Información del autor
Autor Manzoni, Luca |
Documentos disponibles escritos por este autor (4)
Crear una solicitud de compra Refinar búsquedaCellular Automata / Mauri, Giancarlo ; El Yacoubi, Samira ; Dennunzio, Alberto ; Nishinari, Katsuhiro ; Manzoni, Luca
TÃtulo : Cellular Automata : 13th International Conference on Cellular Automata for Research and Industry, ACRI 2018, Como, Italy, September 17–21, 2018, Proceedings / Tipo de documento: documento electrónico Autores: Mauri, Giancarlo, ; El Yacoubi, Samira, ; Dennunzio, Alberto, ; Nishinari, Katsuhiro, ; Manzoni, Luca, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2018 Número de páginas: XV, 528 p. 204 ilustraciones ISBN/ISSN/DL: 978-3-319-99813-8 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Idioma : Inglés (eng) Palabras clave: Inteligencia artificial Computadoras Propósitos especiales Red de computadoras Protección de datos CriptografÃa Cifrado de datos (Informática) Sistemas de propósito especial y basados ​​en aplicaciones Redes de comunicación informática Seguridad de datos e información CriptologÃa Clasificación: 006.3 Resumen: Este libro constituye las actas de la 13.ª Conferencia Internacional sobre Autómatas Celulares para la Investigación y la Industria, ACRI 2018, celebrada en Como, Italia, en septiembre de 2018. Los 47 artÃculos completos presentados en este volumen fueron cuidadosamente revisados ​​y seleccionados entre 64 presentaciones. Este volumen contiene contribuciones invitadas y artÃculos aceptados del tema principal y de los tres talleres organizados. El volumen está organizado en los siguientes temas: modelado de sistemas biológicos; simulación y otras aplicaciones de CA; sistemas multiagente; dinámica de peatones y tráfico; sincronización y control; teorÃa y criptografÃa; autómatas celulares asÃncronos; y multitudes, tráfico y autómatas celulares. Nota de contenido: Biological Systems Modeling -- Simulation and Other Applications of CA -- Multi-agent Systems -- Pedestrian and Traffic Dynamics -- Synchronization and Control -- Theory and Cryptography -- Asynchronous Cellular Automata -- Crowds, Traffic and Cellular Automata. Tipo de medio : Computadora Summary : This book constitutes the proceedings of the 13th International Conference on Cellular Automata for Research and Industry, ACRI 2018, held in Como, Italy, in September 2018. The 47 full papers presented in this volume were carefully reviewed and selected from 64 submissions. This volume contains invited contributions and accepted papers from the main track and from the three organized workshops. The volume is organized in the following topics: biological systems modeling; simulation and other applications of CA; multi-agent systems; pedestrian and traffic dynamics; synchronization and control; theory and cryptography; asynchronous cellular automata; and crowds, traffic and cellular automata. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Cellular Automata : 13th International Conference on Cellular Automata for Research and Industry, ACRI 2018, Como, Italy, September 17–21, 2018, Proceedings / [documento electrónico] / Mauri, Giancarlo, ; El Yacoubi, Samira, ; Dennunzio, Alberto, ; Nishinari, Katsuhiro, ; Manzoni, Luca, . - 1 ed. . - [s.l.] : Springer, 2018 . - XV, 528 p. 204 ilustraciones.
ISBN : 978-3-319-99813-8
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Idioma : Inglés (eng)
Palabras clave: Inteligencia artificial Computadoras Propósitos especiales Red de computadoras Protección de datos CriptografÃa Cifrado de datos (Informática) Sistemas de propósito especial y basados ​​en aplicaciones Redes de comunicación informática Seguridad de datos e información CriptologÃa Clasificación: 006.3 Resumen: Este libro constituye las actas de la 13.ª Conferencia Internacional sobre Autómatas Celulares para la Investigación y la Industria, ACRI 2018, celebrada en Como, Italia, en septiembre de 2018. Los 47 artÃculos completos presentados en este volumen fueron cuidadosamente revisados ​​y seleccionados entre 64 presentaciones. Este volumen contiene contribuciones invitadas y artÃculos aceptados del tema principal y de los tres talleres organizados. El volumen está organizado en los siguientes temas: modelado de sistemas biológicos; simulación y otras aplicaciones de CA; sistemas multiagente; dinámica de peatones y tráfico; sincronización y control; teorÃa y criptografÃa; autómatas celulares asÃncronos; y multitudes, tráfico y autómatas celulares. Nota de contenido: Biological Systems Modeling -- Simulation and Other Applications of CA -- Multi-agent Systems -- Pedestrian and Traffic Dynamics -- Synchronization and Control -- Theory and Cryptography -- Asynchronous Cellular Automata -- Crowds, Traffic and Cellular Automata. Tipo de medio : Computadora Summary : This book constitutes the proceedings of the 13th International Conference on Cellular Automata for Research and Industry, ACRI 2018, held in Como, Italy, in September 2018. The 47 full papers presented in this volume were carefully reviewed and selected from 64 submissions. This volume contains invited contributions and accepted papers from the main track and from the three organized workshops. The volume is organized in the following topics: biological systems modeling; simulation and other applications of CA; multi-agent systems; pedestrian and traffic dynamics; synchronization and control; theory and cryptography; asynchronous cellular automata; and crowds, traffic and cellular automata. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
TÃtulo : Cellular Automata : 14th International Conference on Cellular Automata for Research and Industry, ACRI 2020, Lodz, Poland, December 2–4, 2020, Proceedings / Tipo de documento: documento electrónico Autores: GwizdaÅ‚Å‚a, Tomasz M., ; Manzoni, Luca, ; Sirakoulis, Georgios Ch, ; Bandini, Stefania, ; Podlaski, Krzysztof, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2021 Número de páginas: XI, 275 p. 111 ilustraciones, 83 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-69480-7 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Idioma : Inglés (eng) Palabras clave: Ciencias de la Computación IngenierÃa Informática Red de computadoras Procesamiento del lenguaje natural (Informática) TeorÃa de la Computación IngenierÃa Informática y Redes Procesamiento del lenguaje natural (PNL) Clasificación: 40.151 Resumen: Este libro constituye las actas arbitradas de la 14.ª Conferencia Internacional sobre Autómatas Celulares para la Investigación y la Industria, ACRI 2020, que tuvo lugar en Lodz, Polonia, del 2 al 4 de diciembre de 2020. Los 24 artÃculos completos y 3 breves presentados en este volumen fueron cuidadosamente revisado y seleccionado entre 40 presentaciones. Se organizaron en secciones temáticas denominadas: teorÃa y criptografÃa, modelado y simulación, y dinámica de propagación de enfermedades. Nota de contenido: Theory and Cryptography -- A Cellular Automaton that computes Shortest Paths in Grid Graph -- Strengthening of ACORN Authenticated Cipher by using Cellular Automata -- Prevention of Fault Attacks in ASCON Authenticated Cipher using Cellular Automata -- Detection of topology changes in dynamical system: an information theoretic approach -- Observability of Affine Cellular Automaton through Mobile Sensors -- One-Dimensional Pattern Generation by Cellular Automata -- Exploring Semi-bent Boolean Functions Arising from Cellular Automata -- EnCash: an Authenticated Encryption scheme using Cellular Automata -- High Order Cellular Automata for Edge Detection: a Preliminary Study -- PENTAVIUM - Potent Trivium-like Stream Cipher Using Higher Radii Cellular Automata -- Modeling and Simulation -- Blockchain smart contract for cellular automata-based energy sharing -- Influence of topology on the dynamics of in silico ecosystems with non-hierarchical competition -- Control of 3D Cellular Automata via Actuator and space Attributes: Application to fires forest -- The Second Order CA-based Multiagent Systems with Income Sharing -- Parameter adjustment of a bio-inspired coordination model for swarm robotics using evolutionary optimisation -- Covering the Space with Sensor Tiles -- Implementation of Cellular Automata using Graphene Nanoribbons with Magnetic Contacts.-A Customized Assessment Tool based on Cellular Automata for the Visitability of an Urban Environment -- Time discretization in pedestrian dynamics simulations by discrete-continuous model -- DESERTICAS, a software to simulate desertification based on MEDALUS and CA -- Double diffusive mixed convection with thermodiffusion effect in a driven cavity by lattice Boltzmann method -- Logical Gates on Gliders in Restricted Space Domain Cellular Automata -- Modeling Carbon Dioxide Dispersion Indoors: A Cell-DEVS Experiment -- Disease Spreading Dynamics -- Using Cell-DEVS to Model the Spread of COVID-19 -- The disease spreading analysis on the grouped network -- Epidemic models with restricted circulation and social distancing on some network topologies -- Preliminaries on a stochastic cellular automaton based framework for studying the population dynamics of COVID-19. . Tipo de medio : Computadora Summary : This book constitutes the refereed proceedings of the 14th International Conference on Cellular Automata for Research and Industry, ACRI 2020, which took place in Lodz, Poland, during December 2-4, 2020. The 24 full and 3 short papers presented in this volume were carefully reviewed and selected from 40 submissions. They were organized in topical sections named: theory and cryptography, modeling and simulation, and disease spreading dynamics. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Cellular Automata : 14th International Conference on Cellular Automata for Research and Industry, ACRI 2020, Lodz, Poland, December 2–4, 2020, Proceedings / [documento electrónico] / GwizdaÅ‚Å‚a, Tomasz M., ; Manzoni, Luca, ; Sirakoulis, Georgios Ch, ; Bandini, Stefania, ; Podlaski, Krzysztof, . - 1 ed. . - [s.l.] : Springer, 2021 . - XI, 275 p. 111 ilustraciones, 83 ilustraciones en color.
ISBN : 978-3-030-69480-7
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Idioma : Inglés (eng)
Palabras clave: Ciencias de la Computación IngenierÃa Informática Red de computadoras Procesamiento del lenguaje natural (Informática) TeorÃa de la Computación IngenierÃa Informática y Redes Procesamiento del lenguaje natural (PNL) Clasificación: 40.151 Resumen: Este libro constituye las actas arbitradas de la 14.ª Conferencia Internacional sobre Autómatas Celulares para la Investigación y la Industria, ACRI 2020, que tuvo lugar en Lodz, Polonia, del 2 al 4 de diciembre de 2020. Los 24 artÃculos completos y 3 breves presentados en este volumen fueron cuidadosamente revisado y seleccionado entre 40 presentaciones. Se organizaron en secciones temáticas denominadas: teorÃa y criptografÃa, modelado y simulación, y dinámica de propagación de enfermedades. Nota de contenido: Theory and Cryptography -- A Cellular Automaton that computes Shortest Paths in Grid Graph -- Strengthening of ACORN Authenticated Cipher by using Cellular Automata -- Prevention of Fault Attacks in ASCON Authenticated Cipher using Cellular Automata -- Detection of topology changes in dynamical system: an information theoretic approach -- Observability of Affine Cellular Automaton through Mobile Sensors -- One-Dimensional Pattern Generation by Cellular Automata -- Exploring Semi-bent Boolean Functions Arising from Cellular Automata -- EnCash: an Authenticated Encryption scheme using Cellular Automata -- High Order Cellular Automata for Edge Detection: a Preliminary Study -- PENTAVIUM - Potent Trivium-like Stream Cipher Using Higher Radii Cellular Automata -- Modeling and Simulation -- Blockchain smart contract for cellular automata-based energy sharing -- Influence of topology on the dynamics of in silico ecosystems with non-hierarchical competition -- Control of 3D Cellular Automata via Actuator and space Attributes: Application to fires forest -- The Second Order CA-based Multiagent Systems with Income Sharing -- Parameter adjustment of a bio-inspired coordination model for swarm robotics using evolutionary optimisation -- Covering the Space with Sensor Tiles -- Implementation of Cellular Automata using Graphene Nanoribbons with Magnetic Contacts.-A Customized Assessment Tool based on Cellular Automata for the Visitability of an Urban Environment -- Time discretization in pedestrian dynamics simulations by discrete-continuous model -- DESERTICAS, a software to simulate desertification based on MEDALUS and CA -- Double diffusive mixed convection with thermodiffusion effect in a driven cavity by lattice Boltzmann method -- Logical Gates on Gliders in Restricted Space Domain Cellular Automata -- Modeling Carbon Dioxide Dispersion Indoors: A Cell-DEVS Experiment -- Disease Spreading Dynamics -- Using Cell-DEVS to Model the Spread of COVID-19 -- The disease spreading analysis on the grouped network -- Epidemic models with restricted circulation and social distancing on some network topologies -- Preliminaries on a stochastic cellular automaton based framework for studying the population dynamics of COVID-19. . Tipo de medio : Computadora Summary : This book constitutes the refereed proceedings of the 14th International Conference on Cellular Automata for Research and Industry, ACRI 2020, which took place in Lodz, Poland, during December 2-4, 2020. The 24 full and 3 short papers presented in this volume were carefully reviewed and selected from 40 submissions. They were organized in topical sections named: theory and cryptography, modeling and simulation, and disease spreading dynamics. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
TÃtulo : Cellular Automata and Discrete Complex Systems : 23rd IFIP WG 1.5 International Workshop, AUTOMATA 2017, Milan, Italy, June 7-9, 2017, Proceedings Tipo de documento: documento electrónico Autores: Dennunzio, Alberto, ; Formenti, Enrico, ; Manzoni, Luca, ; Porreca, Antonio E., Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2017 Número de páginas: XVI, 201 p. 48 ilustraciones ISBN/ISSN/DL: 978-3-319-58631-1 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Idioma : Inglés (eng) Palabras clave: Ciencias de la Computación Algoritmos Simulación por ordenador Red de computadoras Informática Estadistica matematica TeorÃa de las máquinas TeorÃa de la Computación Modelado por computadora Redes de comunicación informática Probabilidad y EstadÃstica en Informática Lenguajes formales y teorÃa de los autómatas Clasificación: 40.151 Resumen: Este volumen constituye las actas minuciosamente arbitradas del 23º Taller Internacional IFIP WG 1.5 sobre Autómatas Celulares y Sistemas Complejos Discretos, AUTOMATA 2017, celebrado en Milán, Italia, en junio de 2017. Los 14 artÃculos completos presentados junto con un artÃculo completo invitado y Se revisaron y seleccionaron cuidadosamente 2 resúmenes de charlas invitadas de un total de 28 presentaciones. Los artÃculos presentan investigaciones sobre modelos correlacionados de autómatas. Los temas incluyen aspectos y caracterÃsticas de dichos modelos: dinámica; aspectos topológicos, ergódicos y algebraicos; cuestiones algorÃtmicas y de complejidad; propiedades emergentes; lenguajes formales; dinámica simbólica; mosaicos; modelos de paralelismo y sistemas distribuidos; esquemas de sincronización; modelos sincrónicos versus asincrónicos; descripciones fenomenológicas; modelado cientÃfico; aplicaciones prácticas. . Tipo de medio : Computadora Summary : This volume constitutes the thoroughly refereed proceedings of the 23rd IFIP WG 1.5 International Workshop on Cellular Automata and Discrete Complex Systems, AUTOMATA 2017, held in Milan, Italy, in June 2017. The 14 full papers presented together with one full-length invited paper and 2 invited talk abstracts were carefully reviewed and selected from a total of 28 submissions. The papers feature research on correlated models of automata. The topics include aspects and features of such models: dynamics; topological, ergodic, and algebraic aspects; algorithmic and complexity issues; emergent properties; formal languages; symbolic dynamics; tilings; models of parallelism and distributed systems; timing schemes; synchronous versus asynchronous models; phenomenological descriptions; scientific modelling; practical applications. . Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Cellular Automata and Discrete Complex Systems : 23rd IFIP WG 1.5 International Workshop, AUTOMATA 2017, Milan, Italy, June 7-9, 2017, Proceedings [documento electrónico] / Dennunzio, Alberto, ; Formenti, Enrico, ; Manzoni, Luca, ; Porreca, Antonio E., . - 1 ed. . - [s.l.] : Springer, 2017 . - XVI, 201 p. 48 ilustraciones.
ISBN : 978-3-319-58631-1
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Idioma : Inglés (eng)
Palabras clave: Ciencias de la Computación Algoritmos Simulación por ordenador Red de computadoras Informática Estadistica matematica TeorÃa de las máquinas TeorÃa de la Computación Modelado por computadora Redes de comunicación informática Probabilidad y EstadÃstica en Informática Lenguajes formales y teorÃa de los autómatas Clasificación: 40.151 Resumen: Este volumen constituye las actas minuciosamente arbitradas del 23º Taller Internacional IFIP WG 1.5 sobre Autómatas Celulares y Sistemas Complejos Discretos, AUTOMATA 2017, celebrado en Milán, Italia, en junio de 2017. Los 14 artÃculos completos presentados junto con un artÃculo completo invitado y Se revisaron y seleccionaron cuidadosamente 2 resúmenes de charlas invitadas de un total de 28 presentaciones. Los artÃculos presentan investigaciones sobre modelos correlacionados de autómatas. Los temas incluyen aspectos y caracterÃsticas de dichos modelos: dinámica; aspectos topológicos, ergódicos y algebraicos; cuestiones algorÃtmicas y de complejidad; propiedades emergentes; lenguajes formales; dinámica simbólica; mosaicos; modelos de paralelismo y sistemas distribuidos; esquemas de sincronización; modelos sincrónicos versus asincrónicos; descripciones fenomenológicas; modelado cientÃfico; aplicaciones prácticas. . Tipo de medio : Computadora Summary : This volume constitutes the thoroughly refereed proceedings of the 23rd IFIP WG 1.5 International Workshop on Cellular Automata and Discrete Complex Systems, AUTOMATA 2017, held in Milan, Italy, in June 2017. The 14 full papers presented together with one full-length invited paper and 2 invited talk abstracts were carefully reviewed and selected from a total of 28 submissions. The papers feature research on correlated models of automata. The topics include aspects and features of such models: dynamics; topological, ergodic, and algebraic aspects; algorithmic and complexity issues; emergent properties; formal languages; symbolic dynamics; tilings; models of parallelism and distributed systems; timing schemes; synchronous versus asynchronous models; phenomenological descriptions; scientific modelling; practical applications. . Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
TÃtulo : Computational Intelligence Methods for Bioinformatics and Biostatistics : 16th International Meeting, CIBB 2019, Bergamo, Italy, September 4–6, 2019, Revised Selected Papers / Tipo de documento: documento electrónico Autores: Cazzaniga, Paolo, ; Besozzi, Daniela, ; Merelli, Ivan, ; Manzoni, Luca, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2020 Número de páginas: XIV, 350 p. 28 ilustraciones, 1 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-63061-4 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Idioma : Inglés (eng) Palabras clave: Bioinformática Visión por computador Red de computadoras Aprendizaje automático BiologÃa Computacional y de Sistemas Redes de comunicación informática Computadoras y Educación Clasificación: 570.285 Resumen: Este libro constituye una selección revisada de artÃculos de la 16.ª Reunión Internacional sobre Métodos de Inteligencia Computacional para Bioinformática y BioestadÃstica, CIBB 2019, que se celebró en Bérgamo, Italia, del 4 al 6 de septiembre de 2019. Los 28 artÃculos completos presentados en este volumen fueron cuidadosamente revisados. y seleccionado entre 55 presentaciones. Los artÃculos se agrupan en secciones temáticas de la siguiente manera: Métodos de inteligencia computacional para bioinformática y bioestadÃstica; Métodos algebraicos y computacionales para el estudio del comportamiento del ARN; Métodos de inteligencia para la medicina de caracterización molecular; Aprendizaje Automático en Informática Sanitaria y BiologÃa Médica; Métodos de modelado y simulación para biologÃa computacional y medicina de sistemas. Nota de contenido: Computational Intelligence Methods for Bioinformatics and Biostatistics -- A Smartphone-Based Clinical Decision Support System for Tremor Assessment -- cyTRON and cyTRON/JS: two Cytoscape-based applications for the inference of cancer evolution models -- Effective use of evolutionary computation to parameterise an epidemiological model -- Extending knowledge on genomic data and metadata of cancer by exploiting taxonomy-based relaxed queries on domain-specific ontologies -- GAN-Based Multiple Adjacent Brain MRI Slice Reconstruction for Unsupervised Alzheimer's Disease Diagnosis -- Improving the Fusion of Outbreak Detection Methods with Supervised Learning -- Learning cancer drug sensitivities in large-scale screens from multi-omics data with local low-rank structure -- Mass Spectra Interpretation and the Interest of SpecFit for Identifying Uncommon Modifications -- MSAX: Multivariate symbolic aggregate approximation for time series classification -- NeoHiC: a Web Application forthe Analysis of Hi-C Data 100 Random sample consensus for the robust identification of outliers in cancer data -- Solving Equations on Discrete Dynamical Systems -- SW+: On Accelerating Smith-Waterman Execution of GATK HaplotypeCaller -- Algebraic and Computational Methods for the Study of RNA Behaviour -- Algebraic Characterisation of Non-coding RNA 141 Bi-Alignments as Models of Incongruent Evolution of RNA Sequence and Secondary Structure -- Label Core for Understanding RNA Structures -- Modification of Valiant's Parsing Algorithm for the String-Searching Problem -- On Secondary Structure Analysis by Using Formal Grammars and Artificial Neural Networks -- Intelligence methods for molecular characterization and dynamics in translational medicine -- Integration of single-cell RNA-sequencing data into flux balance cellular automata -- Machine Learning in Healthcare Informatics and Medical Biology -- Characterizing bipolar disorder-associated single nucleotide polymorphisms ina large UK cohort using Association Rules -- Evaluating deep semi-supervised learning for whole-transcriptome breast cancer subtyping -- Learning Weighted Association Rules in Human Phenotype Ontology -- Network modeling and analysis of normal and cancer gene expression data -- Regularization techniques in Radiomics: A case study on the prediction of pCR in Breast Tumours and the Axilla -- Modeling and Simulation Methods for Computational Biology and Systems Medicine -- In Silico evaluation of daclizumab and vitamin D effects in Multiple Sclerosis using Agent Based Models -- Multiple Sclerosis disease: a computational approach for investigating its drug interactions -- Observability of bacterial growth models in bubble column bioreactors -- On the simulation and automatic parametrization of metabolic networks through Electronic Design Automation. Tipo de medio : Computadora Summary : This book constitutes revised selected papers from the 16th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2019, which was held in Bergamo, Italy, during September 4-6, 2019. The 28 full papers presented in this volume were carefully reviewed and selected from 55 submissions. The papers are grouped in topical sections as follows: Computational Intelligence Methods for Bioinformatics and Biostatistics; Algebraic and Computational Methods for the Study of RNA Behaviour; Intelligence methods for molecular characterization medicine; Machine Learning in Healthcare Informatics and Medical Biology; Modeling and Simulation Methods for Computational Biology and Systems Medicine. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Computational Intelligence Methods for Bioinformatics and Biostatistics : 16th International Meeting, CIBB 2019, Bergamo, Italy, September 4–6, 2019, Revised Selected Papers / [documento electrónico] / Cazzaniga, Paolo, ; Besozzi, Daniela, ; Merelli, Ivan, ; Manzoni, Luca, . - 1 ed. . - [s.l.] : Springer, 2020 . - XIV, 350 p. 28 ilustraciones, 1 ilustraciones en color.
ISBN : 978-3-030-63061-4
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Idioma : Inglés (eng)
Palabras clave: Bioinformática Visión por computador Red de computadoras Aprendizaje automático BiologÃa Computacional y de Sistemas Redes de comunicación informática Computadoras y Educación Clasificación: 570.285 Resumen: Este libro constituye una selección revisada de artÃculos de la 16.ª Reunión Internacional sobre Métodos de Inteligencia Computacional para Bioinformática y BioestadÃstica, CIBB 2019, que se celebró en Bérgamo, Italia, del 4 al 6 de septiembre de 2019. Los 28 artÃculos completos presentados en este volumen fueron cuidadosamente revisados. y seleccionado entre 55 presentaciones. Los artÃculos se agrupan en secciones temáticas de la siguiente manera: Métodos de inteligencia computacional para bioinformática y bioestadÃstica; Métodos algebraicos y computacionales para el estudio del comportamiento del ARN; Métodos de inteligencia para la medicina de caracterización molecular; Aprendizaje Automático en Informática Sanitaria y BiologÃa Médica; Métodos de modelado y simulación para biologÃa computacional y medicina de sistemas. Nota de contenido: Computational Intelligence Methods for Bioinformatics and Biostatistics -- A Smartphone-Based Clinical Decision Support System for Tremor Assessment -- cyTRON and cyTRON/JS: two Cytoscape-based applications for the inference of cancer evolution models -- Effective use of evolutionary computation to parameterise an epidemiological model -- Extending knowledge on genomic data and metadata of cancer by exploiting taxonomy-based relaxed queries on domain-specific ontologies -- GAN-Based Multiple Adjacent Brain MRI Slice Reconstruction for Unsupervised Alzheimer's Disease Diagnosis -- Improving the Fusion of Outbreak Detection Methods with Supervised Learning -- Learning cancer drug sensitivities in large-scale screens from multi-omics data with local low-rank structure -- Mass Spectra Interpretation and the Interest of SpecFit for Identifying Uncommon Modifications -- MSAX: Multivariate symbolic aggregate approximation for time series classification -- NeoHiC: a Web Application forthe Analysis of Hi-C Data 100 Random sample consensus for the robust identification of outliers in cancer data -- Solving Equations on Discrete Dynamical Systems -- SW+: On Accelerating Smith-Waterman Execution of GATK HaplotypeCaller -- Algebraic and Computational Methods for the Study of RNA Behaviour -- Algebraic Characterisation of Non-coding RNA 141 Bi-Alignments as Models of Incongruent Evolution of RNA Sequence and Secondary Structure -- Label Core for Understanding RNA Structures -- Modification of Valiant's Parsing Algorithm for the String-Searching Problem -- On Secondary Structure Analysis by Using Formal Grammars and Artificial Neural Networks -- Intelligence methods for molecular characterization and dynamics in translational medicine -- Integration of single-cell RNA-sequencing data into flux balance cellular automata -- Machine Learning in Healthcare Informatics and Medical Biology -- Characterizing bipolar disorder-associated single nucleotide polymorphisms ina large UK cohort using Association Rules -- Evaluating deep semi-supervised learning for whole-transcriptome breast cancer subtyping -- Learning Weighted Association Rules in Human Phenotype Ontology -- Network modeling and analysis of normal and cancer gene expression data -- Regularization techniques in Radiomics: A case study on the prediction of pCR in Breast Tumours and the Axilla -- Modeling and Simulation Methods for Computational Biology and Systems Medicine -- In Silico evaluation of daclizumab and vitamin D effects in Multiple Sclerosis using Agent Based Models -- Multiple Sclerosis disease: a computational approach for investigating its drug interactions -- Observability of bacterial growth models in bubble column bioreactors -- On the simulation and automatic parametrization of metabolic networks through Electronic Design Automation. Tipo de medio : Computadora Summary : This book constitutes revised selected papers from the 16th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2019, which was held in Bergamo, Italy, during September 4-6, 2019. The 28 full papers presented in this volume were carefully reviewed and selected from 55 submissions. The papers are grouped in topical sections as follows: Computational Intelligence Methods for Bioinformatics and Biostatistics; Algebraic and Computational Methods for the Study of RNA Behaviour; Intelligence methods for molecular characterization medicine; Machine Learning in Healthcare Informatics and Medical Biology; Modeling and Simulation Methods for Computational Biology and Systems Medicine. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
