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Autor Maglogiannis, Ilias |
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Crear una solicitud de compra Refinar búsquedaArtificial Intelligence Applications and Innovations / Iliadis, Lazaros ; Maglogiannis, Ilias ; Plagianakos, Vassilis
TÃtulo : Artificial Intelligence Applications and Innovations : 14th IFIP WG 12.5 International Conference, AIAI 2018, Rhodes, Greece, May 25–27, 2018, Proceedings / Tipo de documento: documento electrónico Autores: Iliadis, Lazaros, ; Maglogiannis, Ilias, ; Plagianakos, Vassilis, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2018 Número de páginas: XXIV, 649 p. 178 ilustraciones ISBN/ISSN/DL: 978-3-319-92007-8 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 Software de la aplicacion Red de computadoras Visión por computador Algoritmos Procesamiento del lenguaje natural (Informática) Aplicaciones informáticas y de sistemas de información Redes de comunicación informática Procesamiento del lenguaje natural (PNL) Clasificación: 006.3 Resumen: Este libro constituye las actas arbitradas de la 14.ª Conferencia Internacional IFIP WG 12.5 sobre Aplicaciones e Innovaciones de Inteligencia Artificial, AIAI 2018, celebrada en Rodas, Grecia, en mayo de 2018. Los 42 artÃculos completos y 12 artÃculos breves fueron cuidadosamente revisados ​​y seleccionados entre 88 presentaciones. . Están organizados en las siguientes secciones temáticas: redes sociales, juegos, ontologÃas; aprendizaje profundo; máquinas de vectores de soporte; limitaciones; aprendizaje automático, regresión, clasificación; Redes neuronales; inteligencia médica; sistemas de recomendación; mejoramiento; aprendizaje, inteligencia; enfoques heurÃsticos, nube; difuso; e interacción humana y computacional, sonido, video, procesamiento. Tipo de medio : Computadora Summary : This book constitutes the refereed proceedings of the 14th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2018, held in Rhodes, Greece, in May 2018. The 42 full papers and 12 short papers were carefully reviewed and selected from 88 submissions. They are organized in the following topical sections: social media, games, ontologies; deep learning; support vector machines; constraints; machine learning, regression, classification; neural networks; medical intelligence; recommender systems; optimization; learning, intelligence; heuristic approaches, cloud; fuzzy; and human and computer interaction, sound, video, processing. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Artificial Intelligence Applications and Innovations : 14th IFIP WG 12.5 International Conference, AIAI 2018, Rhodes, Greece, May 25–27, 2018, Proceedings / [documento electrónico] / Iliadis, Lazaros, ; Maglogiannis, Ilias, ; Plagianakos, Vassilis, . - 1 ed. . - [s.l.] : Springer, 2018 . - XXIV, 649 p. 178 ilustraciones.
ISBN : 978-3-319-92007-8
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 Software de la aplicacion Red de computadoras Visión por computador Algoritmos Procesamiento del lenguaje natural (Informática) Aplicaciones informáticas y de sistemas de información Redes de comunicación informática Procesamiento del lenguaje natural (PNL) Clasificación: 006.3 Resumen: Este libro constituye las actas arbitradas de la 14.ª Conferencia Internacional IFIP WG 12.5 sobre Aplicaciones e Innovaciones de Inteligencia Artificial, AIAI 2018, celebrada en Rodas, Grecia, en mayo de 2018. Los 42 artÃculos completos y 12 artÃculos breves fueron cuidadosamente revisados ​​y seleccionados entre 88 presentaciones. . Están organizados en las siguientes secciones temáticas: redes sociales, juegos, ontologÃas; aprendizaje profundo; máquinas de vectores de soporte; limitaciones; aprendizaje automático, regresión, clasificación; Redes neuronales; inteligencia médica; sistemas de recomendación; mejoramiento; aprendizaje, inteligencia; enfoques heurÃsticos, nube; difuso; e interacción humana y computacional, sonido, video, procesamiento. Tipo de medio : Computadora Summary : This book constitutes the refereed proceedings of the 14th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2018, held in Rhodes, Greece, in May 2018. The 42 full papers and 12 short papers were carefully reviewed and selected from 88 submissions. They are organized in the following topical sections: social media, games, ontologies; deep learning; support vector machines; constraints; machine learning, regression, classification; neural networks; medical intelligence; recommender systems; optimization; learning, intelligence; heuristic approaches, cloud; fuzzy; and human and computer interaction, sound, video, processing. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
TÃtulo : Artificial Intelligence Applications and Innovations : 15th IFIP WG 12.5 International Conference, AIAI 2019, Hersonissos, Crete, Greece, May 24–26, 2019, Proceedings / Tipo de documento: documento electrónico Autores: MacIntyre, John, ; Maglogiannis, Ilias, ; Iliadis, Lazaros, ; Pimenidis, Elias, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2019 Número de páginas: XXIV, 689 p. 265 ilustraciones, 185 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-19823-7 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: Inteligencia artificial Procesamiento de datos Visión por computador Sistemas de almacenamiento y recuperación de información. Software de la aplicacion TeorÃa de las máquinas MinerÃa de datos y descubrimiento de conocimientos Almacenamiento y recuperación de información Aplicaciones informáticas y de sistemas de información Lenguajes formales y teorÃa de los autómatas Clasificación: 006.3 Resumen: Este libro constituye las actas arbitradas de la 15.ª Conferencia Internacional IFIP WG 12.5 sobre Aplicaciones e Innovaciones de Inteligencia Artificial, AIAI 2019, celebrada en Hersonissos, Creta, Grecia, en mayo de 2019. Los 49 artÃculos completos y 6 artÃculos breves presentados fueron cuidadosamente revisados ​​y seleccionados. de 101 presentaciones. Cubren una amplia gama de temas como ANN de aprendizaje profundo; algoritmos genéticos - optimización; modelado de restricciones; Algoritmos de entrenamiento de RNA; modelado inteligente de redes sociales; minerÃa de textos/traducción automática; modelado difuso; algoritmos y sistemas biomédicos y bioinformáticos; selección de caracterÃsticas; reconocimiento de emociones; modelos hÃbridos inteligentes; clasificación - reconocimiento de patrones; modelado de seguridad inteligente; juegos estocásticos complejos; aprendizaje automático no supervisado; RNA en la industria; agrupamiento inteligente; ANN convolucional y recurrente; sistemas de recomendación; modelado de telecomunicaciones inteligentes; y sistemas hÃbridos inteligentes que utilizan Internet de las cosas. Los artÃculos están organizados en las siguientes secciones temáticas: Detección de anomalÃas de IA: aprendizaje activo; vehÃculos autónomos - vehÃculos aéreos; IA biomédica; clasificación - agrupación; programación de restricciones: modelado inspirado en el cerebro; aprendizaje profundo: ANN convolucional; modelado difuso; autómatas de aprendizaje: razonamiento basado en la lógica; aprendizaje automático: lenguaje natural; multiagente - IoT; vuelo y robot inspirados en la naturaleza; control - visión artificial; y sistemas de recomendación. Tipo de medio : Computadora Summary : This book constitutes the refereed proceedings of the 15th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2019, held in Hersonissos, Crete, Greece, in May 2019. The 49 full papers and 6 short papers presented were carefully reviewed and selected from 101 submissions. They cover a broad range of topics such as deep learning ANN; genetic algorithms - optimization; constraints modeling; ANN training algorithms; social media intelligent modeling; text mining/machine translation; fuzzy modeling; biomedical and bioinformatics algorithms and systems; feature selection; emotion recognition; hybrid Intelligent models; classification - pattern recognition; intelligent security modeling; complex stochastic games; unsupervised machine learning; ANN in industry; intelligent clustering; convolutional and recurrent ANN; recommender systems; intelligent telecommunications modeling; and intelligent hybrid systems using Internet of Things. The papers are organized in the following topical sections: AI anomaly detection - active learning; autonomous vehicles - aerial vehicles; biomedical AI; classification - clustering; constraint programming - brain inspired modeling; deep learning - convolutional ANN; fuzzy modeling; learning automata - logic based reasoning; machine learning - natural language; multi agent - IoT; nature inspired flight and robot; control - machine vision; and recommendation systems. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Artificial Intelligence Applications and Innovations : 15th IFIP WG 12.5 International Conference, AIAI 2019, Hersonissos, Crete, Greece, May 24–26, 2019, Proceedings / [documento electrónico] / MacIntyre, John, ; Maglogiannis, Ilias, ; Iliadis, Lazaros, ; Pimenidis, Elias, . - 1 ed. . - [s.l.] : Springer, 2019 . - XXIV, 689 p. 265 ilustraciones, 185 ilustraciones en color.
ISBN : 978-3-030-19823-7
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: Inteligencia artificial Procesamiento de datos Visión por computador Sistemas de almacenamiento y recuperación de información. Software de la aplicacion TeorÃa de las máquinas MinerÃa de datos y descubrimiento de conocimientos Almacenamiento y recuperación de información Aplicaciones informáticas y de sistemas de información Lenguajes formales y teorÃa de los autómatas Clasificación: 006.3 Resumen: Este libro constituye las actas arbitradas de la 15.ª Conferencia Internacional IFIP WG 12.5 sobre Aplicaciones e Innovaciones de Inteligencia Artificial, AIAI 2019, celebrada en Hersonissos, Creta, Grecia, en mayo de 2019. Los 49 artÃculos completos y 6 artÃculos breves presentados fueron cuidadosamente revisados ​​y seleccionados. de 101 presentaciones. Cubren una amplia gama de temas como ANN de aprendizaje profundo; algoritmos genéticos - optimización; modelado de restricciones; Algoritmos de entrenamiento de RNA; modelado inteligente de redes sociales; minerÃa de textos/traducción automática; modelado difuso; algoritmos y sistemas biomédicos y bioinformáticos; selección de caracterÃsticas; reconocimiento de emociones; modelos hÃbridos inteligentes; clasificación - reconocimiento de patrones; modelado de seguridad inteligente; juegos estocásticos complejos; aprendizaje automático no supervisado; RNA en la industria; agrupamiento inteligente; ANN convolucional y recurrente; sistemas de recomendación; modelado de telecomunicaciones inteligentes; y sistemas hÃbridos inteligentes que utilizan Internet de las cosas. Los artÃculos están organizados en las siguientes secciones temáticas: Detección de anomalÃas de IA: aprendizaje activo; vehÃculos autónomos - vehÃculos aéreos; IA biomédica; clasificación - agrupación; programación de restricciones: modelado inspirado en el cerebro; aprendizaje profundo: ANN convolucional; modelado difuso; autómatas de aprendizaje: razonamiento basado en la lógica; aprendizaje automático: lenguaje natural; multiagente - IoT; vuelo y robot inspirados en la naturaleza; control - visión artificial; y sistemas de recomendación. Tipo de medio : Computadora Summary : This book constitutes the refereed proceedings of the 15th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2019, held in Hersonissos, Crete, Greece, in May 2019. The 49 full papers and 6 short papers presented were carefully reviewed and selected from 101 submissions. They cover a broad range of topics such as deep learning ANN; genetic algorithms - optimization; constraints modeling; ANN training algorithms; social media intelligent modeling; text mining/machine translation; fuzzy modeling; biomedical and bioinformatics algorithms and systems; feature selection; emotion recognition; hybrid Intelligent models; classification - pattern recognition; intelligent security modeling; complex stochastic games; unsupervised machine learning; ANN in industry; intelligent clustering; convolutional and recurrent ANN; recommender systems; intelligent telecommunications modeling; and intelligent hybrid systems using Internet of Things. The papers are organized in the following topical sections: AI anomaly detection - active learning; autonomous vehicles - aerial vehicles; biomedical AI; classification - clustering; constraint programming - brain inspired modeling; deep learning - convolutional ANN; fuzzy modeling; learning automata - logic based reasoning; machine learning - natural language; multi agent - IoT; nature inspired flight and robot; control - machine vision; and recommendation systems. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
TÃtulo : Artificial Intelligence Applications and Innovations : 16th IFIP WG 12.5 International Conference, AIAI 2020, Neos Marmaras, Greece, June 5–7, 2020, Proceedings, Part I / Tipo de documento: documento electrónico Autores: Maglogiannis, Ilias, ; Iliadis, Lazaros, ; Pimenidis, Elias, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2020 Número de páginas: XXVIII, 466 p. 146 ilustraciones, 100 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-49161-1 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: Inteligencia artificial Red de computadoras Ciencias sociales Gestión de base de datos Procesamiento de datos Sistemas de almacenamiento y recuperación de información. Redes de comunicación informática Aplicación informática en ciencias sociales y del comportamiento. MinerÃa de datos y descubrimiento de conocimientos Almacenamiento y recuperación de información Clasificación: 006.3 Resumen: Este conjunto de 2 volúmenes de IFIP AICT 583 y 584 constituye las actas arbitradas de la 16.ª Conferencia Internacional IFIP WG 12.5 sobre Aplicaciones e Innovaciones de Inteligencia Artificial, AIAI 2020, celebrada en Neos Marmaras, Grecia, en junio de 2020.* Los 70 artÃculos completos y Se revisaron y seleccionaron cuidadosamente 5 artÃculos breves presentados entre 149 presentaciones. Cubren una amplia gama de temas relacionados con aspectos técnicos, legales y éticos de los sistemas de inteligencia artificial y sus aplicaciones y están organizados en las siguientes secciones: Parte I: clasificación; agrupamiento - aprendizaje no supervisado -análisis; procesamiento de imágenes; algoritmos de aprendizaje; modelado de redes neuronales; seguimiento de objetos - sistemas de detección de objetos; ontologÃas - IA; y análisis de sentimientos: sistemas de recomendación. Parte II: Ética de la IA - derecho; limitaciones de la IA; aprendizaje profundo-LSTM; álgebra difusa - sistemas difusos; aprendizaje automático; médico - sistemas de salud; y lenguaje natural. *La conferencia se realizó de manera virtual debido a la pandemia de COVID-19. Nota de contenido: Classification -- An Adaptive Approach on Credit Card Fraud Detection using Transaction Aggregation and Word Embeddings -- Boosted Ensemble Learning for Anomaly Detection in 5G RAN -- Machine Learning for Cognitive Load Classification – a Case Study on Contact-free Approach -- Real-time prediction of online shoppers' purchasing intention using random forest -- Using Classification for Traffic Prediction in Smart Cities -- Using Twitter to Predict Chart Position for Songs -- Α Benchmarking of IBM, Google and Wit Automatic Speech Recognition Systems -- Clustering - Unsupervised Learning - Analytics -- A two-levels data anonymization approach -- An innovative graph-based approach to advance feature selection from multiple textual documents -- k-means Cluster Shape Implications -- Manifold learning for innovation funding: identification of potential funding recipients -- Network aggregation to enhance results derived from multiple analytics -- PolicyCLOUD: Analytics as a Service facilitating efficient data-driven public policy management -- Demand Forecasting of Short Life Cycle Products using Data Mining Techniques -- Image Processing -- Arbitrary Scale Super-Resolution for Brain MRI Images -- Knowledge-based fusion for image tampering localization -- Transfer Learning using Convolutional Neural Network Architectures for Brain Tumor Classification from MRI Images -- Learning Algorithms -- A Novel Learning Automata-based Strategy to Generate Melodies from Chordal Inputs -- Graph Neural Networks to Advance Anticancer Drug Design -- Optimizing Self-Organizing Lists-on-Lists using Transitivity and Pursuit-Enhanced Object Partitioning -- Task-Projected Hyperdimensional Computing for Multi-Task Learning -- Neural Network Modeling -- Cross-domain Authorship Attribution Using Pre-trained Language Models -- Indoor Localization with Multi-Objective selection of Radiomap Models -- STDP Plasticity in TRN within Hierarchical Spike Timing Model of Visual Information Processing -- Tensor-based CUDA Optimization for ANN Inferencing using Parallel Acceleration on Embedded GPU -- The Random Neural Network in Price Predictions -- Object Tracking - Object Detection Systems -- Joint Multi-Object Detection and Segmentation from an Untrimmed Video -- Robust 3D Detection in Traffic Scenario with Tracking-based Coupling System -- Ontologies - AI -- Automated MeSH Indexing of Biomedical Literature using Contextualized Word Representations -- Knowledge-based Management and Reasoning on Cultural and Natural Touristic Routes -- Ontological Foundations of Modelling Security Policies for Logical Analytics -- RDF reasoning on large ontologies: a study on cultural heritage and Wikidata -- Sentiment Analysis - Recommender Systems -- A deep learning approach to aspect-based sentiment prediction -- On the reusability of sentiment analysis datasets in real-life applications -- Opinion Mining of Consumer Reviews Using Deep Neural Networks with Word-Sentiment Associations -- Sentiment Analysis on Movie Scripts and Reviews: Utilizing sentiment scores in rating prediction -- The MuseLearn platform: personalized content for museum visitors assisted by vision-based recognition and 3D pose estimation of exhibits -- Promoting Diversity in Content Based Recommendation using Feature Weighting and LSH. Tipo de medio : Computadora Summary : This 2 volume-set of IFIP AICT 583 and 584 constitutes the refereed proceedings of the 16th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2020, held in Neos Marmaras, Greece, in June 2020.* The 70 full papers and 5 short papers presented were carefully reviewed and selected from 149 submissions. They cover a broad range of topics related to technical, legal, and ethical aspects of artificial intelligence systems and their applications and are organized in the following sections: Part I: classification; clustering - unsupervised learning -analytics; image processing; learning algorithms; neural network modeling; object tracking - object detection systems; ontologies - AI; and sentiment analysis - recommender systems. Part II: AI ethics - law; AI constraints; deep learning - LSTM; fuzzy algebra - fuzzy systems; machine learning; medical - health systems; and natural language. *The conference was held virtually due to the COVID-19 pandemic. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Artificial Intelligence Applications and Innovations : 16th IFIP WG 12.5 International Conference, AIAI 2020, Neos Marmaras, Greece, June 5–7, 2020, Proceedings, Part I / [documento electrónico] / Maglogiannis, Ilias, ; Iliadis, Lazaros, ; Pimenidis, Elias, . - 1 ed. . - [s.l.] : Springer, 2020 . - XXVIII, 466 p. 146 ilustraciones, 100 ilustraciones en color.
ISBN : 978-3-030-49161-1
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: Inteligencia artificial Red de computadoras Ciencias sociales Gestión de base de datos Procesamiento de datos Sistemas de almacenamiento y recuperación de información. Redes de comunicación informática Aplicación informática en ciencias sociales y del comportamiento. MinerÃa de datos y descubrimiento de conocimientos Almacenamiento y recuperación de información Clasificación: 006.3 Resumen: Este conjunto de 2 volúmenes de IFIP AICT 583 y 584 constituye las actas arbitradas de la 16.ª Conferencia Internacional IFIP WG 12.5 sobre Aplicaciones e Innovaciones de Inteligencia Artificial, AIAI 2020, celebrada en Neos Marmaras, Grecia, en junio de 2020.* Los 70 artÃculos completos y Se revisaron y seleccionaron cuidadosamente 5 artÃculos breves presentados entre 149 presentaciones. Cubren una amplia gama de temas relacionados con aspectos técnicos, legales y éticos de los sistemas de inteligencia artificial y sus aplicaciones y están organizados en las siguientes secciones: Parte I: clasificación; agrupamiento - aprendizaje no supervisado -análisis; procesamiento de imágenes; algoritmos de aprendizaje; modelado de redes neuronales; seguimiento de objetos - sistemas de detección de objetos; ontologÃas - IA; y análisis de sentimientos: sistemas de recomendación. Parte II: Ética de la IA - derecho; limitaciones de la IA; aprendizaje profundo-LSTM; álgebra difusa - sistemas difusos; aprendizaje automático; médico - sistemas de salud; y lenguaje natural. *La conferencia se realizó de manera virtual debido a la pandemia de COVID-19. Nota de contenido: Classification -- An Adaptive Approach on Credit Card Fraud Detection using Transaction Aggregation and Word Embeddings -- Boosted Ensemble Learning for Anomaly Detection in 5G RAN -- Machine Learning for Cognitive Load Classification – a Case Study on Contact-free Approach -- Real-time prediction of online shoppers' purchasing intention using random forest -- Using Classification for Traffic Prediction in Smart Cities -- Using Twitter to Predict Chart Position for Songs -- Α Benchmarking of IBM, Google and Wit Automatic Speech Recognition Systems -- Clustering - Unsupervised Learning - Analytics -- A two-levels data anonymization approach -- An innovative graph-based approach to advance feature selection from multiple textual documents -- k-means Cluster Shape Implications -- Manifold learning for innovation funding: identification of potential funding recipients -- Network aggregation to enhance results derived from multiple analytics -- PolicyCLOUD: Analytics as a Service facilitating efficient data-driven public policy management -- Demand Forecasting of Short Life Cycle Products using Data Mining Techniques -- Image Processing -- Arbitrary Scale Super-Resolution for Brain MRI Images -- Knowledge-based fusion for image tampering localization -- Transfer Learning using Convolutional Neural Network Architectures for Brain Tumor Classification from MRI Images -- Learning Algorithms -- A Novel Learning Automata-based Strategy to Generate Melodies from Chordal Inputs -- Graph Neural Networks to Advance Anticancer Drug Design -- Optimizing Self-Organizing Lists-on-Lists using Transitivity and Pursuit-Enhanced Object Partitioning -- Task-Projected Hyperdimensional Computing for Multi-Task Learning -- Neural Network Modeling -- Cross-domain Authorship Attribution Using Pre-trained Language Models -- Indoor Localization with Multi-Objective selection of Radiomap Models -- STDP Plasticity in TRN within Hierarchical Spike Timing Model of Visual Information Processing -- Tensor-based CUDA Optimization for ANN Inferencing using Parallel Acceleration on Embedded GPU -- The Random Neural Network in Price Predictions -- Object Tracking - Object Detection Systems -- Joint Multi-Object Detection and Segmentation from an Untrimmed Video -- Robust 3D Detection in Traffic Scenario with Tracking-based Coupling System -- Ontologies - AI -- Automated MeSH Indexing of Biomedical Literature using Contextualized Word Representations -- Knowledge-based Management and Reasoning on Cultural and Natural Touristic Routes -- Ontological Foundations of Modelling Security Policies for Logical Analytics -- RDF reasoning on large ontologies: a study on cultural heritage and Wikidata -- Sentiment Analysis - Recommender Systems -- A deep learning approach to aspect-based sentiment prediction -- On the reusability of sentiment analysis datasets in real-life applications -- Opinion Mining of Consumer Reviews Using Deep Neural Networks with Word-Sentiment Associations -- Sentiment Analysis on Movie Scripts and Reviews: Utilizing sentiment scores in rating prediction -- The MuseLearn platform: personalized content for museum visitors assisted by vision-based recognition and 3D pose estimation of exhibits -- Promoting Diversity in Content Based Recommendation using Feature Weighting and LSH. Tipo de medio : Computadora Summary : This 2 volume-set of IFIP AICT 583 and 584 constitutes the refereed proceedings of the 16th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2020, held in Neos Marmaras, Greece, in June 2020.* The 70 full papers and 5 short papers presented were carefully reviewed and selected from 149 submissions. They cover a broad range of topics related to technical, legal, and ethical aspects of artificial intelligence systems and their applications and are organized in the following sections: Part I: classification; clustering - unsupervised learning -analytics; image processing; learning algorithms; neural network modeling; object tracking - object detection systems; ontologies - AI; and sentiment analysis - recommender systems. Part II: AI ethics - law; AI constraints; deep learning - LSTM; fuzzy algebra - fuzzy systems; machine learning; medical - health systems; and natural language. *The conference was held virtually due to the COVID-19 pandemic. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
TÃtulo : Artificial Intelligence Applications and Innovations : 16th IFIP WG 12.5 International Conference, AIAI 2020, Neos Marmaras, Greece, June 5–7, 2020, Proceedings, Part II / Tipo de documento: documento electrónico Autores: Maglogiannis, Ilias, ; Iliadis, Lazaros, ; Pimenidis, Elias, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2020 Número de páginas: XXVIII, 458 p. 135 ilustraciones, 99 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-49186-4 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: Inteligencia artificial Red de computadoras Ciencias sociales Gestión de base de datos Procesamiento de datos Sistemas de almacenamiento y recuperación de información. Redes de comunicación informática Aplicación informática en ciencias sociales y del comportamiento. MinerÃa de datos y descubrimiento de conocimientos Almacenamiento y recuperación de información Clasificación: 006.3 Resumen: Este conjunto de 2 volúmenes de IFIP AICT 583 y 584 constituye las actas arbitradas de la 16.ª Conferencia Internacional IFIP WG 12.5 sobre Aplicaciones e Innovaciones de Inteligencia Artificial, AIAI 2020, celebrada en Neos Marmaras, Grecia, en junio de 2020.* Los 70 artÃculos completos y Se revisaron y seleccionaron cuidadosamente 5 artÃculos breves presentados entre 149 presentaciones. Cubren una amplia gama de temas relacionados con aspectos técnicos, legales y éticos de los sistemas de inteligencia artificial y sus aplicaciones y están organizados en las siguientes secciones: Parte I: clasificación; agrupamiento - aprendizaje no supervisado -análisis; procesamiento de imágenes; algoritmos de aprendizaje; modelado de redes neuronales; seguimiento de objetos - sistemas de detección de objetos; ontologÃas - IA; y análisis de sentimientos: sistemas de recomendación. Parte II: Ética de la IA - derecho; limitaciones de la IA; aprendizaje profundo-LSTM; álgebra difusa - sistemas difusos; aprendizaje automático; médico - sistemas de salud; y lenguaje natural. *La conferencia se realizó de manera virtual debido a la pandemia de COVID-19. Nota de contenido: AI Ethics – Law -- The Ethos of Artificial Intelligence as a Legal Personality in a Globalized Space: Examining the Need to Overhaul the Post-Liberal Order -- Trustworthy AI Needs Unbiased Dictators! -- AI Constraints -- An Introduction of FD-Complete Constraints -- Backward-Forward Sequence Generative Network for Multiple Lexical Constraints -- Deep Learning - LSTM -- Deep Echo State Networks in Industrial Applications -- Deepbots: A Webots-based Deep Reinforcement Learning Framework for Robotics -- Innovative Deep Neural Network Fusion for Pairwise Translation Evaluation -- Introducing an edge-native deep learning platform for exergames -- Investigating the problem of cryptocurrency price prediction - A deep learning approach -- Regularized Evolution for Macro Neural Architecture Search -- Using Multimodal Contextual Process Information for the Supervised Detection of Connector Lock Events -- A machine learning model to detect speech and reading pathologies -- Forecasting Hazard Level Of Air Pollutants Using LSTM's -- Fuzzy Algebra - Fuzzy Systems -- Hypotheses tests using non-asymptotic fuzzy estimators and fuzzy critical values -- Preservation of the Exchange Principle via Lattice Operations on (S,N)- Implications -- Versatile Internet of Things for Agriculture: An eXplainable AI Approach -- Machine Learning -- Acoustic Resonance Testing of Glass IV Bottles -- AI based Real-Time Signal Reconstruction for Wind Farm with SCADA Sensor Failure -- Autonomous Navigation for Drone Swarms in GPS-Denied Environments using Structured Learning -- Chemical Laboratories 4.0: A Two-stage Machine Learning System for Predicting the Arrival of Samples -- Predicting Physical Properties of Woven Fabrics via Automated Machine Learning and Textile Design and Finishing Features -- Real-time Surf Manoeuvres' Detection Using Smartphones' Inertial Sensors -- SDN-enabled IoT Anomaly Detection using Ensemble Learning -- Harnessing Social Interactions on Twitter for Smart Transportation Using Machine Learning -- Medical - Health System -- An intelligent cloud-based platform for effective monitoring of patients with psychotic disorders -- Applying Deep Learning to Predicting Dementia and Mild Cognitive Impairment -- Bridging the Gap between AI and Healthcare Sides: Towards Developing Clinically Relevant AI-Powered Diagnosis Systems -- Know Yourself: An Adaptive Causal Network Model for Therapeutic Intervention for Regaining Cognitive Control -- Multi-omics data and analytics integration in ovarian cancer -- Overlap-based Undersampling Method for Classification of Imbalanced Medical Datasets -- Natural Language -- An Overview of Chatbot Technology -- Applying an Intelligent Personal Agent on a Smart Home using a Novel Dialogue Generator -- Exploring NLP and Information Extraction to jointly address Question Generation and Answering -- Hong Kong Protests: Using Natural Language Processing for Fake News Detection on Twitter -- On the Learnability of Concepts With Applications to Comparing Word EmbeddingAlgorithms -- Towards fashion recommendation: An AI system for clothing data retrieval and analysis -- Greek Lyrics Generation. Tipo de medio : Computadora Summary : This 2 volume-set of IFIP AICT 583 and 584 constitutes the refereed proceedings of the 16th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2020, held in Neos Marmaras, Greece, in June 2020.* The 70 full papers and 5 short papers presented were carefully reviewed and selected from 149 submissions. They cover a broad range of topics related to technical, legal, and ethical aspects of artificial intelligence systems and their applications and are organized in the following sections: Part I: classification; clustering - unsupervised learning -analytics; image processing; learning algorithms; neural network modeling; object tracking - object detection systems; ontologies - AI; and sentiment analysis - recommender systems. Part II: AI ethics - law; AI constraints; deep learning - LSTM; fuzzy algebra - fuzzy systems; machine learning; medical - health systems; and natural language. *The conference was held virtually due to the COVID-19 pandemic. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Artificial Intelligence Applications and Innovations : 16th IFIP WG 12.5 International Conference, AIAI 2020, Neos Marmaras, Greece, June 5–7, 2020, Proceedings, Part II / [documento electrónico] / Maglogiannis, Ilias, ; Iliadis, Lazaros, ; Pimenidis, Elias, . - 1 ed. . - [s.l.] : Springer, 2020 . - XXVIII, 458 p. 135 ilustraciones, 99 ilustraciones en color.
ISBN : 978-3-030-49186-4
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: Inteligencia artificial Red de computadoras Ciencias sociales Gestión de base de datos Procesamiento de datos Sistemas de almacenamiento y recuperación de información. Redes de comunicación informática Aplicación informática en ciencias sociales y del comportamiento. MinerÃa de datos y descubrimiento de conocimientos Almacenamiento y recuperación de información Clasificación: 006.3 Resumen: Este conjunto de 2 volúmenes de IFIP AICT 583 y 584 constituye las actas arbitradas de la 16.ª Conferencia Internacional IFIP WG 12.5 sobre Aplicaciones e Innovaciones de Inteligencia Artificial, AIAI 2020, celebrada en Neos Marmaras, Grecia, en junio de 2020.* Los 70 artÃculos completos y Se revisaron y seleccionaron cuidadosamente 5 artÃculos breves presentados entre 149 presentaciones. Cubren una amplia gama de temas relacionados con aspectos técnicos, legales y éticos de los sistemas de inteligencia artificial y sus aplicaciones y están organizados en las siguientes secciones: Parte I: clasificación; agrupamiento - aprendizaje no supervisado -análisis; procesamiento de imágenes; algoritmos de aprendizaje; modelado de redes neuronales; seguimiento de objetos - sistemas de detección de objetos; ontologÃas - IA; y análisis de sentimientos: sistemas de recomendación. Parte II: Ética de la IA - derecho; limitaciones de la IA; aprendizaje profundo-LSTM; álgebra difusa - sistemas difusos; aprendizaje automático; médico - sistemas de salud; y lenguaje natural. *La conferencia se realizó de manera virtual debido a la pandemia de COVID-19. Nota de contenido: AI Ethics – Law -- The Ethos of Artificial Intelligence as a Legal Personality in a Globalized Space: Examining the Need to Overhaul the Post-Liberal Order -- Trustworthy AI Needs Unbiased Dictators! -- AI Constraints -- An Introduction of FD-Complete Constraints -- Backward-Forward Sequence Generative Network for Multiple Lexical Constraints -- Deep Learning - LSTM -- Deep Echo State Networks in Industrial Applications -- Deepbots: A Webots-based Deep Reinforcement Learning Framework for Robotics -- Innovative Deep Neural Network Fusion for Pairwise Translation Evaluation -- Introducing an edge-native deep learning platform for exergames -- Investigating the problem of cryptocurrency price prediction - A deep learning approach -- Regularized Evolution for Macro Neural Architecture Search -- Using Multimodal Contextual Process Information for the Supervised Detection of Connector Lock Events -- A machine learning model to detect speech and reading pathologies -- Forecasting Hazard Level Of Air Pollutants Using LSTM's -- Fuzzy Algebra - Fuzzy Systems -- Hypotheses tests using non-asymptotic fuzzy estimators and fuzzy critical values -- Preservation of the Exchange Principle via Lattice Operations on (S,N)- Implications -- Versatile Internet of Things for Agriculture: An eXplainable AI Approach -- Machine Learning -- Acoustic Resonance Testing of Glass IV Bottles -- AI based Real-Time Signal Reconstruction for Wind Farm with SCADA Sensor Failure -- Autonomous Navigation for Drone Swarms in GPS-Denied Environments using Structured Learning -- Chemical Laboratories 4.0: A Two-stage Machine Learning System for Predicting the Arrival of Samples -- Predicting Physical Properties of Woven Fabrics via Automated Machine Learning and Textile Design and Finishing Features -- Real-time Surf Manoeuvres' Detection Using Smartphones' Inertial Sensors -- SDN-enabled IoT Anomaly Detection using Ensemble Learning -- Harnessing Social Interactions on Twitter for Smart Transportation Using Machine Learning -- Medical - Health System -- An intelligent cloud-based platform for effective monitoring of patients with psychotic disorders -- Applying Deep Learning to Predicting Dementia and Mild Cognitive Impairment -- Bridging the Gap between AI and Healthcare Sides: Towards Developing Clinically Relevant AI-Powered Diagnosis Systems -- Know Yourself: An Adaptive Causal Network Model for Therapeutic Intervention for Regaining Cognitive Control -- Multi-omics data and analytics integration in ovarian cancer -- Overlap-based Undersampling Method for Classification of Imbalanced Medical Datasets -- Natural Language -- An Overview of Chatbot Technology -- Applying an Intelligent Personal Agent on a Smart Home using a Novel Dialogue Generator -- Exploring NLP and Information Extraction to jointly address Question Generation and Answering -- Hong Kong Protests: Using Natural Language Processing for Fake News Detection on Twitter -- On the Learnability of Concepts With Applications to Comparing Word EmbeddingAlgorithms -- Towards fashion recommendation: An AI system for clothing data retrieval and analysis -- Greek Lyrics Generation. Tipo de medio : Computadora Summary : This 2 volume-set of IFIP AICT 583 and 584 constitutes the refereed proceedings of the 16th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2020, held in Neos Marmaras, Greece, in June 2020.* The 70 full papers and 5 short papers presented were carefully reviewed and selected from 149 submissions. They cover a broad range of topics related to technical, legal, and ethical aspects of artificial intelligence systems and their applications and are organized in the following sections: Part I: classification; clustering - unsupervised learning -analytics; image processing; learning algorithms; neural network modeling; object tracking - object detection systems; ontologies - AI; and sentiment analysis - recommender systems. Part II: AI ethics - law; AI constraints; deep learning - LSTM; fuzzy algebra - fuzzy systems; machine learning; medical - health systems; and natural language. *The conference was held virtually due to the COVID-19 pandemic. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
TÃtulo : Artificial Intelligence Applications and Innovations : 17th IFIP WG 12.5 International Conference, AIAI 2021, Hersonissos, Crete, Greece, June 25–27, 2021, Proceedings / Tipo de documento: documento electrónico Autores: Maglogiannis, Ilias, ; MacIntyre, John, ; Iliadis, Lazaros, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2021 Número de páginas: XXXIII, 795 p. 284 ilustraciones, 223 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-79150-6 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 Software de la aplicacion Red de computadoras Gestión de base de datos Visión por computador Aplicaciones informáticas y de sistemas de información Redes de comunicación informática Clasificación: 006.3 Resumen: Este libro constituye las actas arbitradas de la 17.ª Conferencia Internacional IFIP WG 12.5 sobre Aplicaciones e Innovaciones de Inteligencia Artificial, AIAI 2021, celebrada virtualmente y en Hersonissos, Creta, Grecia, en junio de 2021. Los 50 artÃculos completos y 11 artÃculos breves presentados fueron revisados ​​cuidadosamente y seleccionado entre 113 presentaciones. Cubren una amplia gama de temas relacionados con aspectos técnicos, legales y éticos de los sistemas de inteligencia artificial y sus aplicaciones y están organizados en las siguientes secciones: modelado adaptativo/neurociencia; IA en aplicaciones biomédicas; Impactos de la IA/big data; aprendizaje automático automatizado; agentes autónomos; agrupamiento; NN convolucional; minerÃa de datos/recuento de palabras; aprendizaje profundo; modelado difuso; computación hiperdimensional; Internet de las Cosas/Internet de la energÃa; aprendizaje automático; sistemas multiagente; lenguaje natural; sistemas de recomendación; análisis de los sentimientos; y aplicaciones inteligentes de blockchain/ciberseguridad. El capÃtulo "Mejora de la flexibilidad de la programación de la producción en la producción de acero plano mediante enfoques estándar y basados ​​en IA: desafÃos y perspectiva" está disponible en acceso abierto bajo una licencia internacional Creative Commons Attribution 4.0 a través de link.springer.com. Nota de contenido: Adaptive Modeling, Neuroscience -- 'If Only I Would Have Done That...': A Controlled Adaptive Network Model for Learning by Counterfactual Thinking -- A Computational Model for the Second-Order Adaptive Causal Relationships between Anxiety, Stress and Physical Exercise -- AI in Biomedical Applications -- ebioMelDB: Multi-modal database for melanoma and its application on estimating patient prognosis -- Improved Biomedical Entity Recognition via longer context modelling -- Scalable NPairLoss-based Deep-ECG for ECG Verification -- A Comparative Study of Embedded Feature Selection Methods on Microarray data -- AI Impacts/Big Data -- The AI4Media project: Use of Next-generation Artificial Intelligence Technologies for Media Sector Applications -- Regression Predictive Model to analyze Big Data Analytics in Supply Chain Management -- Automated Machine Learning -- An Automated Machine Learning Approach for Predicting Chemical Laboratory Material Consumption -- An Ontology-Based Concept for Meta AutoML -- Object Migration Automata for Non-Equal Partitioning Problems with Known Partition Sizes -- Autonomous Agents -- Enhanced Security Framework for Enabling Facial Recognition in Autonomous Shuttles Public Transportation during COVID-19 -- Evaluating Task-General Resilience Mechanisms in a Multi-Robot Team Task -- Clustering -- A Multi-View Clustering Approach for Analysis of Streaming Data -- Efficient Approaches for Density-Based Spatial Clustering of Applications with Noise -- Self-organizing maps for optimized robotic trajectory planning applied to surface coating -- Convolutional Neural Networks -- An autoencoder convolutional neural network framework for Sarcopenia detection based on multi-frame ultrasound image slices -- Automatic Classification of XCT Images in Manufacturing -- Cross-lingual Approaches for Task-specific Dialogue ActRecognition -- Just-in-time Biomass Yield Estimation with Multi-Modal Data and Variable Patch Training Size -- Robustness testing of AI systems: A case study for traffic sign recognition -- Data Mining/ Word Counts -- BIBLIOBICLUSTER: A bicluster algorithm for Bibliometrics -- Topic identification via human interpretation of word clouds: The case of Instagram hashtags -- Deep Learning -- A Comparative Study of Deep Learning Techniques for Financial Indices Prediction -- An Effective Loss Function for Generating 3D Models from Single 2D Image without Rendering -- Collaborative Edge-Cloud Computing for Personalized Fall Detection -- Deep Dense and Convolutional Autoencoders for Machine Acoustic Anomaly Detection -- Neural Network Compression Through Shunt Connections and Knowledge Distillation for Semantic Segmentation Problems -- System-wide anomaly detection of industrial control systems via deep learning and correlation analysis -- Verification of Size Invariance in DNN Activations using Concept Embeddings -- Artificial Intelligence in Music Composition -- Deep Learning and AI for Optimization in 5GTechnology -- Fuzzy Modeling -- Intuitionistic Fuzzy Neural Network for Time Series Forecasting - The Case of Metal Prices -- Hyperdimensional Computing -- PQ-HDC: Projection-based Quantization Scheme for Flexible and Efficient Hyperdimensional Computing -- Hyperdimensional Computing with Learnable Projection for User Adaptation Framework -- Internet of Things/Internet of Energy -- "SAVE" – an Integrated Approach of Personal and Home Safety for Active Assisted Living -- BEMS in the Era of Internet of Energy: A Review -- Machine Learning -- A Survey of Methods for Detection and Correction of Noisy Labels in Time Series Data -- An automated tool to support an intelligence learner management system using Learning Analytics and Machine Learning -- Classification of Point Clouds with Neural Networks and Continuum-Type Memories -- Cyber Supply Chain Threat Analysis and Prediction using Machine Learning and Ontology -- Intelligent Techniques and Hybrid SystemsExperiments Using the Acumen Modeling and Simulation Environment -- Predicting CO2 Emissions for Buildings Using Regression and Classification -- Robust Pose Estimation Based on Maximum Correntropy Criterion -- The Generative Adversarial Random Neural Network -- Using Machine Learning Methods to Predict Subscriber Churn of a Web-based Drug Information Platform -- Analysis and Prediction for House Sales Price Using a Hybrid Machine Learning Approach -- Multi Agent Systems -- Dynamic Plume Tracking Utilizing Symbiotic Heterogeneous Remote Sensing Platforms -- Improving the flexibility of production scheduling in flat steel production through standard and AI-based approaches: challenges and perspectives -- Natural Language -- A comparative assessment of state-of-the-art methods for multilingual unsupervised keyphrase extraction -- An Approach Utilizing Linguistic Features for Fake News Detection -- CEA-TM: A Customer Experience Analysis framework based on Contextual-aware Topic Modelingapproach -- Machine Learning Meets Natural Language Processing - The story so far -- SemAI: A Novel Approach for Achieving Enhanced Semantic Interoperability in Public Policies -- Recommendation Systems -- Optimization of Multi-Stakeholder Recommender Systems for Diversity and Coverage -- Recommending Database Architectures For Social Queries: A Twitter Case Study -- Science4Fashion: An Autonomous Recommendation System for Fashion Designers -- Sentiment Analysis -- A two-step optimised BERT-based NLP algorithm for extracting sentiment from financial news -- Learning Sentiment-aware Trading Strategies for Bitcoin leveraging Deep Learning-based Financial News Analysis -- Smart Blockchain Applications/ Cybersecurity -- Federated Blockchained Supply Chain Management: A CyberSecurity and Privacy Framework -- Validation and Verification for Data Marketplaces. Tipo de medio : Computadora Summary : This book constitutes the refereed proceedings of the 17th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2021, held virtually and in Hersonissos, Crete, Greece, in June 2021. The 50 full papers and 11 short papers presented were carefully reviewed and selected from 113 submissions. They cover a broad range of topics related to technical, legal, and ethical aspects of artificial intelligence systems and their applications and are organized in the following sections: adaptive modeling/ neuroscience; AI in biomedical applications; AI impacts/ big data; automated machine learning; autonomous agents; clustering; convolutional NN; data mining/ word counts; deep learning; fuzzy modeling; hyperdimensional computing; Internet of Things/ Internet of energy; machine learning; multi-agent systems; natural language; recommendation systems; sentiment analysis; and smart blockchain applications/ cybersecurity. Chapter "Improving the Flexibility of Production Scheduling in Flat Steel Production Through Standard and AI-based Approaches: Challenges and Perspective" is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Artificial Intelligence Applications and Innovations : 17th IFIP WG 12.5 International Conference, AIAI 2021, Hersonissos, Crete, Greece, June 25–27, 2021, Proceedings / [documento electrónico] / Maglogiannis, Ilias, ; MacIntyre, John, ; Iliadis, Lazaros, . - 1 ed. . - [s.l.] : Springer, 2021 . - XXXIII, 795 p. 284 ilustraciones, 223 ilustraciones en color.
ISBN : 978-3-030-79150-6
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 Software de la aplicacion Red de computadoras Gestión de base de datos Visión por computador Aplicaciones informáticas y de sistemas de información Redes de comunicación informática Clasificación: 006.3 Resumen: Este libro constituye las actas arbitradas de la 17.ª Conferencia Internacional IFIP WG 12.5 sobre Aplicaciones e Innovaciones de Inteligencia Artificial, AIAI 2021, celebrada virtualmente y en Hersonissos, Creta, Grecia, en junio de 2021. Los 50 artÃculos completos y 11 artÃculos breves presentados fueron revisados ​​cuidadosamente y seleccionado entre 113 presentaciones. Cubren una amplia gama de temas relacionados con aspectos técnicos, legales y éticos de los sistemas de inteligencia artificial y sus aplicaciones y están organizados en las siguientes secciones: modelado adaptativo/neurociencia; IA en aplicaciones biomédicas; Impactos de la IA/big data; aprendizaje automático automatizado; agentes autónomos; agrupamiento; NN convolucional; minerÃa de datos/recuento de palabras; aprendizaje profundo; modelado difuso; computación hiperdimensional; Internet de las Cosas/Internet de la energÃa; aprendizaje automático; sistemas multiagente; lenguaje natural; sistemas de recomendación; análisis de los sentimientos; y aplicaciones inteligentes de blockchain/ciberseguridad. El capÃtulo "Mejora de la flexibilidad de la programación de la producción en la producción de acero plano mediante enfoques estándar y basados ​​en IA: desafÃos y perspectiva" está disponible en acceso abierto bajo una licencia internacional Creative Commons Attribution 4.0 a través de link.springer.com. Nota de contenido: Adaptive Modeling, Neuroscience -- 'If Only I Would Have Done That...': A Controlled Adaptive Network Model for Learning by Counterfactual Thinking -- A Computational Model for the Second-Order Adaptive Causal Relationships between Anxiety, Stress and Physical Exercise -- AI in Biomedical Applications -- ebioMelDB: Multi-modal database for melanoma and its application on estimating patient prognosis -- Improved Biomedical Entity Recognition via longer context modelling -- Scalable NPairLoss-based Deep-ECG for ECG Verification -- A Comparative Study of Embedded Feature Selection Methods on Microarray data -- AI Impacts/Big Data -- The AI4Media project: Use of Next-generation Artificial Intelligence Technologies for Media Sector Applications -- Regression Predictive Model to analyze Big Data Analytics in Supply Chain Management -- Automated Machine Learning -- An Automated Machine Learning Approach for Predicting Chemical Laboratory Material Consumption -- An Ontology-Based Concept for Meta AutoML -- Object Migration Automata for Non-Equal Partitioning Problems with Known Partition Sizes -- Autonomous Agents -- Enhanced Security Framework for Enabling Facial Recognition in Autonomous Shuttles Public Transportation during COVID-19 -- Evaluating Task-General Resilience Mechanisms in a Multi-Robot Team Task -- Clustering -- A Multi-View Clustering Approach for Analysis of Streaming Data -- Efficient Approaches for Density-Based Spatial Clustering of Applications with Noise -- Self-organizing maps for optimized robotic trajectory planning applied to surface coating -- Convolutional Neural Networks -- An autoencoder convolutional neural network framework for Sarcopenia detection based on multi-frame ultrasound image slices -- Automatic Classification of XCT Images in Manufacturing -- Cross-lingual Approaches for Task-specific Dialogue ActRecognition -- Just-in-time Biomass Yield Estimation with Multi-Modal Data and Variable Patch Training Size -- Robustness testing of AI systems: A case study for traffic sign recognition -- Data Mining/ Word Counts -- BIBLIOBICLUSTER: A bicluster algorithm for Bibliometrics -- Topic identification via human interpretation of word clouds: The case of Instagram hashtags -- Deep Learning -- A Comparative Study of Deep Learning Techniques for Financial Indices Prediction -- An Effective Loss Function for Generating 3D Models from Single 2D Image without Rendering -- Collaborative Edge-Cloud Computing for Personalized Fall Detection -- Deep Dense and Convolutional Autoencoders for Machine Acoustic Anomaly Detection -- Neural Network Compression Through Shunt Connections and Knowledge Distillation for Semantic Segmentation Problems -- System-wide anomaly detection of industrial control systems via deep learning and correlation analysis -- Verification of Size Invariance in DNN Activations using Concept Embeddings -- Artificial Intelligence in Music Composition -- Deep Learning and AI for Optimization in 5GTechnology -- Fuzzy Modeling -- Intuitionistic Fuzzy Neural Network for Time Series Forecasting - The Case of Metal Prices -- Hyperdimensional Computing -- PQ-HDC: Projection-based Quantization Scheme for Flexible and Efficient Hyperdimensional Computing -- Hyperdimensional Computing with Learnable Projection for User Adaptation Framework -- Internet of Things/Internet of Energy -- "SAVE" – an Integrated Approach of Personal and Home Safety for Active Assisted Living -- BEMS in the Era of Internet of Energy: A Review -- Machine Learning -- A Survey of Methods for Detection and Correction of Noisy Labels in Time Series Data -- An automated tool to support an intelligence learner management system using Learning Analytics and Machine Learning -- Classification of Point Clouds with Neural Networks and Continuum-Type Memories -- Cyber Supply Chain Threat Analysis and Prediction using Machine Learning and Ontology -- Intelligent Techniques and Hybrid SystemsExperiments Using the Acumen Modeling and Simulation Environment -- Predicting CO2 Emissions for Buildings Using Regression and Classification -- Robust Pose Estimation Based on Maximum Correntropy Criterion -- The Generative Adversarial Random Neural Network -- Using Machine Learning Methods to Predict Subscriber Churn of a Web-based Drug Information Platform -- Analysis and Prediction for House Sales Price Using a Hybrid Machine Learning Approach -- Multi Agent Systems -- Dynamic Plume Tracking Utilizing Symbiotic Heterogeneous Remote Sensing Platforms -- Improving the flexibility of production scheduling in flat steel production through standard and AI-based approaches: challenges and perspectives -- Natural Language -- A comparative assessment of state-of-the-art methods for multilingual unsupervised keyphrase extraction -- An Approach Utilizing Linguistic Features for Fake News Detection -- CEA-TM: A Customer Experience Analysis framework based on Contextual-aware Topic Modelingapproach -- Machine Learning Meets Natural Language Processing - The story so far -- SemAI: A Novel Approach for Achieving Enhanced Semantic Interoperability in Public Policies -- Recommendation Systems -- Optimization of Multi-Stakeholder Recommender Systems for Diversity and Coverage -- Recommending Database Architectures For Social Queries: A Twitter Case Study -- Science4Fashion: An Autonomous Recommendation System for Fashion Designers -- Sentiment Analysis -- A two-step optimised BERT-based NLP algorithm for extracting sentiment from financial news -- Learning Sentiment-aware Trading Strategies for Bitcoin leveraging Deep Learning-based Financial News Analysis -- Smart Blockchain Applications/ Cybersecurity -- Federated Blockchained Supply Chain Management: A CyberSecurity and Privacy Framework -- Validation and Verification for Data Marketplaces. Tipo de medio : Computadora Summary : This book constitutes the refereed proceedings of the 17th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2021, held virtually and in Hersonissos, Crete, Greece, in June 2021. The 50 full papers and 11 short papers presented were carefully reviewed and selected from 113 submissions. They cover a broad range of topics related to technical, legal, and ethical aspects of artificial intelligence systems and their applications and are organized in the following sections: adaptive modeling/ neuroscience; AI in biomedical applications; AI impacts/ big data; automated machine learning; autonomous agents; clustering; convolutional NN; data mining/ word counts; deep learning; fuzzy modeling; hyperdimensional computing; Internet of Things/ Internet of energy; machine learning; multi-agent systems; natural language; recommendation systems; sentiment analysis; and smart blockchain applications/ cybersecurity. Chapter "Improving the Flexibility of Production Scheduling in Flat Steel Production Through Standard and AI-based Approaches: Challenges and Perspective" is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
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