Predictive Crime Analysis Using R

DOWNLOAD

Download Predictive Crime Analysis Using R PDF/ePub or read online books in Mobi eBooks. Click Download or Read Online button to get Predictive Crime Analysis Using R book now. This website allows unlimited access to, at the time of writing, more than 1.5 million titles, including hundreds of thousands of titles in various foreign languages. If the content not found or just blank you must refresh this page

Predictive Crime Analysis Using R

DOWNLOAD
Author : Jeffrey Strickland
language : en
Publisher: Lulu.com
Release Date : 2019-02-14

Predictive Crime Analysis Using R written by Jeffrey Strickland and has been published by Lulu.com this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-02-14 with Law categories.

Predictive Crime Analysis using R is Dr. Strickland's second crime analysis book. In this volume, rather than using data to describe crime history, he uses it to predict crime using pattern created with advanced clustering methods, crime series linkage, and text analysis. Coverage includes prediction of conventional crime and terrorist attacks. The open-source software R is introduced and used in developing crime data, including Geo-spatial data, and constructing predictive models and performing post analysis. Using actual crime data from cities like Atlanta, Dr. Strickland also shows how to simulate additional data from actual data. Simulated data can then be used in cities with insufficient actual data, but with similar demographics and human behavior.

Crime Mapping And Spatial Data Analysis Using R

DOWNLOAD
Author : Juan Medina Ariza
language : en
Publisher: CRC Press
Release Date : 2023-04-27

Crime Mapping And Spatial Data Analysis Using R written by Juan Medina Ariza and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-27 with Mathematics categories.

Crime mapping and analysis sit at the intersection of geocomputation, data visualisation and cartography, spatial statistics, environmental criminology, and crime analysis. This book brings together relevant knowledge from these fields into a practical, hands-on guide, providing a useful introduction and reference material for topics in crime mapping, the geography of crime, environmental criminology, and crime analysis. It can be used by students, practitioners, and academics alike, whether to develop a university course, to support further training and development, or to hone skills in self-teaching R and crime mapping and spatial data analysis. It is not an advanced statistics textbook, but rather an applied guide and later useful reference books, intended to be read and for readers to practice the learnings from each chapter in sequence. In the first part of this volume we introduce key concepts for geographic analysis and representation and provide the reader with the foundations needed to visualise spatial crime data. We then introduce a series of tools to study spatial homogeneity and dependence. A key focus in this section is how to visualise and detect local clusters of crime and repeat victimisation. The final chapters introduce the use of basic spatial models, which account for the distribution of crime across space. In terms of spatial data analysis the focus of the book is on spatial point pattern analysis and lattice or area data analysis.

Data Science Applications Using R

DOWNLOAD
Author : Jeffrey Strickland
language : en
Publisher: Lulu.com
Release Date : 2019-11-13

Data Science Applications Using R written by Jeffrey Strickland and has been published by Lulu.com this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-13 with Business & Economics categories.

To write a single book about data science, at least as I view the discipline, would result in several volumes. I have come to view Data Science as a multidisciplinary field. People who engage in data science may be statisticians, economists, mathematicians, operations research analysts, and a myriad of other scientific professionals. Most would agree that data scientist have advance degrees in one or more of these disciplines. All practitioners would agree that Data is at center stage. This book is intended to demonstrate the multidisciplinary application of data science, using R-programming with R Studio.

Dark Web Pattern Recognition And Crime Analysis Using Machine Intelligence

DOWNLOAD
Author : Rawat, Romil
language : en
Publisher: IGI Global
Release Date : 2022-05-13

Dark Web Pattern Recognition And Crime Analysis Using Machine Intelligence written by Rawat, Romil and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-13 with Computers categories.

Data stealing is a major concern on the internet as hackers and criminals have begun using simple tricks to hack social networks and violate privacy. Cyber-attack methods are progressively modern, and obstructing the attack is increasingly troublesome, regardless of whether countermeasures are taken. The Dark Web especially presents challenges to information privacy and security due to anonymous behaviors and the unavailability of data. To better understand and prevent cyberattacks, it is vital to have a forecast of cyberattacks, proper safety measures, and viable use of cyber-intelligence that empowers these activities. Dark Web Pattern Recognition and Crime Analysis Using Machine Intelligence discusses cyberattacks, security, and safety measures to protect data and presents the shortcomings faced by researchers and practitioners due to the unavailability of information about the Dark Web. Attacker techniques in these Dark Web environments are highlighted, along with intrusion detection practices and crawling of hidden content. Covering a range of topics such as malware and fog computing, this reference work is ideal for researchers, academicians, practitioners, industry professionals, computer scientists, scholars, instructors, and students.

New Research In Crime Modeling And Mapping Using Geospatial Technologies

DOWNLOAD
Author : Michael Leitner
language : en
Publisher: Springer Nature
Release Date : 2025-03-10

New Research In Crime Modeling And Mapping Using Geospatial Technologies written by Michael Leitner and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-10 with Science categories.

This edited volume offers innovative research and applications in the analysis, modelling, and mapping of crime using geospatial and GeoAI technologies. This is a follow-up publication of an edited volume by the same editor with a similar title, Crime Modeling and Mapping Using Geospatial Technologies, published by Springer in its popular Geotechnologies and the Environment series in 2013. The book comprises sixteen chapters authored by some of the most esteemed researchers in the field. These chapters are organized into four sections: big data and microspaces (Part I), mobility (Part II), drugs (Part III), and additional geospatial applications (Part IV). Part I includes five chapters focusing on interactive crime mapping by using large data sets obtained from social media and analyzing these data using AI applications; a fundamental spatial problem that considers spatial properties of a crime dataset to determine an adequate areal unit size; different aspects of the influence or prediction of crime in microspaces; and the use of sampled surface pollen to model the search space for documented forensic cases. Part II has four chapters that introduce two route generation heuristics that automate the creation of hot spots policing patrol routes; discuss how to optimize police response with two different maximal covering location problems; and examine how human mobility patterns impact crime trends and modelling. Part III consists of three chapters addressing opioid overdose patterns using a spatial mixed methods approach; spatial-temporal changes in hot spots of drug-related offences; and how geospatial technology can be used to empower stakeholders to make informed policy decisions about alcohol-related motor vehicle collisions. Part IV comprises four diverse chapters that do not fit under a single theme. The topics discussed include: the impact of video surveillance on the spatial distribution of crime; the identification of the location of missing persons outreach events with spatial clustering analysis methods; an examination of the distribution patterns of all types of juvenile delinquency to investigate underlying factors; and a review and comparison of GeoAI methods for detecting and mapping illegal logging. This book would be useful to faculty, students and research scholars from geography, sociology, criminal justice, criminology, forensic sciences, and other related disciplines as well as to crime analysts working for law enforcement agencies at the local, state, or federal levels from around the world.

Crime Analysis With Crime Mapping

DOWNLOAD
Author : Rachel Boba Santos
language : en
Publisher: SAGE
Release Date : 2012-02-29

Crime Analysis With Crime Mapping written by Rachel Boba Santos and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-02-29 with Computers categories.

In this text, Santos (criminal justice, Florida Atlantic U.) covers theories, practice, data, and analysis techniques associated with crime mapping and crime analysis. The first two parts of the text describe the field's theoretical foundations and detail the crime analysis process. Part 3 describes the data, techniques, and products of tactical crime analysis, and part 4 explains techniques used in analyzing long-term crime and disorder problems, offering case examples. Part 5 considers administrative crime analysis. Revised to reflect current research and methods, this third edition provides a new typology that categorizes crime analysis results by the type of problem examined, the purpose of the analysis, and the type of audience for which the results are produced. Also new are profiles of professionals. The text is illustrated with b&w and two-color charts, maps, and aerial photos. The student website provides police reports, links to journal articles, and a link to ATAC software, which allows students to conduct crime analysis themselves. The instructor website offers tests, slides, syllabi, and assignments. Annotation ©2012 Book News, Inc., Portland, OR (booknews.com).

Bio Inspired Computing

DOWNLOAD
Author : Anu Bajaj
language : en
Publisher: Springer Nature
Release Date : 2025-06-05

Bio Inspired Computing written by Anu Bajaj and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-05 with Computers categories.

This book presents 53 selected papers focused on Deep Learning and Large Language Models from the 14th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2023) and 13th World Congress on Information and Communication Technologies (WICT 2023), which was held in five different cities namely Olten, Switzerland; Porto, Portugal; Kaunas, Lithuania; Greater Noida, India; Kochi, India and in online mode. The 23rd International Conference on Hybrid Intelligent Systems (IBICA-WICT 2023) was focusing on synergistic combinations of multiple approaches to develop the next generation of bio-inspired computing and ICT systems. IBICA-WICT 2023 had contributions by authors from 36 countries. This book offers a valuable reference guide for all scientists, academicians, researchers, students, and practitioners focused on advanced machine learning including deep learning methods, large language models, and its real-world applications.

Artificial Intelligence And Blockchain For Future Cybersecurity Applications

DOWNLOAD
Author : Yassine Maleh
language : en
Publisher: Springer Nature
Release Date : 2021-04-30

Artificial Intelligence And Blockchain For Future Cybersecurity Applications written by Yassine Maleh and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-30 with Computers categories.

This book presents state-of-the-art research on artificial intelligence and blockchain for future cybersecurity applications. The accepted book chapters covered many themes, including artificial intelligence and blockchain challenges, models and applications, cyber threats and intrusions analysis and detection, and many other applications for smart cyber ecosystems. It aspires to provide a relevant reference for students, researchers, engineers, and professionals working in this particular area or those interested in grasping its diverse facets and exploring the latest advances on artificial intelligence and blockchain for future cybersecurity applications.

Crime Prevention In The 21st Century

DOWNLOAD
Author : Benoit LeClerc
language : en
Publisher: Springer
Release Date : 2016-08-27

Crime Prevention In The 21st Century written by Benoit LeClerc and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-08-27 with Social Science categories.

This volume brings together a series of original contributions made by international experts dedicated to guiding efforts in preventing crime. The collection is divided into seven sections that cover cutting edge approaches to crime prevention: 1) the offenders’ perspective on crime prevention 2) crime script analysis 3) crime mapping and spatial analysis 4) social network analysis 5) agent-based modelling 6) crime-proofing legislations 7) technologies of crime prevention Each section includes one theoretical chapter to introduce the research approach followed by a series of empirical/applied contributions. The theoretical chapter aims to introduce and explain the approach of interest and discusses under which circumstances this strategy could best assist crime prevention. The objective of empirical/applied contributions is simply to showcase how these approaches can be apply. This collection can be seen as the end result of the convergence of novel ideas and analytical skills in the area of crime and crime prevention worldwide. It will be of interest to researchers in Criminology and Criminal Justice, as well as related fields like Sociology and Psychology, Security, Urban Planning, and Public Policy.

Challenges In The Iot And Smart Environments

DOWNLOAD
Author : Reza Montasari
language : en
Publisher: Springer Nature
Release Date : 2021-11-26

Challenges In The Iot And Smart Environments written by Reza Montasari and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-26 with Computers categories.

This book is an invaluable reference for those operating within the fields of Cyber Security, Digital Forensics, Digital Policing, Computer Science and Artificial Intelligence. The Internet of Things (IoT) ecosystem presents a wide range of consumer, infrastructure, organisational, industrial and military applications. The IoT technologies such as intelligent health-connected devices; unmanned aerial vehicles (UAVs); smart grids; cyber-physical and cyber-biological systems; and the Internet of Military/Battlefield Things offer a myriad of benefits both individually and collectively. For example, implantable devices could be utilised to save or enhance patients’ lives or offer preventative treatments. However, notwithstanding its many practical and useful applications, the IoT paradigm presents numerous challenges spanning from technical, legal and investigative issues to those associated with security, privacy and ethics. Written by internationally-renowned experts in the field, this book aims to contribute to addressing some of these challenges. Lawyers, psychologists and criminologists could also find this book a very valuable resource at their disposal, and technology enthusiasts might find the book interesting. Furthermore, the book is an excellent advanced text for research and master’s degree students as well as undergraduates at their final years of studies in the stated fields.