Advances in Machine Learning and Data Analysis

Buch | Softcover

239 Seiten

2012
Springer (Verlag)
978-94-007-3082-3 (ISBN)

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A large international conference on Advances in Machine Learning and Data Analysis was held in UC Berkeley, California, USA, October 22-24, 2008, under the auspices of the World Congress on Engineering and Computer Science (WCECS 2008). This volume contains sixteen 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. Advances in Machine Learning and Data Analysis offers the state of the art of tremendous advances in machine learning and data analysis and also serves as an excellent reference text for researchers and graduate students, working on machine learning and data analysis.

2D/3D Image Data Analysis for Object Tracking and Classification.- Robot Competence Development by Constructive Learning.- Using Digital Watermarking for Securing Next Generation Media Broadcasts.- A Reduced-Dimension Processor Model.- Hybrid Machine Learning Model for Continuous Microarray Time Series.- An Asymptotic Method to a Financial Optimization Problem.- Analytical Design of Robust Multi-loop PI Controller for Multi-time Delay Processes.- Automatic and Semi-automatic Methods for the Detection of Quasars in Sky Surveys.- Improving Low-Cost Sail Simulator Results by Artificial Neural Networks Models.- Rough Set Approaches to Unsupervised Neural Network Based Pattern Classifier.- A New Robust Combined Method for Auto Exposure and Auto White-Balance.- A Mathematical Analysis Around Capacitive Characteristics of the Current of CSCT: Optimum Utilization of Capacitors of Harmonic Filters.- Harmonic Analysis and Optimum Allocation of Filters in CSCT.- Digital Pen and Paper Technology as a Means of Classroom Administration Relief.- A Conceptual Model for a Network-Based Assessment Security System.- Incorrect Weighting of Absolute Performance in Self-Assessment.

From the reviews:

“This is a collection of papers from a large international conference on advances in machine learning and data analysis … . Readers who work with digital systems … would benefit most from this book. … Each chapter has … a bibliography that helps readers find further references, when needed. … the topics covered in this book should be of great interest to researchers and practitioners who want to apply machine learning technology and data analysis tools to problems in general electrical engineering areas … .” (Xiannong Meng, ACM Computing Reviews, March, 2010)

Reihe/Serie	Lecture Notes in Electrical Engineering ; 48
Zusatzinfo	VIII, 239 p.
Verlagsort	Dordrecht
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
	Informatik ► Theorie / Studium ► Algorithmen
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Computational Modelling • Data Analysis • Database Management • Fuzzy Systems • Intelligent Decision Making • machine learning • optimization algorithms
ISBN-10	94-007-3082-9 / 9400730829
ISBN-13	978-94-007-3082-3 / 9789400730823
Zustand	Neuware