Información del autor
Autor Trajkovic, Ljiljana |
Documentos disponibles escritos por este autor (2)
Crear una solicitud de compra Refinar búsquedaMachine Learning and Metaheuristics Algorithms, and Applications / Thampi, Sabu M. ; Trajkovic, Ljiljana ; Li, Kuan-Ching ; Das, Swagatam ; Wozniak, Michal ; Berretti, Stefano
TÃtulo : Machine Learning and Metaheuristics Algorithms, and Applications : First Symposium, SoMMA 2019, Trivandrum, India, December 18–21, 2019, Revised Selected Papers / Tipo de documento: documento electrónico Autores: Thampi, Sabu M., ; Trajkovic, Ljiljana, ; Li, Kuan-Ching, ; Das, Swagatam, ; Wozniak, Michal, ; Berretti, Stefano, Mención de edición: 1 ed. Editorial: Singapore [Malasia] : Springer Fecha de publicación: 2020 Número de páginas: XII, 265 p. 143 ilustraciones, 99 ilustraciones en color. ISBN/ISSN/DL: 978-981-1543012-- 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 Software de la aplicacion Redes de comunicación informática Aplicaciones informáticas y de sistemas de información Computadoras y Educación Clasificación: 006.3 Resumen: Este libro constituye las actas arbitradas del Primer Simposio sobre aprendizaje automático y algoritmos y aplicaciones metaheurÃsticas, SoMMA 2019, celebrado en Trivandrum, India, en diciembre de 2019. Los 17 artÃculos completos y 6 artÃculos breves presentados en este volumen fueron revisados ​​y seleccionados minuciosamente. de 53 presentaciones calificadas. Los artÃculos cubren temas como aprendizaje automático, inteligencia artificial, Internet de las cosas, modelado y simulación, metodologÃas informáticas distribuidas, gráficos por ordenador, etc. Nota de contenido: Hybrid Duty Cycle Algorithm for Industrial WSNs Using Machine Learning -- Analyzing Architectures of Reservoir Computing Models Using Particle Swarm Intelligence -- A Cost-Effective Data Node Management Scheme for Hadoop Clusters in Cloud Environment -- Deep Temporal Analysis of Twitter Bots -- Comparison of Metaheuristics for a Vehicle Routing Problem in a Farming Community -- A Brain Computer Interface Based Visual Keyboard System Using SSVEP and Electrooculogram -- Stock Market Prediction Using a Hybrid Model -- An Internet of Things Framework to Forecast Indoor Air Quality Using Machine Learning -- Strategy Inference via Real-time Homeomorphic and Isomorphic Tree Matching of Probabilistic Graphical Models -- CNN and Stacked LSTM Model for Indian Sign Language Recognition -- Air Quality Monitoring and Classification Using Machine Learning -- Facial Emotion Recognition Using Shallow CNN -- Lead Artist Identification from Music Videos Using Auto-Encoders -- Enhanced Differential Evolution-based EEG Channel Selection -- An Efficient Word Embedded Click-Bait Classification of YouTube Titles Using SVM -- NSGA III for CNC End Milling Process Optimization -- Steering Angle Estimation for Self-Driving Car Using Deep Learning -- A Textural Feature Based Cytological Image Classification Using Artificial Neural Network -- Proposing Contextually Relevant Advertisements for Online Videos -- Comparison of Metaheuristics for the Allocation of Resources for an After-School Program in Remote Areas of India -- A C-LSTM with Attention Mechanism for Question Categorization -- QuicklyCook: A User-Friendly Recipe Recommender -- Early Detection of Suicidal Predilection on Instagram Social Networking Service. Tipo de medio : Computadora Summary : This book constitutes the refereed proceedings of the First Symposium on Machine Learning and Metaheuristics Algorithms, and Applications, SoMMA 2019, held in Trivandrum, India, in December 2019. The 17 full papers and 6 short papers presented in this volume were thoroughly reviewed and selected from 53 qualified submissions. The papers cover such topics as machine learning, artificial intelligence, Internet of Things, modeling and simulation, disctibuted computing methodologies, computer graphics, etc. . Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Machine Learning and Metaheuristics Algorithms, and Applications : First Symposium, SoMMA 2019, Trivandrum, India, December 18–21, 2019, Revised Selected Papers / [documento electrónico] / Thampi, Sabu M., ; Trajkovic, Ljiljana, ; Li, Kuan-Ching, ; Das, Swagatam, ; Wozniak, Michal, ; Berretti, Stefano, . - 1 ed. . - Singapore [Malasia] : Springer, 2020 . - XII, 265 p. 143 ilustraciones, 99 ilustraciones en color.
ISBN : 978-981-1543012--
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 Software de la aplicacion Redes de comunicación informática Aplicaciones informáticas y de sistemas de información Computadoras y Educación Clasificación: 006.3 Resumen: Este libro constituye las actas arbitradas del Primer Simposio sobre aprendizaje automático y algoritmos y aplicaciones metaheurÃsticas, SoMMA 2019, celebrado en Trivandrum, India, en diciembre de 2019. Los 17 artÃculos completos y 6 artÃculos breves presentados en este volumen fueron revisados ​​y seleccionados minuciosamente. de 53 presentaciones calificadas. Los artÃculos cubren temas como aprendizaje automático, inteligencia artificial, Internet de las cosas, modelado y simulación, metodologÃas informáticas distribuidas, gráficos por ordenador, etc. Nota de contenido: Hybrid Duty Cycle Algorithm for Industrial WSNs Using Machine Learning -- Analyzing Architectures of Reservoir Computing Models Using Particle Swarm Intelligence -- A Cost-Effective Data Node Management Scheme for Hadoop Clusters in Cloud Environment -- Deep Temporal Analysis of Twitter Bots -- Comparison of Metaheuristics for a Vehicle Routing Problem in a Farming Community -- A Brain Computer Interface Based Visual Keyboard System Using SSVEP and Electrooculogram -- Stock Market Prediction Using a Hybrid Model -- An Internet of Things Framework to Forecast Indoor Air Quality Using Machine Learning -- Strategy Inference via Real-time Homeomorphic and Isomorphic Tree Matching of Probabilistic Graphical Models -- CNN and Stacked LSTM Model for Indian Sign Language Recognition -- Air Quality Monitoring and Classification Using Machine Learning -- Facial Emotion Recognition Using Shallow CNN -- Lead Artist Identification from Music Videos Using Auto-Encoders -- Enhanced Differential Evolution-based EEG Channel Selection -- An Efficient Word Embedded Click-Bait Classification of YouTube Titles Using SVM -- NSGA III for CNC End Milling Process Optimization -- Steering Angle Estimation for Self-Driving Car Using Deep Learning -- A Textural Feature Based Cytological Image Classification Using Artificial Neural Network -- Proposing Contextually Relevant Advertisements for Online Videos -- Comparison of Metaheuristics for the Allocation of Resources for an After-School Program in Remote Areas of India -- A C-LSTM with Attention Mechanism for Question Categorization -- QuicklyCook: A User-Friendly Recipe Recommender -- Early Detection of Suicidal Predilection on Instagram Social Networking Service. Tipo de medio : Computadora Summary : This book constitutes the refereed proceedings of the First Symposium on Machine Learning and Metaheuristics Algorithms, and Applications, SoMMA 2019, held in Trivandrum, India, in December 2019. The 17 full papers and 6 short papers presented in this volume were thoroughly reviewed and selected from 53 qualified submissions. The papers cover such topics as machine learning, artificial intelligence, Internet of Things, modeling and simulation, disctibuted computing methodologies, computer graphics, etc. . Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
TÃtulo : Second International Conference on Networks and Advances in Computational Technologies : NetACT 19 Tipo de documento: documento electrónico Autores: Palesi, Maurizio, ; Trajkovic, Ljiljana, ; Jayakumari, J., ; Jose, John, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2021 Número de páginas: IX, 325 p. 100 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-49500-8 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: Telecomunicación Inteligencia Computacional Inteligencia artificial IngenierÃa en Comunicaciones Redes Clasificación: 621.382 Telecomunicaciones Resumen: Este libro presenta las actas de la Segunda Conferencia Internacional sobre Redes y Avances en TecnologÃas Computacionales (NetACT19), que tuvo lugar del 23 al 25 de julio de 2019 en la Facultad de IngenierÃa y TecnologÃa Mar Baselios en Thiruvananthapuram, India. La conferencia se realizó en asociación con la Universidad Estatal Bowie, EE. UU., la Universidad Gannon, EE. UU. y la Universidad Malardalen, Suecia. Los artÃculos presentados se incluyeron en programas técnicos que formaban parte de cinco áreas paralelas, a saber, aplicaciones informáticas, procesamiento de imágenes, seguridad de redes, hardware y sistemas de redes y aprendizaje automático. Las actas reúnen a expertos de la industria, gobiernos y académicos de todo el mundo con amplia experiencia en diseño, ingenierÃa e investigación. Presenta las actas de la 2ª Conferencia Internacional sobre Redes y Avances en TecnologÃas Computacionales (NetACT19); Incluye investigaciones en Aplicaciones Informáticas, Procesamiento de Imágenes, Seguridad de Redes, Hardware y Sistemas de Redes y Aprendizaje Automático; Proporciona perspectivas de la industria, la academia y el gobierno. Nota de contenido: Introduction -- Part I: Networking -- Network Performance Analysis -- Parallel & Distributed Networks -- IoT Architectures & Protocol -- Wireless Sensor Networks -- Vehicular Ad-hoc Networks -- Mobile Ad-hoc Networks -- Delay Tolerant Networks -- Fault Tolerant Networks -- Opportunistic Networks -- Cognitive Radio Networks -- Satellite Communication -- Cryptography & Data Security -- Cyber-Physical Systems -- Cloud & Fog Computing -- Grid & Cluster Computing -- Part II: Advanced Computing -- AI & Machine Learning -- Data Mining & Warehousing -- Web Mining -- Computational Intelligence -- Big Data Analytics -- Embedded Computing -- Ubiquitous Computing -- High Performance Computing -- Image & Pattern Recognition -- Natural Language Processing -- Human Computer Interaction -- Speech & Signal Processing -- Bio-medical Informatics -- Virtual & E-Learning -- Semantic Web Technologies -- Conclusion. Tipo de medio : Computadora Summary : This book presents the proceedings of the 2nd International Conference on Networks and Advances in Computational Technologies (NetACT19) which took place on July 23-25, 2019 at Mar Baselios College of Engineering and Technology in Thiruvananthapuram, India. The conference was in association with Bowie State University, USA, Gannon University, USA and Malardalen University, Sweden. Papers presented were included in technical programs that were part of five parallel tracks, namely Computer Application, Image Processing, Network Security, Hardware and Network Systems and Machine Learning. The proceedings brings together experts from industry, governments and academia from around the world with vast experiences in design, engineering and research. Presents the proceedings of the 2nd International Conference on Networks and Advances in Computational Technologies (NetACT19); Includes research in Computer Application, Image Processing, Network Security, Hardware and Network Systems and Machine Learning; Provides perspectives from industry, academia and government. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Second International Conference on Networks and Advances in Computational Technologies : NetACT 19 [documento electrónico] / Palesi, Maurizio, ; Trajkovic, Ljiljana, ; Jayakumari, J., ; Jose, John, . - 1 ed. . - [s.l.] : Springer, 2021 . - IX, 325 p. 100 ilustraciones en color.
ISBN : 978-3-030-49500-8
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: Telecomunicación Inteligencia Computacional Inteligencia artificial IngenierÃa en Comunicaciones Redes Clasificación: 621.382 Telecomunicaciones Resumen: Este libro presenta las actas de la Segunda Conferencia Internacional sobre Redes y Avances en TecnologÃas Computacionales (NetACT19), que tuvo lugar del 23 al 25 de julio de 2019 en la Facultad de IngenierÃa y TecnologÃa Mar Baselios en Thiruvananthapuram, India. La conferencia se realizó en asociación con la Universidad Estatal Bowie, EE. UU., la Universidad Gannon, EE. UU. y la Universidad Malardalen, Suecia. Los artÃculos presentados se incluyeron en programas técnicos que formaban parte de cinco áreas paralelas, a saber, aplicaciones informáticas, procesamiento de imágenes, seguridad de redes, hardware y sistemas de redes y aprendizaje automático. Las actas reúnen a expertos de la industria, gobiernos y académicos de todo el mundo con amplia experiencia en diseño, ingenierÃa e investigación. Presenta las actas de la 2ª Conferencia Internacional sobre Redes y Avances en TecnologÃas Computacionales (NetACT19); Incluye investigaciones en Aplicaciones Informáticas, Procesamiento de Imágenes, Seguridad de Redes, Hardware y Sistemas de Redes y Aprendizaje Automático; Proporciona perspectivas de la industria, la academia y el gobierno. Nota de contenido: Introduction -- Part I: Networking -- Network Performance Analysis -- Parallel & Distributed Networks -- IoT Architectures & Protocol -- Wireless Sensor Networks -- Vehicular Ad-hoc Networks -- Mobile Ad-hoc Networks -- Delay Tolerant Networks -- Fault Tolerant Networks -- Opportunistic Networks -- Cognitive Radio Networks -- Satellite Communication -- Cryptography & Data Security -- Cyber-Physical Systems -- Cloud & Fog Computing -- Grid & Cluster Computing -- Part II: Advanced Computing -- AI & Machine Learning -- Data Mining & Warehousing -- Web Mining -- Computational Intelligence -- Big Data Analytics -- Embedded Computing -- Ubiquitous Computing -- High Performance Computing -- Image & Pattern Recognition -- Natural Language Processing -- Human Computer Interaction -- Speech & Signal Processing -- Bio-medical Informatics -- Virtual & E-Learning -- Semantic Web Technologies -- Conclusion. Tipo de medio : Computadora Summary : This book presents the proceedings of the 2nd International Conference on Networks and Advances in Computational Technologies (NetACT19) which took place on July 23-25, 2019 at Mar Baselios College of Engineering and Technology in Thiruvananthapuram, India. The conference was in association with Bowie State University, USA, Gannon University, USA and Malardalen University, Sweden. Papers presented were included in technical programs that were part of five parallel tracks, namely Computer Application, Image Processing, Network Security, Hardware and Network Systems and Machine Learning. The proceedings brings together experts from industry, governments and academia from around the world with vast experiences in design, engineering and research. Presents the proceedings of the 2nd International Conference on Networks and Advances in Computational Technologies (NetACT19); Includes research in Computer Application, Image Processing, Network Security, Hardware and Network Systems and Machine Learning; Provides perspectives from industry, academia and government. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
