Modeling Decisions for Artificial Intelligence 20th International Conference, MDAI 2023, Umeå, Sweden, June 19-22, 2023, Proceedings
by
Torra, Vicenç. editor.
Title
:
Modeling Decisions for Artificial Intelligence 20th International Conference, MDAI 2023, Umeå, Sweden, June 19-22, 2023, Proceedings
Author
:
Torra, Vicenç. editor.
ISBN
:
9783031334986
Edition
:
1st ed. 2023.
Physical Description
:
XX, 265 p. 44 illus., 25 illus. in color. online resource.
Series
:
Lecture Notes in Artificial Intelligence, 13890
Contents
:
Logic Aggregators and Their Implementations -- Decision making and uncertainty -- Multi-Target Decision Making under Conditions of Severe Uncertainty -- Constructive set function and extraction of a k-dimensional element -- Coherent upper conditional previsions defined by fractal outer measures to represent the unconscious activity of human brain -- Discrete chain-based Choquet-like operators -- On a new generalization of decomposition integrals -- Bipolar OWA operators with continuous input function -- Machine Learning and data science -- Cost-constrained group feature selection using information theory -- Conformal Prediction for Accuracy Guarantees in Classification with Reject Option -- Adapting the Gini's index for solving Predictive Tasks -- Bayesian logistic model for positive and unlabeled data -- A goal-oriented specification language for reinforcement learning -- Improved Spectral Norm Regularization for NeuralNetworks -- Preprocessing Matters: Automated Pipeline Selection for Fair Classification -- Predicting Next Whereabouts using Deep Learning -- A Generalization of Fuzzy c-Means with Variables Controlling Cluster Size -- Data privacy -- Local Differential Privacy Protocol for Making Key{Value Data Robust against Poisoning Attacks -- Differential Privacy through Noise-Graph Addition.
Added Author
:
Torra, Vicenç.
Narukawa, Yasuo.
Added Corporate Author
:
SpringerLink (Online service)
Electronic Access
:
| Library | Material Type | Item Barcode | Shelf Number | [[missing key: search.ChildField.HOLDING]] | Status |
|---|
| Online Library | E-Book | 520868-1001 | ONLINE | | Elektronik Kütüphane |