KOBAYASHI Manabu

J-GLOBAL         Last updated: Nov 6, 2018 at 17:10
 
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Name
KOBAYASHI Manabu
Affiliation
Waseda University
Section
Center for Data Science
Job title
Associate Professor

Research Areas

 
 

Academic & Professional Experience

 
Apr 1998
 - 
Mar 2001
Research assistant, Department of Science and Engineering, Waseda University
 
Apr 2001
 - 
Mar 2002
Researcher, Research Institute for Science and Engineering, Waseda University
 
Apr 2002
 - 
Mar 2008
Lecturer, Faculty of Engineering, Shonan Institute of Technology
 
Apr 2008
 - 
Mar 2014
Associate professor, Faculty of Engineering, Shonan Institute of Technology
 
Apr 2014
 - 
Mar 2018
Professor, Faculty of Engineering, Shonan Institute of Technology
 
Apr 2018
 - 
Today
Professor, Center for data science, Waseda University
 

Education

 
Apr 1990
 - 
Mar 1994
Department of Industrial and Management Systems Engineering, Department of Science and Engineering, Waseda University
 
Apr 1994
 - 
Mar 1996
Department of Industrial and Management Systems Engineering, Graduate School of Science and Engineering, Waseda University
 
Apr 1996
 - 
Mar 1999
Department of Industrial and Management Systems Engineering, Graduate School of Science and Engineering, Waseda University
 

Published Papers

 
Probabilistic Fault Diagnosis and its Analysis in Multicomputer Systems
Manabu Kobayashi, Toshiyasu Matsushima, Shigeichi Hirasawa
IEICE Trans. Fundamentals   E101-A(12)    Dec 2018   [Refereed]
Proposal for an l_1 Regularized Factorization Machine
K. Mikawa,M. Kobayashi,M. Goto,S. Hirasawa
Proceedings of the Asia Pacific Industrial Engineering & Management Systems Conference      Dec 2018   [Refereed]
System Evaluation of Error Correcting Output Codes for Artificial Data Methods
S. Hirasawa, G. Kumoi, M. Kobayashi, M. Goto, H. Inazumi
Proceedings of 2018 International Conference of Engineering, Technology, and Applied Science (ICETA 2018)   112-122   Jun 2018   [Refereed]
A Greedy Construction Approach of Codeword Table on Error Correcting Output Coding for Multivalued Classification and Its Evaluation by Using Artificial Data
G. Kumoi, H. Yagi, M. Kobayashi, M. Goto, S. Hirasawa
Proceedings of 2018 International Conference of Engineering, Technology, and Applied Science (ICETA 2018)   15-22   Jun 2018   [Refereed]
Least Square Error Estimation for Regression Models with Mixed Error Distribution
M. Goto, M. Kobayashi, S. Hirasawa
Proceedings of 2018 International Conference of Engineering, Technology, and Applied Science (ICETA 2018)   123-129   Jun 2018   [Refereed]
Use of Student Grouping to Make Flipped Classroom More Effective
K. Umezawa, M. Kobayashi, T. Ishida, M. Nakazawa, and S. Hirasawa
Proceeding of the 16th Hawaii International Conference on Education   1249-1250   Jan 2018   [Refereed]
System Evaluation of Construction Methods for Multi-class Problems Using Binary Classifiers
S. Hirasawa, G. Kumoi, M. Kobayashi, M. Goto, H. Inazumi
Trends and Advances in Information Systems and Technologies   2 909-919   2018   [Refereed]
K. Mikawa, M. Kobayashi, M. Goto and S. Hirasawa
Proceedings of 2017 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2017)   1-5   Dec 2017   [Refereed]
M. Kobayashi, K. Mikawa, M. Goto, T. Matsushima and S. Hirasawa
Proceedings of 16th IEEE International Conference On Machine Learning And Applications   893-896   Dec 2017   [Refereed]
M. Kobayashi, K. Mikawa, M. Goto and S. Hirasawa
Proceedings of 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC)   1926-1931   Oct 2017   [Refereed]
Experiment Evaluation of Effective Grouped Flipped Classroom
K. Umezawa, M. Kobayashi, T. Ishida, M. Nakazawa and S. Hirasawa
Proceeding of the 5th International Conference on Applied Computing & Information Technology (ACIT 2017)   71-76   Jul 2017   [Refereed]
A study on distance metric learning using distance structure among category centroids
K. Mikawa, M. Kobayashi, M. Goto and S. Hirasawa
Proc. The 17th Asia Pacific Industrial Engineering and Management Systems Conference      Dec 2016   [Refereed]
Distance Metric Learning based on Different l1 Regularized Metric Matrices in Each Category
K. Mikawa, M. Kobayashi, M. Goto and S. Hirasawa
Proc. 2016 International Symposium on Information Theory and its Applications   285-289   Nov 2016   [Refereed]
A Bayes Prediction Algorithm for Model Class Composed of Several Subclasses
M. Goto, M. Kobayashi, K. Mikawa and S. Hirasawa
Proc. 2016 International Symposium on Information Theory and its Applications   121-125   Nov 2016   [Refereed]
Latent Class Model Analysis Based on the Variational Bayes
M. Kobayashi, M. Goto, T. Matsushima and S. Hirasawa
Proc. of 2016 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing   125-128   Mar 2016   [Refereed]
A Method based on Self-study Log Information for Improving Effectiveness of Classroom Component in Flipped Classroom Approach
K.Umezawa, T.Ishida, M.Aramoto, M.Kobayashi, M.Nakazawa, S.Hirasawa
International Journal of Software Innovation   4(2) 17-32   2016   [Refereed]
K.Mikawa, M.Kobayashi, M.Goto, S.Hirasawa
Proc. of 2014 IEEE International Conference on Systems, Man, and Cybernetics   1645-1650   Oct 2015   [Refereed]
K.Umezawa, M.Aramoto, M.Kobayashi, T.Ishida, M.Nakazawa, S.Hirasawa
Proc. of the 3rd International Conference on Applied Computing & Information Technology (ACIT 2015)   263-268   Sep 2015   [Refereed]
M. Goto, K. Mikawa, S. Hirasawa, M. Kobayashi and S. Horii
Journal of Industrial Engineering & Management Systems   14(4) 1-12   2015   [Refereed]
An Analysis of Purchasing and Browsing Histories on an EC Site Based on a New Latent Class Model
M. Goto, K. Mikawa, M. Kobayashi, S. Horii, T. Suko, S. Hirasawa
Proc. of the 1st East Asia Workshop on Industrial Engineering      Nov 2014   [Refereed]
M. Goto, K. Minetoma, K. Mikawa, M. Kobayashi, and S. Hirasawa
Proc. of 2014 IEEE International Conference on Systems, Man, and Cybernetics   1325-1330   Oct 2014   [Refereed]
K. Mikawa, M. Kobayashi, M. Goto, and S. Hirasawa
Proc. of 2014 IEEE International Conference on Systems, Man, and Cybernetics   2000-2005   Oct 2014   [Refereed]
M. Kobayashi, M. Goto, T. Matsushima, and S. Hirasawa
Proc. of 2014 IEEE International Conference on Systems, Man, and Cybernetics   2815-2821   Oct 2014   [Refereed]
DRDLC Generating t-Term Boolean Functions Based on DG-CNTFETs
M. Kobayashi, H. Ninomiya, Y. Miura and S. Watanabe
Proc. of 2014 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing   81-84   Mar 2014   [Refereed]
M. Kobayashi, H.Ninomiya, Y.Miura and S. Watanabe
IEICE Trans. on Fundamentals   E97-A(5) 1051-1058   2014   [Refereed]
H. Ninomiya, M. Kobayashi, Y. Miura and S. Watanabe
IEICE Trans. on Fundamentals   E97-A(2) 675-678   2014   [Refereed]
J. Kato, S. Watanabe, H. Ninomiya, M. Kobayashi and Y. Miura
Contemporary Engineering Sciences   7(2) 87-102   2014   [Refereed]
J. Kato, S. Watanabe, H. Ninomiya, M. Kobayashi and Y. Miura
Contemporary Engineering Sciences   7(1) 39-52   2014   [Refereed]
Y, Miura, H. Ninomiya, M. Kobayashi and S. Watanabe
Proc. of 2013 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing   148-152   Aug 2013   [Refereed]
Linear Time ADMM Decoding for LDPC Codes over MIMO Channels
M. Kobayashi, H. Ninomiya, T. Matsushima and S. Hirasawa
Proc. of 2013 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing   185-188   Mar 2013   [Refereed]
M. Kobayashi, H. Ninomiya and S. Watanabe
IEICE Trans. on Fundamentals   E96-A(7) 1642-1644   2013   [Refereed]
H. Ninomiya, M. Kobayashi and S. Watanabe
IEICE Trans. on Fundamentals   E96-A(1) 356-359   2013   [Refereed]
Fault Diagnosis Algorithm in Multi-Computer Systems based on Lagrangian Relaxation Method
S. Horii, M. Kobayashi, T. Matsushima and S. Hirasawa
Proc. 2012 International Symposium on Information Theory and its Applications   717-721   Oct 2012   [Refereed]
An Error Probability Estimation of the Document Classification Using Markov Model
M. Kobayashi, H. Ninomiya, T. Matsushima and S. Hirasawa
Proc. 2012 International Symposium on Information Theory and its Applications   712-716   Oct 2012   [Refereed]
On the capacity of fingerprinting codes against AND, averaging, and related attacks
G. Hosoya, H. Yagi, M. Kobayashi, and S. Hirasawa
Journal of Information Assurance and Security   7(1) 41-51   2012   [Refereed]
G.Hosoya, ,H.Yagi, M.Kobayashi and S.Hirasawa
Proc. 7th International Conference on Information Assurance and Security   234-239   Dec 2011   [Refereed]
M.Kobayashi, T.Takabatake, T.Matsushima and S.Hirasawa
Proc. 2011 IEEE International Conference on Systems, Man, and Cybernetics   1205-1211   Oct 2011   [Refereed]
G. Hosoya, H. Yagi, M. Kobayashi, and S. Hirasawa
IEICE Trans. on Fundamentals   E92-A(10) 2418-2430   2009   [Refereed]
H.Yagi, M.Kobayashi and S.Hirasawa
Proc. of International Symposium on Information Theory and its Applications      Dec 2008   [Refereed]
M.Kobayashi, H.Yagi, T.Matsushima and S.Hirasawa
Proc. of International Symposium on Information Theory and its Applications      Dec 2008   [Refereed]
Manabu Kobayashi, Hideki Yagi, Toshiyasu Matsushima and Shigeichi Hirasawa
IEICE Trans. on Fundamentals   E91-A(10) 2754-2764   2008   [Refereed]
Calculation Method of Low Weight Distribution for Parallel Concatenated Block Codes
M.Kobayashi, T.Matsushima and S.Hirasawa
Proceedings of International Symposium on Information Theory and its Applications   829-834   2004   [Refereed]
An Improved Method of Reliability-based Maximum Likelihood Decoding Algorithms using an Order Relation among Binary Vectors
H.Yagi, M.Kobayashi, T.Matsushima and S.Hirasawa
IEICE Trans. Fundamentals   E87-A(10) 2493-2503   2004   [Refereed]
Complexity Reduction of the Gazelle and Snyders Decoding Algorithm for Maximum Likelihood Decoding
H.Yagi, M.Kobayashi and S.Hirasawa
IEICE Trans. Fundamentals   E86-A(10) 2461-2472   2003   [Refereed]
An Efficient Heuristic Search Method for Maximum Likelihood Decoding of Linear Block Codes Using Dual Codes
T.Okada, M.Kobayashi and S.Hirasawa
IEICE Trans. Fundamentals   Vol.E85-A(2) 485-489   2002   [Refereed]
Iterative Soft−Decision Decoding using an Update Algorithm of Error−Locator Polynomial for Binary BCH Codes
M. Kobayashi, T. Matsushima and S. Hirasawa
Proceedings of International Symposium on Information Theory and its Applications   90-93   1998   [Refereed]

Misc

 
Collaborative Filtering Based on the Latent Class Model using Variational Bayes
M. Kobayashi, K. Mikawa, M. Goto and S. Hirasawa
Proceedings of 40th Symposium on Information Theory and its Applications(SITA2017)   19-24   Nov 2017
Exponential error bounds for block codes constructed by unit memory trellis codes
S. Hirasawa, H. Yagi, M. Kobayashi, and M. Kasahara
IEICE, Tech. Rep.   117(120) 97-102   Jul 2017
The Capacity of Fingerprinting Codes Against Several Attack Classes with Unknown Size of Colluders
G. Hosoya, H. Yagi, M. Kobayashi, S. Hirasawa
Proc.34th Symposium on Information Theory and its Applications   34 442-447   Dec 2011
Separate Interference Channels with Partially Cooperating Decoders
H. Yagi, M. Kobayashi
IEICE Technical ReportIT2009-3   109(66) 13-18   May 2009
On Designing Irregular LDPC Codes using Accurate Densities for Gilbert-Elliott Channel
M.Kobayashi, H.Yagi, T.Matsushima and S.Hirasawa
Proc. of the 31th Symposium of Information Theory and its Applications   516-521   Dec 2008

Research Grants & Projects

 
Development of Efficient Encoding and Decoding Method for Error Correcting Codes