Modeling decisions for artificial intelligence : 20th international conference, MDAI 2023, Umeå, Sweden, June 19-22, 2023, proceedings /
Modeling decisions for artificial intelligence : 20th international conference, MDAI 2023, Umeå, Sweden, June 19-22, 2023, proceedings /
MDAI 2023
Vicenç Torra, Yasuo Narukawa, editors.
- 1st ed. 2023.
- 1 online resource (XX, 265 pages. 44 illustrations, 25 illustrations in color.)
- Lecture notes in computer science. Lecture notes in artificial intelligence, 13890 2945-9141 ; LNCS sublibrary: SL7 - Artificial intelligence .
- Lecture notes in computer science. Lecture notes in artificial intelligence. Lecture notes in computer science ; 13890. LNCS sublibrary. SL 7, Artificial intelligence. .
International conference proceedings. Includes author index.
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 Neural Networks -- 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
This book constitutes the refereed proceedings of the 20th International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2023, held in Umeå, Sweden, during June19-22,2023. The 17 papers presented in this volume were carefully reviewed and selected from 28 submissions. Additionally, 1 invited paper were included. The papers discuss different facets of decision processes in a broad sense and present research in data science, data privacy, aggregation functions, human decision making, graphs and social networks, and recommendation and search. The papers are organized in the following topical sections: Decision making and uncertainty; Machine Learning and data science; and Data privacy.
9783031334986 3031334981
10.1007/978-3-031-33498-6 doi
Artificial intelligence--Mathematical models--Congresses.
Decision making--Mathematical models--Congresses.
Computer simulation--Congresses.
Intelligence artificielle--Modèles mathématiques--Congrès.
Prise de décision--Modèles mathématiques--Congrès.
Simulation par ordinateur--Congrès.
Artificial intelligence--Mathematical models
Computer simulation
Decision making--Mathematical models
Science
proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Q334
006.3
International conference proceedings. Includes author index.
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 Neural Networks -- 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
This book constitutes the refereed proceedings of the 20th International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2023, held in Umeå, Sweden, during June19-22,2023. The 17 papers presented in this volume were carefully reviewed and selected from 28 submissions. Additionally, 1 invited paper were included. The papers discuss different facets of decision processes in a broad sense and present research in data science, data privacy, aggregation functions, human decision making, graphs and social networks, and recommendation and search. The papers are organized in the following topical sections: Decision making and uncertainty; Machine Learning and data science; and Data privacy.
9783031334986 3031334981
10.1007/978-3-031-33498-6 doi
Artificial intelligence--Mathematical models--Congresses.
Decision making--Mathematical models--Congresses.
Computer simulation--Congresses.
Intelligence artificielle--Modèles mathématiques--Congrès.
Prise de décision--Modèles mathématiques--Congrès.
Simulation par ordinateur--Congrès.
Artificial intelligence--Mathematical models
Computer simulation
Decision making--Mathematical models
Science
proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Q334
006.3