Información del autor
Autor Tuba, Milan |
Documentos disponibles escritos por este autor (2)
Crear una solicitud de compra Refinar búsqueda11th International Conference, ICSI 2020, Belgrade, Serbia, July 14–20, 2020, Proceedings / Tan, Ying ; Shi, Yuhui ; Tuba, Milan
TÃtulo : 11th International Conference, ICSI 2020, Belgrade, Serbia, July 14–20, 2020, Proceedings Tipo de documento: documento electrónico Autores: Tan, Ying, ; Shi, Yuhui, ; Tuba, Milan, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2020 Número de páginas: XVII, 689 p. 242 ilustraciones, 162 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-53956-6 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Palabras clave: Ciencias de la Computación IngenierÃa Informática Red de computadoras Software de la aplicacion Ordenadores Gestión de base de datos TeorÃa de la Computación IngenierÃa Informática y Redes Aplicaciones informáticas y de sistemas de información Entornos informáticos Sistema de administración de base de datos Clasificación: Resumen: Este libro constituye las actas de la 11.ª Conferencia Internacional sobre Avances en Inteligencia de Enjambre, ICSI 2020, celebrada en julio de 2020 en Belgrado, Serbia. Debido a la pandemia de COVID-19 la conferencia se realizó de manera virtual. Los 63 artÃculos incluidos en este volumen fueron cuidadosamente revisados ​​y seleccionados entre 127 presentaciones. Los artÃculos están organizados en 12 secciones temáticas coherentes de la siguiente manera: Inteligencia de enjambre y computación inspirada en la naturaleza; algoritmos informáticos basados ​​en enjambres para optimización; optimización de Enjambre de partÃculas; optimización de colonias de hormigas; algoritmo de optimización de tormenta de ideas; optimización de la búsqueda de alimento bacteriano; algoritmo genético y computación evolutiva; optimización multiobjetivo; aprendizaje automático; procesamiento de datos; sistema multiagente y enjambre robótico, y otras aplicaciones. Nota de contenido: Swarm Intelligence and Nature-Inspired Computing Swarm Intelligence in Data Science: Applications, Opportunities and Challenges -- Synchronized Swarm Operation -- Prediction of Photovoltaic Power using Nature-Inspired Computing -- A Two-Step Approach to the Search of Minimum Energy Designs via Swarm Intelligence -- On Assessing the Temporal Characteristics of Reaching the Milestone by a Swarm -- Swarm-based Computing Algorithms for Optimization Learning Automata-based Fireworks Algorithm On Adaptive Assigning -- Binary Pigeon-Inspired Optimization for Quadrotor Swarm Formation Control -- A Novel Biogeography-based Optimization Algorithm with Momentum Migration and Taxonomic Mutation -- A Modi ed Arti cial Bee Colony Algorithm for Scheduling Optimization of Multi-Aisle AS/RS System -- The Research of Flexible Scheduling of Workshop Based on Artificial Fish Swarm Algorithm and Knowledge Mining -- A Novel Image Segmentation Based on Clustering and Population-Based Optimisation -- Colour Quantisation by Human Mental Search -- Canine Algorithm for Node Disjoint Paths -- Particle Swarm Optimization -- Optimizing Hydrography Ontology Alignment through Compact Particle Swarm Optimization Algorithm -- Map Generation and Balance in the Terra Mystica Board Game Using Particle Swarm and Local Search -- Research on Crowd-sensing Task Assignment Based on Fuzzy Inference PSO Algorithm -- The improvement of V-shaped transfer function of Binary Particle Swarm Optimization -- Hybrid Ant Colony Optimization-based Method for Focal of a Disease Segmentation in Lung CT Images -- An Ant-Inspired Track-to-Track Recovery Approach for Construction of Cell Lineage Trees -- An Ant Colony Optimization Algorithm Based Automated Generation of Software Test Cases -- Brain Storm Optimization Algorithm -- BSO-CLS: Brain Storm Optimization Algorithm with Cooperative Learning Strategy -- A Hybrid Brain Storm Optimization Algorithm for Dynamic Vehicle Routing Problem -- Determinative Brain Storm Optimization.-An Adapting Chemotaxis Bacterial Foraging Optimization Algorithm for Feature Selection in Classification -- Bacterial Foraging Optimization Based on Levy Flight for Fuzzy Portfolio Optimization -- Adaptive bacterial foraging optimization based on roulette strategy -- An Improved Bacterial Foraging Optimization with Dierential and Poisson Distribution Strategy and its Application to Nurse Scheduling Problem -- Improved Bacterial Foraging Optimization Algorithm with Comprehensive Swarm Learning Strategies -- Modified Bacterial Foraging Optimization for Fuzzy MeanSemivariance-Skewness Portfolio Selection -- Genetic Algorithm and Evolutionary Computation -- A New Local Search Adaptive Genetic Algorithm for the Pseudo-Coloring Problem -- A Genetic Algorithm-Based Solver for small-scale Jigsaw Puzzles -- A New EDA with Dimension Reduction Technique for Large Scale Many-objective Optimization -- An Improved CMA-ES for Solving Large Scale Optimization Problem -- Archive Update Strategy In uences Di erential EvolutionPerformance -- A Structural testing model using SDA algorithm -- Multi-objective Particle Swarm Optimisation for Cargo Packaging in Large Containers -- Multi-objective Combinatorial Generative Adversarial Optimization and Its Application in Crowdsensing.-Multi-Objective Dynamic Scheduling Model of Flexible Job Shop Based on NSGAII Algorithm and Scroll Window Technology -- Optimal Reservoir Optimization Using Multiobjective Genetic Algorithm -- Success-history based parameter adaptation in MOEA/D algorithm -- Image Clustering by Generative Adversarial Optimization and Advanced Clustering Criteria -- A Tool for Supporting the Evaluation of Active Learning Activities -- Inferring Candidate CircRNA-disease Associations by Bi-random Walk Based on CircRNA Regulatory Similarity -- Methods of Machine Learning in System Abnormal Behavior Detection -- Use of the industrial property system in Colombia (2018): a machine learning application -- Imbalanced Ensemble Learning for Enhanced Pulsar Identification -- Computational Analysis of Third-Grade Liquid Flow with Cross Diusion Eects: Application to Entropy Modeling -- Aula Touch Game: Digital tablets and their incidence in the development of citizen competences of middle education students in the district of Barranquilla-Colombia -- Case Classifi cation Processing and Analysis Method for Respiratory Belt Data -- Target Tracking Algorithm based on Density Clustering -- A Method for Localization and Classifi cation of Breast Ultrasound Tumors -- Deep Learning Strategies for Survival Prediction in Prophylactic Resection Patients -- Method based on Data Mining Techniques for Breast Cancer Recurrence Analysis -- Parasite-Guest Infection Modeling: Social Science Applications -- Research on Sliding Mode Control of Underwater Vehicle-manipulator System Based on an Exponential Approach Law -- A Parallel Evolutionary Algorithm with Value Decomposition for Multi-Agent Problems -- O- ocking: Optimized Flocking Model on Autonomous Navigation for Robotic Swarm -- A Multi-agent Ant Colony Optimization Algorithm for Effective Vehicular Tra c Management -- Site Selection of the Colombian Antarctic Research Station based on Fuzzy-Topsis Algortihm -- Newtonian heating eects of Oldroyd-B liquid ow with cross-difussion and second order slip -- Econometric Algorithms Applied to the Incidence of Income on Satisfaction with Quality of Life in Latin American Capitals -- Analytical Study of Radiative Casson Nanoliquid Flow with Heat Absorption. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] 11th International Conference, ICSI 2020, Belgrade, Serbia, July 14–20, 2020, Proceedings [documento electrónico] / Tan, Ying, ; Shi, Yuhui, ; Tuba, Milan, . - 1 ed. . - [s.l.] : Springer, 2020 . - XVII, 689 p. 242 ilustraciones, 162 ilustraciones en color.
ISBN : 978-3-030-53956-6
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave: Ciencias de la Computación IngenierÃa Informática Red de computadoras Software de la aplicacion Ordenadores Gestión de base de datos TeorÃa de la Computación IngenierÃa Informática y Redes Aplicaciones informáticas y de sistemas de información Entornos informáticos Sistema de administración de base de datos Clasificación: Resumen: Este libro constituye las actas de la 11.ª Conferencia Internacional sobre Avances en Inteligencia de Enjambre, ICSI 2020, celebrada en julio de 2020 en Belgrado, Serbia. Debido a la pandemia de COVID-19 la conferencia se realizó de manera virtual. Los 63 artÃculos incluidos en este volumen fueron cuidadosamente revisados ​​y seleccionados entre 127 presentaciones. Los artÃculos están organizados en 12 secciones temáticas coherentes de la siguiente manera: Inteligencia de enjambre y computación inspirada en la naturaleza; algoritmos informáticos basados ​​en enjambres para optimización; optimización de Enjambre de partÃculas; optimización de colonias de hormigas; algoritmo de optimización de tormenta de ideas; optimización de la búsqueda de alimento bacteriano; algoritmo genético y computación evolutiva; optimización multiobjetivo; aprendizaje automático; procesamiento de datos; sistema multiagente y enjambre robótico, y otras aplicaciones. Nota de contenido: Swarm Intelligence and Nature-Inspired Computing Swarm Intelligence in Data Science: Applications, Opportunities and Challenges -- Synchronized Swarm Operation -- Prediction of Photovoltaic Power using Nature-Inspired Computing -- A Two-Step Approach to the Search of Minimum Energy Designs via Swarm Intelligence -- On Assessing the Temporal Characteristics of Reaching the Milestone by a Swarm -- Swarm-based Computing Algorithms for Optimization Learning Automata-based Fireworks Algorithm On Adaptive Assigning -- Binary Pigeon-Inspired Optimization for Quadrotor Swarm Formation Control -- A Novel Biogeography-based Optimization Algorithm with Momentum Migration and Taxonomic Mutation -- A Modi ed Arti cial Bee Colony Algorithm for Scheduling Optimization of Multi-Aisle AS/RS System -- The Research of Flexible Scheduling of Workshop Based on Artificial Fish Swarm Algorithm and Knowledge Mining -- A Novel Image Segmentation Based on Clustering and Population-Based Optimisation -- Colour Quantisation by Human Mental Search -- Canine Algorithm for Node Disjoint Paths -- Particle Swarm Optimization -- Optimizing Hydrography Ontology Alignment through Compact Particle Swarm Optimization Algorithm -- Map Generation and Balance in the Terra Mystica Board Game Using Particle Swarm and Local Search -- Research on Crowd-sensing Task Assignment Based on Fuzzy Inference PSO Algorithm -- The improvement of V-shaped transfer function of Binary Particle Swarm Optimization -- Hybrid Ant Colony Optimization-based Method for Focal of a Disease Segmentation in Lung CT Images -- An Ant-Inspired Track-to-Track Recovery Approach for Construction of Cell Lineage Trees -- An Ant Colony Optimization Algorithm Based Automated Generation of Software Test Cases -- Brain Storm Optimization Algorithm -- BSO-CLS: Brain Storm Optimization Algorithm with Cooperative Learning Strategy -- A Hybrid Brain Storm Optimization Algorithm for Dynamic Vehicle Routing Problem -- Determinative Brain Storm Optimization.-An Adapting Chemotaxis Bacterial Foraging Optimization Algorithm for Feature Selection in Classification -- Bacterial Foraging Optimization Based on Levy Flight for Fuzzy Portfolio Optimization -- Adaptive bacterial foraging optimization based on roulette strategy -- An Improved Bacterial Foraging Optimization with Dierential and Poisson Distribution Strategy and its Application to Nurse Scheduling Problem -- Improved Bacterial Foraging Optimization Algorithm with Comprehensive Swarm Learning Strategies -- Modified Bacterial Foraging Optimization for Fuzzy MeanSemivariance-Skewness Portfolio Selection -- Genetic Algorithm and Evolutionary Computation -- A New Local Search Adaptive Genetic Algorithm for the Pseudo-Coloring Problem -- A Genetic Algorithm-Based Solver for small-scale Jigsaw Puzzles -- A New EDA with Dimension Reduction Technique for Large Scale Many-objective Optimization -- An Improved CMA-ES for Solving Large Scale Optimization Problem -- Archive Update Strategy In uences Di erential EvolutionPerformance -- A Structural testing model using SDA algorithm -- Multi-objective Particle Swarm Optimisation for Cargo Packaging in Large Containers -- Multi-objective Combinatorial Generative Adversarial Optimization and Its Application in Crowdsensing.-Multi-Objective Dynamic Scheduling Model of Flexible Job Shop Based on NSGAII Algorithm and Scroll Window Technology -- Optimal Reservoir Optimization Using Multiobjective Genetic Algorithm -- Success-history based parameter adaptation in MOEA/D algorithm -- Image Clustering by Generative Adversarial Optimization and Advanced Clustering Criteria -- A Tool for Supporting the Evaluation of Active Learning Activities -- Inferring Candidate CircRNA-disease Associations by Bi-random Walk Based on CircRNA Regulatory Similarity -- Methods of Machine Learning in System Abnormal Behavior Detection -- Use of the industrial property system in Colombia (2018): a machine learning application -- Imbalanced Ensemble Learning for Enhanced Pulsar Identification -- Computational Analysis of Third-Grade Liquid Flow with Cross Diusion Eects: Application to Entropy Modeling -- Aula Touch Game: Digital tablets and their incidence in the development of citizen competences of middle education students in the district of Barranquilla-Colombia -- Case Classifi cation Processing and Analysis Method for Respiratory Belt Data -- Target Tracking Algorithm based on Density Clustering -- A Method for Localization and Classifi cation of Breast Ultrasound Tumors -- Deep Learning Strategies for Survival Prediction in Prophylactic Resection Patients -- Method based on Data Mining Techniques for Breast Cancer Recurrence Analysis -- Parasite-Guest Infection Modeling: Social Science Applications -- Research on Sliding Mode Control of Underwater Vehicle-manipulator System Based on an Exponential Approach Law -- A Parallel Evolutionary Algorithm with Value Decomposition for Multi-Agent Problems -- O- ocking: Optimized Flocking Model on Autonomous Navigation for Robotic Swarm -- A Multi-agent Ant Colony Optimization Algorithm for Effective Vehicular Tra c Management -- Site Selection of the Colombian Antarctic Research Station based on Fuzzy-Topsis Algortihm -- Newtonian heating eects of Oldroyd-B liquid ow with cross-difussion and second order slip -- Econometric Algorithms Applied to the Incidence of Income on Satisfaction with Quality of Life in Latin American Capitals -- Analytical Study of Radiative Casson Nanoliquid Flow with Heat Absorption. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
TÃtulo : 5th International Conference, DMBD 2020, Belgrade, Serbia, July 14–20, 2020, Proceedings Tipo de documento: documento electrónico Autores: Tan, Ying, ; Shi, Yuhui, ; Tuba, Milan, Mención de edición: 1 ed. Editorial: Singapore [Malasya] : Springer Fecha de publicación: 2020 Número de páginas: XI, 119 p. 75 ilustraciones, 40 ilustraciones en color. ISBN/ISSN/DL: 978-981-1572050-- Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Palabras clave: Software de la aplicacion Gestión de base de datos Inteligencia artificial Informática IngenierÃa Informática Red de computadoras Aplicaciones informáticas y de sistemas de información Sistema de administración de base de datos Matemáticas de la Computación IngenierÃa Informática y Redes Clasificación: 005.3 Ciencia de los computadores (Programas) Resumen: Este libro constituye actas arbitradas de la V Conferencia Internacional sobre MinerÃa de Datos y Big Data, DMBD 2020, celebrada en julio de 2020. Debido a la pandemia de COVID-19, la conferencia se llevó a cabo en un formato totalmente virtual. Los 7 artÃculos completos y los 3 artÃculos breves presentados en este volumen fueron cuidadosamente revisados ​​y seleccionados entre 39 presentaciones. Los artÃculos presentan las últimas investigaciones sobre las ventajas de las teorÃas, tecnologÃas y aplicaciones en minerÃa de datos y big data. El volumen cubre muchos aspectos de la minerÃa de datos y big data, asà como métodos de computación inteligente aplicados a todos los campos de la informática, el aprendizaje automático, la minerÃa de datos y el descubrimiento de conocimientos, la ciencia de datos, etc. Nota de contenido: Adaptive and Dynamic Knowledge Transfer in Multi-task Learning with Attention Networks -- RPP Algorithm: a Method for Discovering Interesting Rare Itemsets -- Pareto Optimization in Oil Refinery -- Hypothesis Verication for Designing Flyback Booster by Analysis of Variance Visualized on Triangular Matrix Representations -- Application of Decision Tree Algorithm Based on Clustering and Entropy Method Level Division for Regional Economic Index Selection -- An Evaluation Algorithm of the Importance of Network Node Based on Community Influence -- PCA Based Kernel Initialization for Convolutional Neural Networks -- Research on PM2.5 Integrated Prediction Model Based on lasso-RF-GAM -- Research on Short-term Urban Traffic Congestion Based on Fuzzy Comprehensive Evaluation and Machine Learning -- Analysis of Breast Cancer Detection Using Different Machine Learning Techniques. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] 5th International Conference, DMBD 2020, Belgrade, Serbia, July 14–20, 2020, Proceedings [documento electrónico] / Tan, Ying, ; Shi, Yuhui, ; Tuba, Milan, . - 1 ed. . - Singapore [Malasya] : Springer, 2020 . - XI, 119 p. 75 ilustraciones, 40 ilustraciones en color.
ISBN : 978-981-1572050--
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave: Software de la aplicacion Gestión de base de datos Inteligencia artificial Informática IngenierÃa Informática Red de computadoras Aplicaciones informáticas y de sistemas de información Sistema de administración de base de datos Matemáticas de la Computación IngenierÃa Informática y Redes Clasificación: 005.3 Ciencia de los computadores (Programas) Resumen: Este libro constituye actas arbitradas de la V Conferencia Internacional sobre MinerÃa de Datos y Big Data, DMBD 2020, celebrada en julio de 2020. Debido a la pandemia de COVID-19, la conferencia se llevó a cabo en un formato totalmente virtual. Los 7 artÃculos completos y los 3 artÃculos breves presentados en este volumen fueron cuidadosamente revisados ​​y seleccionados entre 39 presentaciones. Los artÃculos presentan las últimas investigaciones sobre las ventajas de las teorÃas, tecnologÃas y aplicaciones en minerÃa de datos y big data. El volumen cubre muchos aspectos de la minerÃa de datos y big data, asà como métodos de computación inteligente aplicados a todos los campos de la informática, el aprendizaje automático, la minerÃa de datos y el descubrimiento de conocimientos, la ciencia de datos, etc. Nota de contenido: Adaptive and Dynamic Knowledge Transfer in Multi-task Learning with Attention Networks -- RPP Algorithm: a Method for Discovering Interesting Rare Itemsets -- Pareto Optimization in Oil Refinery -- Hypothesis Verication for Designing Flyback Booster by Analysis of Variance Visualized on Triangular Matrix Representations -- Application of Decision Tree Algorithm Based on Clustering and Entropy Method Level Division for Regional Economic Index Selection -- An Evaluation Algorithm of the Importance of Network Node Based on Community Influence -- PCA Based Kernel Initialization for Convolutional Neural Networks -- Research on PM2.5 Integrated Prediction Model Based on lasso-RF-GAM -- Research on Short-term Urban Traffic Congestion Based on Fuzzy Comprehensive Evaluation and Machine Learning -- Analysis of Breast Cancer Detection Using Different Machine Learning Techniques. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
