Simon James

Deakin University — Australia

Decision Sciences · Social Sciences

27h-index3.7kcitations241works0.72yr avg
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Research Topics

Multi-Criteria Decision Making(70), Fuzzy Systems and Optimization(44), Semantic Web and Ontologies(26), Rough Sets and Fuzzy Logic(23), Data Management and Algorithms(20)

Publications241 total

Inclusion–Exclusion Integral Neural Networks: A Framework for Explainable AI with Non-Additive Measures
Journal of Advanced Computational Intelligence and Intelligent Informatics·2025Open Access
Choquet Capacities and Fuzzy Integrals
Theory and applications of computability·2025Open Access
Random Sampling of Capacities
Theory and applications of computability·2025
Sparse Capacities
Theory and applications of computability·2025
Representations
Theory and applications of computability·2025
Learning Capacities
Theory and applications of computability·2025
Value and Interaction Indices
Theory and applications of computability·2025
Symmetric Capacities: OWA
Theory and applications of computability·2025
Types of Capacities
Theory and applications of computability·2025
Optimisation Models Based on Fuzzy Integrals
Theory and applications of computability·2025
Introduction
Theory and applications of computability·2025
Fuzzy Integrals
Theory and applications of computability·2025
Capacities satisfying the buoyancy property on average
Theory and Decision·2025· 1 citedOpen Access
3D markerless tracking of speech movements with submillimeter accuracy
2025Open Access
Inclusion-Exclusion Integral Neural Network with Monotone Regularization Terms
SSRN Electronic Journal·2025Open Access
Multi-Task Interactive Robot Fleet Learning with Visual World Models
arXiv (Cornell University)·2024Open Access
A Tractable Approach to Fitting the Choquet Integral for Explainable Prediction and Analysis
2024· 1 cited
Random generation of linearly constrained fuzzy measures and domain coverage performance evaluation
Information Sciences·2024· 11 citedOpen Access
Hierarchical clustering with OWA-based linkages, the Lance–Williams formula, and dendrogram inversions
Fuzzy Sets and Systems·2023· 5 citedOpen Access
A neural network based on the inclusion-exclusion integral and its application to data analysis
Information Sciences·2023· 11 citedOpen Access
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Frequent Co-authors

Gleb Beliakov(22), Tomasa Calvo(5), Junyi Chai(4), Yulin He(3), Edward H. Y. Lim(3), Ronald R. Yager(2), Yanxing Hu(2), Pak Wai Chan(2), Lucas K. C. Lai(2), Dale G. Nimmo(2), Humberto Bustince(2), Jian‐Zhang Wu(2), Xizhao Wang(2), Raymond Lee(2), Honghua Dai(2), Eric W.T. Ngai(1), Juliana Mordelová(1), Tatiana Rückschlossová(1), Meng Wang(1), Gang Li(1)