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Bayesian Networks in R: with Applications in Systems Biology (Use R!)
Bayesian Networks in R: with Applications in Systems Biology (Use R!)
While there have been significant advances in capturing data from the entities across complex real-world systems, their associations and relationships are largely unknown. Associations between the entities may reveal interesting system-level properties that may not be apparent otherwise. Often these associations are hypothesized...
Reasoning with Probabilistic and Deterministic Graphical Models: Exact Algorithms (Synthesis Lectures on Artificial Intelligence and Machine Learning)
Reasoning with Probabilistic and Deterministic Graphical Models: Exact Algorithms (Synthesis Lectures on Artificial Intelligence and Machine Learning)

Graphical models (e.g., Bayesian and constraint networks, influence diagrams, and Markov decision processes) have become a central paradigm for knowledge representation and reasoning in both artificial intelligence and computer science in general. These models are used to perform many reasoning tasks, such as scheduling, planning and...

Hacking Healthcare: A Guide to Standards, Workflows, and Meaningful Use
Hacking Healthcare: A Guide to Standards, Workflows, and Meaningful Use

Ready to take your IT skills to the healthcare industry? This concise book provides a candid assessment of the US healthcare system as it ramps up its use of electronic health records (EHRs) and other forms of IT to comply with the government’s Meaningful Use requirements. It’s a tremendous opportunity for tens of...

Principles of Model Checking
Principles of Model Checking
Our growing dependence on increasingly complex computer and software systems necessitates the development of formalisms, techniques, and tools for assessing functional properties of these systems. One such technique that has emerged in the last twenty years is model checking, which systematically (and automatically) checks whether a model of a...
Spatio-temporal Networks: Modeling and Algorithms (SpringerBriefs in Computer Science)
Spatio-temporal Networks: Modeling and Algorithms (SpringerBriefs in Computer Science)
Spatio-temporal networks (STN)are spatial networks whose topology and/or attributes change with time. These are encountered in many critical areas of everyday life such as transportation networks, electric power distribution grids, and social networks of mobile users. STN modeling and computations raise significant challenges. The model must...
Cryptography and Network Security: Principles and Practice (5th Edition)
Cryptography and Network Security: Principles and Practice (5th Edition)

In this age of universal electronic connectivity, of viruses and hackers, of electronic eavesdropping and electronic fraud, there is indeed no time at which security does not matter.Two trends have come together to make the topic of this book of vital interest. First, the explosive growth in computer systems and their interconnections...

Optimizing Compilers for Modern Architectures: A Dependence-based Approach
Optimizing Compilers for Modern Architectures: A Dependence-based Approach

Modern computer architectures designed with high-performance microprocessors offer tremendous potential gains in performance over previous designs. Yet their very complexity makes it increasingly difficult to produce efficient code and to realize their full potential. This landmark text from two leaders in the field focuses on the pivotal role...

Scaling, Fractals and Wavelets
Scaling, Fractals and Wavelets

Scaling is a mathematical transformation that enlarges or diminishes objects. The technique is used in a variety of areas, including finance and image processing. This book is organized around the notions of scaling phenomena and scale invariance. The various stochastic models commonly used to describe scaling ? self-similarity, long-range...

A Guide to Forensic Testimony: The Art and Practice of Presenting Testimony As An Expert Technical Witness
A Guide to Forensic Testimony: The Art and Practice of Presenting Testimony As An Expert Technical Witness

Information technology is an increasingly large factor in legal proceedings. In cases large and small, from the U.S. Government's antitrust suit against Microsoft Corporation, to civil lawsuits filed over the failure of a network, to criminal cases in which the authenticity of electronic evidence is questioned, the testimony of a technical...

Promoting Sustainable Electricity in Europe: Challenging the Path Dependence of Dominant Energy Systems
Promoting Sustainable Electricity in Europe: Challenging the Path Dependence of Dominant Energy Systems
This is a timely and comparative assessment of initiatives to promote renewable electricity sources (RES) in eight European countries. Carried out by the ProSus research programme at the University of Oslo in cooperation with leading research institutions in each country, the study focuses on the promotional schemes used to foster RES in Austria,...
Digital Communication over Fading Channels: A Unified Approach to Performance Analysis
Digital Communication over Fading Channels: A Unified Approach to Performance Analysis
Regardless of the branch of science or engineering, theoreticians have always been enamored with the notion of expressing their results in the form of closed-form expressions. Quite often, the elegance of the closed-form solution is overshadowed by the complexity of its form and the difficulty in evaluating it numerically. In such instances, one...
Constraint Satisfaction Techniques for Agent-Based Reasoning
Constraint Satisfaction Techniques for Agent-Based Reasoning

An important aspect of multi agent systems are agent reasoning techniques for problem solving, either at the level of a single agent or at the level of distributed collaboration amongst multiple agents.

Constraint Satisfaction Problems (CSP) prove to be a generic framework which can be applied for modeling and solving a wide range...

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