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Advances in Computational Intelligence [[electronic resource] ] : 17th Mexican International Conference on Artificial Intelligence, MICAI 2018, Guadalajara, Mexico, October 22–27, 2018, Proceedings, Part II / / edited by Ildar Batyrshin, María de Lourdes Martínez-Villaseñor, Hiram Eredín Ponce Espinosa
| Advances in Computational Intelligence [[electronic resource] ] : 17th Mexican International Conference on Artificial Intelligence, MICAI 2018, Guadalajara, Mexico, October 22–27, 2018, Proceedings, Part II / / edited by Ildar Batyrshin, María de Lourdes Martínez-Villaseñor, Hiram Eredín Ponce Espinosa |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XXIV, 371 p. 133 illus., 67 illus. in color.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Data mining Special purpose computers Optical data processing Artificial Intelligence Data Mining and Knowledge Discovery Special Purpose and Application-Based Systems Image Processing and Computer Vision |
| ISBN | 3-030-04497-1 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Knowledge Representation, Reasoning, and Optimization -- Coding 3D connected regions with F26 chain code -- Finding optimal farming practices to increase crop yield through Global-best Harmony Search and predictive models, a data-driven approach -- On the Modelling of the Energy System of a Country for Decision Making Using Bayesian Artificial Intelligence { A case study for Mexico -- Natural Language Processing -- Enhancement of performance of document clustering in the authorship identification problem with a weighted cosine similarity -- Exploring the Context of Lexical Functions -- Towards a Natural Language Compiler -- Comparative analysis and implementation of semantic-based classifiers -- Best Paper award, second place: Topic-Focus Articulation: A Third Pillar of Automatic Evaluation of Text Coherence -- A Multilingual Study of Compressive Cross-Language Text Summarization -- WiSeBE: Window-based Sentence Boundary Evaluation -- Readability Formula for Russian Texts: a Modified Version -- Timed automaton RVT-grammar for workflow translating -- Extraction of Typical Client Requests from Bank Chat Logs -- A Knowledge-based Methodology for Building a Conversational Chatbot as an Intelligent Tutor -- Top-k Context-Aware Tour Recommendations for Groups -- A Knowledge-based Weighted kKNN for Detecting Irony in Twitter -- Model for Personality Detection based on Text Analysis -- Analysis of Emotions through Speech Using the Combination of Multiple Input Sources with Deep Convolutional and LSTM Networks -- Robustness of LSTM Neural Networks for the Enhancement of Spectral Parameters in Noisy Speech Signals -- Tensor Decomposition for Imagined Speech Discrimination in EEG -- Robotics and Computer Vision -- A new software library for mobile sensing using FIWARE technologies -- Free model task space controller based on adaptive gain for robot manipulator using Jacobian estimation -- Design and Equilibrium Control of a Force-Balanced One-Leg Mechanism -- An Adaptive Robotic Assistance Platform for Neurorehabilitation Therapy of Upper Limb -- ROBMMOR: An experimental robotic manipulator for motor rehabilitation of knee -- A Bio-inspired Cybersecurity Scheme to Protect a Swarm of Robots -- Chaos optimization applied to a beamforming algorithm for source location -- Data Augmentation in Deep Learning-based Obstacle Detection System for Autonomous Navigation on Aquatic Surfaces -- Best Paper award, third place: Combining Deep Learning and RGBD SLAM for Monocular Indoor Autonomous Flight. |
| Record Nr. | UNISA-996466457403316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Advances in Computational Intelligence : 17th Mexican International Conference on Artificial Intelligence, MICAI 2018, Guadalajara, Mexico, October 22–27, 2018, Proceedings, Part II / / edited by Ildar Batyrshin, María de Lourdes Martínez-Villaseñor, Hiram Eredín Ponce Espinosa
| Advances in Computational Intelligence : 17th Mexican International Conference on Artificial Intelligence, MICAI 2018, Guadalajara, Mexico, October 22–27, 2018, Proceedings, Part II / / edited by Ildar Batyrshin, María de Lourdes Martínez-Villaseñor, Hiram Eredín Ponce Espinosa |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XXIV, 371 p. 133 illus., 67 illus. in color.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Data mining Special purpose computers Optical data processing Artificial Intelligence Data Mining and Knowledge Discovery Special Purpose and Application-Based Systems Image Processing and Computer Vision |
| ISBN | 3-030-04497-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Knowledge Representation, Reasoning, and Optimization -- Coding 3D connected regions with F26 chain code -- Finding optimal farming practices to increase crop yield through Global-best Harmony Search and predictive models, a data-driven approach -- On the Modelling of the Energy System of a Country for Decision Making Using Bayesian Artificial Intelligence { A case study for Mexico -- Natural Language Processing -- Enhancement of performance of document clustering in the authorship identification problem with a weighted cosine similarity -- Exploring the Context of Lexical Functions -- Towards a Natural Language Compiler -- Comparative analysis and implementation of semantic-based classifiers -- Best Paper award, second place: Topic-Focus Articulation: A Third Pillar of Automatic Evaluation of Text Coherence -- A Multilingual Study of Compressive Cross-Language Text Summarization -- WiSeBE: Window-based Sentence Boundary Evaluation -- Readability Formula for Russian Texts: a Modified Version -- Timed automaton RVT-grammar for workflow translating -- Extraction of Typical Client Requests from Bank Chat Logs -- A Knowledge-based Methodology for Building a Conversational Chatbot as an Intelligent Tutor -- Top-k Context-Aware Tour Recommendations for Groups -- A Knowledge-based Weighted kKNN for Detecting Irony in Twitter -- Model for Personality Detection based on Text Analysis -- Analysis of Emotions through Speech Using the Combination of Multiple Input Sources with Deep Convolutional and LSTM Networks -- Robustness of LSTM Neural Networks for the Enhancement of Spectral Parameters in Noisy Speech Signals -- Tensor Decomposition for Imagined Speech Discrimination in EEG -- Robotics and Computer Vision -- A new software library for mobile sensing using FIWARE technologies -- Free model task space controller based on adaptive gain for robot manipulator using Jacobian estimation -- Design and Equilibrium Control of a Force-Balanced One-Leg Mechanism -- An Adaptive Robotic Assistance Platform for Neurorehabilitation Therapy of Upper Limb -- ROBMMOR: An experimental robotic manipulator for motor rehabilitation of knee -- A Bio-inspired Cybersecurity Scheme to Protect a Swarm of Robots -- Chaos optimization applied to a beamforming algorithm for source location -- Data Augmentation in Deep Learning-based Obstacle Detection System for Autonomous Navigation on Aquatic Surfaces -- Best Paper award, third place: Combining Deep Learning and RGBD SLAM for Monocular Indoor Autonomous Flight. |
| Record Nr. | UNINA-9910349385203321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Advances in Soft Computing [[electronic resource] ] : 17th Mexican International Conference on Artificial Intelligence, MICAI 2018, Guadalajara, Mexico, October 22–27, 2018, Proceedings, Part I / / edited by Ildar Batyrshin, María de Lourdes Martínez-Villaseñor, Hiram Eredín Ponce Espinosa
| Advances in Soft Computing [[electronic resource] ] : 17th Mexican International Conference on Artificial Intelligence, MICAI 2018, Guadalajara, Mexico, October 22–27, 2018, Proceedings, Part I / / edited by Ildar Batyrshin, María de Lourdes Martínez-Villaseñor, Hiram Eredín Ponce Espinosa |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XXIII, 437 p. 143 illus., 94 illus. in color.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Data mining Special purpose computers Optical data processing Artificial Intelligence Data Mining and Knowledge Discovery Special Purpose and Application-Based Systems Image Processing and Computer Vision |
| ISBN | 3-030-04491-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Evolutionary and Nature-Inspired Intelligence -- A Genetic Algorithm to Solve Power System Expansion Planning With Renewable Energy -- Memetic Algorithm for constructing Covering Arrays of variable strength based on Global-best Harmony Search and Simulated Annealing -- An Adaptive Hybrid Evolutionary Approach for a Project Scheduling Problem that Maximizes the Effectiveness of Human Resources -- Best Paper award, first place: Universal Swarm Optimizer for Multi-Objective Functions -- Broadcasting and sharing of parameters in an IoT network by means of a Fractal of Hilbert using Swarm Intelligence -- Solid waste collection in Ciudad Universitaria-UNAM using a VRP approach and Max-Min Ant System algorithm -- Selection of Characteristics and Classification of Microarrays using Bioinspired Algorithms and Generalized Neuron -- Supervised and unsupervised neural networks: Experimental study for anomaly detection in electrical consumption -- Artificial neural networks and common spatial patterns for the recognition of motor information from EEG signals -- Classification of Motor Imagery EEG Signals with CSP filtering through Neural Networks Models -- Efficiency Analysis of article Tracking with Synthetic PIV using SOM -- Machine Learning -- Transforming Mixed Data Bases for Machine Learning: A Case Study -- Full model selection in huge datasets and for proxy models construction -- Single imputation methods applied to a global geothermal database -- Feature Selection for Automatic Classification of Gamma-ray and Background Hadron Events with Different Noise Levels -- Ranking based Unsupervised Feature Selection Methods: an Empirical Comparative Study in High Dimensional Datasets -- Dynamic Selection Feature Extractor for Trademark Retrieval -- Bayesian Chain Classifier with Feature Selection for Multi-label Classification -- A Time Complexity Analysis to the ParDTLT Parallel Algorithm for Decision Tree Induction -- Infrequent Item-to-item Recommendation via Random Fields -- An approach based on contrast patterns for bot detection on web log files -- User recommendation in low degree networks with a learning-based approach -- Volcanic anomalies detection through Recursive Density Estimation -- A Rainfall Prediction Tool for Sustainable Agriculture Using Random Forest -- Kolb's Learning styles, learning activities and academic performance in a Massive Private Online Course -- Tremor Signal Analysis for Parkinson's Disease Detection Using Leap Motion Device -- Fuzzy Logic and Uncertainty Management -- Modeling Decisions for Project Scheduling Optimization Problem Based on Type-2 Fuzzy Numbers -- Differential Evolution algorithm using a dynamic crossover parameter with a high-speed interval type 2 fuzzy system -- Allocation Centers Problem on Fuzzy Graphs with Largest Vitality Degree -- Fuzzy Design of Nearest Prototype Classifier -- A Fuzzy Harmony Search algorithm for the optimization of a Benchmark set of functions -- An Innovative and Improved Mamdani Inference (IMI) Method -- A General Method for Consistency Improving in Decision-Making Under Uncertainty. |
| Record Nr. | UNISA-996466454203316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Advances in Soft Computing : 17th Mexican International Conference on Artificial Intelligence, MICAI 2018, Guadalajara, Mexico, October 22–27, 2018, Proceedings, Part I / / edited by Ildar Batyrshin, María de Lourdes Martínez-Villaseñor, Hiram Eredín Ponce Espinosa
| Advances in Soft Computing : 17th Mexican International Conference on Artificial Intelligence, MICAI 2018, Guadalajara, Mexico, October 22–27, 2018, Proceedings, Part I / / edited by Ildar Batyrshin, María de Lourdes Martínez-Villaseñor, Hiram Eredín Ponce Espinosa |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XXIII, 437 p. 143 illus., 94 illus. in color.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Data mining Special purpose computers Optical data processing Artificial Intelligence Data Mining and Knowledge Discovery Special Purpose and Application-Based Systems Image Processing and Computer Vision |
| ISBN | 3-030-04491-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Evolutionary and Nature-Inspired Intelligence -- A Genetic Algorithm to Solve Power System Expansion Planning With Renewable Energy -- Memetic Algorithm for constructing Covering Arrays of variable strength based on Global-best Harmony Search and Simulated Annealing -- An Adaptive Hybrid Evolutionary Approach for a Project Scheduling Problem that Maximizes the Effectiveness of Human Resources -- Best Paper award, first place: Universal Swarm Optimizer for Multi-Objective Functions -- Broadcasting and sharing of parameters in an IoT network by means of a Fractal of Hilbert using Swarm Intelligence -- Solid waste collection in Ciudad Universitaria-UNAM using a VRP approach and Max-Min Ant System algorithm -- Selection of Characteristics and Classification of Microarrays using Bioinspired Algorithms and Generalized Neuron -- Supervised and unsupervised neural networks: Experimental study for anomaly detection in electrical consumption -- Artificial neural networks and common spatial patterns for the recognition of motor information from EEG signals -- Classification of Motor Imagery EEG Signals with CSP filtering through Neural Networks Models -- Efficiency Analysis of article Tracking with Synthetic PIV using SOM -- Machine Learning -- Transforming Mixed Data Bases for Machine Learning: A Case Study -- Full model selection in huge datasets and for proxy models construction -- Single imputation methods applied to a global geothermal database -- Feature Selection for Automatic Classification of Gamma-ray and Background Hadron Events with Different Noise Levels -- Ranking based Unsupervised Feature Selection Methods: an Empirical Comparative Study in High Dimensional Datasets -- Dynamic Selection Feature Extractor for Trademark Retrieval -- Bayesian Chain Classifier with Feature Selection for Multi-label Classification -- A Time Complexity Analysis to the ParDTLT Parallel Algorithm for Decision Tree Induction -- Infrequent Item-to-item Recommendation via Random Fields -- An approach based on contrast patterns for bot detection on web log files -- User recommendation in low degree networks with a learning-based approach -- Volcanic anomalies detection through Recursive Density Estimation -- A Rainfall Prediction Tool for Sustainable Agriculture Using Random Forest -- Kolb's Learning styles, learning activities and academic performance in a Massive Private Online Course -- Tremor Signal Analysis for Parkinson's Disease Detection Using Leap Motion Device -- Fuzzy Logic and Uncertainty Management -- Modeling Decisions for Project Scheduling Optimization Problem Based on Type-2 Fuzzy Numbers -- Differential Evolution algorithm using a dynamic crossover parameter with a high-speed interval type 2 fuzzy system -- Allocation Centers Problem on Fuzzy Graphs with Largest Vitality Degree -- Fuzzy Design of Nearest Prototype Classifier -- A Fuzzy Harmony Search algorithm for the optimization of a Benchmark set of functions -- An Innovative and Improved Mamdani Inference (IMI) Method -- A General Method for Consistency Improving in Decision-Making Under Uncertainty. |
| Record Nr. | UNINA-9910349385103321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||