Simon James

68 papers B 13Journal 36Unranked 12
YearRankTypeTitle / Venue / Authors
2026 — book
Choquet Capacities and Fuzzy Integrals - In cooperation with the Association Computability in Europe
Gleb Beliakov, Simon James, Jianzhang Wu
2025 J jnl
Inclusion-Exclusion Integral Neural Networks: A Framework for Explainable AI with Non-Additive Measures.
J. Adv. Comput. Intell. Intell. Informatics
Yoshihiro Fukushima, Katsushige Fujimoto, Simon James, Aoi Honda
2024 — conf
A Tractable Approach to Fitting the Choquet Integral for Explainable Prediction and Analysis.
FUZZ
Gleb Beliakov, Simon James, Jian-Zhang Wu, Marek Gagolewski
2024 J jnl
Efficient Monotonicity and Convexity Checks for Randomly Sampled Fuzzy Measures.
IEEE Trans. Fuzzy Syst.
Gleb Beliakov, Simon James, Jianzhang Wu
2024 J jnl
Random generation of linearly constrained fuzzy measures and domain coverage performance evaluation.
Inf. Sci.
Jianzhang Wu, Gleb Beliakov, Simon James, Marek Gagolewski
2023 J jnl
A neural network based on the inclusion-exclusion integral and its application to data analysis.
Inf. Sci.
Aoi Honda, Masayuki Itabashi, Simon James
2023 J jnl
Hierarchical Clustering with OWA-based Linkages, the Lance-Williams Formula, and Dendrogram Inversions.
CoRR
Marek Gagolewski, Anna Cena, Simon James, Gleb Beliakov
2023 J jnl
Hierarchical clustering with OWA-based linkages, the Lance-Williams formula, and dendrogram inversions.
Fuzzy Sets Syst.
Marek Gagolewski, Anna Cena, Simon James, Gleb Beliakov
2022 J jnl
Choquet integral-based measures of economic welfare and species diversity.
Int. J. Intell. Syst.
Gleb Beliakov, Simon James
2022 J jnl
Hierarchical data fusion processes involving the Möbius representation of capacities.
Fuzzy Sets Syst.
Gleb Beliakov, Marek Gagolewski, Simon James
2022 J jnl
Reduction of variables and constraints in fitting antibuoyant fuzzy measures to data using linear programming.
Fuzzy Sets Syst.
Gleb Beliakov, Marek Gagolewski, Simon James
2022 B conf
Representation and Interpretability of IE Integral Neural Networks.
MDAI
Aoi Honda, Yudai Kamata, Simon James
2021 J jnl
Cardinality-limiting extended pre-aggregation functions.
Inf. Fusion
Gleb Beliakov, Simon James, Anna Kolesárová, Radko Mesiar
2021 J jnl
Choquet integral optimisation with constraints and the buoyancy property for fuzzy measures.
Inf. Sci.
Gleb Beliakov, Simon James
2020 J jnl
Constrained ordered weighted averaging aggregation with multiple comonotone constraints.
Fuzzy Sets Syst.
Lucian C. Coroianu, Robert Fullér, Marek Gagolewski, Simon James
2020 — book
Discrete Fuzzy Measures - Computational Aspects
Gleb Beliakov, Simon James, Jian-Zhang Wu
2020 J jnl
Parameter learning and applications of the inclusion-exclusion integral for data fusion and analysis.
Inf. Fusion
Aoi Honda, Simon James
2020 J jnl
Robust fitting for the Sugeno integral with respect to general fuzzy measures.
Inf. Sci.
Gleb Beliakov, Marek Gagolewski, Simon James
2019 J jnl
Aggregation on ordinal scales with the Sugeno integral for biomedical applications.
Inf. Sci.
Gleb Beliakov, Marek Gagolewski, Simon James
2019 J jnl
Supervised Learning to Aggregate Data With the Sugeno Integral.
IEEE Trans. Fuzzy Syst.
Marek Gagolewski, Simon James, Gleb Beliakov
2018 J jnl
Identifying items for moderation in a peer assessment framework.
Knowl. Based Syst.
Simon James, Elicia Lanham, Vicky H. Mak-Hau, Lei Pan, Tim Wilkin, Guy Wood-Bradley
2018 — conf
Least Median of Squares (LMS) and Least Trimmed Squares (LTS) Fitting for the Weighted Arithmetic Mean.
IPMU (2)
Gleb Beliakov, Marek Gagolewski, Simon James
2018 J jnl
Measuring traffic congestion: An approach based on learning weighted inequality, spread and aggregation indices from comparison data.
Appl. Soft Comput.
Gleb Beliakov, Marek Gagolewski, Simon James, Shannon Pace, Nicola Pastorello, Elodie Thilliez, Rajesh Vasa
2018 J jnl
Robustifying OWA Operators for Aggregating Data With Outliers.
IEEE Trans. Fuzzy Syst.
Gleb Beliakov, Simon James, Tim Wilkin, Tomasa Calvo
2017 J jnl
Aggregation and consensus for preference relations based on fuzzy partial orders.
Fuzzy Optim. Decis. Mak.
Gleb Beliakov, Simon James, Tim Wilkin
2017 J jnl
Approaches to learning strictly-stable weights for data with missing values.
Fuzzy Sets Syst.
Gleb Beliakov, Daniel Gómez, Simon James, Javier Montero, Juan Tinguaro Rodríguez
2017 — conf
Averaging aggregation functions based on inclusion-exclusion integrals.
IFSA-SCIS
Aoi Honda, Simon James
2017 — conf
Fitting Symmetric Fuzzy Measures for Discrete Sugeno Integration.
EUSFLAT/IWIFSGN (2)
Marek Gagolewski, Simon James
2017 B conf
Online peer marking with aggregation functions.
FUZZ-IEEE
Simon James, Lei Pan, Tim Wilkin, Lilin Yin
2017 B conf
Orness and Cardinality Indices for Averaging Inclusion-Exclusion Integrals.
MDAI
Aoi Honda, Simon James, Sutharshan Rajasegarar
2016 — book
An Introduction to Data Analysis using Aggregation Functions in R
Simon James
2016 — conf
Fitting Aggregation Functions to Data: Part I - Linearization and Regularization.
IPMU (2)
Maciej Bartoszuk, Gleb Beliakov, Marek Gagolewski, Simon James
2016 — conf
Fitting Aggregation Functions to Data: Part II - Idempotization.
IPMU (2)
Maciej Bartoszuk, Gleb Beliakov, Marek Gagolewski, Simon James
2016 — conf
Linear Optimization for Ecological Indices Based on Aggregation Functions.
IPMU (2)
Gleb Beliakov, Andrew Geschke, Simon James, Dale Nimmo
2016 J jnl
Penalty-Based and Other Representations of Economic Inequality.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
Gleb Beliakov, Marek Gagolewski, Simon James
2016 B conf
Robust OWA-based aggregation for data with outliers.
FUZZ-IEEE
Gleb Beliakov, Simon James, Tim Wilkin, Tomasa Calvo
2015 — ch.
Aggregation Functions for Recommender Systems.
Recommender Systems Handbook
Gleb Beliakov, Tomasa Calvo, Simon James
2015 — conf
Biased experts and similarity based weights in preferences aggregation.
IFSA-EUSFLAT
Gleb Beliakov, Simon James, Laura Smith, Tim Wilkin
2015 B conf
Construction and aggregation of preference relations based on fuzzy partial orders.
FUZZ-IEEE
Gleb Beliakov, Simon James, Tim Wilkin
2015 — conf
Learning Stable Weights for Data of Varying Dimension.
AGOP
Gleb Beliakov, Simon James, Daniel Gómez, Juan Tinguaro Rodríguez, Javier Montero
2015 J jnl
Unifying approaches to consensus across different preference representations.
Appl. Soft Comput.
Gleb Beliakov, Simon James
2015 J jnl
Using aggregation functions to model human judgements of species diversity.
Inf. Sci.
Gleb Beliakov, Simon James, Dale Nimmo
2014 J jnl
A penalty-based aggregation operator for non-convex intervals.
Knowl. Based Syst.
Gleb Beliakov, Simon James
2014 B conf
Averaging aggregation functions for preferences expressed as Pythagorean membership grades and fuzzy orthopairs.
FUZZ-IEEE
Gleb Beliakov, Simon James
2014 B conf
Can indices of ecological evenness be used to measure consensus?
FUZZ-IEEE
Gleb Beliakov, Simon James, Dale Nimmo
2014 J jnl
Consensus in multi-expert decision making problems using penalty functions defined over a Cartesian product of lattices.
Inf. Fusion
Humberto Bustince Sola, Edurne Barrenechea Tartas, Tomasa Calvo, Simon James, Gleb Beliakov
2014 J jnl
Consensus measures constructed from aggregation functions and fuzzy implications.
Knowl. Based Syst.
Gleb Beliakov, Tomasa Calvo, Simon James
2014 B conf
Single-Preference Consensus Measures Based on Models of Ecological Evenness.
MDAI
Gleb Beliakov, Simon James, Laura Smith
2013 B conf
A Generalization of the Bonferroni Mean based on partitions.
FUZZ-IEEE
Gleb Beliakov, Simon James, Radko Mesiar
2013 — conf
Aggregating fuzzy implications to measure group consensus.
IFSA/NAFIPS
Gleb Beliakov, Simon James, Tomasa Calvo
2013 — conf
Learning aggregation weights from 3-tuple comparison sets.
IFSA/NAFIPS
Gleb Beliakov, Simon James, Dale Nimmo
2013 J jnl
On extending generalized Bonferroni means to Atanassov orthopairs in decision making contexts.
Fuzzy Sets Syst.
Gleb Beliakov, Simon James
2013 J jnl
Stability of weighted penalty-based aggregation functions.
Fuzzy Sets Syst.
Gleb Beliakov, Simon James
2012 J jnl
Aggregation for Atanassov's Intuitionistic and Interval Valued Fuzzy Sets: The Median Operator.
IEEE Trans. Fuzzy Syst.
Gleb Beliakov, Humberto Bustince Sola, Simon James, Tomasa Calvo, Javier Fernández
2012 B conf
Defining Bonferroni means over lattices.
FUZZ-IEEE
Gleb Beliakov, Simon James
2012 J jnl
Predicted Packet Padding for Anonymous Web Browsing Against Traffic Analysis Attacks.
IEEE Trans. Inf. Forensics Secur.
Shui Yu, Guofeng Zhao, Wanchun Dou, Simon James
2012 B conf
Using Linear Programming for Weights Identification of Generalized Bonferroni Means in R.
MDAI
Gleb Beliakov, Simon James
2011 — ch.
Aggregation of Preferences in Recommender Systems.
Recommender Systems Handbook
Gleb Beliakov, Tomasa Calvo, Simon James
2011 J jnl
Citation-based journal ranks: The use of fuzzy measures.
Fuzzy Sets Syst.
Gleb Beliakov, Simon James
2011 — ch.
Induced Ordered Weighted Averaging Operators.
Recent Developments in the Ordered Weighted Averaging Operators
Gleb Beliakov, Simon James
2011 J jnl
Learning Choquet-Integral-Based Metrics for Semisupervised Clustering.
IEEE Trans. Fuzzy Syst.
Gleb Beliakov, Simon James, Gang Li
2011 — ch.
On Penalty-Based Aggregation Functions and Consensus.
Consensual Processes
Gleb Beliakov, Tomasa Calvo, Simon James
2010 J jnl
Generalized Bonferroni mean operators in multi-criteria aggregation.
Fuzzy Sets Syst.
Gleb Beliakov, Simon James, Juliana Mordelová, Tatiana Rückschlossová, Ronald R. Yager
2010 J jnl
On Lipschitz properties of generated aggregation functions.
Fuzzy Sets Syst.
Gleb Beliakov, Tomasa Calvo, Simon James
2009 — conf
Some Results on Lipschitz Quasi-Arithmetic Means.
IFSA/EUSFLAT Conf.
Gleb Beliakov, Tomasa Calvo, Simon James
2008 B conf
Texture recognition by using GLCM and various aggregation functions.
FUZZ-IEEE
Gleb Beliakov, Simon James, Luigi Troiano
2008 B conf
Using Choquet integrals for kNN approximation and classification.
FUZZ-IEEE
Gleb Beliakov, Simon James
2007 J jnl
Attitudes Toward Buying Online as Predictors of Shopping Online for British and American Respondents.
Cyberpsychology Behav. Soc. Netw.
Bijou Yang, David Lester, Simon James