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020 _a9783031216862
_9978-3-031-21686-2
024 7 _a10.1007/978-3-031-21686-2
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
072 7 _aUYQ
_2thema
082 0 4 _a006.3
_223
245 1 0 _aIntelligent Systems
_h[electronic resource] :
_b11th Brazilian Conference, BRACIS 2022, Campinas, Brazil, November 28 - December 1, 2022, Proceedings, Part I /
_cedited by João Carlos Xavier-Junior, Ricardo Araújo Rios.
250 _a1st ed. 2022.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2022.
300 _aXXIII, 660 p. 174 illus., 137 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v13653
505 0 _aMortality Risk Evaluation: a Proposal for Intensive Care Units Patients Exploring Machine Learning Methods -- Requirements Elicitation Techniques and Tools in the Context of Artificial Intelligence -- An Efficient Drift Detection Module for Semi-supervised Data Classification in Non-Stationary Environments -- The impact of state representation on approximate Q-learning for a selection hyper-heuristic -- A network-based visual analytics approach for performance evaluation of swarms of robots in the surveillance task -- Ulysses-RFSQ: a novel method to improve Legal Information Retrieval based on Relevance Feedback -- Adaptive Fast XGBoost for Regression -- The Effects of Under and Over Sampling in Exoplanet Transit Identification with Low Signal-to-Noise Ratio Data -- Estimating Bone Mineral Density Based on Age -- Feature Extraction for a Genetic Programming-Based Brain-Computer Interface -- Selecting Optimal Trace Clustering Pipelines with Meta-Learning -- Sequential Short-Text Classification from Multiple Textual Representations with Weak Supervision -- Towards a better understanding of heuristic approaches applied to the biological motif discovery -- Mutation Rate Analysis Using a Self-Adaptive Genetic Algorithm on the OneMax Problem -- Application of the Sugeno Integral in Fuzzy Rule-Based Classification -- Improving the FQF Distributional Reinforcement Learning Algorithm in MinAtar Enviroment -- Glomerulosclerosis identification using a modified Dense Convolutional Network -- Diffusion-based Approach to Style Modeling in Expressive TTS -- Automatic Rule Generation for Cellular Automata using Fuzzy Times Series Methods -- Explanation-by-Example Based on Item Response Theory -- Short-and-Long-Term Impact of Initialization Functions in NeuroEvolution -- Analysis of the influence of the MVDR filter parameters on the performance of SSVEP-based BCI -- A Novel Multi-objective Decomposition Formulation for Per-Instance Configuration -- Improving Group Search Optimization for Automatic Data Clustering Using Merge and Split Operators -- Leveraging Textual Descriptions for House Price Valuation -- Measuring Ethics in AI with AI: A Methodology and Dataset Construction -- Time Robust Trees: Using Temporal Invariance to Improve Generalization -- Generating Diverse Clustering Datasets with Targeted Characteristics -- On AGM Belief Revision for Computational Tree Logic -- Hyperintensional Models and Belief Change -- A Multi-Population Schema designed for Biased Random-Key Genetic Algorithms on Continuous Optimisation Problems -- Answering Questions about COVID-19 Vaccines using ChatBot Technologies -- Analysis of the neutrality of AutoML Search Spaces with Local Optima Networks -- Dealing with inconsistencies in ASPIC+ -- A Grammar-based Genetic Programming Hyper-Heuristic for Corridor Allocation Problem -- Generalising Semantics to Weighted Bipolar Argumentation Frameworks -- The use of multiple criteria decision aiding methods in recommender systems: a literature -- Explaining Learning Performance with Local Performance Regions and Maximally Relevant Meta-Rules review -- Artificial Intelligence: Algorithmic Transparency and Public Policies: The Case of Facial Recognition Technologies in the Public Transportation System of Large Brazilian Municipalities -- Resource Allocation Optimization in Business Processes Supported by Reinforcement Learning and Process Mining -- Exploitability Assessment with Genetically Tuned Interconnected Neural Networks -- Predicting Compatibility of Cultivars in Grafting Processes using Kernel Methods and Collaborative Filtering -- Cross-validation Strategies for Balanced and Imbalanced Datasets -- Geographic Context-Based Stacking Learning for Election Prediction from Socio-Economic Data.
520 _aThe two-volume set LNAI 13653 and 13654 constitutes the refereed proceedings of the 11th Brazilian Conference on Intelligent Systems, BRACIS 2022, which took place in Campinas, Brazil, in November/December 2022. The 89 papers presented in the proceedings were carefully reviewed and selected from 225 submissions. The conference deals with theoretical aspects and applications of artificial and computational intelligence.
650 0 _aArtificial intelligence.
_93407
650 0 _aComputer networks .
_931572
650 0 _aData mining.
_93907
650 0 _aEducation
_xData processing.
_982607
650 0 _aSocial sciences
_xData processing.
_983360
650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aComputer Communication Networks.
_999257
650 2 4 _aData Mining and Knowledge Discovery.
_999259
650 2 4 _aComputers and Education.
_941129
650 2 4 _aComputer Application in Social and Behavioral Sciences.
_931815
700 1 _aXavier-Junior, João Carlos.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_999261
700 1 _aRios, Ricardo Araújo.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_999262
710 2 _aSpringerLink (Online service)
_999264
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031216855
776 0 8 _iPrinted edition:
_z9783031216879
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v13653
_999266
856 4 0 _uhttps://doi.org/10.1007/978-3-031-21686-2
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