Nature-Inspired Computation and Machine Learning
Springer International Publishing (Verlag)
978-3-319-13649-3 (ISBN)
Genetic and Evolutionary Algorithms Performance Classification of Genetic Algorithms on Continuous Optimization Problems.- A Multi-objective Genetic Algorithm for the Software Project Scheduling Problem.- An Effective Method for MOGAs Initialization to Solve the Multi-Objective Next Release Problem.- Extension of the Method of Musical Composition for the Treatment of Multi-objective Optimization Problems.- k-Nearest-Neighbor by Differential Evolution for Time Series Forecasting.- A Binary Differential Evolution with Adaptive Parameters Applied to the Multiple Knapsack Problem.- Neural Networks.- The Best Neural Network Architecture.- On the Connection Weight Space Structure of a Two-Neuron Discrete Neural Network: Bifurcations of the Fixed Point at the Origin.- Stability of Modular Recurrent Trainable Neural Networks.- Intelligent Control of Induction Motor Based Comparative Study: Analysis of Two Topologies.- Auto-Adaptive Neuro-Fuzzy Parameter Regulator for Motor Drive.- Machine Learning.- Voting Algorithms Model with a Support Sets System by Class.- A Meta Classifier by Clustering of Classifiers.- Multiple Kernel Support Vector Machine Problem Is NP-Complete.- Feature Analysis for the Classification of Volcanic Seismic Events Using Support Vector Machines.- A Hierarchical Reinforcement Learning Based Artificial Intelligence for Non-Player Characters in Video Games.- Wind Power Forecasting Using Dynamic Bayesian Models.- Predictive Models Applied to Heavy Duty Equipment Management.- Customer Churn Prediction in Telecommunication Industry: With and without Counter-Example.- Machine Learning Applications to Audio and Text Audio-to-Audio Alignment for Performances Tracking.- Statistical Features Based Noise Type Identification.- Using Values of the Human Cochlea in the Macro and Micro Mechanical Model for Automatic Speech Recognition.- Identification of Vowel Sounds of the Choapan Variant of Zapotec Language.- An Open-Domain Cause-Effect Relation Detection from Paired Nominals.- An Alignment Comparator for Entity Resolution with Multi-valued Attributes.- Data Mining.- Data Mining for Discovering Patterns in Migration.- Horizontal Partititoning of Multimedia Databases Using Hierarchical Agglomerative Clustering.- Classification with Graph-Based Markov Chain.- Solving Binary Cutting Stock with Matheuristics.- Fuzzy Logic.- Nature-Inspired Optimization of Type-2 Fuzzy Systems.- Hierarchical Genetic Algorithms for Fuzzy Inference System Optimization Applied to Response Integration for Pattern Recognition.- Low-Cost Fuzzy-Based Obstacle Avoidance Method for Autonomous Agents.- Fuzzy Controller for a Pneumatic Positioning Nonlinear System.- Yager-Rybalov Triple Operator as a Means of Reducing the Number of Generated Clusters in Unsupervised Anuran Vocalization Recognition.- Robotics, Planning, and Scheduling.- AI-Based Design of a Parallel Robot Used as a Laser Tracker System: Intelligent vs. Nonlinear Classical Controllers.- Simple Direct Propositional Encoding of Cooperative Path Finding Simplified Yet More.- Pendulum Position Based Fuzzy Regulator of the Furuta Pendulum - A Stable Closed-Loop System Design Approach.- A Fast Scheduling Algorithm for Detection and Localization of Hidden Objects Based on Data Gathering in Wireless Sensor Networks.- A Constraint-Based Planner for Mars Express Orbiter.- Biomedical Applications.- Glucose Oxidase Biosensor Modeling by Machine Learning Methods.- On the Breast Mass Diagnosis Using Bayesian Networks.- Predicting the Occurrence of Sepsis by In Silico Simulation.- Data Mining and Machine Learning on the Basis from Reflexive Eye Movements Can Predict Symptom Development in Individual Parkinson's Patients.- Agents That Help to Avoid Hyperthermia in Young Children Left in a Baby Seat Inside an Enclosed Car.
| Erscheint lt. Verlag | 20.11.2014 |
|---|---|
| Reihe/Serie | Lecture Notes in Artificial Intelligence | Lecture Notes in Computer Science |
| Zusatzinfo | XXX, 522 p. 195 illus. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 836 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Schlagworte | Affective computing • Autonomous Agents • biometrics • computer vision • Distributed Systems • evolutionary computation • Fuzzy Logic • Genetic algorithms • image enhancement • Information Retrieval • Linguistics • Memetic Algorithms • Multi-agent Systems • Neural networks • Object detection • Ontology Design • Optimization Problems • pattern recognition • Recommender System • Speech Recognition |
| ISBN-10 | 3-319-13649-6 / 3319136496 |
| ISBN-13 | 978-3-319-13649-3 / 9783319136493 |
| Zustand | Neuware |
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