Advances in Soft Computing : 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, Cancún, Mexico, October 23-28, 2016, Proceedings, Part II / edited by Obdulia Pichardo-Lagunas, Sabino Miranda-Jiménez.

Format:

Book

Contributor:

Pichardo Lagunas, Obdulia, editor.

Miranda-Jiménez, Sabino, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence ; 10062.

Lecture Notes in Artificial Intelligence ; 10062

Language:

English

Subjects (All):

Artificial intelligence.

Application software.

Optical data processing.

Computer organization.

Algorithms.

Artificial Intelligence.

Information Systems Applications (incl. Internet).

Image Processing and Computer Vision.

Computer Systems Organization and Communication Networks.

Algorithm Analysis and Problem Complexity.

Local Subjects:

Artificial Intelligence.

Information Systems Applications (incl. Internet).

Image Processing and Computer Vision.

Computer Systems Organization and Communication Networks.

Algorithm Analysis and Problem Complexity.

Physical Description:

1 online resource (XXVII, 552 pages) : 195 illustrations.

Edition:

First edition 2017.

Contained In:

Springer eBooks

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2017.

System Details:

text file PDF

Summary:

The two-volume set LNAI 10061 and 10062 constitutes the proceedings of the 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, held in Cancún, Mexico, in October 2016. The total of 86 papers presented in these two volumes was carefully reviewed and selected from 238 submissions. The contributions were organized in the following topical sections: Part I: natural language processing; social networks and opinion mining; fuzzy logic; time series analysis and forecasting; planning and scheduling; image processing and computer vision; robotics. Part II: general; reasoning and multi-agent systems; neural networks and deep learning; evolutionary algorithms; machine learning; classification and clustering; optimization; data mining; graph-based algorithms; and intelligent learning environments. .

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. .

Other Format:

Printed edition:

ISBN:

978-3-319-62428-0

9783319624280

Access Restriction:

Restricted for use by site license.