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Explainable AI for Understanding Decisions and Data-Driven Optimization of the Choquet Integral

https://doi.org/10.1109/fuzz-ieee.2018.8491501
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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/ajpa.21190openalex-snapshot
Estimation of adult skeletal age‐at‐death using the Sugeno fuzzy integral
inferredcites →https://doi.org/10.1002/int.21792openalex-snapshot
Hybrid Measure of Agreement and Expertise for Ontology Matching in Lieu of a Reference Ontology
inferredcites →https://doi.org/10.1007/978-3-319-03674-8_25openalex-snapshot
Indices for Introspection on the Choquet Integral
inferredcites →https://doi.org/10.1007/978-3-319-40596-4_8openalex-snapshot
Fuzzy Integral for Rule Aggregation in Fuzzy Inference Systems
inferredcites →https://doi.org/10.1007/978-3-319-89629-8_1openalex-snapshot
Fuzzy Choquet Integration of Deep Convolutional Neural Networks for Remote Sensing
inferredcites →https://doi.org/10.1007/s001820050125openalex-snapshot
An axiomatic approach to the concept of interaction among players in cooperative games
inferredcites →https://doi.org/10.1007/s41066-017-0045-6openalex-snapshot
Measures of the Shapley index for learning lower complexity fuzzy integrals
inferredcites →https://doi.org/10.1016/0165-0114(94)90023-xopenalex-snapshot
Classification by fuzzy integral: Performance and tests
inferredcites →https://doi.org/10.1016/0165-0114(94)90024-8openalex-snapshot
Advances in fuzzy integration for pattern recognition
inferredcites →https://doi.org/10.1016/0377-2217(95)00176-xopenalex-snapshot
The application of fuzzy integrals in multicriteria decision making
inferredcites →https://doi.org/10.1016/j.ins.2016.04.043openalex-snapshot
Fuzzy Choquet integration of homogeneous possibility and probability distributions
inferredcites →https://doi.org/10.1109/21.57289openalex-snapshot
Information fusion in computer vision using the fuzzy integral
inferredcites →https://doi.org/10.1109/91.917112openalex-snapshot
Recognition technology for the detection of buried land mines
inferredcites →https://doi.org/10.1109/cec.2016.7743905openalex-snapshot
Multiple Instance Choquet integral for classifier fusion
inferredcites →https://doi.org/10.1109/fuzz-ieee.2014.6891630openalex-snapshot
Regularization-based learning of the Choquet integral
inferredcites →https://doi.org/10.1109/fuzz-ieee.2017.8015475openalex-snapshot
The fuzzy integral for missing data
inferredcites →https://doi.org/10.1109/fuzz-ieee.2017.8015481openalex-snapshot
Genetic programming based Choquet integral for multi-source fusion
inferredcites →https://doi.org/10.1109/lgrs.2017.2657778openalex-snapshot
Training Deep Convolutional Neural Networks for Land–Cover Classification of High-Resolution Imagery
inferredcites →https://doi.org/10.1109/lgrs.2017.2722988openalex-snapshot
Fusion of Deep Convolutional Neural Networks for Land Cover Classification of High-Resolution Imagery
inferredcites →https://doi.org/10.1109/tfuzz.2007.902024openalex-snapshot
Minimum Classification Error Training for Choquet Integrals With Applications to Landmine Detection
inferredcites →https://doi.org/10.1109/tfuzz.2016.2633372openalex-snapshot
Efficient Multiple Kernel Classification Using Feature and Decision Level Fusion
inferredcites →https://doi.org/10.1109/tfuzz.2017.2755002openalex-snapshot
Data-Driven Compression and Efficient Learning of the Choquet Integral
inferredcites →https://doi.org/10.2991/eusflat.2011.130openalex-snapshot
Construction of a Choquet integral and the value functions without any commensurateness assumption in multi-criteria decision making

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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inferred← citeshttps://doi.org/10.1007/978-3-030-50153-2_9openalex-snapshot
Information Fusion-2-Text: Explainable Aggregation via Linguistic Protoforms
inferred← citeshttps://doi.org/10.1016/j.inffus.2024.102295openalex-snapshot
Representation, optimization and generation of fuzzy measures
inferred← citeshttps://doi.org/10.1038/s41467-026-76359-wopenalex-snapshot
Explainable AI: learning from the learners
inferred← citeshttps://doi.org/10.1038/s41598-024-83375-7openalex-snapshot
On the improvement of schizophrenia detection with optical coherence tomography data using deep neural networks and aggregation functions
inferred← citeshttps://doi.org/10.1109/fuzz-ieee.2019.8858835openalex-snapshot
Machine Learning of Choquet Integral Regression with Respect to a Bounded Capacity (or Non-monotonic Fuzzy Measure)
inferred← citeshttps://doi.org/10.1109/fuzz45933.2021.9494431openalex-snapshot
Earth Mover's Distance as a Similarity Measure for Linear Order Statistics and Fuzzy Integrals
inferred← citeshttps://doi.org/10.1109/fuzz45933.2021.9494563openalex-snapshot
Actionable XAI for the Fuzzy Integral
inferred← citeshttps://doi.org/10.1109/fuzz48607.2020.9177657openalex-snapshot
Choquet Integral Ridge Regression
inferred← citeshttps://doi.org/10.1109/fuzz48607.2020.9177775openalex-snapshot
A Weighted Matrix Visualization for Fuzzy Measures and Integrals
inferred← citeshttps://doi.org/10.1109/mgrs.2024.3467001openalex-snapshot
Opening the Black Box: A systematic review on explainable artificial intelligence in remote sensing
inferred← citeshttps://doi.org/10.1109/tfuzz.2019.2917124openalex-snapshot
Enabling Explainable Fusion in Deep Learning With Fuzzy Integral Neural Networks
inferred← citeshttps://doi.org/10.1109/tfuzz.2024.3462737openalex-snapshot
Efficient Monotonicity and Convexity Checks for Randomly Sampled Fuzzy Measures
inferred← citeshttps://doi.org/10.1111/isj.70059openalex-snapshot
Explainable AI in Context: Investigating How AI Use Cases Shape Stakeholders' Use in High‐Stakes Organizations
inferred← citeshttps://doi.org/10.1186/s40537-021-00445-7openalex-snapshot
A survey on artificial intelligence assurance
inferred← citeshttps://doi.org/10.2139/ssrn.4950033openalex-snapshot
Analysis of Multi-Factor Coupling Influencing on Cigarette Draw Resistance Based on Choquet Integral
inferred← citeshttps://doi.org/10.24251/hicss.2021.156openalex-snapshot
Reviewing the Need for Explainable Artificial Intelligence (xAI)
inferred← citeshttps://doi.org/10.32469/10355/85805openalex-snapshot
Explainable data fusion
inferred← citeshttps://doi.org/10.32469/10355/90115openalex-snapshot
Explainable contextual data driven fusion
inferred← citeshttps://doi.org/10.37099/mtu.dc.etdr/1185openalex-snapshot
EXPLAINABLE FEATURE- AND DECISION-LEVEL FUSION
inferred← citeshttps://doi.org/10.48550/arxiv.2007.02874openalex-snapshot
Fuzzy Integral = Contextual Linear Order Statistic
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