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Deep Learning: Practical Neural Networks with Java
Deep Learning: Practical Neural Networks with Java

Build and run intelligent applications by leveraging key Java machine learning libraries

About This Book

  • Develop a sound strategy to solve predictive modelling problems using the most popular machine learning Java libraries.
  • Explore a broad variety of data processing, machine learning,...
DRAWING PROGRAMS: The Theory and Practice of Schematic Functional Programming
DRAWING PROGRAMS: The Theory and Practice of Schematic Functional Programming

A practical guide for learning functional programming directly through the diagrams used to define functions, this book describes, and provides access to, a system that gives a level of support akin to that provided in word processing. The approach used allows the schematic diagrams used in program design to be directly translated into usable...

Modeling the Internet and the Web: Probabilistic Methods and Algorithms
Modeling the Internet and the Web: Probabilistic Methods and Algorithms
The World Wide Web is growing in size at a remarkable rate.  It is a huge evolving system and its data are rife with uncertainties.  Probability and statistics are the fundamental mathematical tools that enable us to model, reason and infer meaningful results from such data.  Modelling the Internet and the Web covers the...
IFRS 9 and CECL Credit Risk Modelling and Validation: A Practical Guide with Examples Worked in R and SAS
IFRS 9 and CECL Credit Risk Modelling and Validation: A Practical Guide with Examples Worked in R and SAS

IFRS 9 and CECL Credit Risk Modelling and Validation covers a hot topic in risk management. Both IFRS 9 and CECL accounting standards require Banks to adopt a new perspective in assessing Expected Credit Losses. The book explores a wide range of models and corresponding validation procedures. The most traditional regression...

Conceptual Modeling - ER 2007: 26th International Conference on Conceptual Modeling
Conceptual Modeling - ER 2007: 26th International Conference on Conceptual Modeling
This book constitutes the refereed proceedings of the 26th International Conference on Conceptual Modeling, ER 2007, held in Auckland, New Zealand, in November 2007.

The 37 revised full papers presented together with 3 keynote lectures were carefully reviewed and selected from 167 submissions. The papers are organized in topical sections on...

Essential MATLAB for Scientists and Engineers
Essential MATLAB for Scientists and Engineers
Based on a teach-yourself approach, the fundamentals of MATLAB are illustrated throughout with many examples from a number of different scientific and engineering areas, such as simulation, population modelling, and numerical methods, as well as from business and everyday life. Some of the examples draw on first-year university level maths, but...
Design and Development of Aircraft Systems (Aerospace Series)
Design and Development of Aircraft Systems (Aerospace Series)

Now covering both conventional and unmanned systems, this is a significant update of the definitive book on aircraft system design

Design and Development of Aircraft Systems, Second Edition is for people who want to understand how industry develops the customer requirement into a fully integrated, tested, and...

Physiological Ecology of Forest Production, Volume 4: Principles, Processes and Models (Terrestrial Ecology)
Physiological Ecology of Forest Production, Volume 4: Principles, Processes and Models (Terrestrial Ecology)

Process-based models open the way to useful predictions of the future growth rate of forests and provide a means of assessing the probable effects of variations in climate and management on forest productivity. As such they have the potential to overcome the limitations of conventional forest growth and yield models, which are based on...

Biomechanics of Cells and Tissues: Experiments, Models and Simulations (Lecture Notes in Computational Vision and Biomechanics)
Biomechanics of Cells and Tissues: Experiments, Models and Simulations (Lecture Notes in Computational Vision and Biomechanics)

The application of methodological approaches and mathematical formalisms proper to Physics and Engineering to investigate and describe biological processes and design biological structures has led to the development of many disciplines in the context of computational biology and biotechnology. The best known applicative domain is tissue...

System Integration: From Transistor Design to Large Scale Integrated Circuits
System Integration: From Transistor Design to Large Scale Integrated Circuits
The development of large-scale integrated systems-on-a-chip has had a dramatic effect on circuit design methodology. Escalating requirements for low-power, high-chip density circuits and systems have resulted in increasingly complex Bipolar, CMOS and BICMOS technologies. In order to design cost-effective and reliable systems a thorough...
An Introduction to Mathematical Models in Ecology and Evolution: Time and Space (Ecological Methods and Concepts)
An Introduction to Mathematical Models in Ecology and Evolution: Time and Space (Ecological Methods and Concepts)
Students often find it difficult to grasp fundamental ecological and evolutionary concepts because of their inherently mathematical nature. Likewise, the application of ecological and evolutionary theory often requires a high degree of mathematical competence.

This book is a first step to addressing these difficulties, providing a broad...

Graphical Models with R (Use R!)
Graphical Models with R (Use R!)
Graphical models in their modern form have been around since the late 1970s and appear today in many areas of the sciences. Along with the ongoing developments of graphical models, a number of different graphical modelling software programs have been written over the years. In recent years many of these software developments have...
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