Screen LibraryHybrid Artificial Intelligent Systems : 8th International Conference, HAIS 2013, Salamanca, Spain, September 11-13, 2013 : proceedings /
This volume constitutes the proceedings of the 8th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2013, held in Salamanca, Spain, in September 2013. The 68 papers published in this volume were carefully reviewed and selected from 218 submissions. They are organized in topica...
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| Corporate Authors: | ; |
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| Group Author: | ; ; ; ; ; |
| Published: |
Springer,
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| Publisher Address: | Heidelberg : |
| Publication Dates: | [2013] |
| Literature type: | eBook |
| Language: | English |
| Series: |
Lecture notes in computer science, Lecture notes in artificial intelligence,
8073 |
| Subjects: | |
| Online Access: |
http://dx.doi.org/10.1007/978-3-642-40846-5 |
| Summary: |
This volume constitutes the proceedings of the 8th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2013, held in Salamanca, Spain, in September 2013. The 68 papers published in this volume were carefully reviewed and selected from 218 submissions. They are organized in topical sessions on Agents and Multi Agents Systems; HAIS Applications; Classification and Cluster Analysis; Data Mining and Knowledge Discovery; Video and Image Analysis; Bio-inspired Models and Evolutionary Computation; Learning Algorithms; Systems, MAN, and CYBERNETICS; Hybrid Intelligent Systems for Data Mining and Applications; Metaheuristics for Combinatorial Optimization and Modelling Complex Systems. |
| Carrier Form: | 1 online resource (xx, 691 pages) : illustrations. |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: |
9783642408465 (electronic bk.) 364240846X (electronic bk.) |
| Index Number: | Q334 |
| CLC: | TP18-532 |
| Contents: |
Agents and Multi Agents Systems. An Agent Based Implementation of Proactive S-Metaheuristics / An Ontological and Agent-Oriented Modeling Approach for the Specification of Intelligent Ambient Assisted Living Systems for Parkinson Patients / Integration of Self-organization and Cooperation Mechanisms to Enhance Service Discovery / Agent Participation in Context-Aware Workflows / PHAT: Physical Human Activity Tester / HAIS Applications. Support Vector Forecasting of Solar Radiation Values / A Hybrid Fuzzy Approach to Facility Location Decision-Making / Clinical Careflows Aided by Uncertainty Representation Models / A Hybrid Approach for the Verification of Integrity Constraints in Clinical Practice Guidelines / Hippocampus Localization Guided by Coherent Point Drift Registration Using Assembled Point Set / Classification and Cluster Analysis. Network Anomaly Classification by Support Vector Classifiers Ensemble and Non-linear Projection Techniques / Classification Method for Differential Diagnosis Based on the Course of Episode of Care / Movie Recommendation Framework Using Associative Classification and a Domain Ontology / Construction of Sequential Classifier Based on Broken Stick Model / Model and Feature Selection in Hidden Conditional Random Fields with Group Regularization / Data Mining and Knowledge Discovery. A First Approach to Deal with Imbalance in Multi-label Datasets / Simulating a Collective Intelligence Approach to Student Team Formation / A Counting-Based Heuristic for ILP-Based Concept Discovery Systems / Extracting Sequential Patterns Based on User Defined Criteria / Sequence Alignment Adaptation for Process Diagnostics and Delta Analysis / Qualitative Reasoning on Complex Systems from Observations / Reference Data Sets for Spam Detection: Creation, Analysis, Propagation / Monitoring Mental Fatigue through the Analysis of Keyboard and Mouse Interaction Patterns / On Mining Sensitive Rules to Identify Privacy Threats / An Evidential and Context-Aware Recommendation Strategy to Enhance Interactions with Smart Spaces / Information Fusion for Context Awareness in Intelligent Environments / Simply-Integrated Method of Judgments of Expert Knowledge Collected in Databases for Objective Computer-Aided Engineering Systems / A Hybrid Inference Approach for Building Fuzzy DSSs Based on Clinical Guidelines / Hybrid Visualization for Deep Insight into Knowledge Retention in Firms / Video and Image Analysis. Fall Detection Using Kinect Sensor and Fall Energy Image / Modified Dendrite Morphological Neural Network Applied to 3D Object Recognition on RGB-D Data / Diversity Measures for Majority Voting in the Spatial Domain / How Do You Help a Robot to Find a Place? A Supervised Learning Paradigm to Semantically Infer about Places / Study of the Pre-processing Impact in a Facial Recognition System / Bio-inspired Models and Evolutionary Computation. Using ABC Algorithm with Shrinkage Estimator to Identify Biomarkers of Ovarian Cancer from Mass Spectrometry Analysis / Metaoptimization of Differential Evolution by Using Productions of Low-Number of Cycles: The Fitting of Rotation Curves of Spiral Galaxies as Case Study / The Artificial Bee Colony Algorithm Applied to a Self-adaptive Grid Resources Selection Model / A Hybrid Algorithm Combining an Evolutionary Algorithm and a Simulated Annealing Algorithm to Solve a Collaborative Learning Team Building Problem / Addressing Constrained Sampling Optimization Problems Using Evolutionary Algorithms / Genetic Algorithm-Based Allocation and Scheduling for Voltage and Frequency Scalable XMOS Chips / Second Order Swarm Intelligence / Learning Algorithms. Hybrid Approach Using Rough Sets and Fuzzy Logic to Pattern Recognition Task / MLG: Enchancing Multi-label Classification with Modularity-Based Label Grouping / Intelligent System for Channel Prediction in the MIMO-OFDM Wireless Communications Using a Multidimensional Recurrent LS-SVM / Template-Based Synthesis of Plan Execution Monitors / Distributed Privacy-Preserving Minimal Distance Classification / Systems, MAN, and CYBERNETICS. Borderline Kernel Based Over-Sampling / Discrimination of Resting-State fMRI for Schizophrenia Patients with Lattice Computing Based Features / Enhancing Active Learning Computed Tomography Image Segmentation with Domain Knowledge / Evolutionary Ordinal Extreme Learning Machine / Arm Orthosis/Prosthesis Control Based on Surface EMG Signal Extraction / Application Possibilities of Hardware Implemented Hybrid Neural Networks to Support Independent Life of Elderly People / Multi-agent Reactive Planning for Solving Plan Failures / A Discussion on Trust Requirements for a Social Network of Eahoukers / Hybrid Intelligent Systems for Data Mining and Applications. Querying on Fuzzy Surfaces with Vague Queries / Best Fuzzy Partitions to Build Interpretable DSSs for Classification in Medicine / An Experimental Case of Study on the Behavior of Multiple Classifier Systems with Class Noise Datasets / A Sensitivity Analysis for Quality Measures of Quantitative Association Rules / Building a Robust Extreme Learning Machine for Classification in the Presence of Outliers / Handling Inconsistencies in the Revision of Probability Distributions / Creating Knowledge Base from Automatically Extracted Information / A HMM-Based Location Prediction Framework with Location Recognizer Combining k-Nearest Neighbor and Multiple Decision Trees / Noisy Data Set Identification / Density-Based Clustering in Cloud-Oriented Collaborative Multi-Agent Systems / Metaheuristics for Combinatorial Optimization and Modelling Complex Systems. A Hybrid Genetic Algorithm with Variable Neighborhood Search Approach to the Number Partitioning Problem / Human Activity Recognition and Feature Selection for Stroke Early Diagnosis / Using a Hybrid Cellular Automata Topology and Neighborhood in Rule Discovery / An Extension of the FURIA Classification Algorithm to Low Quality Data / |