulty estimation of personalized teaching material generator by JACET.
Proceedings of the 2014 Information Technology Based Higher Education and Training, 2014

Discovery of Spatio-Temporal Patterns from Foursquare by Diffusion-type Estimation and ICA.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014

2013
Tracing quiz set to identify novices' programming misconceptions.
Proceedings of the 13th Koli Calling International Conference on Computing Education Research, 2013

Ensemble Joint Approximate Diagonalization by an Information Theoretic Approach.
Proceedings of the Neural Information Processing - 20th International Conference, 2013

Cylinder-Infinite-Connect-Four Except for Widths 2, 6, and 11 Is Solved: Draw.
Proceedings of the Computers and Games - 8th International Conference, 2013

2012
Finding a Very Short Lattice Vector in the Extended Search Space.
J. Inf. Process., 2012

Global Mapping Analysis: Stochastic Gradient Algorithm in Multidimensional Scaling.
IEICE Trans. Inf. Syst., 2012

Skill hierarchy revised by SEM and additional skills.
Proceedings of the 2012 International Conference on Information Technology Based Higher Education and Training, 2012

A Robust Objective Function of Joint Approximate Diagonalization.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

2011
An adaptive threshold in joint approximate diagonalization by assuming exponentially distributed errors.
Neurocomputing, 2011

An Information Theoretic Approach to Joint Approximate Diagonalization.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Infinite Connect-Four Is Solved: Draw.
Proceedings of the Advances in Computer Games - 13th International Conference, 2011

2010
Evaluation of Game Tree Search Methods by Game Records.
IEEE Trans. Comput. Intell. AI Games, 2010

Exhaustive Search for Finding a Very Short Vector in High-Dimensional Lattices.
Proceedings of the Advances in Information and Computer Security, 2010

Analysis of computer science related curriculum on LDA and Isomap.
Proceedings of the 15th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education, 2010

A probabilistic framework for joint approximate diagonalization.
Proceedings of the International Joint Conference on Neural Networks, 2010

Partial Extraction of Edge Filters by Cumulant-Based ICA under Highly Overcomplete Model.
Proceedings of the Neural Information Processing. Models and Applications, 2010

2009
Linear Multilayer ICA Using Adaptive PCA.
Neural Process. Lett., 2009

A simple overcomplete ICA algorithm by non-orthogonal pair optimizations.
Proceedings of the International Joint Conference on Neural Networks, 2009

An Adaptive Threshold in Joint Approximate Diagonalization by the Information Criterion.
Proceedings of the Neural Information Processing, 16th International Conference, 2009

Joint Approximate Diagonalization Utilizing AIC-Based Decision in the Jacobi Method.
Proceedings of the Artificial Neural Networks, 2009

Mining Interesting Rules by Association and Classification Algorithms.
Proceedings of the Fourth International Conference on Frontier of Computer Science and Technology, 2009

2008
A connection-limited neural network by InfoMax and InfoMin.
Proceedings of the International Joint Conference on Neural Networks, 2008

An Overcomplete ICA Algorithm by InfoMax and InfoMin.
Proceedings of the Artificial Neural Networks, 2008

Evaluation of Monte Carlo tree search and the application to Go.
Proceedings of the 2008 IEEE Symposium on Computational Intelligence and Games, 2008

2007
Linear Multilayer ICA Generating Hierarchical Edge Detectors.
Neural Comput., 2007

Pattern detection from web using AFA set theory.
Proceedings of the 9th ACM International Workshop on Web Information and Data Management (WIDM 2007), 2007

Extraction of Approximate Independent Components from Large Natural Scenes.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

Visualization and Adjustment of Evaluation Functions Based on Evaluation Values and Win Probability.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
A Fixed-Point Algorithm of Topographic ICA.
Proceedings of the Artificial Neural Networks, 2006

The InfoMin Principle for ICA and Topographic Mappings.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

2005
An efficient MDS-based topographic mapping algorithm.
Neurocomputing, 2005

Focused crawling by exploiting anchor text using decision tree.
Proceedings of the 14th international conference on World Wide Web, 2005

An Efficient MDS Algorithm for the Analysis of Massive Document Collections.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

Higher-order rank analysis for web structure.
Proceedings of the HYPERTEXT 2005, 2005

2004
Linear Multilayer Independent Component Analysis for Large Natural Scenes.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

Linear Multilayer Independent Component Analysis Using Stochastic Gradient Algorithm.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Structural analysis for web documentation using the non-well-founded set.
Proceedings of the HYPERTEXT 2004, 2004

2003
The InfoMin Criterion: An Information Theoretic Unifying Objective Function for Topographic Mappings.
Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

Automated Identification of Patterns in Evaluation Functions.
Proceedings of the Advances in Computer Games, 2003

2002
Dynamic Link Library for Statistical Analysis and Its Excel Interface.
Comput. Stat., 2002

Statistical Computing on Web Browsers with the Dynamic Link Library.
Proceedings of the COMPSTAT 2002, 2002

2001
Global Mapping Analysis: Stochastic Approximation for Multidimensional Scaling.
Int. J. Neural Syst., 2001

2000
Compiling Logical Features into Specialized State-Evaluators by Partial Evaluation, Boolean Tables and Incremental Calculation.
Proceedings of the PRICAI 2000, Topics in Artificial Intelligence, 6th Pacific Rim International Conference on Artificial Intelligence, Melbourne, Australia, August 28, 2000

1997
I-Regular Expression: Regular Expression with Continuous Interval Constraints.
Proceedings of the Sixth International Conference on Information and Knowledge Management (CIKM'97), 1997

1993
Abstract Indexing Mechanism of the Extensible DBMS Modus.
Proceedings of the 3rd International Conference on Database Systems for Advanced Applications (DASFAA), 1993

LRU-S: A New Buffer Allocation Approach for OODBMS.
Proceedings of the 3rd International Conference on Database Systems for Advanced Applications (DASFAA), 1993

A Guideline for Implementing Access Method Modules in Extensible DBMS MODUS.
Proceedings of the Advances in Database Research, 1993

1992
Decomposition - An Approach for Optimizing Queries Including ADT Functions.
Inf. Process. Lett., 1992

1991
Optimization of Queries Including ADT Functions.
Proceedings of the Database Systems for Advanced Applications '91, 1991

1985
A Data Flow Language for Controlling Multiple Interactive Devices.
IEEE Computer Graphics and Applications, 1985

Generation of Topological Boundary Representations from Octree Encoding.
IEEE Computer Graphics and Applications, 1985

1984
Computer-Integrated Manufacturing of Surfaces Using Octree Encoding.
IEEE Computer Graphics and Applications, 1984

Octree-Related Data Structures and Algorithms.
IEEE Computer Graphics and Applications, 1984

Top-down VLSI Design Experiments on a Picture Database Computer.
Proceedings of the VLSI Engineering: Beyond Software Engineering, 1984

Three-Dimensional Data Input by Selection of Hierarchically Defined Blocks.
Proceedings of the 5th European Computer Graphics Conference and Exhibition, 1984

1982
PICCOLO Logic for a Picture Database Computer and Its Implementation.
IEEE Trans. Computers, 1982


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