Faculty Profiles - HONDA Aoi

Faster Learning in Inclusive-Exclusive Integral Neural Networks

Fukushima Yoshihiro, Honda Aoi

Proceedings of the Fuzzy System Symposium ( Japan Society for Fuzzy Theory and Intelligent Informatics ) 39 ( 0 ) 810 - 814 2023.01

Authorship：Last author Language：Japanese Publishing type：Research paper (conference, symposium, etc.)

Inclusion-exclusion integral neural network is an explainable network model using inclusion-exclusion integral defined by fuzzy measures and polynomial operations. Inclusion-exclusion integral neural networks increase the expressiveness of the network by specifying a large additivity, but the number of parameters increases exponentially, and the training time increases accordingly. This is one of the challenges. The objective of this research is to accelerate the learning of inclusion-exclusion integral neural networks by comparing the speed between CPU and GPU in terms of additivity and the number of data, and by applying acceleration methods in PyTorch.

DOI： 10.14864/fss.39.0_810

Model interpretation of Inclusion-Exclusion integral neural network using SHAP Values and Owen Values

Yamashita Kenkou, Honda Aoi

Proceedings of the Fuzzy System Symposium ( Japan Society for Fuzzy Theory and Intelligent Informatics ) 39 ( 0 ) 798 - 803 2023.01

Authorship：Last author Language：Japanese Publishing type：Research paper (conference, symposium, etc.)

Inclusion-Exclusion integral neural network is a network model that uses fuzzy measures, which are non-additive measures, and Inclusion-Exclusion integral, which are represented by polynomial operations. The model outputs of this network can be expressed in terms of Inclusion-Exclusion integral formula using the Möbius inversion formula, and the contribution of each feature to the prediction can be calculated using the Shapley values, which is one of the reward calculation methods used in the theory of cooperative games. This allows us to construct a network with interpretability for parameters after training. For this network, we interpret the model using the Shapley values and the Owen values, which is an extended version of the Shapley values when considering a particular coalition structure or division of the set of players. We will also examine model interpretation using SHAP values, where Shapley values are applied to machine learning to allow interpretation of the impact of features on prediction based on input-output relationships.

DOI： 10.14864/fss.39.0_798

A New Design Method of Cylindrical Bearings Based on a Simplified Thermohydrodynamic Lubrication Model Reviewed

Hatakenaka Kiyoshi, Honda Aoi

Tribology Online ( Japanese Society of Tribologists ) 17 ( 3 ) 175 - 195 2022.09

Language：English Publishing type：Research paper (scientific journal)

This paper proposes a new THL bearing design method based on an improved version of a precedent method. The precedent method used a model expression prepared in advance to easily and quickly find a crucial predicted data of the maximum bearing temperature. Three expressions were prepared for three different values of journal eccentricity ratio, 0.25, 0.50, and 0.75. Which one of the three should be used was determined, based on the preliminarily obtained value of journal eccentricity ratio derived from the initially analysis and t–test, for the crucial temperature for any value of journal eccentricity ratio. Furthermore, the new expression explicitly includes the four well-known dimensionless numbers used in THL analysis, that is, Sommerfeld number, bearing width-to-dimeter ratio, Peclet number and Khonsari number. The model expressions for other bearing characteristic performances were obtained in the same way. Compared with some measurements in test rigs of cylindrical bearings, the new improved method is confirmed to predict reasonably accurate bearing performances of cylindrical bearings faster and more easily than the precedent method over a wide range of operating conditions.

DOI： 10.2474/trol.17.175

Other Link： https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85140405454&origin=inward

Representation and Interpretability of IE Integral Neural Networks Reviewed International journal

Honda A., Kamata Y., James S.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 13408 LNAI 168 - 180 2022.08

Zero Additivization of a Monotone Measure on a Finite Set Reviewed International journal

Ryoji Fukuda, Aoi Honda, Yoshiaki Okazaki

Proceedings The 19th International Conference on Modeling Decisions for Artificial Intelligence 2022.08

Non-discrete k-order additivity of a set function and distorted measure Reviewed International journal

Honda A., Fukuda R., Okazaki Y.

Fuzzy Sets and Systems 430 36 - 47 2022.02

Non Additive Set Functions and their Applications—VI Invited Reviewed

Fujimoto Katsushige, Takahagi Eiichiro, Narukawa Yasuo, Honda Aoi

SYSTEMS, CONTROL AND INFORMATION ( THE INSTITUTE OF SYSTEMS, CONTROL AND INFORMATION ENGINEERS ) 65 ( 12 ) 500 - 506 2021.12

Non Additive Set Functions and their Applications—V Invited Reviewed

Fujimoto Katsushige, Takahagi Eiichiro, Narukawa Yasuo, Honda Aoi

SYSTEMS, CONTROL AND INFORMATION ( THE INSTITUTE OF SYSTEMS, CONTROL AND INFORMATION ENGINEERS ) 65 ( 10 ) 426 - 432 2021.10

On Two Generalizations for k-Additivity Reviewed International journal

Fukuda R., Honda A., Okazaki Y.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 12898 LNAI 43 - 53 2021.09

Non Additive Set Functions and their Applications—IV:—Fuzzy Multiple Regression Analysis and Fuzzy Neural Network Invited Reviewed

Honda Aoi, Takahagi Eiichiro, Narukawa Yasuo, Fujimoto Katsushige

SYSTEMS, CONTROL AND INFORMATION ( THE INSTITUTE OF SYSTEMS, CONTROL AND INFORMATION ENGINEERS ) 65 ( 8 ) 340 - 346 2021.08

A New Design Method of Cylindrical Bearings Based on a Simplified Thermohydrodynamic Lubrication Model Reviewed

HATAKENAKA Kiyoshi, HONDA Aoi

JOURNAL OF JAPANESE SOCIETY OF TRIBOLOGISTS ( Japanese Society of Tribologists ) 66 ( 7 ) 548 - 569 2021.07

Authorship：Last author Language：Japanese Publishing type：Research paper (scientific journal)

This paper proposes a new THL bearing design method based on an improved version of a precedent method. The precedent method used a model expression prepared in advance to easily and quickly find a crucial predicted data of the maximum bearing temperature. Three expressions were prepared for three different values of journal eccentricity ratio, 0.25, 0.5, and 0.75. Which one of the three should be used was determined, based on the preliminarily obtained value of journal eccentricity ratio derived from the initially assumed bearing specifications. Two dimensionless temperature-rise parameters κ1 and κ2 were introduced for the common variables of the expression. On the other hand, the new improved method uses a single expression, which is obtained by applying multiple regression analysis and t-test, for the crucial temperature for any value of journal eccentricity ratio. Furthermore, the new expression explicitly includes the four well-known dimensionless numbers used in THL analysis, that is, Sommerfeld number, bearing width-to-dimeter ratio, Peclet number and Khonsari number. The model expressions for other bearing characteristic performances were obtained in the same way. Compared with some measurements in test rigs of cylindrical bearings, the new improved method is confirmed to predict reasonably accurate bearing performances of cylindrical bearings faster and more easily than the precedent method over a wide range of operating conditions.

DOI： 10.18914/tribologist.20-00016

Other Link： https://ci.nii.ac.jp/naid/130008064999

Non Additive Set Functions and their Applications—III:—Measurement and Control for the Degree of Freedom in a Fuzzy Measure Invited Reviewed

Honda Aoi, Takahagi Eiichiro, Narukawa Yasuo, Fujimoto Katsushige

SYSTEMS, CONTROL AND INFORMATION ( THE INSTITUTE OF SYSTEMS, CONTROL AND INFORMATION ENGINEERS ) 65 ( 6 ) 232 - 238 2021.06

Non Additive Set Functions and their Applications—II:—Aggregation Operators Using Set Functions and Fuzzy Integrals Invited Reviewed

Takahagi Eiichiro, Narukawa Yasuo, Honda Aoi, Fujimoto Katsushige

SYSTEMS, CONTROL AND INFORMATION ( THE INSTITUTE OF SYSTEMS, CONTROL AND INFORMATION ENGINEERS ) 65 ( 4 ) 152 - 158 2021.04

Non Additive Set Functions and their Applications—I:—Set Functions Invited Reviewed

Narukawa Yasuo, Takahagi Eiichiro, Honda Aoi, Fujimoto Katsushige

SYSTEMS, CONTROL AND INFORMATION ( THE INSTITUTE OF SYSTEMS, CONTROL AND INFORMATION ENGINEERS ) 65 ( 2 ) 67 - 73 2021.02

Constructive k-additive measure and decreasing convergence theorems Reviewed International journal

Fukuda R., Honda A., Okazaki Y.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 12256 LNAI 104 - 116 2020.08

Parameter learning and applications of the inclusion-exclusion integral for data fusion and analysis Reviewed International journal

Honda A., James S.

Information Fusion 56 28 - 38 2020.04

Comparison of Decomposition Type Nonlinear Integrals Based on the Convergence Theorem Invited Reviewed

FUKUDA Ryoji, HONDA Aoi, OKAZAKI Yoshiaki

Journal of Japan Society for Fuzzy Theory and Intelligent Informatics ( Japan Society for Fuzzy Theory and Intelligent Informatics ) 32 ( 4 ) 782 - 791 2020.01

Language：Japanese Publishing type：Research paper (scientific journal)

We consider several nonlinear integrals with respect to the monotone measures. We term the integrals defined by certain approximations via simple functions as decomposition type integrals. This category is classified based on the approximation directions (from above/below) and the disjointness of corresponding measurable set families (partition/covering). Furthermore, we add two classification points: finiteness of the summation (finite/countable) and sign of coefficients (non-negative/signed). This study aims to clarify the essential features of these integrals by considering several convergence theorems for each group of the decomposition type integrals.

DOI： 10.3156/jsoft.32.4_782

Kyutacar

Non-Linear Integral Based on Convex/Concave Extension (The generalization of function spaces and its enviroment)

Other Link： https://ci.nii.ac.jp/naid/130007887746

Approximate Expression of Maximum Temperature of Journal Bearings Based on Simplified Thermohydrodynamic Lubrication Model

HATAKENAKA Kiyoshi, HONDA Aoi

The Proceedings of Mechanical Engineering Congress, Japan ( The Japan Society of Mechanical Engineers ) 2020 ( 0 ) J10104 2020.01

Fukuda Ryoji, Honda Aoi, Okazaki Yoshiaki

RIMS Kokyuroku ( Research Institute for Mathematical Sciences, Kyoto University ) 2143 ( 2143 ) 40 - 50 2019.12

An Approach to Interaction Analysis of Pains using Onomatopoeia and the Fuzzy Measure Reviewed International journal

Proceedings of The 16th international Conference on Modeling Decisions for Artificial Intelligence 38 - 49 2019.09

非分布関数型ファジイ積分に関する収束定理

福田亮治,本田あおい,岡崎悦明

数理解析研究所講究録非線形解析学と凸解析学の研究 2112 134 - 140 2019.04

Convergence Theorems for Fuzzy Integrals of Non Distribution Type (Study on Nonlinear Analysis and Convex Analysis) Reviewed

Fukuda Ryoji, Honda Aoi, Okazaki Yoshiaki

RIMS Kokyuroku 2112 134 - 140 2019.04

Generalization of inclusion–exclusion integral for nondiscrete monotone measure space Reviewed International journal

Honda A., Okazaki Y.

Fuzzy Sets and Systems 355 42 - 58 2019.01

Convergence Theorems for Decomposition Type Non-linear Integral Invited Reviewed

FUKUDA Ryoji, HONDA Aoi, OKAZAKI Yoshiaki

Journal of Japan Society for Fuzzy Theory and Intelligent Informatics ( Japan Society for Fuzzy Theory and Intelligent Informatics ) 31 ( 4 ) 108 - 115 2019.01

非加法的単調測度によるLp空間

福田亮治,本田あおい,岡崎悦明

数理解析研究所講究録関数空間の深化とその周辺 2095 138 - 144 2018.12

非加法的単調測度による$L_{p}$空間 (関数空間の深化とその周辺)

本田あおい, 岡崎悦明

数理解析研究所講究録 ( 京都大学数理解析研究所 ) 2095 138 - 144 2018.12

単調測度を利用した多変量解析 (関数空間の深化とその周辺)

本田あおい, 岡崎悦明

数理解析研究所講究録 ( 京都大学数理解析研究所 ) 2095 ( 2095 ) 131 - 137 2018.12

非加法的単調測度によるL[p]空間 (関数空間の深化とその周辺)

本田あおい, 岡崎悦明

数理解析研究所講究録 ( 京都大学数理解析研究所 ) ( 2095 ) 138 - 144 2018.12

Representation of Shapley value of cooperative game Invited Reviewed

Aoi Honda,Yoshiaki Okazaki

Proceedings of the 6th Asian Conference on NAO-ASIA 2018 25 - 25 2018.11

包除積分の非離散化

本田あおい,岡崎悦明

実解析学シンポジウム2017報告集 49 59 - 64 2018.03

Expressive human pose deformation based on the rules of attractive poses Reviewed International journal

Oshita M., Yamamura K., Honda A.

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST 229 162 - 171 2018.01

Multivariate Analysis Using Inclusion-Exclusion Integral Mathematical Model Invited Reviewed

HONDA Aoi

Journal of Japan Society for Fuzzy Theory and Intelligent Informatics ( Japan Society for Fuzzy Theory and Intelligent Informatics ) 30 ( 4 ) 183 - 192 2018.01

Motion Interpolation Using Adjectives and Motion Features Reviewed International journal

Oshita Masaki, Honda Aoi, Katsurada Maho, Aosaki Yuya

The Journal of the Society for Art and Science ( The Society for Art and Science ) 16 ( 5 ) 138 - 153 2017.12

Language：English Publishing type：Research paper (scientific journal)

In this paper, we propose a motion interpolation method using parameters based on adjectives. We conducted a questionnaire experiment in which subjects were asked to evaluate 10 example walking motions using 41 pairs of adjectives. Based on the results, 27 pairs of adjectives that are effective for motion parameterization were selected and four primary parameters were determined by categorizing the adjectives. Our motion interpolation method allows the user to create various styles of motions using the four primary parameters and any combination of the additional 27 adjective pairs. We also conducted a questionnaire experiment on another motion set of 27 walking motions and obtained the same four primary parameters and 29 adjective pairs. These results show that our method and the four primary parameters can be generalized for walking motions. In addition, our approach was applied to motion features that are computed example motions without any questionnaire experiment and obtained the primary and additional motion feature parameters for motion interpolation. This realizes motion interpolation using parameters based on motion features. The user of our system can choose adjective or motion feature parameters to create a motion depending on the type of motion that he or she wants to create. We present the results of our experiments and demonstrate the advantages of our method.

DOI： 10.3756/artsci.16.138

Other Link： https://www.jstage.jst.go.jp/article/artsci/16/5/16_138/_pdf

How to Cope with a Reviewer's Confidence? A Case Study on Fuzzy Aspects of Conference Paper Decisions Reviewed International journal

2017.10

Averaging aggregation functions based on inclusion-exclusion integrals Reviewed International journal

Honda A., James S.

IFSA-SCIS 2017 - Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems 2017.08

Quasi-metric on the function space Lp(0≦p≦∞) for a fuzzy measure

本田あおい,岡崎悦明

数理解析研究所講究録 2041 199 - 208 2017.07

Quasi-metrics on the function spaces $L_{p}(0 le p le infty)$ for a fuzzy measure (The structure of function spaces and its environment)

Honda Aoi, Okazaki Yoshiaki

RIMS Kokyuroku 2041 ( 2041 ) 199 - 208 2017.07

Authorship：Lead author,　Corresponding author Language：Japanese Publishing type：Research paper (bulletin of university, research institution)

We introduce the function spaces L_{p}(0 leq pleq infty) and the natural quasimetrics on them based on the Sugeno integral for a fuzzy neasure. It is proved that for every 0<p, q<infty, L_{p}=L_{q} holds.

Other Link： https://ci.nii.ac.jp/naid/120006579150

Finding rules of attractive human poses using decision tree and generating novel attractive poses Reviewed International journal

Oshita M., Yamamura K., Honda A.

ACM International Conference Proceeding Series Part F128640 2017.06

Theory of inclusion-exclusion integral Reviewed International journal

Honda A., Okazaki Y.

Information Sciences 376 136 - 147 2017.01

Preface Reviewed

10571 LNAI 2017.01

Orness and cardinality indices for averaging inclusion-exclusion integrals Reviewed International journal

Honda A., James S., Rajasegarar S.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 10571 LNAI 51 - 62 2017.01

Authorship：Lead author Language：English Publishing type：Research paper (international conference proceedings)

日本北九州 2017.10.18 - 2017.10.20

DOI： 10.1007/978-3-319-67422-3_6

Other Link： https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85030161842&origin=inward

L1-space for sugeno integral Reviewed International journal

Honda A., Okazaki Y.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 10571 LNAI 63 - 73 2017.01

Authorship：Lead author,　Corresponding author Language：English Publishing type：Research paper (international conference proceedings)

日本北九州 2017.10.18 - 2017.10.20

DOI： 10.1007/978-3-319-67422-3_7

Other Link： https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85030156785&origin=inward

Motion interpolation using adjectives Reviewed International journal

Oshita M., Katsurada M., Honda A.

Proceedings - NICOGRAPH International 2016, NicoInt 2016 36 - 43 2016.09

Lp-space and its dual for a fuzzy measure Reviewed

Aoi Honda, Yoshiaki Okazaki

Proceedings of the 13th International Conference on Modeling Decisions for Articial Intelligence 2016.09

Inclusion-exclusion integral and its application for multi-variate analysis Reviewed

Aoi Honda, Yoshiaki Okazaki

Proceedings of the 13th International Conference on Fuzzy Set Theory and Applications 54 - 54 2016.01

The proposal of the method to check order relations onomatopoeias expressing pains using a relative rating method Reviewed

SHIBAO Issei, HONDA Aoi, OHKI Makoto

Journal of Japan Society for Fuzzy Theory and Intelligent Informatics ( Japan Society for Fuzzy Theory and Intelligent Informatics ) 28 ( 4 ) 734 - 743 2016.01

Language：English Publishing type：Research paper (scientific journal)

This paper discusses the relative rating method to check order relations onomatopoeias expressing pains. There already has been "Pair test", which is a frequently used relative rating method. Its precision is high, yet a burden on subjects is heavy. Therefore we suggested the new relative rating method that has light burden and named this method "Sorting test". Up to the present, many kinds of sorting algorithms have been invented. The Sorting test used "Quick sort", which is said to take the shortest time to sort among the sorting algorithms. So that, the Sorting test evaluates at a small comparison number of times. In addition, we suggested an idea to quantify order relations. The idea can quantify each experimental stimulus regardless of the number of experimental stimuli to compare. Therefore, the idea is able to adjust the number of experimental stimuli.

DOI： 10.3156/jsoft.28.734

Other Link： http://ci.nii.ac.jp/naid/130005266431

Inclusion-exclusion integral and t-norm based data analysis model construction Reviewed International journal

Honda A., Okazaki Y.

Communications in Computer and Information Science 610 65 - 77 2016.01

A Proposal of an Intuitive Interface for Motion Synthesis using Adjectives Reviewed

KATSURADA Maho, HONDA aoi, OSHITA masaki

Reports of the Technical Conference of the Institute of Image Electronics Engineers of Japan ( The Institute of Image Electronics Engineers of Japan ) 15 ( 0 ) 156 - 162 2016.01

Language：English Publishing type：Research paper (scientific journal)

In this paper, we propose a motion interpolation method using the parameters based on adjectives. We have conducted a questionnaire experiment where subjects are asked to annotate ten example walking motions using 41 pairs of adjectives. Based on the results, we selected 27 pairs of adjectives that are effective for motion parameterization and determined four primary components by categorizing the adjectives. Our motion interpolation method allows the user to create various styles of motions through the four primary parameters and any combinations of additional adjectives from 27 pairs of them. We present the results of our experiments and demonstrate the advantage of our method.

DOI： 10.11371/wiieej.15.03.0_156

Other Link： https://ci.nii.ac.jp/naid/130007823239

Inclusion-exclusion integral Reviewed

Aoi Honda, Yoshiaki Okazaki

Proceedings of the 12th International Conference on Modeling Decisions for Artificial Intelligence 2015.09

Approximations and the linearity of the shepp space Reviewed International journal

Honda A., Okazaki Y., Sato H.

Kyushu Journal of Mathematics ( Faculty of Mathematics, Kyushu University ) 69 ( 1 ) 173 - 194 2015.01

Authorship：Lead author,　Corresponding author Language：English Publishing type：Research paper (scientific journal)

Suggested by Shepp [Ann. Math. Statist. 36(4) (1965), 1107-1112] we defined a sequence space Λp(f) determined by a single function f(≠ 0) ∈ Lp(R, dx), 1 ≤ p < +∞, and discussed the structure of it. The problems are the linearity and the visible sequential representation of Λp(f). In this paper we name Λp(f) a Shepp space and discuss the problems in the case of p = 2 by defining an inner approximation Λ02(f) and an outer approximation Λφ2(f) of Λ2(f), and we give a necessary and sufficient condition for Λ02(f) = Λφ2(f) in terms of doubling dimension. In this case Λ2(f) is a linear space and those approximationsare its visible sequential representations. We also give an example such that Λ2(f) is a linear space but Λ02(f) ≠ Λφ2(f).

DOI： 10.2206/kyushujm.69.173

Other Link： https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84930984908&origin=inward

The new sequence space Λ_p(f) Reviewed

4 135 - 163 2014.01

A Neo-Fuzzy World for Facilitating Symbiosis of Humans and Machines Reviewed

Yamakawa Takeshi, Uchio Eiji, Kobashi Shoji, Tamukoh Hakaru, Koide Hiroshi, Sugimoto Toru, Shiizuka Hisao, Yoshida Kaori, Yoshikawa Tomohiro, Honda Aoi, Hayashi Isao, Suzuki Michiyasu, Mukawa Naoki

Proceedings of the Fuzzy System Symposium ( Japan Society for Fuzzy Theory and Intelligent Informatics ) 30 ( 0 ) 864 - 871 2014.01

Language：English Publishing type：Research paper (scientific journal)

It is necessary for human beings to create "neo-fuzzy" concept in order to facilitate unimpeded communication with machines. The new concept is defined in the non-metric space and acts as a breakthrough for the traditional "fuzzy" concept. This panel discussion may excavate the following subjects; (1) inference, association, analogy and meaning understanding, (2) text understanding, text production, mechanism of communication with linguistic terms, (3) building process of neural networks in the brain which produce/understand "neo-fuzzy" linguistic terms, (4) corresponding mechanism of visual/acoustic Vorstellung to "neo-fuzzy" linguistic terms, (5) memory devices, system architecture, and some other hardware systems peculiar to "neo-fuzzy" information processing, (6) applications of communication with "neo-fuzzy" linguistic terms.

DOI： 10.14864/fss.30.0_864

Other Link： https://ci.nii.ac.jp/naid/130005480616

Entropy of capacity Reviewed

Honda A.

Studies in Fuzziness and Soft Computing 310 79 - 95 2014.01

Language：English Publishing type：Research paper (scientific journal)

Capacity is a monotone set function and an important class of non-additive measure. In this chapter entropies of capacities are discussed. First, entropies for classical capacities are introduced, then they are generalized for capacities on set systems. Moreover axiomatizations of the entropies are given to characterize them © 2014 Springer International Publishing Switzerland.

DOI： 10.1007/978-3-319-03155-2_4

Other Link： https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84958541170&origin=inward

Rescaling for Evaluations Using Inclusion-Exclusion Integral Reviewed

Honda A., Fukuda R., Okamoto J.

Communications in Computer and Information Science 442 CCIS ( PART 1 ) 284 - 293 2014.01

A Fairness Relation Based on the Asymmetric Choquet Integral and Its Application in Network Resource Allocation Problems Reviewed

Honda A., Köppen M.

Journal of Applied Mathematics 2014 2014.01

Interval optimizations on F-response analysis Reviewed

Aoi Honda, Ryoji Fukuda, Akiko Hachisuka, Kenji Hachisuka

Proceedings of the 10h International Conference on Modeling Decisions for Artificial Intelligence 120 - 127 2013.11

On generating functions of two-dimensional t-norms Reviewed

Masaya Nohmi, Aoi Honda, Yoshiaki Okazaki

Proceedings of the 10h International Conference on Modeling Decisions for Artificial Intelligence 114 - 119 2013.11

On the Properties of Multi-Dumensional t-norms Reviewed

Masaya Nohmi, Aoi Honda and Yoshiaki Okazaki

Intelligence and Information 25 ( 5 ) 834 - 841 2013.10

Comparison of baselines in extraction of F-responses Reviewed

17 ( 4 ) 535 - 539 2013.07

Comparison of Baselines in Extraction of F-Responses Reviewed

Ryoji Fukuda, Aoi Honda, Akiko Hachisuka, Kenji Hachisuka

Journal of Advanced Computational Intelligence and Intelligent Informatics 17 ( 4 ) 535 - 539 2013.07

On the Properties of Multi-Dimensional t-norms Reviewed

NOHMI Masaya, HONDA Aoi, OKAZAKI Yoshiaki

Journal of Japan Society for Fuzzy Theory and Intelligent Informatics ( Japan Society for Fuzzy Theory and Intelligent Informatics ) 25 ( 5 ) 834 - 841 2013.01

Language：English Publishing type：Research paper (scientific journal)

The t-norms are significant operations useful for fuzzy theory. The domains of t-norms are usually the closed interval [ 0, 1 ] or general lattices L . Specific sets except [ 0, 1 ] are rarely used as domains of t-norms. In this article, two-dimensional t-norms defined on the closed unit square [ 0, 1 ] times [ 0, 1 ] and multi-dimensional t-norms are studied. Some examples of them are shown. Moreover the generating functions of them are studied.

DOI： 10.3156/jsoft.25.834

Other Link： https://ci.nii.ac.jp/naid/130003384351

Metrics on the sequence space Λp(f) Reviewed

Aoi Honda,Yoshiaki Okazaki,Hiroshi Sato

Kyushu Journal of Mathematics 66 ( 2 ) 365 - 374 2012.11

Fuzzy-integral based fairness for the evaluation of user preference Reviewed

Aoi Honda, Mario Koeppen

Proceedings of the 9h International Conference on Modeling Decisions for Artificial Intelligence 1 - 10 2012.11

Comparison of baselines in analysis of F-Responces Reviewed

Aoi Honda, Ryoji Fukuda, Akiko Hachisuka, Kenji Hachisuka

Proceedings of the 9th International Conference on Modeling Decisions for Artificial Intelligence 2012.11

On the variety of multi-dimensional t-norms Reviewed

Masaya Nohmi, Aoi Honda, Yoshiaki Okazaki

Proceedings of the 9h International Conference on Modeling Decisions for Artificial Intelligence 23 - 33 2012.11

A new sequence space defined by an L₂-function Reviewed

Aoi Honda,Yoshiaki Okazaki,Hiroshi Sato

Banach and function spaces IV 4 135 - 147 2012.08

A trust evaluation of networks utilizing matrix operations based on t-norms and t-conorms Reviewed

16 ( 1 ) 154 - 161 2012.01

On generating functions of two-dimensional T-norms Reviewed International journal

Masaya Nohmi,Aoi Honda,Yoshiaki Okazaki

Advances in Intelligent and Soft Computing, Nonlinear Mathematics for Uncertainty and its Applications 100 2011.09

Doubling Condition の拡張とその応用

本田あおい, 岡崎悦明, 佐藤坦

京都大学数理解析研究所講究録, バナッハ空間論の研究とその周辺 ( 1753 ) 47 - 61 2011.08

Doubling Conditionの拡張とその応用 (Banach space theory and related topics)

Honda Aoi, Okazaki Yoshiaki, Sato Hiroshi

RIMS Kokyuroku ( Kyoto University ) ( 1753 ) 47 - 51 2011.08

Fuzzy fusion fairness relations for the evaluation of user preference Reviewed

Mario Koppen, Jun Okamoto, Aoi Honda

2011 IEEE International Conference on Fuzzy Systems 2011.06

Doubling condition and linearity of the sequence space Λp(f) Reviewed

Aoi Honda,Yoshiaki Okazaki,Hiroshi Sato

Kyushu Journal of Mathematics 65 ( 2 ) 335 - 347 2011.04

[第15 回曖昧な気持ちに挑むワークショップ選抜論文]特集にあたって Reviewed

本田あおい

Journal of Japan Society for Fuzzy Theory and Intelligent Informatics ( Japan Society for Fuzzy Theory and Intelligent Informatics ) 23 ( 4 ) 591 - 591 2011.01

Algebraic properties of matrix operations derived from t-norm and tconorm and applications to trust evaluation of networks Reviewed

Aoi Honda,Masaya Nohmi,Yoshiaki Okazaki

Proceedings of the Modeling Decisions for Artificial Intelligence 2010 2010.10

Entropy of non-additive measure in Dempster-Shafer Theory Reviewed

Aoi Honda,Masaya Nohmi,Yoshiaki Okazaki

Proceedings of the Modeling Decisions for Artificial Intelligence 2010 2010.10

t-ノルムおよびt-コノルムから導出される行列演算とその応用 Reviewed

乃美正哉,本田あおい,岡崎悦明

知能と情報(日本知能情報ファジィ学会誌) 22 ( 4 ) 66 - 74 2010.08

Inclusion-exclusion integral and its application to subjective video quality estimation Reviewed

Aoi Honda,Jun Okamoto

Proceedings of International Conference in Information and Management of Uncertainty in Knowledge-Based Systems(IPMU2010), Lecture Notes in Artificial Intelligence, Springer, 2010.07

Entropy of fuzzy measure Reviewed

Aoi Honda,Michel Grabisch

Proceedings of International Symposium on Integrated Uncertainty Management and Applications 2010.04

Characterization for entropy and solution of set function on lattice Reviewed

Aoi Honda,Yoshiaki Okazaki

Mathematical Aspects of Generalized Entropies and their Applications 201 2010.04

非加法的測度による新しい積分の提案

本田　あおい

京都大学数理解析研究所講究録(RIMS Kokyuroku), 非加法性の数理と情報：凸解析との接点 1683 74 - 92 2010.04

非加法的測度による新しい積分の提案 (非加法性の数理と情報--凸解析との接点--RIMS研究集会報告集)

Honda Aoi

RIMS Kokyuroku ( Kyoto University ) ( 1683 ) 84 - 92 2010.04

B-11-7 Verification of FR-type Media-layer Objective Video Quality Assessment Method for HDTV Reviewed

OAKAMOTO Jun, WATANABE Keishiro, HONDA Aoi, UCHIDA Masato, HANGAI Seiichiro

Proceedings of the IEICE General Conference ( The Institute of Electronics, Information and Communication Engineers ) 2010 ( 2 ) 2010.03

Generalization of Choquet Integral and Optimal Regressions Reviewed

Fukuda Ryoji, Okazaki Yoshiaki, Honda Aoi

Proceedings of the Fuzzy System Symposium ( Japan Society for Fuzzy Theory and Intelligent Informatics ) 26 ( 0 ) 249 - 249 2010.01

Language：English Publishing type：Research paper (scientific journal)

We generalize Choquet Integrals with respect to two additive measure and using them approximate functionals defined on a finite set.We consider a product probability measure on the functional space,which actually is an Euclidian space. Then our approximations are some projection of the L2 space. Under this condition, we obtain that: the optimal approximation of a multi lenear Fuzzy integral is a multi lenar Fuzzy integral, and the optimal approximation of a Choquet integral is a different type integral.

DOI： 10.14864/fss.26.0.249.0

Other Link： https://ci.nii.ac.jp/naid/130005035503

Fuzzy Entropy in Dempster-Shafer Theory Reviewed

Mori Nobuyuki, Honda Aoi, Okazaki Yoshiaki

Proceedings of the Fuzzy System Symposium ( Japan Society for Fuzzy Theory and Intelligent Informatics ) 26 ( 0 ) 247 - 247 2010.01

A value via posets induced by graph-restricted communication situations Reviewed

Fujimoto K., Honda A.

2009 International Fuzzy Systems Association World Congress and 2009 European Society for Fuzzy Logic and Technology Conference, IFSA-EUSFLAT 2009 - Proceedings 636 - 641 2009.12

Language：English Publishing type：Research paper (international conference proceedings)

This paper provides a new value (solution concept or allocation rule) of cooperative games via posets induced by graphs. Several values in a graph-restricted communication situation have been proposed or introduced by Myerson, Borm, and Hamiache⋯ However, these values have been subjected to some criticisms in certain types of games. The value proposed in this paper withstands these criticisms. Moreover, these existing values have been defined only in situations represented by undirected graphs, while the notion of the value proposed in this paper can be extended to situations represented by directed graphs.

Other Link： https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84871895309&origin=inward

HDTV objective video quality assessment method applying fuzzy measure Reviewed

Okamoto J., Watanabe K., Honda A., Uchida M., Hangai S.

2009 International Workshop on Quality of Multimedia Experience, QoMEx 2009 168 - 173 2009.11

Authorship：Lead author Language：English Publishing type：Research paper (international conference proceedings)

High definition television (HDTV) video delivery services over IP networks have recently started. To make the delivered high-quality HDTV video comfortable to view, we need to design appropriate delivery systems and then monitor the quality of experience. Currently, subjective assessment is the main method used to quantify video quality. However, it is unsuitable for real time monitoring of video quality. Therefore, we need an objective video quality assessment method that can effectively estimate subjective video quality from the video characteristics. We propose a full-reference-type objective video quality measurement method that is applicable to the evaluation of coding distortions in HDTV. We analyzed the results from applying the conventional method (J.247 Annex A) to HDTV video and improved the conventional method on the basis of those results. We applied fuzzy measure to the conventional method so as to consider the interaction effects of each parameter because the conventional method tends to obtain different characteristics between high quality and low quality regions of video content. © 2009 IEEE.

DOI： 10.1109/QOMEX.2009.5246958

Other Link： https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=70350783888&origin=inward

Linearity of Λ₂(f) defined by L₂-function

1667 89 - 92 2009.11

L2関数で定まる数列空間Λ2(f)の構造と線形性 (バナッハ空間及び関数空間論における幾何学的構造の研究とその応用--RIMS研究集会報告集)

Honda Aoi, Okazaki Yoshiaki, Sato Hiroshi

RIMS Kokyuroku ( Kyoto University ) ( 1667 ) 89 - 92 2009.11

BS-8-2 A study for improving objective video quality assessment method for HDTV Reviewed

OKAMOTO Jun, WATANABE Keishiro, HONDA Aoi, UCHIDA Masato, HANGAI Seiichiro

Proceedings of the Society Conference of IEICE ( The Institute of Electronics, Information and Communication Engineers ) 2009 ( 2 ) "S - 48" 2009.09

協力ゲームの一般化と解概念 Reviewed

本田あおい,藤本勝成

日本知能情報ファジィ学会雑誌, 知能と情報 21 ( 4 ) 67 - 75 2009.08

A value via posets induced by graph-restricted communication situation Reviewed

Katsushige Fujimoto,Aoi Honda

IFSA-EUSFLAT 2009 2009.07

Equivalence of non-negative random translates of an IID random sequence Reviewed

Aoi Honda,Yoshiaki Okazaki,Hiroshi Sato

Taiwanese Journal of Mathematics 13 ( 1 ) 269 - 286 2009.04

Yoshiaki Okazaki,Aoi Honda

1630 122 - 127 2009.02

Aoi Honda,Yoshiaki Okazaki

1630 70 - 76 2009.02

A new characterization of a value of the generalized game

Aoi Honda,Yoshiaki Okazaki

( CSSE-32 ) 2009.02

T-コノルム生成関数によるdistorted probabilityの構成 (非加法性の数理と情報:非加法性と凸解析--RIMS研究集会報告集)

Okazaki Yoshiaki, Honda Aoi

RIMS Kokyuroku ( Kyoto University ) ( 1630 ) 122 - 127 2009.02

ゲームの解と極大鎖の利用 (非加法性の数理と情報:非加法性と凸解析--RIMS研究集会報告集)

本田あおい, 岡崎悦明

数理解析研究所講究録 ( 京都大学数理解析研究所 ) ( 1630 ) 70 - 76 2009.02

A new fuzzy integral and its application to a subjective evaluation problem Reviewed

Honda Aoi, Okazaki Yoshiaki

Proceedings of the Fuzzy System Symposium ( Japan Society for Fuzzy Theory and Intelligent Informatics ) 25 ( 0 ) 167 - 167 2009.01

Authorship：Lead author Language：English Publishing type：Research paper (scientific journal)

A new integral for non-additive measure is proposed. We construct a model with this integral for evaluation problem and verify its feasibility applying a real data comparing with the multiple linear regression analysis and the Choquet integral model.

DOI： 10.14864/fss.25.0.167.0

Other Link： https://ci.nii.ac.jp/naid/130004591528

Shapley type axiomatization of a solution of game on set systems Reviewed

Aoi Honda,Yoshiaki Okazaki

Proceedings of the Modeling Decisions for Artificial Intelligence 2008 2008.10

Quality evaliatopms of network services using a non-additive set function Reviewed

Daisuke Mori,Aoi Honda,Masato Uchida,Yoshiaki Okazaki

Proceedings of the Modeling Decisions for Artificial Intelligence 2008 2008.10

1615 67 - 70 2008.10

L[2]関数で定まるLorentz-Zygmund数列空間 (バナッハ空間及び関数空間論の最近の進展とその応用--RIMS研究集会報告集)

Honda Aoi, Okazaki Yoshiaki, Sato Hiroshi

RIMS Kokyuroku ( Kyoto University ) ( 1615 ) 67 - 70 2008.10

HDTV objective video quality assessment method applying fuzzy measure Reviewed

Jun Okamoto,Keishiro Watanabe,Aoi Honda,Masato Uchida,Seiichiro Hangai

First International Workshop on Quality of Multimedia Experience 2008.07

An axiomatization of entropy of capacities on set systems Reviewed

Aoi Honda,Michel Grabisch

European Journal of Operational Research 190 526 - 538 2008.04

An Lp-function determines lp Reviewed

Aoi Honda,Yoshiaki Okazaki,Hiroshi Sato

Proceedings of the Japan Academy, Series A Mathematical Science, 84 ( 3 ) 39 - 41 2008.04

A class of sequence spaces defined by a non-negative integrable function Reviewed

Aoi Honda,Yoshiaki Okazaki,Hiroshi Sato

Banach and function spaces, Yokohama Publishers 2 309 - 317 2008.04

Axiomatization of Shapley Values of Fagle and Kern Type on Set Systems Reviewed

Aoi Honda,Yoshiaki Okazaki

Journal of Advanced Computational Intelligence and Intelligent Informatics 12 ( 5 ) 409 - 415 2008.04

Entropy of fuzzy measure Reviewed

Aoi Honda,Michel Grabisch

Advances in Intelligent and Soft Computing 68 103 - 113 2008.04

An L<inf>p</inf>-function determines l<inf>p</inf> Reviewed

Honda A., Okazaki Y., Sato H.

Proceedings of the Japan Academy Series A: Mathematical Sciences 84 ( 3 ) 39 - 41 2008.03

A new characterization of lp by an Lp-function

Aoi Honda,Yoshiaki Okazaki,Hiroshi Sato

1585 30 - 37 2008.02

A new characterization of l[p] by an L[p]-function (非加法性の数理と情報--非線形性・非可換性との接点--RIMS研究集会報告集)

本田あおい, 岡崎悦明, 佐藤坦

数理解析研究所講究録 ( 京都大学数理解析研究所 ) ( 1585 ) 30 - 37 2008.02

An axiomatization of shapley values of games on set systems Reviewed

Honda A., Okazaki Y.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 4617 LNAI 185 - 192 2007.12

Authorship：Lead author Language：English Publishing type：Research paper (international conference proceedings)

An axiomatization of a generalized Shapley value of games is proposed. The authors follow Faigle and Kern, in the sense that our basic material is the maximal chains of the underlying set system. This generalized Shapley value may have applicability to the game on set systems which satisfy the condition of a sort of normality. © Springer-Verlag Berlin Heidelberg 2007.

Other Link： https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=37249032691&origin=inward

Linear and topological properties of a sequence space defined by an Lp-function

1570 8 - 13 2007.10

Linear and topological properties of a sequence space defined by an Lp-function (バナッハ空間,関数空間及び不等式の研究とその応用--RIMS研究集会報告集)

本田あおい, 岡崎悦明, 佐藤坦

数理解析研究所講究録 ( 1570 ) 8 - 13 2007.10

Axiomatization of Shapley values Reviewed

Aoi Honda,Yoshiaki Okazaki

Proceedings of Modeling Decisions for Artificial Intelligence 2007.08

Shapley値の公理 (非加法の数理と情報:函数解析の観点から RIMS研究集会報告集)

本田あおい, 岡崎悦明

RIMS Kokyuroku ( Kyoto University ) ( 1561 ) 106 - 112 2007.06

D.A. Davey, H.A. Priestley著, [Introduction to Lattices and Order], 出版社名:Cambridge University Press, 2002年5月発行, ISBN-13:9780521784511, ISBN-10:0521784514, 第2版, 大きさ2Sub版, 298頁, 5,601円 Reviewed

本田あおい

Journal of Japan Society for Fuzzy Theory and Intelligent Informatics ( Japan Society for Fuzzy Theory and intelligent informatics ) 19 ( 2 ) 2007.04

Generalization of Shannon entropy of capacities on set systems Reviewed

Aoi Honda,Yoshiaki Okazaki

Applied Functional Analysis, Information Sicence and Related Topics, Yokohama Publishers 89 - 98 2007.04

An axiomatization of Shapley values of games on set systems Reviewed

Aoi Honda,Yoshiaki Okazaki

Lecture Notes in Artificial Intelligence, Modeling Decisions for Artificial Intelligence 12 ( 5 ) 185 - 192 2007.04

Shapley 値の公理

本田あおい,岡崎悦明

京都大学数理解析研究所講究録(RIMS Kokyuroku), 非加法の数理と情報：函数解析の視点から 1561 106 - 112 2007.04

Estimation of Fuzzy Measures with Relative Entropy Reviewed

HONDA Aoi, OKAZAKI Yoshiaki

Journal of Japan Society for Fuzzy Theory and Intelligent Informatics ( Japan Society for Fuzzy Theory and intelligent informatics ) 19 ( 1 ) 79 - 86 2007.02

Authorship：Lead author Language：English Publishing type：Research paper (scientific journal)

Identifying fuzzy measures from known partial data using the relative entropy is proposed. We consider an estimation with less relative entropy is better. We also propose the generalizations of λ-fuzzy measure and χ-fuzzy measure which are called (λ, p)-fuzzy measure and generalized χ-fuzzy measure, and show examples of applying our proposed identification to them.

DOI： 10.3156/jsoft.19.79