Simon James

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 31

Top Topics

Choquet Integral

Aggregation Functions

Top Venues

Fuzzy Sets Syst.

Publications

Gleb Beliakov, Simon James, Jian-Zhang Wu, Marek Gagolewski
A Tractable Approach to Fitting the Choquet Integral for Explainable Prediction and Analysis. FUZZ (2024)
Jianzhang Wu, Gleb Beliakov, Simon James, Marek Gagolewski
Random generation of linearly constrained fuzzy measures and domain coverage performance evaluation. Inf. Sci. 659 (2024)
Aoi Honda, Masayuki Itabashi, Simon James
A neural network based on the inclusion-exclusion integral and its application to data analysis. Inf. Sci. 648 (2023)
Marek Gagolewski, Anna Cena, Simon James, Gleb Beliakov
Hierarchical Clustering with OWA-based Linkages, the Lance-Williams Formula, and Dendrogram Inversions. CoRR (2023)
Marek Gagolewski, Anna Cena, Simon James, Gleb Beliakov
Hierarchical clustering with OWA-based linkages, the Lance-Williams formula, and dendrogram inversions. Fuzzy Sets Syst. 473 (2023)
Gleb Beliakov, Marek Gagolewski, Simon James
Hierarchical data fusion processes involving the Möbius representation of capacities. Fuzzy Sets Syst. 433 (2022)
Gleb Beliakov, Simon James
Choquet integral-based measures of economic welfare and species diversity. Int. J. Intell. Syst. 37 (4) (2022)
Gleb Beliakov, Marek Gagolewski, Simon James
Reduction of variables and constraints in fitting antibuoyant fuzzy measures to data using linear programming. Fuzzy Sets Syst. 451 (2022)
Aoi Honda, Yudai Kamata, Simon James
Representation and Interpretability of IE Integral Neural Networks. MDAI (2022)
Gleb Beliakov, Simon James
Choquet integral optimisation with constraints and the buoyancy property for fuzzy measures. Inf. Sci. 578 (2021)
Gleb Beliakov, Simon James, Anna Kolesárová, Radko Mesiar
Cardinality-limiting extended pre-aggregation functions. Inf. Fusion 76 (2021)
Lucian C. Coroianu, Robert Fullér, Marek Gagolewski, Simon James
Constrained ordered weighted averaging aggregation with multiple comonotone constraints. Fuzzy Sets Syst. 395 (2020)
Gleb Beliakov, Marek Gagolewski, Simon James
Robust fitting for the Sugeno integral with respect to general fuzzy measures. Inf. Sci. 514 (2020)
Aoi Honda, Simon James
Parameter learning and applications of the inclusion-exclusion integral for data fusion and analysis. Inf. Fusion 56 (2020)
Gleb Beliakov, Marek Gagolewski, Simon James
Aggregation on ordinal scales with the Sugeno integral for biomedical applications. Inf. Sci. 501 (2019)
Marek Gagolewski, Simon James, Gleb Beliakov
Supervised Learning to Aggregate Data With the Sugeno Integral. IEEE Trans. Fuzzy Syst. 27 (4) (2019)
Gleb Beliakov, Marek Gagolewski, Simon James
Least Median of Squares (LMS) and Least Trimmed Squares (LTS) Fitting for the Weighted Arithmetic Mean. IPMU (2) (2018)
Simon James, Elicia Lanham, Vicky H. Mak-Hau, Lei Pan, Tim Wilkin, Guy Wood-Bradley
Identifying items for moderation in a peer assessment framework. Knowl. Based Syst. 162 (2018)
Gleb Beliakov, Simon James, Tim Wilkin, Tomasa Calvo
Robustifying OWA Operators for Aggregating Data With Outliers. IEEE Trans. Fuzzy Syst. 26 (4) (2018)
Gleb Beliakov, Marek Gagolewski, Simon James, Shannon Pace, Nicola Pastorello, Elodie Thilliez, Rajesh Vasa
Measuring traffic congestion: An approach based on learning weighted inequality, spread and aggregation indices from comparison data. Appl. Soft Comput. 67 (2018)
Marek Gagolewski, Simon James
Fitting Symmetric Fuzzy Measures for Discrete Sugeno Integration. EUSFLAT/IWIFSGN (2) (2017)
Simon James, Lei Pan, Tim Wilkin, Lilin Yin
Online peer marking with aggregation functions. FUZZ-IEEE (2017)
Gleb Beliakov, Simon James, Tim Wilkin
Aggregation and consensus for preference relations based on fuzzy partial orders. Fuzzy Optim. Decis. Mak. 16 (4) (2017)
Gleb Beliakov, Daniel Gómez, Simon James, Javier Montero, Juan Tinguaro Rodríguez
Approaches to learning strictly-stable weights for data with missing values. Fuzzy Sets Syst. 325 (2017)
Aoi Honda, Simon James, Sutharshan Rajasegarar
Orness and Cardinality Indices for Averaging Inclusion-Exclusion Integrals. MDAI (2017)
Aoi Honda, Simon James
Averaging aggregation functions based on inclusion-exclusion integrals. IFSA-SCIS (2017)
Gleb Beliakov, Simon James, Tim Wilkin, Tomasa Calvo
Robust OWA-based aggregation for data with outliers. FUZZ-IEEE (2016)
Maciej Bartoszuk, Gleb Beliakov, Marek Gagolewski, Simon James
Fitting Aggregation Functions to Data: Part II - Idempotization. IPMU (2) (2016)
Gleb Beliakov, Andrew Geschke, Simon James, Dale Nimmo
Linear Optimization for Ecological Indices Based on Aggregation Functions. IPMU (2) (2016)
Gleb Beliakov, Marek Gagolewski, Simon James
Penalty-Based and Other Representations of Economic Inequality. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 24 (Supplement-1) (2016)
Maciej Bartoszuk, Gleb Beliakov, Marek Gagolewski, Simon James
Fitting Aggregation Functions to Data: Part I - Linearization and Regularization. IPMU (2) (2016)
Gleb Beliakov, Simon James
Unifying approaches to consensus across different preference representations. Appl. Soft Comput. 35 (2015)
Gleb Beliakov, Simon James, Dale Nimmo
Using aggregation functions to model human judgements of species diversity. Inf. Sci. 306 (2015)
Gleb Beliakov, Simon James, Tim Wilkin
Construction and aggregation of preference relations based on fuzzy partial orders. FUZZ-IEEE (2015)
Gleb Beliakov, Simon James, Daniel Gómez, Juan Tinguaro Rodríguez, Javier Montero
Learning Stable Weights for Data of Varying Dimension. AGOP (2015)
Gleb Beliakov, Simon James, Laura Smith, Tim Wilkin
Biased experts and similarity based weights in preferences aggregation. IFSA-EUSFLAT (2015)
Gleb Beliakov, Tomasa Calvo, Simon James
Consensus measures constructed from aggregation functions and fuzzy implications. Knowl. Based Syst. 55 (2014)
Gleb Beliakov, Simon James
A penalty-based aggregation operator for non-convex intervals. Knowl. Based Syst. 70 (2014)
Gleb Beliakov, Simon James, Dale Nimmo
Can indices of ecological evenness be used to measure consensus? FUZZ-IEEE (2014)
Gleb Beliakov, Simon James, Laura Smith
Single-Preference Consensus Measures Based on Models of Ecological Evenness. MDAI (2014)
Humberto Bustince Sola, Edurne Barrenechea Tartas, Tomasa Calvo, Simon James, Gleb Beliakov
Consensus in multi-expert decision making problems using penalty functions defined over a Cartesian product of lattices. Inf. Fusion 17 (2014)
Gleb Beliakov, Simon James
Averaging aggregation functions for preferences expressed as Pythagorean membership grades and fuzzy orthopairs. FUZZ-IEEE (2014)
Gleb Beliakov, Simon James, Radko Mesiar
A Generalization of the Bonferroni Mean based on partitions. FUZZ-IEEE (2013)
Gleb Beliakov, Simon James, Dale Nimmo
Learning aggregation weights from 3-tuple comparison sets. IFSA/NAFIPS (2013)
Gleb Beliakov, Simon James
Stability of weighted penalty-based aggregation functions. Fuzzy Sets Syst. 226 (2013)
Gleb Beliakov, Simon James, Tomasa Calvo
Aggregating fuzzy implications to measure group consensus. IFSA/NAFIPS (2013)
Gleb Beliakov, Simon James
On extending generalized Bonferroni means to Atanassov orthopairs in decision making contexts. Fuzzy Sets Syst. 211 (2013)
Shui Yu, Guofeng Zhao, Wanchun Dou, Simon James
Predicted Packet Padding for Anonymous Web Browsing Against Traffic Analysis Attacks. IEEE Trans. Inf. Forensics Secur. 7 (4) (2012)
Gleb Beliakov, Simon James
Defining Bonferroni means over lattices. FUZZ-IEEE (2012)
Gleb Beliakov, Simon James
Using Linear Programming for Weights Identification of Generalized Bonferroni Means in R. MDAI (2012)
Gleb Beliakov, Humberto Bustince Sola, Simon James, Tomasa Calvo, Javier Fernández
Aggregation for Atanassov's Intuitionistic and Interval Valued Fuzzy Sets: The Median Operator. IEEE Trans. Fuzzy Syst. 20 (3) (2012)
Gleb Beliakov, Simon James, Gang Li
Learning Choquet-Integral-Based Metrics for Semisupervised Clustering. IEEE Trans. Fuzzy Syst. 19 (3) (2011)
Gleb Beliakov, Simon James
Citation-based journal ranks: The use of fuzzy measures. Fuzzy Sets Syst. 167 (1) (2011)
Gleb Beliakov, Tomasa Calvo, Simon James
On Lipschitz properties of generated aggregation functions. Fuzzy Sets Syst. 161 (10) (2010)
Gleb Beliakov, Simon James, Juliana Mordelová, Tatiana Rückschlossová, Ronald R. Yager
Generalized Bonferroni mean operators in multi-criteria aggregation. Fuzzy Sets Syst. 161 (17) (2010)
Gleb Beliakov, Tomasa Calvo, Simon James
Some Results on Lipschitz Quasi-Arithmetic Means. IFSA/EUSFLAT Conf. (2009)
Gleb Beliakov, Simon James, Luigi Troiano
Texture recognition by using GLCM and various aggregation functions. FUZZ-IEEE (2008)
Gleb Beliakov, Simon James
Using Choquet integrals for kNN approximation and classification. FUZZ-IEEE (2008)
Bijou Yang, David Lester, Simon James
Attitudes Toward Buying Online as Predictors of Shopping Online for British and American Respondents. Cyberpsychology Behav. Soc. Netw. 10 (2) (2007)