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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,...
Data Mining and Knowledge Discovery for Process Monitoring and Control (Advances in Industrial Control)
Data Mining and Knowledge Discovery for Process Monitoring and Control (Advances in Industrial Control)
Modern computer-based control systems are able to collect a large amount of information, display it to operators and store it in databases but the interpretation of the data and the subsequent decision making relies mainly on operators with little computer support. This book introduces developments in automatic analysis and interpretation of...
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...

Beginning Jenkins Blue Ocean: Create Elegant Pipelines With Ease
Beginning Jenkins Blue Ocean: Create Elegant Pipelines With Ease
Dive deep into Jenkins Blue Ocean and discover how easy creating a pipeline can be. You’ll see how Blue Ocean provides a better user experience when designing, running, and visualizing pipelines. This book shows you its intuitive user interface and its powerful pipeline editor and how this makes it a tool for everyone....
Machine Learning for Cyber Physical Systems: Selected papers from the International Conference ML4CPS 2017 (Technologien für die intelligente Automation)
Machine Learning for Cyber Physical Systems: Selected papers from the International Conference ML4CPS 2017 (Technologien für die intelligente Automation)

The work presents new approaches to Machine Learning for Cyber Physical Systems, experiences and visions. It  contains some selected papers from the international Conference ML4CPS – Machine Learning for Cyber Physical Systems, which was held in Lemgo, October 25th-26th, 2017. 

Cyber Physical Systems are...

Home Blood Pressure Monitoring (Updates in Hypertension and Cardiovascular Protection)
Home Blood Pressure Monitoring (Updates in Hypertension and Cardiovascular Protection)

Hypertension remains a leading cause of disability and death worldwide. Self-monitoring of blood pressure by patients at home is currently recommended as a valuable tool for the diagnosis and management of hypertension. Unfortunately, in clinical practice, home blood pressure monitoring is often inadequately implemented, mostly due...

Centrifugal Pumps
Centrifugal Pumps

This handbook summarizes the research results on hydraulic problems in centrifugal pump design and describes the state of the art in a comprehensive way. For this 4th edition, current research results of practical relevance were included. The selection and presentation of the material was oriented towards the needs of pump...

Engineering of Micro/Nano Biosystems: Fundamentals & Applications (Microtechnology and MEMS)
Engineering of Micro/Nano Biosystems: Fundamentals & Applications (Microtechnology and MEMS)

This tutorial book offers an in-depth overview of the fundamental principles of micro/nano technologies and devices related to sensing, actuation and diagnosis in fluidics and biosystems. Research in the MEMS/NEMS and lab-on-chip fields has seen rapid growth in both academic and industrial domains, as these biodevices and...

Advancement of Machine Intelligence in Interactive Medical Image Analysis (Algorithms for Intelligent Systems)
Advancement of Machine Intelligence in Interactive Medical Image Analysis (Algorithms for Intelligent Systems)
The book discusses major technical advances and research findings in the field of machine intelligence in medical image analysis. It examines the latest technologies and that have been implemented in clinical practice, such as computational intelligence in computer-aided diagnosis, biological image analysis, and computer-aided surgery and...
Evaluation and Management of Dysphagia: An Evidence-Based Approach
Evaluation and Management of Dysphagia: An Evidence-Based Approach
This book provides a state-of-the-art overview of dysphagia. The text reviews current evidence behind the diagnosis, evaluation, and management of esophageal disorders that cause dysphagia, including GERD, eosinophilic esophagitis, achalasia, and spastic motor disorders. The book also focuses on the different variants of dysphagia, from...
Intraocular Tumors
Intraocular Tumors
This book aims to cover all aspects of intraocular tumors. The chapters explain diagnosis and treatment plan in detail with the aid of step-by-step descriptions in the form of flow charts. An additional chapter covers imaging modalities that help in diagnosing these conditions. The book is written by subject experts from all over the world....
Nuclear Medicine in Infectious Diseases
Nuclear Medicine in Infectious Diseases

This book is designed as a reference manual that is exceptional in systematically discussing every aspect of nuclear medicine imaging of infections, with careful explanation of the most up-to-date concepts and recent guidelines on diagnostic flowcharts as shared between the EANM, ESR, ESNR, ESCMID, ESC, EACVI, ECCO, ESGAR and EBJIS....

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