A large international conference on Advances in Machine Learning and Systems Engineering was held in UC Berkeley, California, USA, October 20-22, 2009, under the auspices of the World Congress on Engineering and Computer Science (WCECS 2009). Machine Learning and Systems Engineering contains forty-six revised and extended research articles written by prominent researchers participating in the conference. Topics covered include Expert system, Intelligent decision making, Knowledge-based systems, Knowledge extraction, Data analysis tools, Computational biology, Optimization algorithms, Experiment designs, Complex system identification, Computational modeling, and industrial applications. Machine Learning and Systems Engineering offers the state of the art of tremendous advances in machine learning and systems engineering and also serves as an excellent reference text for researchers and graduate students, working on machine learning and systems engineering.
Author(s): Enrico Stoll, Alvar Saenz-Otero, Brent Tweddle (auth.), Sio-Iong Ao, Burghard Rieger, Mahyar A. Amouzegar (eds.)
Series: Lecture Notes in Electrical Engineering 68
Edition: 1
Publisher: Springer Netherlands
Year: 2010
Language: English
Pages: 614
Tags: Computational Intelligence; Artificial Intelligence (incl. Robotics); Systems and Data Security
Front Matter....Pages i-xxii
Multimodal Human Spacecraft Interaction in Remote Environments....Pages 1-15
A Framework for Collaborative Aspects of Intelligent Service Robot....Pages 17-29
Piecewise Bezier Curves Path Planning with Continuous Curvature Constraint for Autonomous Driving....Pages 31-45
Combined Heuristic Approach to Resource-Constrained Project Scheduling Problem....Pages 47-57
A Development of Data-Logger for Indoor Environment....Pages 59-69
Multiobjective Evolutionary Optimization and Machine Learning: Application to Renewable Energy Predictions....Pages 71-82
Hybriding Intelligent Host-Based and Network-Based Stepping Stone Detections....Pages 83-95
Open Source Software Use in City Government....Pages 97-109
Pheromone-Balance Driven Ant Colony Optimization with Greedy Mechanism....Pages 111-119
Study of Pitchfork Bifurcation in Discrete Hopfield Neural Network....Pages 121-130
Grammatical Evolution and STE Criterion....Pages 131-142
Data Quality in ANFIS Based Soft Sensors....Pages 143-155
The Meccano Method for Automatic Volume Parametrization of Solids....Pages 157-167
A Buck Converter Model for Multi-Domain Simulations....Pages 169-181
The Computer Simulation of Shaping in Rotating Electrical Discharge Machining....Pages 183-195
Parameter Identification of a Nonlinear Two Mass System Using Prior Knowledge....Pages 197-211
Adaptive and Neural Learning for Biped Robot Actuator Control....Pages 213-225
Modeling, Simulation, and Analysis for Battery Electric Vehicles....Pages 227-241
Modeling Confined Jets with Particles and Swril....Pages 243-256
Robust Tracking and Control of MIMO Processes with Input Saturation and Unknown Disturbance....Pages 257-268
Analysis of Priority Rule-Based Scheduling in Dual-Resource-Constrained Shop-Floor Scenarios....Pages 269-281
A Hybrid Framework for Servo-Actuated Systems Fault Diagnosis....Pages 283-296
Multigrid Finite Volume Method for FGF-2 Transport and Binding....Pages 297-310
Integrated Mining Fuzzy Association Rules For Mineral Processing State Identification....Pages 311-325
A Combined Cycle Power Plant Simulator: A Powerful, Competitive, and Useful Tool for Operator’s Training....Pages 327-339
Texture Features Extraction in Mammograms Using Non-Shannon Entropies....Pages 341-351
A Wideband DOA Estimation Method Based on Arbitrary Group Delay....Pages 353-358
Spatial Speaker Spatial Positioning of Synthesized Speech in Java....Pages 359-371
Commercial Break Detection and Content Based Video Retrieval....Pages 373-383
ClusterDAM: Clustering Mechanism for Delivery of Adaptive Multimedia Content in Two-Hop Wireless Networks....Pages 385-396
Ranking Intervals in Complex Stochastic Boolean Systems Using Intrinsic Ordering....Pages 397-410
Predicting Memory Phases....Pages 411-421
Information Security Enhancement to Public–Key Cryptosystem Through Magic Squares....Pages 423-437
Resource Allocation for Grid Applications: An Economy Model....Pages 439-449
A Free and Didactic Implementation of the SEND Protocol for IPv6....Pages 451-463
A Survey of Network Benchmark Tools....Pages 465-480
Hybrid Stock Investment Strategy Decision Support System....Pages 481-493
Towards Performance Analysis of Ad hoc Multimedia Network....Pages 495-506
Towards the Performance Optimization of Public-key Algorithms Using Fuzzy Modular Arithematic and Addition Chain....Pages 507-519
RBDT-1 Method: Combining Rules and Decision Tree Capabilities....Pages 521-532
Computational and Theoretical Concepts for Regulating Stem Cells Using Viral and Physical Methods....Pages 533-546
DFA, a Biomedical Checking Tool for the Heart Control System....Pages 547-556
Generalizations in Mathematical Epidemiology....Pages 557-568
Review of Daily Physical Activity Monitoring System Based on Single Triaxial Accelerometer and Portable Data Measurement Unit....Pages 569-580
A Study of the Protein Folding Problem by a Simulation Model....Pages 581-593
Analysing Multiobjective Fitness Function with Finite State Automata....Pages 595-606
Back Matter....Pages 607-612
