Advances in soft computing. 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, Cancún, Mexico, October 23?28, 2016, Proceedings /: 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, Cancún, Mexico, October 23?28, 2016, Proceedings. Part II : (2017)

• Record Type: Book
• Other Titles: MICAI 2016
• Further Information: Note: Obdulia Pichardo-Lagunas, Sabino Miranda-Jiménez (eds.).
• Editors: Pichardo Lagunas, Obdulia; Miranda-Jiménez, Sabino
• Other Names: Mexican International Conference on Artificial Intelligence, 15th
• Contents: General -- Normality from Monte Carlo Simulation for Statistical Validation of Computer Intensive Algorithms -- Are Android Smartphones Ready to Locally Execute Intelligent Algorithms -- Reasoning and Multi-Agent Systems -- Large Scale Reasoning Using Allen's Interval Algebra -- Towards the Distributed Logic Programming of Intelligent Visual Surveillance Applications -- An efficient expert system for diabetes with a Bayesian inference engine -- iEnsemble: A Framework for Committee Machine based On Multiagent Systems with Reinforcement Learning -- Exploring Complex Networks with Failure-prone Agents -- On the Conception of Intelligent Power Plants Based on Multiple Agent Systems -- Neural Networks and Deep Learning -- Author Profiling with doc2vec Neural Network-Based Document Embeddings -- Neural network modelling for dissolved oxygen effects in extensive Litopenaeus vannamei culture -- Neural-network based algorithm for algae detection in automatic inspection of underwater pipelines -- Evolutionary Algorithms -- Study on the Development of Complex Network for Evolutionary and Swarm based Algorithms -- Estimation of Distribution Algorithms based on the Beta Distribution for Bounded Search Spaces -- Automated Analog Synthesis with an Estimation of the Distribution Algorithm -- Mathematical model of glucose metabolism by symbolic regression alpha beta -- Machine Learning -- Jensen inequality with subdifferential for Sugeno integral -- Towards a more general XCS: Classifier fusion and don?t care in actions -- A Novel Artificial Hydrocarbon Networks Based Value Function Approximation in Hierarchical Reinforcement Learning -- Wind power forecasting for the Villonaco wind farm using AI techniques -- Predicting the need of mechanical ventilation in Guillain-Barre patients using machine learning algorithms with relevant features -- A Robust Machine learning Approach to Microprocessor Instructions Identification Final -- Classification and Clustering -- Stochastic Semantic-Based Multi-Objective Genetic Programming Optimisation for Classification of Imbalanced Data -- Consensus Clustering for Binning Metagenome Sequences -- Algorithm for Clustering of Web Search Results from a Hyper-Heuristic approach -- Grouping Business Process Models Based on Multimodal Search and Covering Arrays -- Optimization -- A new method to optimize dynamic environments with global changes using the chickens-hen' algorithm -- Transit Network Frequencies-Setting Problem Solved Using a new Multi-Objective Global-Best Harmony Search Algorithm and Discrete Event Simulation -- Optimal pricing model: case of study for convenience stores -- Method of musical composition for portfolio optimization problem -- Metaheuristic hybridized applied to solve the Capacity Vehicle Routing Problem -- ABC-PSO: An Efficient Bioinspired Metaheuristic for Parameter Estimation in Nonlinear Regression -- Data Mining -- Data mining in EEG wave trains in early stages of Parkinson's disease -- Data Mining in the Analysis of Ocean-Atmosphere Dynamics in Colombia?s Central Caribbean Ocean -- Molecular docking based on ligand by Complexity LMC -- Integrating Information of Films by a Multi-Source Combining Framework -- Graph-Based Algorithms -- Computing the clique-width of Polygonal tree graphs -- A New Approach to Weakening and Destruction of Malicious Internet Networks -- Intelligent Learning Environments -- Toward Optimal Pedagogical Action Patterns by means of Partially Observable Markov Decision Process -- Data-driven construction of a student model using Bayesian networks in an electrical domain -- Strategic Learning Meta-model: A Selection Model of Learning Activities -- CodeTraining: An Authoring Tool for a Gamified Programming Learning Environment -- Generating a Logical Structure for Virtualizing Physiotherapy Instructions through NLP -- Building a Corpus and a Local Binary Pattern Recognizer for Learning-Centered Emotions -- Affective Learning System for Algorithmic Logic Applying Gamification. .
• Publisher Details: Cham : Springer
• Publication Date: 2017
• Extent: 1 online resource (xxvii, 552 pages), illustrations
• Subjects: 006.3; Computer science; Soft computing -- Congresses; Artificial intelligence -- Congresses; Artificial intelligence; Soft computing; Computers -- Information Technology; Computers -- Computer Graphics; Computers -- Hardware -- General; Computers -- Programming -- Algorithms; Information retrieval; Image processing; Computer networking & communications; Algorithms & data structures; Artificial intelligence; Computer vision; Computer network architectures; Computer software; Computers -- Intelligence (AI) & Semantics; Artificial intelligence; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9783319624280; 3319624288
• Related ISBNs: 9783319624273
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed August 10, 2017).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.