International Joint Conference, IJCRS 2021, Bratislava, Slovakia, September 19–24, 2021, Proceedings / Ramanna, Sheela ; Cornelis, Chris ; Ciucci, Davide  

Público ISBD Ningún comentario para este registro. Título : International Joint Conference, IJCRS 2021, Bratislava, Slovakia, September 19–24, 2021, Proceedings Tipo de documento: documento electrónico Autores: Ramanna, Sheela, ; Cornelis, Chris, ; Ciucci, Davide, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2021 Número de páginas: XV, 311 p. 68 ilustraciones, 51 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-87334-9 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Palabras clave: Procesamiento de datos  Software de la aplicacion  Inteligencia artificial  Minería de datos y descubrimiento de conocimientos  Aplicaciones informáticas y de sistemas de información Índice Dewey: 6.312 Resumen: El volumen LNAI 12872 constituye las actas de la Conferencia Internacional Conjunta sobre Escenografías preliminares, IJCRS 2021, Bratislava, República Eslovaca, en septiembre de 2021. La conferencia se celebró como un evento híbrido debido a la pandemia de COVID-19. Los 13 artículos completos y los 7 artículos breves presentados fueron cuidadosamente revisados ​​y seleccionados entre 26 presentaciones, junto con 5 artículos invitados. Los artículos se agrupan en las siguientes secciones temáticas: modelos y métodos básicos de conjunto aproximado, métodos relacionados e hibridación, y áreas de aplicaciones. Nota de contenido: Invited Papers -- Mining Incomplete Data Using Global and Saturated Probabilistic Approximations Based on Characteristic Sets and Maximal Consistent Blocks -- Determining Tanimoto Similarity Neighborhoods of Real-Valued Vectors by Means of the Triangle Inequality and Bounds on Length -- Rough-Fuzzy Segmentation of Brain MR Volumes: Applications in Tumor Detection and Malignancy Assessment -- DDAE-GAN: Seismic Data Denoising by Integrating Autoencoder and Generative Adversarial Network -- Classification of Multi-Class Imbalanced Data: Data Difficulty Factors and Selected Methods for Improving Classifiers -- Core Rough Set Models and Methods -- General Rough Modeling of Cluster Analysis -- Possible Coverings in Incomplete Information Tables with Similarity of Values -- Attribute Reduction Using Functional Dependency Relations in Rough Set Theory -- The RSDS: A Current State and Future Plans -- Many-Valued Dynamic Object-Oriented Inheritance and Approximations -- Related Methods and Hybridization -- Minimizing Depth of Decision Trees with Hypotheses -- The Influence of Fuzzy Expectations on Triples of Triangular Norms in the Weighted Fuzzy Petri Net for the Subject Area of Passenger Transport Logistics -- Possibility Distributions Generated by Intuitionistic L-Fuzzy Sets -- Feature Selection and Disambiguation in Learning from Fuzzy Labels using Rough Sets -- Right Adjoint Algebras versus Operator Left Residuated posets -- Adapting Fuzzy Rough Sets for Classification with Missing Values -- Areas of Applications -- Spark Accelerated Implementation of Parallel Attribute Reduction from Incomplete Data -- Attention Enhanced Hierarchical Feature Representation for Three-way Decision Boundary Processing -- An Opinion Summarization-Evaluation System Based on Pre-trained Models -- Fuzzy-Rough Nearest Neighbour Approaches for Emotion Detection in Tweets -- Three-way decisions based RNN models for sentiment classification -- Tolerance-Based Short Text Sentiment Classifier -- Knowledge Graph Representation Learning for Link Prediction with Three-Way Decisions -- PNeS in Modelling, Control and Analysis of Concurrent Systems -- 3RD: A Multi-Criteria Decision-Making Method Based on Three-Way Rankings. En línea: https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Link: https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i International Joint Conference, IJCRS 2021, Bratislava, Slovakia, September 19–24, 2021, Proceedings [documento electrónico] / Ramanna, Sheela, ; Cornelis, Chris, ; Ciucci, Davide,  . -  1 ed.  . - [s.l.] : Springer, 2021 . - XV, 311 p. 68 ilustraciones, 51 ilustraciones en color. ISBN : 978-3-030-87334-9 Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Palabras clave: Procesamiento de datos  Software de la aplicacion  Inteligencia artificial  Minería de datos y descubrimiento de conocimientos  Aplicaciones informáticas y de sistemas de información Índice Dewey: 6.312 Resumen: El volumen LNAI 12872 constituye las actas de la Conferencia Internacional Conjunta sobre Escenografías preliminares, IJCRS 2021, Bratislava, República Eslovaca, en septiembre de 2021. La conferencia se celebró como un evento híbrido debido a la pandemia de COVID-19. Los 13 artículos completos y los 7 artículos breves presentados fueron cuidadosamente revisados ​​y seleccionados entre 26 presentaciones, junto con 5 artículos invitados. Los artículos se agrupan en las siguientes secciones temáticas: modelos y métodos básicos de conjunto aproximado, métodos relacionados e hibridación, y áreas de aplicaciones. Nota de contenido: Invited Papers -- Mining Incomplete Data Using Global and Saturated Probabilistic Approximations Based on Characteristic Sets and Maximal Consistent Blocks -- Determining Tanimoto Similarity Neighborhoods of Real-Valued Vectors by Means of the Triangle Inequality and Bounds on Length -- Rough-Fuzzy Segmentation of Brain MR Volumes: Applications in Tumor Detection and Malignancy Assessment -- DDAE-GAN: Seismic Data Denoising by Integrating Autoencoder and Generative Adversarial Network -- Classification of Multi-Class Imbalanced Data: Data Difficulty Factors and Selected Methods for Improving Classifiers -- Core Rough Set Models and Methods -- General Rough Modeling of Cluster Analysis -- Possible Coverings in Incomplete Information Tables with Similarity of Values -- Attribute Reduction Using Functional Dependency Relations in Rough Set Theory -- The RSDS: A Current State and Future Plans -- Many-Valued Dynamic Object-Oriented Inheritance and Approximations -- Related Methods and Hybridization -- Minimizing Depth of Decision Trees with Hypotheses -- The Influence of Fuzzy Expectations on Triples of Triangular Norms in the Weighted Fuzzy Petri Net for the Subject Area of Passenger Transport Logistics -- Possibility Distributions Generated by Intuitionistic L-Fuzzy Sets -- Feature Selection and Disambiguation in Learning from Fuzzy Labels using Rough Sets -- Right Adjoint Algebras versus Operator Left Residuated posets -- Adapting Fuzzy Rough Sets for Classification with Missing Values -- Areas of Applications -- Spark Accelerated Implementation of Parallel Attribute Reduction from Incomplete Data -- Attention Enhanced Hierarchical Feature Representation for Three-way Decision Boundary Processing -- An Opinion Summarization-Evaluation System Based on Pre-trained Models -- Fuzzy-Rough Nearest Neighbour Approaches for Emotion Detection in Tweets -- Three-way decisions based RNN models for sentiment classification -- Tolerance-Based Short Text Sentiment Classifier -- Knowledge Graph Representation Learning for Link Prediction with Three-Way Decisions -- PNeS in Modelling, Control and Analysis of Concurrent Systems -- 3RD: A Multi-Criteria Decision-Making Method Based on Three-Way Rankings. En línea: https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Link: https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i

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