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Android Malware Detection using Machine Learning

Data-Driven Fingerprinting and Threat Intelligence

by ElMouatez Billah Karbab, Mourad Debbabi, Abdelouahid Derhab, Djedjiga Mouheb ...

Series Book 86 - Advances in Information Security
The authors develop a malware fingerprinting framework to cover accurate android malware detection and family attribution in this book. The authors emphasize the following: (1) the scalability over a large malware corpus; (2) the resiliency to common obfuscation techniques; (3) the portability over different platforms and architectures.First, the authors propose an approximate fingerprinting ... Read more

$170.99 USD

The authors develop a malware fingerprinting framework to cover accurate android malware detection and family attribution in this book. The authors emphasize the following: (1) the scalability over a large malware corpus; (2) the resiliency to common obfuscation techniques; (3) the portability over different platforms and architectures.First, the authors propose an approximate fingerprinting
... Read more
Signal and Image Processing for Remote Sensing

Edited by C.H. Chen ...

Series series Signal and Image Processing of Earth Observations
Advances in signal and image processing for remote sensing have been tremendous in recent years. The progress has been particularly significant with the use of deep learning based techniques to solve remote sensing problems. These advancements are the focus of this third edition of Signal and Image Processing for Remote Sensing. It emphasizes the use of machine learning approaches for the ... Read more

$234.99 USD

Advances in signal and image processing for remote sensing have been tremendous in recent years. The progress has been particularly significant with the use of deep learning based techniques to solve remote sensing problems. These advancements are the focus of this third edition of Signal and Image Processing for Remote Sensing. It emphasizes the use of machine learning approaches for the
... Read more
Ground Based Synthetic Aperture Radar

by Motoyuki Sato, Weike Feng, Yuta Izumi, Amila Karunathilake ...

Series series SAR Remote Sensing
Ground based synthetic aperture radar (GB-SAR) is used to effectively mitigate natural disasters and monitor social infrastructure such as bridges, dams, and airport pavement surfaces. This book explains the fundamentals of radar technology, the principles of synthetic aperture radar (SAR) image generation, and interferometric SAR (InSAR) processing for observing small ground surface deformation ... Read more

$135.99 USD

Ground based synthetic aperture radar (GB-SAR) is used to effectively mitigate natural disasters and monitor social infrastructure such as bridges, dams, and airport pavement surfaces. This book explains the fundamentals of radar technology, the principles of synthetic aperture radar (SAR) image generation, and interferometric SAR (InSAR) processing for observing small ground surface deformation
... Read more
Human-Centered Solutions through Human-Computer Interaction

From Healthcare to Smart Environments

Edited by Arvind Sharma, Samiya Khan, Ashima Yadav ...

The book covers the strategies and frameworks for designing and developing intelligent systems to solve real-life problems related to digital health, telemedicine, and smart-cities applications.Covers the essence of human-computer interaction in healthcare applications, along with possibilities with generative artificial intelligenceDiscusses quality use of human cognition for the design and ... Read more

$244.99 USD

The book covers the strategies and frameworks for designing and developing intelligent systems to solve real-life problems related to digital health, telemedicine, and smart-cities applications.Covers the essence of human-computer interaction in healthcare applications, along with possibilities with generative artificial intelligenceDiscusses quality use of human cognition for the design and
... Read more
Moon-Based Synthetic Aperture Radar

A Signal Processing Prospect

by Zhen Xu, Kun-Shan Chen ...

Series series SAR Remote Sensing
Lunar explorations have received increasing attention in recent years with tremendous application values, including using the Moon as a remote sensing platform for Earth observation. As an active sensor, the Synthetic Aperture Radar (SAR) can detect changes in the atmosphere, terrain, and ocean. Moon-based SAR, complementary to the spaceborne SAR systems, expands our capabilities of watching and ... Read more

$84.99 USD

Lunar explorations have received increasing attention in recent years with tremendous application values, including using the Moon as a remote sensing platform for Earth observation. As an active sensor, the Synthetic Aperture Radar (SAR) can detect changes in the atmosphere, terrain, and ocean. Moon-based SAR, complementary to the spaceborne SAR systems, expands our capabilities of watching and
... Read more
The Radon Transform and Local Tomography

by Alexander G. Ramm, Alex I. Katsevich ...

Over the past decade, the field of image processing has made tremendous advances. One type of image processing that is currently of particular interest is "tomographic imaging," a technique for computing the density function of a body, or discontinuity surfaces of this function. Today, tomography is widely used, and has applications in such fields as medicine, engineering, physics, geophysics, and ... Read more

$91.99 USD

Over the past decade, the field of image processing has made tremendous advances. One type of image processing that is currently of particular interest is "tomographic imaging," a technique for computing the density function of a body, or discontinuity surfaces of this function. Today, tomography is widely used, and has applications in such fields as medicine, engineering, physics, geophysics, and
... Read more
Statistical Inference via Data Science

A ModernDive into R and the Tidyverse

by Chester Ismay, Albert Y. Kim, Arturo Valdivia ...

Series series Chapman & Hall/CRC The R Series
Statistical Inference via Data Science: A ModernDive into R and the Tidyverse, Second Edition offers a comprehensive guide to learning statistical inference with data science tools widely used in industry, academia, and government. The first part of this book introduces the tidyverse suite of R packages, including ggplot2 for data visualization and dplyr for data wrangling. The second part ... Read more

$96.99 USD

Statistical Inference via Data Science: A ModernDive into R and the Tidyverse, Second Edition offers a comprehensive guide to learning statistical inference with data science tools widely used in industry, academia, and government. The first part of this book introduces the tidyverse suite of R packages, including ggplot2 for data visualization and dplyr for data wrangling. The second part
... Read more
Software Engineering for Image Processing Systems

by Philip A. Laplante ...

Software Engineering for Image Processing Systems creates a modern engineering framework for the specification, design, coding, testing, and maintenance of image processing software and systems. The text is designed to benefit not only software engineers, but also workers with backgrounds in mathematics, the physical sciences, and other engineering ... Read more

$77.99 USD

Software Engineering for Image Processing Systems creates a modern engineering framework for the specification, design, coding, testing, and maintenance of image processing software and systems. The text is designed to benefit not only software engineers, but also workers with backgrounds in mathematics, the physical sciences, and other engineering
... Read more
Nonparametric Statistics on Manifolds and Their Applications to Object Data Analysis

by Victor Patrangenaru, Leif Ellingson ...

A New Way of Analyzing Object Data from a Nonparametric ViewpointNonparametric Statistics on Manifolds and Their Applications to Object Data Analysis provides one of the first thorough treatments of the theory and methodology for analyzing data on manifolds. It also presents in-depth applications to practical problems arising in a variety of fields ... Read more

$70.99 USD

A New Way of Analyzing Object Data from a Nonparametric ViewpointNonparametric Statistics on Manifolds and Their Applications to Object Data Analysis provides one of the first thorough treatments of the theory and methodology for analyzing data on manifolds. It also presents in-depth applications to practical problems arising in a variety of fields
... Read more
Computer-Generated Phase-Only Holograms for 3D Displays

A Matlab Approach

by Peter Wai Ming Tsang ...

'Phase-only Fresnel holograms,' which can be displayed on a single SLM without the need for lenses or complicated optical accessories, substantially simplifies 3-D holographic display systems. Exploring essential concepts, theories, and formulations of these phase-only Fresnel holograms, this book provides comprehensive coverage of modern methods for generating such holograms, which pave the way ... Read more

$146.79 USD

'Phase-only Fresnel holograms,' which can be displayed on a single SLM without the need for lenses or complicated optical accessories, substantially simplifies 3-D holographic display systems. Exploring essential concepts, theories, and formulations of these phase-only Fresnel holograms, this book provides comprehensive coverage of modern methods for generating such holograms, which pave the way
... Read more
Modern Metaheuristics in Image Processing

by Diego Oliva, Noe Ortega-Sánchez, Salvador Hinojosa, Marco Pérez-Cisneros ...

The use of metaheuristic algorithms (MA) has been increasing in recent years, and the image processing field is not the exempted of their application. In the last two years a big amount of MA has been introduced as alternatives for solving complex optimization problems. This book collects the most prominent MA of the 2019 and 2020 and verifies its use in image processing tasks. In addition, ... Read more

$30.99 USD

The use of metaheuristic algorithms (MA) has been increasing in recent years, and the image processing field is not the exempted of their application. In the last two years a big amount of MA has been introduced as alternatives for solving complex optimization problems. This book collects the most prominent MA of the 2019 and 2020 and verifies its use in image processing tasks. In addition,
... Read more
Handbook of Systems Engineering and Analysis of Electro-Optical and Infrared Systems

Applications, Tools, and Techniques

by William Wolfgang Arrasmith ...

There has been a lot of innovation in systems engineering and some fundamental advances in the field of optics, imaging, lasers, and photonics that warrant attention. This volume focuses on applications, tools, and techniques of systems engineering‑related topics from government, industrial, and academic settings such as development and operations (DevOps), agile methods, and the concept of the ... Read more

Was $77.99 USD Now $69.99 USD

There has been a lot of innovation in systems engineering and some fundamental advances in the field of optics, imaging, lasers, and photonics that warrant attention. This volume focuses on applications, tools, and techniques of systems engineering‑related topics from government, industrial, and academic settings such as development and operations (DevOps), agile methods, and the concept of the
... Read more
Handbook of Research on Thrust Technologies’ Effect on Image Processing

Edited by Binay Kumar Pandey, Digvijay Pandey, Rohit Anand, Deepak S. Mane, Vinay Kumar Nassa ...

Image processing integrates and extracts data from photos for a variety of uses. Applications for image processing are useful in many different disciplines. A few examples include remote sensing, space applications, industrial applications, medical imaging, and military applications. Imaging systems come in many different varieties, including those used for chemical, optical, thermal, medicinal, ... Read more

$332.99 USD

Image processing integrates and extracts data from photos for a variety of uses. Applications for image processing are useful in many different disciplines. A few examples include remote sensing, space applications, industrial applications, medical imaging, and military applications. Imaging systems come in many different varieties, including those used for chemical, optical, thermal, medicinal,
... Read more
Spatial Analysis for Radar Remote Sensing of Tropical Forests

by Gianfranco D. De Grandi, Elsa Carla De Grandi ...

Series series SAR Remote Sensing
This book is based on the authors’ extensive involvement in Synthetic Aperture Radar (SAR) mapping projects, targeting the health of an earth ecosystem with great relevance for climate change studies: the tropical forests. The subject is developed from a vantage point provided by analysis in a combined space, scale (frequency), time, wavelength, polarization domain. The combination of space and ... Read more

Was $77.99 USD Now $69.99 USD

This book is based on the authors’ extensive involvement in Synthetic Aperture Radar (SAR) mapping projects, targeting the health of an earth ecosystem with great relevance for climate change studies: the tropical forests. The subject is developed from a vantage point provided by analysis in a combined space, scale (frequency), time, wavelength, polarization domain. The combination of space and
... Read more
Machine Learning and Deep Learning Techniques for Medical Image Recognition

Edited by Ben Othman Soufiene, Chinmay Chakraborty ...

Series series Advances in Smart Healthcare Technologies
Machine Learning and Deep Learning Techniques for Medical Image Recognition comprehensively reviews deep learning-based algorithms in medical image analysis problems including medical image processing. It includes a detailed review of deep learning approaches for semantic object detection and segmentation in medical image computing and large-scale radiology database mining. A particular focus is ... Read more

$73.99 USD

Machine Learning and Deep Learning Techniques for Medical Image Recognition comprehensively reviews deep learning-based algorithms in medical image analysis problems including medical image processing. It includes a detailed review of deep learning approaches for semantic object detection and segmentation in medical image computing and large-scale radiology database mining. A particular focus is
... Read more
Image Analysis and Modeling in Ophthalmology

Edited by Eddie Y. K. Ng, U. Rajendra Acharya, Jasjit S. Suri, Aurelio Campilho ...

Successful thermal modeling of the human eye helps in the early diagnosis of eye abnormalities such as inflammation, cataracts, diabetic retinopathy, and glaucoma-all leading causes of blindness. This book presents a unified work of eye imaging and modeling techniques that have been proposed and applied to ophthalmologic problems. It delves into various morphological, texture, higher order spectra ... Read more

$145.99 USD

Successful thermal modeling of the human eye helps in the early diagnosis of eye abnormalities such as inflammation, cataracts, diabetic retinopathy, and glaucoma-all leading causes of blindness. This book presents a unified work of eye imaging and modeling techniques that have been proposed and applied to ophthalmologic problems. It delves into various morphological, texture, higher order spectra
... Read more
Supervised and Unsupervised Pattern Recognition

Feature Extraction and Computational Intelligence

Edited by Evangelia Miche Tzanakou ...

Series series Industrial Electronics
There are many books on neural networks, some of which cover computational intelligence, but none that incorporate both feature extraction and computational intelligence, as Supervised and Unsupervised Pattern Recognition does. This volume describes the application of a novel, unsupervised pattern recognition scheme to the classification of various types of waveforms and images. This substantial ... Read more

$233.99 USD

There are many books on neural networks, some of which cover computational intelligence, but none that incorporate both feature extraction and computational intelligence, as Supervised and Unsupervised Pattern Recognition does. This volume describes the application of a novel, unsupervised pattern recognition scheme to the classification of various types of waveforms and images. This substantial
... Read more
OTDR: Manuale Pratico di Base

by Simone Cavigli ...

Lo scopo che l'autore si è prefissato con questo manuale è stato quello di condividere le conoscenze acquisite nell'utilizzo dell'OTDR. Gran parte del lavoro è dedicato ad immagini di tracce OTDR, correlate a spiegazioni nel dettaglio di ogni evento, in quanto è necessario valutare più diagrammi possibili per ritenersi esperti di questo strumento. Ciascuna delle sezioni del manuale riporta esempi ... Read more

$10.99 USD

Lo scopo che l'autore si è prefissato con questo manuale è stato quello di condividere le conoscenze acquisite nell'utilizzo dell'OTDR. Gran parte del lavoro è dedicato ad immagini di tracce OTDR, correlate a spiegazioni nel dettaglio di ogni evento, in quanto è necessario valutare più diagrammi possibili per ritenersi esperti di questo strumento. Ciascuna delle sezioni del manuale riporta esempi
... Read more
Hybrid Encryption Algorithms over Wireless Communication Channels

by Mai Helmy Shaheen ...

This book presents novel hybrid encryption algorithms that possess many different characteristics. In particular, “Hybrid Encryption Algorithms over Wireless Communication Channels”, examines encrypted image and video data for the purpose of secure wireless communications. A study of two different families of encryption schemes are introduced: namely, permutation-based and diffusion-based schemes. ... Read more

$65.99 USD

This book presents novel hybrid encryption algorithms that possess many different characteristics. In particular, “Hybrid Encryption Algorithms over Wireless Communication Channels”, examines encrypted image and video data for the purpose of secure wireless communications. A study of two different families of encryption schemes are introduced: namely, permutation-based and diffusion-based schemes.
... Read more
The Text Mining Handbook

Advanced Approaches in Analyzing Unstructured Data

by Ronen Feldman, James Sanger ...

Text mining is a new and exciting area of computer science research that tries to solve the crisis of information overload by combining techniques from data mining, machine learning, natural language processing, information retrieval, and knowledge management. Similarly, link detection – a rapidly evolving approach to the analysis of text that shares and builds upon many of the key elements of ... Read more

$89.99 USD

Text mining is a new and exciting area of computer science research that tries to solve the crisis of information overload by combining techniques from data mining, machine learning, natural language processing, information retrieval, and knowledge management. Similarly, link detection – a rapidly evolving approach to the analysis of text that shares and builds upon many of the key elements of
... Read more
Ensemble Learning: Pattern Classification Using Ensemble Methods (Second Edition)

by Lior Rokach ...

Series Book 85 - Series In Machine Perception And Artificial Intelligence
This updated compendium provides a methodical introduction with a coherent and unified repository of ensemble methods, theories, trends, challenges, and applications. More than a third of this edition comprised of new materials, highlighting descriptions of the classic methods, and extensions and novel approaches that have recently been introduced.Along with algorithmic descriptions of each method ... Read more

$84.99 USD

This updated compendium provides a methodical introduction with a coherent and unified repository of ensemble methods, theories, trends, challenges, and applications. More than a third of this edition comprised of new materials, highlighting descriptions of the classic methods, and extensions and novel approaches that have recently been introduced.Along with algorithmic descriptions of each method
... Read more
Data-Driven Modelling with Fuzzy Sets

Embracing Uncertainty

Edited by Said Broumi, D. Nagarajan, Michael Gr. Voskoglou, S. A. Edalatpanah ...

Series series Intelligent Data-Driven Systems and Artificial Intelligence
Zadeh introduced in 1965 the theory of fuzzy sets, in which truth values are modelled by numbers in the unit interval [0, 1], for tackling mathematically the frequently appearing in everyday life partial truths. In a second stage, when membership functions were reinterpreted as possibility distributions, fuzzy sets were extensively used to embrace uncertainty modelling. Uncertainty is defined as ... Read more

$244.99 USD

Zadeh introduced in 1965 the theory of fuzzy sets, in which truth values are modelled by numbers in the unit interval [0, 1], for tackling mathematically the frequently appearing in everyday life partial truths. In a second stage, when membership functions were reinterpreted as possibility distributions, fuzzy sets were extensively used to embrace uncertainty modelling. Uncertainty is defined as
... Read more
Imaging Radar Polarimetric Rotation Domain Interpretation

Theory and Applications

by Si-Wei Chen ...

Series series SAR Remote Sensing
Polarimetric rotation domain interpretation is an innovation in radar image processing and understanding. Orientation rotation is a basic operator well known in the classic polarimetry theory, and significant advancement has been made in recent years. This book presents new and advanced concepts, theories, and methodologies in radar polarimetry and bridges the gaps between target scattering ... Read more

$77.99 USD

Polarimetric rotation domain interpretation is an innovation in radar image processing and understanding. Orientation rotation is a basic operator well known in the classic polarimetry theory, and significant advancement has been made in recent years. This book presents new and advanced concepts, theories, and methodologies in radar polarimetry and bridges the gaps between target scattering
... Read more
Digital Watermarking and Steganography

Fundamentals and Techniques, Second Edition

by Frank Y. Shih ...

This book intends to provide a comprehensive overview on different aspects of mechanisms and techniques for information security. It is written for students, researchers, and professionals studying in the field of multimedia security and steganography. Multimedia security and steganography is especially relevant due to the global scale of digital multimedia and the rapid growth of the Internet. ... Read more

$77.99 USD

This book intends to provide a comprehensive overview on different aspects of mechanisms and techniques for information security. It is written for students, researchers, and professionals studying in the field of multimedia security and steganography. Multimedia security and steganography is especially relevant due to the global scale of digital multimedia and the rapid growth of the Internet.
... Read more

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