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Analysis, Modelling, Optimization, and Numerical Techniques: ICAMI, San Andre…
This book highlights recent compelling research results and trends in various aspects of contemporary mathematics, emphasizing applicabilitions to real-world situations. The chapters present exciting new findings and developments in situations where mathematical rigor is combined with common sense. A multi-disciplinary approach, both within each chapter and in the volume as a whole, leads to pr…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-12583-1
- Collation
- XII, 371
- Series Title
- Springer Proceedings in Mathematics & Statistics
- Call Number
- 001.4 ANA a
Analysis of Single-Cell Data: ODE Constrained Mixture Modeling and Approximat…
Carolin Loos introduces two novel approaches for the analysis of single-cell data. Both approaches can be used to study cellular heterogeneity and therefore advance a holistic understanding of biological processes. The first method, ODE constrained mixture modeling, enables the identification of subpopulation structures and sources of variability in single-cell snapshot data. The second method …
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-658-13234-7
- Collation
- XXI, 92
- Series Title
- BestMasters
- Call Number
- 515.6 LOO a
Analysis and Synthesis for Interval Type-2 Fuzzy-Model-Based Systems
This book develops a set of reference methods capable of modeling uncertainties existing in membership functions, and analyzing and synthesizing the interval type-2 fuzzy systems with desired performances. It also provides numerous simulation results for various examples, which fill certain gaps in this area of research and may serve as benchmark solutions for the readers. Interval type-2 T-S…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-981-10-0593-0
- Collation
- XIX, 257
- Series Title
- -
- Call Number
- 006.3 ANA a
Analysis and Identification of Time-Invariant Systems, Time-Varying Systems, …
This book introduces a new set of orthogonal hybrid functions (HF) which approximates time functions in a piecewise linear manner which is very suitable for practical applications. The book presents an analysis of different systems namely, time-invariant system, time-varying system, multi-delay systems---both homogeneous and non-homogeneous type- and the solutions are obtained in the form of…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-26684-8
- Collation
- XXI, 426
- Series Title
- Studies in Systems, Decision and Control
- Call Number
- 006.3 DEB a
ICT Innovations 2014: World of Data
Data is a common ground, a starting point for each ICT system. Data needs processing, use of different technologies and state-of-the-art methods in order to obtain new knowledge, to develop new useful applications that not only ease, but also increase the quality of life. These applications use the exploration of Big Data, High throughput data, Data Warehouse, Data Mining, Bioinformatics, Robot…
- Edition
- -
- ISBN/ISSN
- -
- Collation
- XVI, 362
- Series Title
- -
- Call Number
- 004
The Physics of Accretion onto Black Holes
This title reviews in-depth research on accretion on all scales, from galactic binaries to intermediate mass and supermassive black holes. Possible future directions of accretion are also discussed. The following main themes are covered: a historical perspective; physical models of accretion onto black holes of all masses; black hole fundamental parameters; and accretion, jets and outflows. An …
- Edition
- -
- ISBN/ISSN
- 978-1-4939-2227-7
- Collation
- VII, 489
- Series Title
- Space Sciences Series of ISSI
- Call Number
- -
Analysis and Computation of Microstructure in Finite Plasticity
This book addresses the need for a fundamental understanding of the physical origin, the mathematical behavior and the numerical treatment of models which include microstructure. Leading scientists present their efforts involving mathematical analysis, numerical analysis, computational mechanics, material modelling and experiment. The mathematical analyses are based on methods from the calculus…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-18242-1
- Collation
- XII, 257
- Series Title
- Lecture Notes in Applied and Computational Mechanics
- Call Number
- 515.7 ANA a
An Introduction to Statistics with Python: With Applications in the Life Scie…
This textbook provides an introduction to the free software Python and its use for statistical data analysis. It covers common statistical tests for continuous, discrete and categorical data, as well as linear regression analysis and topics from survival analysis and Bayesian statistics. Working code and data for Python solutions for each test, together with easy-to-follow Python examples, can …
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-28316-6
- Collation
- XVII, 278
- Series Title
- Statistics and Computing
- Call Number
- 519.5 HAS i
An Introduction to Neural Network Methods for Differential Equations
This book introduces a variety of neural network methods for solving differential equations arising in science and engineering. The emphasis is placed on a deep understanding of the neural network techniques, which has been presented in a mostly heuristic and intuitive manner. This approach will enable the reader to understand the working, efficiency and shortcomings of each neural network tech…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-94-017-9816-7
- Collation
- XIII, 114
- Series Title
- SpringerBriefs in Applied Sciences and Technology
- Call Number
- 515.3 YAD i
An Introduction to Neural Information Processing
This book provides an overview of neural information processing research, which is one of the most important branches of neuroscience today. Neural information processing is an interdisciplinary subject, and the merging interaction between neuroscience and mathematics, physics, as well as information science plays a key role in the development of this field. This book begins with the anatomy of…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-94-017-7393-5
- Collation
- XI, 328
- Series Title
- -
- Call Number
- 616.80076 LIA i
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