Modeling Decisions for Artificial Intelligence 20th International Conference, MDAI 2023, Umeå, Sweden, June 19-22, 2023, Proceedings için kapak resmi
Başlık:
Modeling Decisions for Artificial Intelligence 20th International Conference, MDAI 2023, Umeå, Sweden, June 19-22, 2023, Proceedings
Yazar:
Torra, Vicenç. editor.
ISBN:
9783031334986
Basım Bilgisi:
1st ed. 2023.
Fiziksel Tanımlama:
XX, 265 p. 44 illus., 25 illus. in color. online resource.
Seri:
Lecture Notes in Artificial Intelligence, 13890
İçerik:
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.
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