Adaptive and Intelligent Systems: Second International Conference, ICAIS 2011, Klagenfurt, Austria, September 6-8, 2011. Proceedings

Front Matter....Pages -
The Game-Theoretic Approach to Machine Learning and Adaptation....Pages 1-1
Exploration and Exploitation in Online Learning....Pages 2-2
Towards Online Adaptive Ambient Intelligent Environments for Multiple Occupants....Pages 3-3
The Evolution of Evolutionary Computation....Pages 4-4
Online Identification of the System Order with ANARX Structure....Pages 5-15
Incremental Semi-automatic Correction of Misclassified Spatial Objects....Pages 16-25
On-Line Human Recognition from Video Surveillance Using Incremental SVM on Texture and Color Features....Pages 26-39
An Improved Adaptive PID Controller Based on Online LSSVR with Multi RBF Kernel Tuning....Pages 40-51
An Extended Sliding Mode Learning Algorithm for Type-2 Fuzzy Neural Networks....Pages 52-63
Time Stamping in the Presence of Latency and Drift....Pages 64-75
Artificial Recurrence for Classification of Streaming Data with Concept Shift....Pages 76-87
New Drift Detection Method for Data Streams....Pages 88-97
Learning Curve in Concept Drift While Using Active Learning Paradigm....Pages 98-106
Utility-Based Self-Adaption with Environment Specific Quality Models....Pages 107-118
Self-adaptive Service Monitoring....Pages 119-130
Automatic Task Resolution and Adaptation in Pervasive Environments....Pages 131-144
Subsumption Architecture for Enabling Strategic Coordination of Robot Swarms in a Gaming Scenario....Pages 145-156
Runtime Generation of Robot Control Code from Ontology File....Pages 157-167
Mobile Robot Self-diagnosis with a Bank of Adaptive Particle Filters....Pages 168-179
Emergence of Safe Behaviours with an Intrinsic Reward....Pages 180-191
A Trajectory Tracking Application of Redundant Planar Robot Arm via Support Vector Machines....Pages 192-202
Intelligent Crossroads for Vehicle Platoons Reconfiguration....Pages 203-214
Genetic Algorithm Based Structure Identification for Feedback Control of Nonlinear MIMO Systems....Pages 215-226
Regenerative Abilities in Modular Robots Using Virtual Embryogenesis....Pages 227-237
Using Virtual Embryogenesis in Multi-robot Organisms....Pages 238-247
Adaptive Bearings Vibration Modelling for Diagnosis....Pages 248-259
Hybrid Learning System for Adaptive Complex Event Processing....Pages 260-271
A New Space Defined by Ant Colony Algorithm to Partition Data....Pages 272-284
Extracting and Exploiting Topics of Interests from Social Tagging Systems....Pages 285-296
Border Pairs Method – Constructive MLP Learning Classification Algorithm....Pages 297-307
Ranking-Based Feature Selection Method for Dynamic Belief Clustering....Pages 308-319
Distributed Constraint Programming with Agents....Pages 320-331
A Combinatorial Auction Negotiation Protocol for Time-Restricted Group Decisions....Pages 332-343
A Multi-agent Approach for Adaptive Virtual Organization Using JADE....Pages 344-355
Golden Ratio (Sectiona Aurea) in Markovian Ants AI Hybrid....Pages 356-367
A Memetic Algorithm for Routing in Urban Public Transportation Networks....Pages 368-380
A PDDE-Based Order Scheduling Optimization with Raw Material Uncertainty....Pages 381-392
Evolutionary Discrete Firefly Algorithm for Travelling Salesman Problem....Pages 393-403
Robust Optimization by Means of Vegetative Reproduction....Pages 404-415
Discrete Particle Swarm Optimization for TSP: Theoretical Results and Experimental Evaluations....Pages 416-427
Back Matter....Pages -