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Computational Intelligence Methods for Bioinformatics and Biostatistics: 12th International Meeting, CIBB 2015, Naples, Italy, September 10-12, 2015, Revised Selected Papers (Lecture Notes in Computer Science #9874)
by Stefano Rovetta Claudia Angelini Paola M. V. RancoitaThis book constitutes the thoroughly refereed post-conference proceedings of the 12th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2015, held in Naples, Italy, in September, 2015. The 21 revised full papers presented were carefully reviewed and selected from 24 submissions. They present problems concerning computational techniques in bioinformatics, systems biology and medical informatics discussing cutting edge methodologies and accelerate life science discoveries, as well as novel challenges with an high impact on molecular biology and translational medicine.
Artificial Neural Networks and Machine Learning – ICANN 2017: 26th International Conference on Artificial Neural Networks, Alghero, Italy, September 11-14, 2017, Proceedings, Part I (Lecture Notes in Computer Science #10613)
by Stefano Rovetta Paul F.M.J. Verschure Alessandro E.P. Villa Alessandra LintasThe two volume set, LNCS 10613 and 10614, constitutes the proceedings of then 26th International Conference on Artificial Neural Networks, ICANN 2017, held in Alghero, Italy, in September 2017. The 128 full papers included in this volume were carefully reviewed and selected from 270 submissions. They were organized in topical sections named: From Perception to Action; From Neurons to Networks; Brain Imaging; Recurrent Neural Networks; Neuromorphic Hardware; Brain Topology and Dynamics; Neural Networks Meet Natural and Environmental Sciences; Convolutional Neural Networks; Games and Strategy; Representation and Classification; Clustering; Learning from Data Streams and Time Series; Image Processing and Medical Applications; Advances in Machine Learning. There are 63 short paper abstracts that are included in the back matter of the volume.
Artificial Neural Networks and Machine Learning – ICANN 2017: 26th International Conference on Artificial Neural Networks, Alghero, Italy, September 11-14, 2017, Proceedings, Part II (Lecture Notes in Computer Science #10614)
by Stefano Rovetta Paul F.M.J. Verschure Alessandro E.P. Villa Alessandra LintasThe two volume set, LNCS 10613 and 10614, constitutes the proceedings of then 26th International Conference on Artificial Neural Networks, ICANN 2017, held in Alghero, Italy, in September 2017. The 128 full papers included in this volume were carefully reviewed and selected from 270 submissions. They were organized in topical sections named: From Perception to Action; From Neurons to Networks; Brain Imaging; Recurrent Neural Networks; Neuromorphic Hardware; Brain Topology and Dynamics; Neural Networks Meet Natural and Environmental Sciences; Convolutional Neural Networks; Games and Strategy; Representation and Classification; Clustering; Learning from Data Streams and Time Series; Image Processing and Medical Applications; Advances in Machine Learning. There are 63 short paper abstracts that are included in the back matter of the volume.
Call Center Continuity Planning
by Jim RowanA disruption in your call center operation can conceivably cost you hundreds of thousands of dollars. And multiple disruptions can cost in the millions. Call Center Continuity Planning shows you how to plan for - and avoid - service interruptions through disasters large and small. This book will show you how to deal with everything from power outag
Transformative Approaches to New Technologies and Student Diversity in Futures Oriented Classrooms
by Leonie Rowan Chris BigumIn this book we outline an optimistic, aspirational and unashamedly ambitious agenda for schooling. We make cautious use of the concept of 'future proofing' to signal the commitment of the various authors to re-thinking the purposes, content and processes of schooling with a view to ensuring that all children, from all backgrounds are prepared by their education to make a positive contribution to the futures that are ahead of them. The book focuses on issues relating to technology and social justice to re-examine the traditional relationship between schools and technology, between schools and diverse learners, and between schools, children and knowledge. Drawing from examples from around the world, the book explores practical ways that diverse schools have worked to celebrate diverse understandings of what it means to be a learner, a citizen, a worker in these changed and changing times and the ways different technologies can support this agenda.
Innovation and IT in an International Context
by Frantz Rowe Dov Te�eniInnovation and IT are intertwined. In order to understand how, Innovation and IT in an International Context takes an interdisciplinary view of innovation in an international and digital world. It addresses strategic and operational aspects of R&D and new product development, emphasizing knowledge management, configurational design, distance and diversity. From an economics and strategic management perspective, its first chapters deal with degree of openness, distance and specialization, and examine innovative performance in terms of patents, mergers and acquisition and exports. The second section takes a configurational approach, either at a theoretical level for general design, or in a managerial way for implementing Product Lifecycle Management systems. It also treats coordination and productivity issues. In the third part, which considers the operational level, the issues of diversity and distance are addressed more specifically and in an international context.
Introduction to Cyberdeception
by Neil C. Rowe Julian RrushiThis book is an introduction to both offensive and defensive techniques of cyberdeception. Unlike most books on cyberdeception, this book focuses on methods rather than detection. It treats cyberdeception techniques that are current, novel, and practical, and that go well beyond traditional honeypots. It contains features friendly for classroom use: (1) minimal use of programming details and mathematics, (2) modular chapters that can be covered in many orders, (3) exercises with each chapter, and (4) an extensive reference list. Cyberattacks have grown serious enough that understanding and using deception is essential to safe operation in cyberspace. The deception techniques covered are impersonation, delays, fakes, camouflage, false excuses, and social engineering. Special attention is devoted to cyberdeception in industrial control systems and within operating systems. This material is supported by a detailed discussion of how to plan deceptions and calculate their detectability and effectiveness. Some of the chapters provide further technical details of specific deception techniques and their application. Cyberdeception can be conducted ethically and efficiently when necessary by following a few basic principles. This book is intended for advanced undergraduate students and graduate students, as well as computer professionals learning on their own. It will be especially useful for anyone who helps run important and essential computer systems such as critical-infrastructure and military systems.
Protocols, Strands, and Logic: Essays Dedicated to Joshua Guttman on the Occasion of his 66.66th Birthday (Lecture Notes in Computer Science #13066)
by Paul Rowe José Meseguer Daniel Dougherty Sebastian Alexander MödersheimThis Festschrift was published in honor of Joshua Guttman on the occasion of his 66.66 birthday. The impact of his work is reflected in the 23 contributions enclosed in this volume. Joshua’s most influential and enduring contribution to the field has been the development of the strand space formalism for analyzing cryptographic protocols. It is one of several “symbolic approaches” to security protocol analysis in which the underlying details of cryptographic primitives are abstracted away, allowing a focus on potential flaws in the communication patterns between participants. His attention to the underlying logic of strand spaces has also allowed him to merge domain-specific reasoning about protocols with general purpose, first-order logical theories. The identification of clear principles in a domain paves the way to automated reasoning, and Joshua has been a leader in the development and distribution of several tools for security analysis.
HTML5 Canvas Cookbook
by Eric RowellWritten in cookbook style, this book offers a wide array of techniques for building HTML5 Canvas applications. Each recipe contains step-by-step instructions followed by analysis of what was done in each task and other useful information. The book is designed so that you can read it chapter by chapter, or you can look at the list of recipes and refer to them in no particular order. This book is geared towards web developers who are familiar with HTML and JavaScript. It is written for both beginners and seasoned HTML5 developers with a good working knowledge of JavaScript.
Visualizing Health and Healthcare Data: Creating Clear and Compelling Visualizations to "See How You're Doing"
by Katherine Rowell Lindsay Betzendahl Cambria BrownThe only data visualization book written by and for health and healthcare professionals. In health and healthcare, data and information are coming at organizations faster than they can consume and interpret it. Health providers, payers, public health departments, researchers, and health information technology groups know the ability to analyze and communicate this vast array of data in a clear and compelling manner is paramount to success. However, they simply cannot find experienced people with the necessary qualifications. The quickest (and often the only) route to meeting this challenge is to hire smart people and train them. Visualizing Health and Healthcare Data: Creating Clear and Compelling Visualizations to "See how You're Doing" is a one-of-a-kind book for health and healthcare professionals to learn the best practices of data visualization specific to their field. It provides a high-level summary of health and healthcare data, an overview of relevant visual intelligence research, strategies and techniques to gather requirements, and how to build strong teams with the expertise required to create dashboards and reports that people love to use. Clear and detailed explanations of data visualization best practices will help you understand the how and the why. Learn how to build beautiful and useful data products that deliver powerful insights for the end user Follow along with examples of data visualization best practices, including table and graph design for health and healthcare data Learn the difference between dashboards, reports, multidimensional exploratory displays and infographics (and why it matters) Avoid common mistakes in data visualization by learning why they do not work and better ways to display the data Written by a top leader in the field of health and healthcare data visualization, this book is an excellent resource for top management in healthcare, as well as entry-level to experienced data analysts in any health-related organization.
Attachments: Is there such a thing as love before first sight? The romantic comedy we all need to read in 2021
by Rainbow Rowell'Heartwarming, romantic and great fun' CLOSEREveryone in the newsroom knows that somebody is monitoring their emails, but Beth and Jennifer don't believe anyone would read their never-ending conversations. But Lincoln does, it's his job, and Beth and Jennifer's hilarious, no-holds-barred emails are the best part of his day.The only problem is he's starting to fall in love with Beth, and yet she doesn't even know he exists. With ex-boyfriends, office politics and family drama, there never seems to be a good time for Lincoln to introduce himself. But to get the life you want sometimes you need to put yourself out there...'Cracking, laugh-out-loud dialogue, characters that feel painfully real, and a sweet premise about love in the information age: if ATTACHMENTS were an e-mail, I'd be forwarding it to my entire list of contacts' Jodi Picoult, bestselling author of A Spark of Light
Attachments: Is there such a thing as love before first sight? The romantic comedy we all need to read in 2020
by Rainbow Rowell'Heartwarming, romantic and great fun' CLOSER Everyone in the newsroom knows that somebody is monitoring their emails, but Beth and Jennifer don't believe anyone would read their never-ending conversations. But Lincoln does, it's his job, and Beth and Jennifer's hilarious, no-holds-barred emails are the best part of his day. The only problem is he's starting to fall in love with Beth, and yet she doesn't even know he exists. With ex-boyfriends, office politics and family drama, there never seems to be a good time for Lincoln to introduce himself. But to get the life you want sometimes you need to put yourself out there...
Digital Branding: A Complete Step-by-Step Guide to Strategy, Tactics, Tools and Measurement
by Daniel RowlesDigital Branding second edition, provides step-by-step, practical guidance on how to build a brand online and quantify it through tangible results. It draws together each of the core marketing avenues such as content marketing, social media, search engine optimization and web analytics, to deliver a robust framework for brand planning, identity, channel selection and measuring the effectiveness of campaigns. The second edition of Digital Branding contains a complete overhaul of tools and techniques for straightforward application, plus new high profile case studies including Accenture, Tesco and Imperial College London. Important updates are made on social media guidelines and policy, how to tackle advancements in mobile marketing and mobile payments, as well as augmented and virtual reality. The book features a toolkit of free and paid tools, including a valuable checklist, outlining the digital branding process from start to finish, and measurement devices for multiple channels and purposes. Written by a respected CIM fellow and course leader, this succinct handbook is ideal for any marketer or brand strategist to enhance their online brand identity.
Digital Branding: A Complete Step-by-Step Guide to Strategy, Tactics, Tools and Measurement
by Daniel RowlesEvery decision and action you make contributes to your brand, so it makes sense that everything you do digitally also contributes to your digital brand. Use this bestselling guide to strengthen your brand's online presence and explore core marketing avenues.Digital Branding is ideal for marketers and brand strategists who want to enhance their brand's online presence. It provides step-by-step, practical guidance on how to build a brand online and quantify it through tangible results. Written by a respected Chartered Institute of Marketing (CIM) fellow, course leader and industry thought leader, it examines core marketing areas such as content marketing, social media, search engine optimization and web analytics.The book delivers a robust framework for planning, brand identity, channel selection and measuring the effectiveness of campaigns, and includes lessons from the BBC, Imperial College London and Hootsuite. Now fully updated, this third edition features new content on brand authenticity, ethics and meaning, as well as updates on social media regulations and social media platforms such as TikTok.
Digital Branding
by Daniel RowlesDigital Branding gives step-by-step, practical guidance on how to build a brand online. Through exploring topics like content marketing, social media, search optimisation and web analytics, Daniel Rowles develops a robust framework for brand planning, channel selection and measuring the effectiveness of your brand campaigns. Digital Branding contains real world case studies, a guide to the free and paid tools that can help measure digital branding in each of the different online channels, examples of social guidelines, process and policy and an original step by step digital branding process along with measurement techniques and guidelines.
Mobile Marketing: How Mobile Technology is Revolutionizing Marketing, Communications and Advertising
by Daniel RowlesMobile Marketing is a clear, practical guide to harnessing the mobile consumer and tackling the rising challenges of divided user attention across multiple screens at the same time. It demystifies the vast spectrum of tools and techniques now available and explains how to optimize these dynamics into an innovative and effective mobile marketing strategy. Now that website search rankings take into account mobile optimization, no serious marketer can do without a thorough understanding of mobile.The first edition of Mobile Marketing won the Judge's Choice Award in Social Media at the Small Business Trend's 2014 Book Awards. This fully revised 2nd edition includes straightforward explanations on mobile optimized content, app development, social media and proximity based marketing. It has also expanded to include two brand new chapters on mobile and email and on location-based devices, plus cutting-edge updates on advances in wearable technology, mobile payments, virtual reality and strategies for the changing user journey. Integrated with tactical checklists, easy application frameworks and powerful case study insights such as Heineken, WordPress, MailChimp, Nike Training Club (NTC), Google Play and Moz, if provides a full overview from service provision and technology integration to content strategy, ready to capture fast-moving consumers on the go.
Mobile Marketing
by Daniel RowlesHaving become the ultimate social device, and as users drift away from TVs and computer screens, the mobile offers radical new challenges for the marketer. But how do you design and implement an effective digital strategy? And what tools can be used to measure marketing effectiveness?Starting with a review of the technology itself - both hardware and software - Mobile Marketing explains the dynamics between the key players and how these forces are shaping future developments in terms of service provision, media integration and content strategy. Supported by in-depth case studies, which illustrate the potential pitfalls and rewards of mobile marketing initiatives, Mobile Marketing shows how our new mobile lifestyle can be a rewarding environment for those businesses willing to embrace new technology and, with imagination and creativity, develop mobile marketing strategies that can win customers, boost brand awareness, raise profile and increase profits.
Building Digital Culture: A Practical Guide to Successful Digital Transformation
by Daniel Rowles Thomas BrownBuilding Digital Culture aims to answer a simple question: How can organisations succeed when the environment they operate in is changing so quickly? The last thing businesses need today is a digital strategy. Instead, their strategy needs to be fit for our fast-changing digital world, where businesses have more data than they know what to do with, a media landscape that's exploded in size and complexity, the risk of a new disruption around every corner, and only one certainty: that this change won't let up.Building Digital Culture doesn't address whether or not you should advertise on Facebook or invest in virtual reality. It doesn't seek to unearth a silver bullet to make digital investments a sure-thing. It steps back from the hype, and argues that whatever digital might mean for your business, if you don't create a digital culture you'll most likely fail, or at least fall short of what you want to achieve.Daniel Rowles and Thomas Brown combine more than 30 years of experience at the forefront of marketing and digital developments to help you to navigate from being a business that tolerates or acts digital, to one that truly is digital.Building Digital Culture is based on more than 200 hours of research, candid interviews and contributions from senior leaders at a diverse range of brands including Twitter, Made.com, Tech London Advocates, Deloitte, HSBC, Reckitt Benckiser, Ladbrokes, Direct Line Group, The Metropolitan Police, Zurich Insurance and many more.
Podcasting Marketing Strategy: A Complete Guide to Creating, Publishing and Monetizing a Successful Podcast
by Daniel Rowles Ciaran RogersPodcasting is a hugely persuasive yet under-utilized channel accessed by an affluent and influential demographic. In a crowded and noisy digital environment, it gives organizations, brand builders and marketers the unique opportunity to stand out and drive engagement with target audiences. It offers accurate and measurable levels of allegiance that can only be dreamed of on other digital channels. Podcasting Marketing Strategy is a complete guide to the podcast environment. It describes the importance of podcasting for businesses and explains why, uniquely, it has the highest level of consumer commitment than any other social media. Written by an award-winning author and his co-host of the global top ten iTunes podcast, The Digital Marketing Podcast, this book explains how podcasting can drive business results, advises on how to record, edit and advertise your content and provides a unique digital marketing toolkit. Supported by case studies from influential organizations around the globe, Podcasting Marketing Strategy is the definitive authority to making and publishing podcasts that deliver quantifiable results.
You Can Trust Me: The gripping, glamorous psychological thriller you won't want to miss
by Emma RowleyThe gripping psychological thriller full of twists and turns, from the bestselling author of WHERE THE MISSING GO - for fans of FOUND by Erin Kinsley, ALL THE RAGE by Cara Hunter and THE FAMILY UPSTAIRS by Lisa Jewell.'A gripping mystery in two compelling voices, exposing the dark side of influencer culture' Claire McGowan, author of THE PUSH*****************You can trust me.But can I trust you?Olivia is the domestic goddess who has won millions of followers by sharing her picture-perfect life online. And now she's releasing her tell-all autobiography.For professional ghostwriter Nicky it's the biggest job of her career. But as she delves deeper into Olivia's life, cracks begin to appear in the glamorous façade. From the strained relationship with her handsome husband, to murky details of a tragic family death in her childhood, the truth belies Olivia's perfect public image.But why is Olivia so desperate to leave an old tragedy well alone? And how far will she go to keep Nicky from the truth?*****************If you like Clare Mackintosh, Fiona Barton, Teresa Driscoll, Jenny Blackhurst, Rachel Abbott, Laura Marshall, Joy Ellis, Cara Hunter, Mel Sherratt or Lisa Jewell then you will be utterly gripped by this psychological thriller with a massive twist you won't see coming.Praise for You Can Trust Me:'Brilliant characters and unexpected turns! Grows and changes with every reveal...' Louisa de Lange, author of THE DREAM WIFE'So clever, so unpredictable, dark, haunting. I don't have enough words to do it justice' L V Matthews, author of THE PRANK (coming 2021)'An outstanding story. Cleverly plotted, fantastically written and a fast-paced, intriguing read' Lauren North, author of THE PERFECT BETRAYAL'Emotional, gripping and fast-paced. A taut, extremely satisfying thriller' Carys Jones, author of THE LIST'A completely gripping thriller, and a breath of fresh air. You need to read this book' Rebecca Reid, author of TRUTH HURTS'An utterly absorbing novel to escape into' Vikki Patis, author of THE GIRL ACROSS THE STREET'Twists and more twists! Original and gripping...' Jackie Kabler, author of THE PERFECT COUPLE'Atmospheric and claustrophobic. Very cleverly plotted; you won't know who to trust' Catherine Cooper, author of THE CHALET'Loved how it grasped my attention right from the off and then didn't let go!' Sam Carrington, author of SAVING SOPHIE'Curl up on the sofa with You Can Trust Me, Emma Rowley's tense thriller' Grazia'Rowley has a firm grip on language and plot, and her easy, chatty style disguises a genuine emotional intelligence' Daily Mail'An involving and atmospheric psychological thriller' Crime Monthly
You Can Trust Me: The gripping, glamorous psychological thriller you won't want to miss
by Emma RowleyThe gripping psychological thriller full of twists and turns, from the bestselling author of WHERE THE MISSING GO - for fans of FOUND by Erin Kinsley, ALL THE RAGE by Cara Hunter and THE FAMILY UPSTAIRS by Lisa Jewell.'A gripping mystery in two compelling voices, exposing the dark side of influencer culture' Claire McGowan, author of THE PUSH*****************You can trust me.But can I trust you?Olivia is the domestic goddess who has won millions of followers by sharing her picture-perfect life online. And now she's releasing her tell-all autobiography.For professional ghostwriter Nicky it's the biggest job of her career. But as she delves deeper into Olivia's life, cracks begin to appear in the glamorous façade. From the strained relationship with her handsome husband, to murky details of a tragic family death in her childhood, the truth belies Olivia's perfect public image.But why is Olivia so desperate to leave an old tragedy well alone? And how far will she go to keep Nicky from the truth?*****************If you like Clare Mackintosh, Fiona Barton, Teresa Driscoll, Jenny Blackhurst, Rachel Abbott, Laura Marshall, Joy Ellis, Cara Hunter, Mel Sherratt or Lisa Jewell then you will be utterly gripped by this psychological thriller with a massive twist you won't see coming.Praise for You Can Trust Me:'Brilliant characters and unexpected turns! Grows and changes with every reveal...' Louisa de Lange, author of THE DREAM WIFE'So clever, so unpredictable, dark, haunting. I don't have enough words to do it justice' L V Matthews, author of THE PRANK (coming 2021)'An outstanding story. Cleverly plotted, fantastically written and a fast-paced, intriguing read' Lauren North, author of THE PERFECT BETRAYAL'Emotional, gripping and fast-paced. A taut, extremely satisfying thriller' Carys Jones, author of THE LIST'A completely gripping thriller, and a breath of fresh air. You need to read this book' Rebecca Reid, author of TRUTH HURTS'An utterly absorbing novel to escape into' Vikki Patis, author of THE GIRL ACROSS THE STREET'Twists and more twists! Original and gripping...' Jackie Kabler, author of THE PERFECT COUPLE'Atmospheric and claustrophobic. Very cleverly plotted; you won't know who to trust' Catherine Cooper, author of THE CHALET'Loved how it grasped my attention right from the off and then didn't let go!' Sam Carrington, author of SAVING SOPHIE'Curl up on the sofa with You Can Trust Me, Emma Rowley's tense thriller' Grazia'Rowley has a firm grip on language and plot, and her easy, chatty style disguises a genuine emotional intelligence' Daily Mail'An involving and atmospheric psychological thriller' Crime Monthly
Drive-By Journalism: The Assault on Your Need to Know
by Arthur RowseA sobering look at the effect of mega-corporate media dominance; puts the lie to the myth of liberal bias in the mass media.
ProBlogger
by Darren Rowse Chris GarrettAn update of one of the bestselling blogging books, written by two of the world's most successful bloggersThere's a reason why the first two editions of this book have sold thousands of copies worldwide. Written by two of the world's most successful bloggers, it's one of the clearest books out there on how to earn an income from your blog. This new edition gets you up to date on the very latest changes that affect the blogging-for-business landscape. Featuring new material on Twitter, Facebook, and LinkedIn; plus new ways and tools to grow your audience and expand your business beyond your blog, this professional blogger's bible is better than ever. Helps novices choose a blog topic, analyze the market, set up a blog, promote it, and earn revenueGives aspiring bloggers proven techniques and the tools they need to succeed in building a business from their blogsReveals 20 key ingredients for a successful blog postOffers solid, step-by-step instruction on how bloggers actually make money, why niches matter, how to use essential blogging tools and take advantage of social media and content aggregators, how to optimize your advertising, and much moreIncludes techniques for attracting and growing an audience and how to mine new business opportunities beyond your blogWritten by two fulltime professional bloggers, this exciting, updated edition of ProBlogger tells you exactly how to launch and maintain a blog that makes money.
Choose Your InfoSec Path: An Interactive Cybersecurity Adventure for Beginners
by Alexander J. RoxonCybersecurity is a pressing issue across industries, as well as increasingly important in people’s personal lives. Learning the basic fundamentals is essential in order for companies and individuals to thrive. Although much of the literature around this hot-button topic can seem impenetrable and convoluted to a new learner, Choose Your InfoSec Path is an informative, fun, interactive cybersecurity adventure that has been written specifically with beginners in mind. Step into the shoes of a Chief Information Security Officer (CISO) and find out what could possibly go wrong during a breach. Author Alexander J. Roxon weaves together essential InfoSec concepts with an exciting and fast-paced storyline to make the lessons relatable and easy to understand. Determine what steps your character takes next and affect the outcome of your path. Will you emerge from the breach unscathed? With over 50 different endings, you can explore the what-ifs and experience a new path each time. A supporting glossary makes this book a resource you can return to long after your story is completed. Crucially, the integrity of the cybersecurity concepts is maintained and all events are genuinely plausible from a technical perspective. The book includes commentary to examine key concepts and reflect on decisions. This book is for those who are interested in understanding what cybersecurity is about but without a high technical barrier of entry. Learn some of the basics of incident response, how to dampen the effects of a breach, and get the jump on the bad guys. Your journey starts now. What You’ll LearnUnderstand some of the basic concepts of incident response.Experience how a real-life incident can go from zero to chaos very rapidly.Find out how being proactive can significantly improve how information security breaches play out.Discover how to dampen the effects of a breach. Who This Book Is For This book is for those who are interested in understanding what cybersecurity is about but without a high technical barrier of entry. People who like to laugh as well as learn.
Digital Image Forensics: Theory and Implementation (Studies in Computational Intelligence #755)
by Aniket Roy Rahul Dixit Ruchira Naskar Rajat Subhra ChakrabortyThis book discusses blind investigation and recovery of digital evidence left behind on digital devices, primarily for the purpose of tracing cybercrime sources and criminals. It presents an overview of the challenges of digital image forensics, with a specific focus on two of the most common forensic problems. The first part of the book addresses image source investigation, which involves mapping an image back to its camera source to facilitate investigating and tracing the source of a crime. The second part of the book focuses on image-forgery detection, primarily focusing on “copy-move forgery” in digital images, and presenting effective solutions to copy-move forgery detection with an emphasis on additional related challenges such as blur-invariance, similar genuine object identification, etc. The book concludes with future research directions, including counter forensics. With the necessary mathematical information in every chapter, the book serves as a useful reference resource for researchers and professionals alike. In addition, it can also be used as a supplementary text for upper-undergraduate and graduate-level courses on “Digital Image Processing”, “Information Security”, “Machine Learning”, “Computer Vision” and “Multimedia Security and Forensics”.