Evaluating and Attacking Statistical Spam Filtering Systems
Author: Gregory Lee Wittel
Publisher:
Published: 2004
Total Pages: 142
ISBN-13:
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Advances in Electronics, Communication and Computing
Author: Akhtar Kalam
Publisher: Springer
Published: 2017-10-27
Total Pages: 808
ISBN-13: 9811047650
DOWNLOAD EBOOKThis book is a compilation of research work in the interdisciplinary areas of electronics, communication, and computing. This book is specifically targeted at students, research scholars and academicians. The book covers the different approaches and techniques for specific applications, such as particle-swarm optimization, Otsu’s function and harmony search optimization algorithm, triple gate silicon on insulator (SOI)MOSFET, micro-Raman and Fourier Transform Infrared Spectroscopy (FTIR) analysis, high-k dielectric gate oxide, spectrum sensing in cognitive radio, microstrip antenna, Ground-penetrating radar (GPR) with conducting surfaces, and digital image forgery detection. The contents of the book will be useful to academic and professional researchers alike.
Applied Machine Learning for Smart Data Analysis
Author: Nilanjan Dey
Publisher: CRC Press
Published: 2019-05-20
Total Pages: 225
ISBN-13: 0429804563
DOWNLOAD EBOOKThe book focuses on how machine learning and the Internet of Things (IoT) has empowered the advancement of information driven arrangements including key concepts and advancements. Ontologies that are used in heterogeneous IoT environments have been discussed including interpretation, context awareness, analyzing various data sources, machine learning algorithms and intelligent services and applications. Further, it includes unsupervised and semi-supervised machine learning techniques with study of semantic analysis and thorough analysis of reviews. Divided into sections such as machine learning, security, IoT and data mining, the concepts are explained with practical implementation including results. Key Features Follows an algorithmic approach for data analysis in machine learning Introduces machine learning methods in applications Address the emerging issues in computing such as deep learning, machine learning, Internet of Things and data analytics Focuses on machine learning techniques namely unsupervised and semi-supervised for unseen and seen data sets Case studies are covered relating to human health, transportation and Internet applications
Evaluating the Security of Machine Learning Algorithms
Author: Marco Antonio Barreno
Publisher:
Published: 2008
Total Pages: 260
ISBN-13:
DOWNLOAD EBOOKEvaluating Information Systems
Author: Zahir Irani
Publisher: Routledge
Published: 2008-05-12
Total Pages: 386
ISBN-13: 1136404864
DOWNLOAD EBOOKThe adoption of Information Technology (IT) and Information Systems (IS) represents significant financial investments, with alternative perspectives to the evaluation domain coming from both the public and private sectors. As a result of increasing IT/IS budgets and their growing significance within the development of an organizational infrastructure, the evaluation and performance measurement of new technology remains a perennial issue for management. This book offers a refreshing and updated insight into the social fabric and technical dimensions of IT/IS evaluation together with insights into approaches used to measure the impact of information systems on its stakeholders. In doing so, it describes the portfolio of appraisal techniques that support the justification of IT/IS investments. Evaluating Information Systems explores the concept of evaluation as an evolutionary and dynamic process that takes into account the ability of enterprise technologies to integrate information systems within and between organisations. In particular, when set against a backdrop of organisational learning. It examines the changing portfolio of benefits, costs and risks associated with the adoption and diffusion of technology in today's global marketplace. Finally approaches to impact assessment through performance management and benchmarking is discussed.
Proceedings of the Third International Conference on Soft Computing for Problem Solving
Author: Millie Pant
Publisher: Springer
Published: 2014-07-08
Total Pages: 904
ISBN-13: 8132217713
DOWNLOAD EBOOKThe proceedings of SocProS 2013 serve as an academic bonanza for scientists and researchers working in the field of Soft Computing. This book contains theoretical as well as practical aspects of Soft Computing, an umbrella term for techniques like fuzzy logic, neural networks and evolutionary algorithms, swarm intelligence algorithms etc. This book will be beneficial for the young as well as experienced researchers dealing with complex and intricate real world problems for which finding a solution by traditional methods is very difficult. The different areas covered in the proceedings are: Image Processing, Cryptanalysis, Supply Chain Management, Newly Proposed Nature Inspired Algorithms, Optimization, Problems related to Medical and Health Care, Networking etc.
Encyclopedia of Machine Learning
Author: Claude Sammut
Publisher: Springer Science & Business Media
Published: 2011-03-28
Total Pages: 1061
ISBN-13: 0387307680
DOWNLOAD EBOOKThis comprehensive encyclopedia, in A-Z format, provides easy access to relevant information for those seeking entry into any aspect within the broad field of Machine Learning. Most of the entries in this preeminent work include useful literature references.
Wireless Algorithms, Systems, and Applications
Author: Sriram Chellappan
Publisher: Springer
Published: 2018-06-13
Total Pages: 928
ISBN-13: 3319942689
DOWNLOAD EBOOKThis book constitutes the proceedings of the 13th International Conference on Wireless Algorithms, Systems, and Applications, WASA 2018, held in Tianjin, China, in June 2018. The 59 full papers and 18 short papers presented in this book were carefully reviewed and selected from 197 submissions. The papers cover various topics such as cognitive radio networks; wireless sensor networks; cyber-physical systems; distributed and localized algorithm design and analysis; information and coding theory for wireless networks; localization; mobile cloud computing; topology control and coverage; security and privacy; underwater and underground networks; vehicular networks; internet of things; information processing and data management; programmable service interfaces; energy-efficient algorithms; system and protocol design; operating system and middle-ware support; and experimental test-beds, models and case studies.
Adversarial Machine Learning
Author: Anthony D. Joseph
Publisher: Cambridge University Press
Published: 2019-02-21
Total Pages: 341
ISBN-13: 1107043468
DOWNLOAD EBOOKThis study allows readers to get to grips with the conceptual tools and practical techniques for building robust machine learning in the face of adversaries.
Computational Intelligence in Security for Information Systems
Author: Álvaro Herrero
Publisher: Springer Science & Business Media
Published: 2011-05-30
Total Pages: 324
ISBN-13: 3642213227
DOWNLOAD EBOOKThis book constitutes the refereed proceedings of the 4th International Conference on Computational Intelligence in Security for Information Systems, CISIS 2011, held in Torremolinos-Málaga, in June 2011 as a satellite event of IWANN 2011, the International Work-Conference on Artificial and Natural Neural Networks. The 38 revised full papers presented were carefully reviewed and selected from a total of 70 submissions. The papers are organized in topical sections on machine learning and intelligence, network security, cryptography, securing software, and applications of intelligent methods for security.
