Innovations in Hybrid Intelligent Systems
Hybrid Artificial Intelligence Systems (HAIS) combines symbolic and sub-symbolic techniques to construct more robust and reliable problem solving models. This volume focused on "Hybrid Artificial Intelligence Systems" contains a collection of papers that were presented at the 2nd Internati...
| Other Authors: | , , |
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| Format: | eBook |
| Language: | English |
| Published: |
Berlin, Heidelberg
Springer Berlin Heidelberg
2007, 2007
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| Edition: | 1st ed. 2007 |
| Series: | Advances in Intelligent and Soft Computing
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- An Architecture to Support Programming Algorithm Learning by Problem Solving
- Explain a Weblog Community
- Implementing Data Mining to Improve a Game Board Based on Cultural Algorithms
- Ensemble of Support Vector Machines to Improve the Cancer Class Prediction Based on the Gene Expression Profiles
- NATPRO-C13 — An Interactive Tool for the Structural Elucidation of Natural Compounds
- Application of Chemoinformatic Tools for the Analysis of Virtual Screening Studies of Tubulin Inhibitors
- Identification of Glaucoma Stages with Artificial Neural Networks Using Retinal Nerve Fibre Layer Analysis and Visual Field Parameters
- Dimensional Reduction in the Protein Secondary Structure Prediction — Nonlinear Method Improvements
- Other Applications
- Focused Crawling for Retrieving Chemical Information
- Optimal Portfolio Selection with Threshold in Stochastic Market
- Classification Based on Association Rules for Adaptive Web Systems
- Statistical Selection of Relevant Features to Classify Random, Scale Free and Exponential Networks
- Open Partner Grid Service Architecture in eBusiness
- Machine Learning to Analyze Migration Parameters in Parallel Genetic Algorithms
- Collaborative Evolutionary Swarm Optimization with a Gauss Chaotic Sequence Generator
- A New PSO Algorithm with Crossover Operator for Global Optimization Problems
- Solving Bin Packing Problem with a Hybridization of Hard Computing and Soft Computing
- Design of Artificial Neural Networks Based on Genetic Algorithms to Forecast Time Series
- Experimental Analysis for the Lennard-Jones Problem Solution
- Application of Genetic Algorithms to Strip Hot Rolling Scheduling
- Synergy of PSO and Bacterial Foraging Optimization — A Comparative Study on Numerical Benchmarks
- Artificial Vision
- Bayes-Based Relevance Feedback Method for CBIR
- A Novel Hierarchical Block Image Retrieval Scheme Based Invariant Features
- A New Unsupervised Hybrid Classifier for Natural Textures in Images
- Visual Texture Characterization of Recycled Paper Quality
- Case-Based Reasoning
- Hybrid Artificial Intelligence Systems
- Hybrid Artificial Intelligence Systems
- Agents and Multiagent Systems
- Analysis of Emergent Properties in a Hybrid Bio-inspired Architecture for Cognitive Agents
- Using Semantic Causality Graphs to Validate MAS Models
- A Multiagent Framework to Animate Socially Intelligent Agents
- Context Aware Hybrid Agents on Automated Dynamic Environments
- Sensitive Stigmergic Agent Systems — A Hybrid Approach to Combinatorial Optimization
- Fuzzy Systems
- Agent-Based Social Modeling and Simulation with Fuzzy Sets
- Stage-Dependent Fuzzy-valued Loss Function in Two-Stage Binary Classifier
- A Feature Selection Method Using a Fuzzy Mutual Information Measure
- Interval Type-2 ANFIS
- A Vision-Based Hybrid Classifier for Weeds Detection in Precision Agriculture Through the Bayesian and Fuzzy k-Means Paradigms
- Artificial Neural Networks
- Development of Multi-output Neural Networks for Data Integration — A Case Study
- Combining Improved FYDPS Neural Networks and Case-Based Planning — A Case Study
- CBR Contributions to Argumentation in MAS
- Case-Base Maintenance in an Associative Memory Organized by a Self-Organization Map
- Hybrid Multi Agent-Neural Network Intrusion Detection with Mobile Visualization
- Learning Models
- Knowledge Extraction from Environmental Data Through a Cognitive Architecture
- A Model of Affective Entities for Effective Learning Environments
- Bioinformatics
- Image Restoration in Electron Cryotomography — Towards Cellular Ultrastructure at Molecular Level
- SeqTrim — A Validation and Trimming Tool for All Purpose Sequence Reads
- A Web Tool to DiscoverFull-Length Sequences — Full-Lengther
- Discovering the Intrinsic Dimensionality of BLOSUM Substitution Matrices Using Evolutionary MDS
- Autonomous FYDPS Neural Network-Based Planner Agent for Health Care in Geriatric Residences
- Structure-Preserving Noise Reduction in Biological Imaging
- Combined Projection and Kernel Basis Functions for Classification in Evolutionary Neural Networks
- Modeling Heterogeneous Data Sets with Neural Networks
- A Computational Model of the Equivalence Class Formation Psychological Phenomenon
- Data Security Analysis Using Unsupervised Learning and Explanations
- Finding Optimal Model Parameters by Discrete Grid Search
- Clustering and Multiclassfier Systems
- A Hybrid Algorithm for Solving Clustering Problems
- Clustering Search Heuristic for the Capacitated p-Median Problem
- Experiments with Trained and Untrained Fusers
- Fusion of Visualization Induced SOM
- Robots
- Open Intelligent Robot Controller Based on Field-Bus and RTOS
- Evolutionary Controllers for Snake Robots Basic Movements
- Evolution of Neuro-controllers for Multi-link Robots
- Solving Linear DifferenceEquations by Means of Cellular Automata
- Metaheuristics and Optimization Models
- Automated Classification Tree Evolution Through Hybrid Metaheuristics