Data Mining Trends And Applications In Criminal Science And Investigations

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Data Mining Trends and Applications in Criminal Science and Investigations

Author : Isafiade, Omowunmi E.
Publisher : IGI Global
ISBN 13 : 1522504648
Total Pages : 386 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Data Mining Trends and Applications in Criminal Science and Investigations by : Isafiade, Omowunmi E.

Download or read book Data Mining Trends and Applications in Criminal Science and Investigations written by Isafiade, Omowunmi E. and published by IGI Global. This book was released on 2016-06-20 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of data mining is receiving significant attention in today's information-rich society, where data is available from different sources and formats, in large volumes, and no longer constitutes a bottleneck for knowledge acquisition. This rich information has paved the way for novel areas of research, particularly in the crime data analysis realm. Data Mining Trends and Applications in Criminal Science and Investigations presents scientific concepts and frameworks of data mining and analytics implementation and uses across various domains, such as public safety, criminal investigations, intrusion detection, crime scene analysis, and suspect modeling. Exploring the diverse ways that data is revolutionizing the field of criminal science, this publication meets the research needs of law enforcement professionals, data analysts, investigators, researchers, and graduate-level students.

Big Data Analytics and Computing for Digital Forensic Investigations

Author : Suneeta Satpathy
Publisher : CRC Press
ISBN 13 : 1000045056
Total Pages : 199 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis Big Data Analytics and Computing for Digital Forensic Investigations by : Suneeta Satpathy

Download or read book Big Data Analytics and Computing for Digital Forensic Investigations written by Suneeta Satpathy and published by CRC Press. This book was released on 2020-03-17 with total page 199 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital forensics has recently gained a notable development and become the most demanding area in today’s information security requirement. This book investigates the areas of digital forensics, digital investigation and data analysis procedures as they apply to computer fraud and cybercrime, with the main objective of describing a variety of digital crimes and retrieving potential digital evidence. Big Data Analytics and Computing for Digital Forensic Investigations gives a contemporary view on the problems of information security. It presents the idea that protective mechanisms and software must be integrated along with forensic capabilities into existing forensic software using big data computing tools and techniques. Features Describes trends of digital forensics served for big data and the challenges of evidence acquisition Enables digital forensic investigators and law enforcement agencies to enhance their digital investigation capabilities with the application of data science analytics, algorithms and fusion technique This book is focused on helping professionals as well as researchers to get ready with next-generation security systems to mount the rising challenges of computer fraud and cybercrimes as well as with digital forensic investigations. Dr Suneeta Satpathy has more than ten years of teaching experience in different subjects of the Computer Science and Engineering discipline. She is currently working as an associate professor in the Department of Computer Science and Engineering, College of Bhubaneswar, affiliated with Biju Patnaik University and Technology, Odisha. Her research interests include computer forensics, cybersecurity, data fusion, data mining, big data analysis and decision mining. Dr Sachi Nandan Mohanty is an associate professor in the Department of Computer Science and Engineering at ICFAI Tech, ICFAI Foundation for Higher Education, Hyderabad, India. His research interests include data mining, big data analysis, cognitive science, fuzzy decision-making, brain–computer interface, cognition and computational intelligence.

Emerging Trends in the Development and Application of Composite Indicators

Author : Jeremic, Veljko
Publisher : IGI Global
ISBN 13 : 1522507159
Total Pages : 402 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Emerging Trends in the Development and Application of Composite Indicators by : Jeremic, Veljko

Download or read book Emerging Trends in the Development and Application of Composite Indicators written by Jeremic, Veljko and published by IGI Global. This book was released on 2016-09-12 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: Perceiving complex multidimensional problems has proven to be a difficult task for people to overcome. However, introducing composite indicators into such problems allows the opportunity to reduce the problem's complexity. Emerging Trends in the Development and Application of Composite Indicators is an authoritative reference source for the latest scholarly research on the benefits and challenges presented by building composite indicators, and how these techniques promote optimized critical thinking. Highlighting various indicator types and quantitative methods, this book is ideally designed for developers, researchers, public officials, and upper-level students.

Decision Management: Concepts, Methodologies, Tools, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 152251838X
Total Pages : 2314 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Decision Management: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources

Download or read book Decision Management: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2017-01-30 with total page 2314 pages. Available in PDF, EPUB and Kindle. Book excerpt: The implementation of effective decision making protocols is crucial in any organizational environment in modern society. Emerging advancements in technology and analytics have optimized uses and applications of decision making systems. Decision Management: Concepts, Methodologies, Tools, and Applications is a compendium of the latest academic material on the control, support, usage, and strategies for implementing efficient decision making systems across a variety of industries and fields. Featuring comprehensive coverage on numerous perspectives, such as data visualization, pattern analysis, and predictive analytics, this multi-volume book is an essential reference source for researchers, academics, professionals, managers, students, and practitioners interested in the maintenance and optimization of decision management processes.

Informatics and Intelligent Applications

Author : Sanjay Misra
Publisher : Springer Nature
ISBN 13 : 303095630X
Total Pages : 341 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Informatics and Intelligent Applications by : Sanjay Misra

Download or read book Informatics and Intelligent Applications written by Sanjay Misra and published by Springer Nature. This book was released on 2022-01-22 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes selected papers presented at the First International Conference on Informatics and Intelligent Applications, ICIIA 2021, held in Ota, Nigeria, in November 2021. The 22 full papers were thoroughly reviewed and selected from 108 submissions. The papers are organized in the following topical sections: AI applications; information security; emerging technologies in informatics.

Investigative Data Mining for Security and Criminal Detection

Author : Jesus Mena
Publisher : Elsevier
ISBN 13 : 008050938X
Total Pages : 469 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Investigative Data Mining for Security and Criminal Detection by : Jesus Mena

Download or read book Investigative Data Mining for Security and Criminal Detection written by Jesus Mena and published by Elsevier. This book was released on 2003-04-07 with total page 469 pages. Available in PDF, EPUB and Kindle. Book excerpt: Investigative Data Mining for Security and Criminal Detection is the first book to outline how data mining technologies can be used to combat crime in the 21st century. It introduces security managers, law enforcement investigators, counter-intelligence agents, fraud specialists, and information security analysts to the latest data mining techniques and shows how they can be used as investigative tools. Readers will learn how to search public and private databases and networks to flag potential security threats and root out criminal activities even before they occur. The groundbreaking book reviews the latest data mining technologies including intelligent agents, link analysis, text mining, decision trees, self-organizing maps, machine learning, and neural networks. Using clear, understandable language, it explains the application of these technologies in such areas as computer and network security, fraud prevention, law enforcement, and national defense. International case studies throughout the book further illustrate how these technologies can be used to aid in crime prevention.Investigative Data Mining for Security and Criminal Detection will also serve as an indispensable resource for software developers and vendors as they design new products for the law enforcement and intelligence communities.Key Features:* Covers cutting-edge data mining technologies available to use in evidence gathering and collection * Includes numerous case studies, diagrams, and screen captures to illustrate real-world applications of data mining * Easy-to-read format illustrates current and future data mining uses in preventative law enforcement, criminal profiling, counter-terrorist initiatives, and forensic science * Introduces cutting-edge technologies in evidence gathering and collection, using clear non-technical language* Illustrates current and future applications of data mining tools in preventative law enforcement, homeland security, and other areas of crime detection and prevention* Shows how to construct predictive models for detecting criminal activity and for behavioral profiling of perpetrators* Features numerous Web links, vendor resources, case studies, and screen captures illustrating the use of artificial intelligence (AI) technologies

Digital Forensics and Forensic Investigations: Breakthroughs in Research and Practice

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1799830268
Total Pages : 562 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Digital Forensics and Forensic Investigations: Breakthroughs in Research and Practice by : Management Association, Information Resources

Download or read book Digital Forensics and Forensic Investigations: Breakthroughs in Research and Practice written by Management Association, Information Resources and published by IGI Global. This book was released on 2020-04-03 with total page 562 pages. Available in PDF, EPUB and Kindle. Book excerpt: As computer and internet technologies continue to advance at a fast pace, the rate of cybercrimes is increasing. Crimes employing mobile devices, data embedding/mining systems, computers, network communications, or any malware impose a huge threat to data security, while cyberbullying, cyberstalking, child pornography, and trafficking crimes are made easier through the anonymity of the internet. New developments in digital forensics tools and an understanding of current criminal activities can greatly assist in minimizing attacks on individuals, organizations, and society as a whole. Digital Forensics and Forensic Investigations: Breakthroughs in Research and Practice addresses current challenges and issues emerging in cyber forensics and new investigative tools and methods that can be adopted and implemented to address these issues and counter security breaches within various organizations. It also examines a variety of topics such as advanced techniques for forensic developments in computer and communication-link environments and legal perspectives including procedures for cyber investigations, standards, and policies. Highlighting a range of topics such as cybercrime, threat detection, and forensic science, this publication is an ideal reference source for security analysts, law enforcement, lawmakers, government officials, IT professionals, researchers, practitioners, academicians, and students currently investigating the up-and-coming aspects surrounding network security, computer science, and security engineering.

Web Usage Mining Techniques and Applications Across Industries

Author : Kumar, A.V. Senthil
Publisher : IGI Global
ISBN 13 : 1522506144
Total Pages : 424 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Web Usage Mining Techniques and Applications Across Industries by : Kumar, A.V. Senthil

Download or read book Web Usage Mining Techniques and Applications Across Industries written by Kumar, A.V. Senthil and published by IGI Global. This book was released on 2016-08-12 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: Web usage mining is defined as the application of data mining technologies to online usage patterns as a way to better understand and serve the needs of web-based applications. Because the internet has become a central component in information sharing and commerce, having the ability to analyze user behavior on the web has become a critical component to a variety of industries. Web Usage Mining Techniques and Applications Across Industries addresses the systems and methodologies that enable organizations to predict web user behavior as a way to support website design and personalization of web-based services and commerce. Featuring perspectives from a variety of sectors, this publication is designed for use by IT specialists, business professionals, researchers, and graduate-level students interested in learning more about the latest concepts related to web-based information retrieval and mining.

Web Data Mining and the Development of Knowledge-Based Decision Support Systems

Author : Sreedhar, G.
Publisher : IGI Global
ISBN 13 : 1522518789
Total Pages : 409 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Web Data Mining and the Development of Knowledge-Based Decision Support Systems by : Sreedhar, G.

Download or read book Web Data Mining and the Development of Knowledge-Based Decision Support Systems written by Sreedhar, G. and published by IGI Global. This book was released on 2016-12-21 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: Websites are a central part of today’s business world; however, with the vast amount of information that constantly changes and the frequency of required updates, this can come at a high cost to modern businesses. Web Data Mining and the Development of Knowledge-Based Decision Support Systems is a key reference source on decision support systems in view of end user accessibility and identifies methods for extraction and analysis of useful information from web documents. Featuring extensive coverage across a range of relevant perspectives and topics, such as semantic web, machine learning, and expert systems, this book is ideally designed for web developers, internet users, online application developers, researchers, and faculty.

Towards new e-Infrastructure and e-Services for Developing Countries

Author : Rafik Zitouni
Publisher : Springer Nature
ISBN 13 : 3030705722
Total Pages : 350 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Towards new e-Infrastructure and e-Services for Developing Countries by : Rafik Zitouni

Download or read book Towards new e-Infrastructure and e-Services for Developing Countries written by Rafik Zitouni and published by Springer Nature. This book was released on 2021-03-03 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed proceedings of the 12th International Conference on e-Infrastructure and e-Services for Developing Countries, AFRICOMM 2020, held in Ebène City, Mauritius, in December 2020. Due to COVID-19 pandemic the conference was held virtually. The 20 full papers were carefully selected from 90 submissions. The papers are organized in four thematic sections on dynamic spectrum access and mesh networks; wireless sensing and 5G networks; software-defined networking; Internet of Things; e-services and big data; DNS resilience and performance.

Cyber Warfare and Terrorism: Concepts, Methodologies, Tools, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1799824675
Total Pages : 1697 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Cyber Warfare and Terrorism: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources

Download or read book Cyber Warfare and Terrorism: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2020-03-06 with total page 1697 pages. Available in PDF, EPUB and Kindle. Book excerpt: Through the rise of big data and the internet of things, terrorist organizations have been freed from geographic and logistical confines and now have more power than ever before to strike the average citizen directly at home. This, coupled with the inherently asymmetrical nature of cyberwarfare, which grants great advantage to the attacker, has created an unprecedented national security risk that both governments and their citizens are woefully ill-prepared to face. Examining cyber warfare and terrorism through a critical and academic perspective can lead to a better understanding of its foundations and implications. Cyber Warfare and Terrorism: Concepts, Methodologies, Tools, and Applications is an essential reference for the latest research on the utilization of online tools by terrorist organizations to communicate with and recruit potential extremists and examines effective countermeasures employed by law enforcement agencies to defend against such threats. Highlighting a range of topics such as cyber threats, digital intelligence, and counterterrorism, this multi-volume book is ideally designed for law enforcement, government officials, lawmakers, security analysts, IT specialists, software developers, intelligence and security practitioners, students, educators, and researchers.

Advancing Cloud Database Systems and Capacity Planning With Dynamic Applications

Author : Kamila, Narendra Kumar
Publisher : IGI Global
ISBN 13 : 1522520147
Total Pages : 430 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Advancing Cloud Database Systems and Capacity Planning With Dynamic Applications by : Kamila, Narendra Kumar

Download or read book Advancing Cloud Database Systems and Capacity Planning With Dynamic Applications written by Kamila, Narendra Kumar and published by IGI Global. This book was released on 2017-01-05 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt: Continuous improvements in data analysis and cloud computing have allowed more opportunities to develop systems with user-focused designs. This not only leads to higher success in day-to-day usage, but it increases the overall probability of technology adoption. Advancing Cloud Database Systems and Capacity Planning With Dynamic Applications is a key resource on the latest innovations in cloud database systems and their impact on the daily lives of people in modern society. Highlighting multidisciplinary studies on information storage and retrieval, big data architectures, and artificial intelligence, this publication is an ideal reference source for academicians, researchers, scientists, advanced level students, technology developers and IT officials.

Intelligent Multidimensional Data Clustering and Analysis

Author : Bhattacharyya, Siddhartha
Publisher : IGI Global
ISBN 13 : 1522517774
Total Pages : 450 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Intelligent Multidimensional Data Clustering and Analysis by : Bhattacharyya, Siddhartha

Download or read book Intelligent Multidimensional Data Clustering and Analysis written by Bhattacharyya, Siddhartha and published by IGI Global. This book was released on 2016-11-29 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data mining analysis techniques have undergone significant developments in recent years. This has led to improved uses throughout numerous functions and applications. Intelligent Multidimensional Data Clustering and Analysis is an authoritative reference source for the latest scholarly research on the advantages and challenges presented by the use of cluster analysis techniques. Highlighting theoretical foundations, computing paradigms, and real-world applications, this book is ideally designed for researchers, practitioners, upper-level students, and professionals interested in the latest developments in cluster analysis for large data sets.

Securing the Internet of Things: Concepts, Methodologies, Tools, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1522598677
Total Pages : 1805 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Securing the Internet of Things: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources

Download or read book Securing the Internet of Things: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2019-09-06 with total page 1805 pages. Available in PDF, EPUB and Kindle. Book excerpt: The ubiquity of modern technologies has allowed for increased connectivity between people and devices across the globe. This connected infrastructure of networks creates numerous opportunities for applications and uses. As the applications of the internet of things continue to progress so do the security concerns for this technology. The study of threat prevention in the internet of things is necessary as security breaches in this field can ruin industries and lives. Securing the Internet of Things: Concepts, Methodologies, Tools, and Applications is a vital reference source that examines recent developments and emerging trends in security and privacy for the internet of things through new models, practical solutions, and technological advancements related to security. Highlighting a range of topics such as cloud security, threat detection, and open source software, this multi-volume book is ideally designed for engineers, IT consultants, ICT procurement managers, network system integrators, infrastructure service providers, researchers, academics, and professionals interested in current research on security practices pertaining to the internet of things.

Novel Design and the Applications of Smart-M3 Platform in the Internet of Things: Emerging Research and Opportunities

Author : Korzun, Dmitry
Publisher : IGI Global
ISBN 13 : 1522526544
Total Pages : 150 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Novel Design and the Applications of Smart-M3 Platform in the Internet of Things: Emerging Research and Opportunities by : Korzun, Dmitry

Download or read book Novel Design and the Applications of Smart-M3 Platform in the Internet of Things: Emerging Research and Opportunities written by Korzun, Dmitry and published by IGI Global. This book was released on 2017-06-19 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Internet of Things has become a major influence on the development of new technologies and innovations. When combined with smart services, the end-user experience can be significantly enhanced. Novel Design and the Applications of Smart-M3 Platform in the Internet of Things: Emerging Research and Opportunities provides an innovative outlook on the development of open source technology for the creation of smart spaces and services. Including a range of relevant topics such as interoperability, system architecture, and information processing, this book is an ideal reference source for academics, researchers, graduate students, and practitioners interested in the latest advancements in the Internet of Things.

Improving the Safety and Efficiency of Emergency Services: Emerging Tools and Technologies for First Responders

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 179982537X
Total Pages : 464 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Improving the Safety and Efficiency of Emergency Services: Emerging Tools and Technologies for First Responders by : Management Association, Information Resources

Download or read book Improving the Safety and Efficiency of Emergency Services: Emerging Tools and Technologies for First Responders written by Management Association, Information Resources and published by IGI Global. This book was released on 2020-01-03 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: During emergency situations, society relies upon the efficient response time and effective services of emergency facilities that include fire departments, law enforcement, search and rescue, and emergency medical services (EMS). As such, it is imperative that emergency crews are outfitted with technologies that can cut response time and can also predict where such events may occur and prevent them from happening. The safety of first responders is also of paramount concern. New tools can be implemented to map areas of vulnerability for emergency responders, and new strategies can be devised in their training to ensure that they are conditioned to respond efficiently to an emergency and also conscious of best safety protocols. Improving the Safety and Efficiency of Emergency Services: Emerging Tools and Technologies for First Responders addresses the latest tools that can support first responders in their ultimate goal: delivering their patients to safety. It also explores how new techniques and devices can support first responders in their work by addressing their safety, alerting them to accidents in real time, connecting them with medical experts to improve the chances of survival of critical patients, predicting criminal and terrorist activity, locating missing persons, and allocating resources. Highlighting a range of topics such as crisis management, medical/fire emergency warning systems, and predictive policing technologies, this publication is an ideal reference source for law enforcement, emergency professionals, medical professionals, EMTs, fire departments, government officials, policymakers, IT consultants, technology developers, academicians, researchers, and students.

Social Media Data Extraction and Content Analysis

Author : Hai-Jew, Shalin
Publisher : IGI Global
ISBN 13 : 1522506497
Total Pages : 493 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Social Media Data Extraction and Content Analysis by : Hai-Jew, Shalin

Download or read book Social Media Data Extraction and Content Analysis written by Hai-Jew, Shalin and published by IGI Global. This book was released on 2016-08-01 with total page 493 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today’s society, the utilization of social media platforms has become an abundant forum for individuals to post, share, tag, and, in some cases, overshare information about their daily lives. As significant amounts of data flood these venues, it has become necessary to find ways to collect and evaluate this information. Social Media Data Extraction and Content Analysis explores various social networking platforms and the technologies being utilized to gather and analyze information being posted to these venues. Highlighting emergent research, analytical techniques, and best practices in data extraction in global electronic culture, this publication is an essential reference source for researchers, academics, and professionals.