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Author  Title  Accn#  Year  Item Type  Claims 
1 
Boccara, Nino 
Modeling Complex Systems 
I05653 
2010 
eBook 

2 
Reichardt, J??rg 
Structure in Complex Networks 
I05558 
2009 
eBook 

3 
Murtagh, Fionn 
Multivariate Data Analysis 
I03429 
1987 
eBook 

4 
Sanz, Jorge L.C 
Radon and Projection TransformBased Computer Vision 
I02865 
1988 
eBook 


1.


Title  Modeling Complex Systems 
Author(s)  Boccara, Nino 
Publication  New York, NY, Springer New York, 2010. 
Description  XVIII, 490 p : online resource 
Abstract Note  Modeling Complex Systems, 2nd Edition, explores the process of modeling complex systems, providing examples from such diverse fields as ecology, epidemiology, sociology, seismology, and economics. It illustrates how models of complex systems are built and provides indispensable mathematical tools for studying their dynamics. This vital introductory text is useful for advanced undergraduate students in various scientific disciplines, and serves as an important reference book for graduate students and young researchers. This enhanced second edition includes: . recent research results and bibliographic references extra footnotes which provide biographical information on cited scientists who have made significant contributions to the field new and improved workedout examples to aid a student???s comprehension of the content exercises to challenge the reader and complement the material Nino Boccara is also the author of Essentials of Mathematica: With Applications to Mathematics and Physics (Springer, 2007) 
ISBN,Price  9781441965622 
Keyword(s)  1. Algorithm Analysis and Problem Complexity
2. ALGORITHMS
3. COMPLEX SYSTEMS
4. Computational Mathematics and Numerical Analysis
5. Computational Science and Engineering
6. Computer mathematics
7. COMPUTER SIMULATION
8. DYNAMICAL SYSTEMS
9. EBOOK
10. EBOOK  SPRINGER
11. Numerical and Computational Physics, Simulation
12. PHYSICS
13. Simulation and Modeling
14. STATISTICAL PHYSICS

Item Type  eBook 
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Accession#  
Call#  Status  Issued To  Return Due On  Physical Location 
I05653 


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2.


Title  Structure in Complex Networks 
Author(s)  Reichardt, J??rg 
Publication  Berlin, Heidelberg, Springer Berlin Heidelberg, 2009. 
Description  XIII, 151 p : online resource 
Abstract Note  In the modern world of gigantic datasets, which scientists and practioners of all fields of learning are confronted with, the availability of robust, scalable and easytouse methods for pattern recognition and data mining are of paramount importance, so as to be able to cope with the avalanche of data in a meaningful way. This concise and pedagogical research monograph introduces the reader to two specific aspects  clustering techniques and dimensionality reduction  in the context of complex network analysis. The first chapter provides a short introduction into relevant graph theoretical notation; chapter 2 then reviews and compares a number of cluster definitions from different fields of science. In the subsequent chapters, a firstprinciples approach to graph clustering in complex networks is developed using methods from statistical physics and the reader will learn, that even today, this field significantly contributes to the understanding and resolution of the related statistical inference issues. Finally, an application chapter examines realworld networks from the economic realm to show how the network clustering process can be used to deal with large, sparse datasets where conventional analyses fail 
ISBN,Price  9783540878339 
Keyword(s)  1. Algorithm Analysis and Problem Complexity
2. ALGORITHMS
3. ARTIFICIAL INTELLIGENCE
4. COMPLEX SYSTEMS
5. COMPUTERS
6. DYNAMICAL SYSTEMS
7. EBOOK
8. EBOOK  SPRINGER
9. ECONOMIC THEORY
10. Economic Theory/Quantitative Economics/Mathematical Methods
11. STATISTICAL PHYSICS
12. Statistical Physics and Dynamical Systems
13. Theory of Computation

Item Type  eBook 
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Accession#  
Call#  Status  Issued To  Return Due On  Physical Location 
I05558 


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3.


Title  Multivariate Data Analysis 
Author(s)  Murtagh, Fionn;Heck, Andre 
Publication  Dordrecht, Springer Netherlands, 1987. 
Description  224 p : online resource 
Abstract Note  Interest in statistical methodology is increasing so rapidly in the astronomical community that accessible introductory material in this area is long overdue. This book fills the gap by providing a presentation of the most useful techniques in multivariate statistics. A wideranging annotated set of general and astronomical bibliographic references follows each chapter, providing valuable entrypoints for research workers in all astronomical subdisciplines. Although the applications considered focus on astronomy, the algorithms used can be applied to similar problems in other branches of science. Fortran programs are provided for many of the methods described 
ISBN,Price  9789400937895 
Keyword(s)  1. Algorithm Analysis and Problem Complexity
2. ALGORITHMS
3. ASTRONOMY
4. Astronomy, Astrophysics and Cosmology
5. ASTROPHYSICS
6. EBOOK
7. EBOOK  SPRINGER
8. Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences
9. Statistics??

Item Type  eBook 
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Accession#  
Call#  Status  Issued To  Return Due On  Physical Location 
I03429 


On Shelf 




4.
 
Title  Radon and Projection TransformBased Computer Vision : Algorithms, A Pipeline Architecture, and Industrial Applications 
Author(s)  Sanz, Jorge L.C;Hinkle, Eric B;Jain, Anil K 
Publication  Berlin, Heidelberg, Springer Berlin Heidelberg, 1988. 
Description  VIII, 123 p : online resource 
Abstract Note  This book deals with novel machine vision architecture ideas that make realtime projectionbased algorithms a reality. The design is founded on rastermode processing, which is exploited in a powerful and flexible pipeline. We concern ourselves with several image analysis algorithms for computing: projections of graylevel images along linear patterns (i. e. , the Radon transform) and other curved contours; convex hull approximations; the Hough transform for line and curve detection; diameters; moments and principal components, etc. Addition?? ally, we deal with an extensive list of key image processing tasks, which involve generating: discrete approximations of the inverse Radon transform operator; computer tomography reconstructions; twodimensional convolutions; rotations and translations; multicolor digital masks; the discrete Fourier transform in polar coordinates; autocorrelations, etc. Both the image analysis and image processing algorithms are supported by a similar architecture. We will also of some of the above algorithms to the solution of demonstrate the applicability various industrial visual inspection problems. The algorithms and architectural ideas surveyed here unleash the power of the Radon and other nonlinear transformations for machine vision applications. We provide fast methods to transform images into projection space representa?? tions and to backtrace projectionspace information into the image domain. The novelty of this approach is that the above algorithms are suitable for implementa?? tion in a pipeline architecture. Specifically, random access memory and other dedicated hardware components which are necessary for implementation of clas?? sical techniques are not needed for our algorithms 
ISBN,Price  9783642730122 
Keyword(s)  1. Algorithm Analysis and Problem Complexity
2. ALGORITHMS
3. EBOOK
4. EBOOK  SPRINGER

Item Type  eBook 
MultiMedia Links
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Accession#  
Call#  Status  Issued To  Return Due On  Physical Location 
I02865 


On Shelf 



 