Adaptive Model Based Mine Detection

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Adaptive Model-Based Mine Detection

Author :
Publisher :
ISBN 13 :
Total Pages : 6 pages
Book Rating : 4.:/5 (727 download)

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Book Synopsis Adaptive Model-Based Mine Detection by :

Download or read book Adaptive Model-Based Mine Detection written by and published by . This book was released on 2009 with total page 6 pages. Available in PDF, EPUB and Kindle. Book excerpt: The acoustic detection of buried mines is hampered by the fact that at the frequencies required for obtaining useful penetration, the energy is quickly absorbed by the ground. A recent approach which avoids this problem, is to excite the ground with a high-level low frequency sound, which excites low frequency resonances in the mine. These resonances cause a low-level vibration on the surface which can be detected by a Laser Doppler Vibrometer. This paper presents a method of quickly and efficiently detecting these vibrations by sensing a change in the statistics of the signal when the mine is present. Results based on real data are shown.

Alternatives for Landmine Detection

Author : Jacqueline MacDonald Gibson
Publisher : Rand Corporation
ISBN 13 : 9780833033017
Total Pages : 336 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Alternatives for Landmine Detection by : Jacqueline MacDonald Gibson

Download or read book Alternatives for Landmine Detection written by Jacqueline MacDonald Gibson and published by Rand Corporation. This book was released on 2003 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: At the rate that government and nongovernmental organizations are clearing existing landmines, it will take 450-500 years to rid the world of them. Concerned about the slow pace of demining, the Office of Science and Technology asked RAND to assess potential innovative technologies being explored and to project what funding would be required to foster the development of the more promising ones. The authors of this report suggest that the federal government undertake a research and development effort to develop a multisensor mine detection system over the next five to eight years.

Adaptive Multi-sensor Integration for Mine Detection

Author :
Publisher :
ISBN 13 :
Total Pages : 18 pages
Book Rating : 4.:/5 (684 download)

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Book Synopsis Adaptive Multi-sensor Integration for Mine Detection by :

Download or read book Adaptive Multi-sensor Integration for Mine Detection written by and published by . This book was released on 1997 with total page 18 pages. Available in PDF, EPUB and Kindle. Book excerpt: State-of-the-art in multi-sensor integration (MSI) application involves extensive research and development time to understand and characterize the application domain; to determine and define the appropriate sensor suite; to analyze, characterize, and calibrate the individual sensor systems; to recognize and accommodate the various sensor interactions; and to develop and optimize robust merging code. Much of this process can benefit from adaptive learning, i.e., an output-based system can take raw sensor data and desired merged results as input and adaptively develop/determine an effective method if interpretation and merger. This approach significantly reduces the time required to apply MSI to a given application, while increasing the quality of the final result and provides a quantitative measure for comparing competing MSI techniques and sensor suites. The ability to automatically develop and optimize MSI techniques for new sensor suites and operating environments makes this approach well suited to the detection of mines and mine-like targets. Perhaps more than any other, this application domain is characterized by diverse, innovative, and dynamic sensor suites, whose nature and interactions are not yet well established. This paper presents such an outcome-based multi-image analysis system. An empirical evaluation of its performance and its application, sensor and domain robustness is presented.

Applications of Data Mining in Computer Security

Author : Daniel Barbará
Publisher : Springer Science & Business Media
ISBN 13 : 9781402070549
Total Pages : 286 pages
Book Rating : 4.0/5 (75 download)

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Book Synopsis Applications of Data Mining in Computer Security by : Daniel Barbará

Download or read book Applications of Data Mining in Computer Security written by Daniel Barbará and published by Springer Science & Business Media. This book was released on 2002-05-31 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data mining is becoming a pervasive technology in activities as diverse as using historical data to predict the success of a marketing campaign, looking for patterns in financial transactions to discover illegal activities or analyzing genome sequences. From this perspective, it was just a matter of time for the discipline to reach the important area of computer security. Applications Of Data Mining In Computer Security presents a collection of research efforts on the use of data mining in computer security. Applications Of Data Mining In Computer Security concentrates heavily on the use of data mining in the area of intrusion detection. The reason for this is twofold. First, the volume of data dealing with both network and host activity is so large that it makes it an ideal candidate for using data mining techniques. Second, intrusion detection is an extremely critical activity. This book also addresses the application of data mining to computer forensics. This is a crucial area that seeks to address the needs of law enforcement in analyzing the digital evidence.

Knowledge Mining Using Intelligent Agents

Author : Satchidananda Dehuri
Publisher : World Scientific
ISBN 13 : 184816386X
Total Pages : 325 pages
Book Rating : 4.8/5 (481 download)

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Book Synopsis Knowledge Mining Using Intelligent Agents by : Satchidananda Dehuri

Download or read book Knowledge Mining Using Intelligent Agents written by Satchidananda Dehuri and published by World Scientific. This book was released on 2011 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: Knowledge Mining Using Intelligent Agents explores the concept of knowledge discovery processes and enhances decision-making capability through the use of intelligent agents like ants, termites and honey bees. In order to provide readers with an integrated set of concepts and techniques for understanding knowledge discovery and its practical utility, this book blends two distinct disciplines data mining and knowledge discovery process, and intelligent agents-based computing (swarm intelligence and computational intelligence). For the more advanced reader, researchers, and decision/policy-makers are given an insight into emerging technologies and their possible hybridization, which can be used for activities like dredging, capturing, distributions and the utilization of knowledge in their domain of interest (i.e. business, policy-making, etc.). By studying the behavior of swarm intelligence, this book aims to integrate the computational intelligence paradigm and intelligent distributed agents architecture to optimize various engineering problems and efficiently represent knowledge from the large gamut of data.

Physics-based Radiometric Signature Modeling and Detection Algorithms of Land Mines Using Electro-optical Sensors

Author : Wen-Jiao Liao
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (567 download)

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Book Synopsis Physics-based Radiometric Signature Modeling and Detection Algorithms of Land Mines Using Electro-optical Sensors by : Wen-Jiao Liao

Download or read book Physics-based Radiometric Signature Modeling and Detection Algorithms of Land Mines Using Electro-optical Sensors written by Wen-Jiao Liao and published by . This book was released on 2003 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract: Airborne EO sensors possess several desirable properties for finding surface-laid anti-vehicle mines. They are capable of stand-off operation and can quickly survey a large area. This work focuses on signature modeling and detection algorithms, two topics that are useful in realizing a real-time minefield detector using EO imagery. Signature modeling helps to provide insight for sensor deployment. The model addresses relevant issues in sources, targets, and sensors. Natural sources such as thermal emission, solar radiation, and solar scattering were considered and incorporated using empirical models. A BRDF model that defines scattering and emission from rough surfaces was developed that integrates geometric relations with intrinsic surface properties. Stokes' vectors are used throughout this work to describe incident and scattered radiances, which permits a polarimetric study of the signatures. The simulated signatures are compared with several measured data sets from different scenarios and exhibit strong quantitative agreement. Mine detection algorithms are a critical system component. The existing baseline "RX" algorithm makes little use of signature information. An alternative to the RX algorithm is constructed using an estimator-correlator formulation and uses spatial target information to enhance the clutter rejection rate. A filter-bank configuration was proposed to fuse results from multiple references to boost the mine detection rate. A locally adaptive implementation was developed to obtain a reliable detection in inhomogeneous backgrounds. The proposed detectors were used to process a large measured data set. Substantial gains were observed for the techniques proposed here. The advancements described throughout this work will serve to improve real-time mine detection.

Autonomic and Trusted Computing

Author : Laurence T. Yang
Publisher : Springer Science & Business Media
ISBN 13 : 354038619X
Total Pages : 629 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Autonomic and Trusted Computing by : Laurence T. Yang

Download or read book Autonomic and Trusted Computing written by Laurence T. Yang and published by Springer Science & Business Media. This book was released on 2006-08-25 with total page 629 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third International Conference on Autonomic and Trusted Computing, ATC 2006, held in Wuhan, China in September 2006. The 57 revised full papers presented together with two keynotes were carefully reviewed and selected from 208 submissions. The papers are organized in topical sections.

Recent Advances in Intrusion Detection

Author : Giovanni Vigna
Publisher : Springer Science & Business Media
ISBN 13 : 3540408789
Total Pages : 248 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Recent Advances in Intrusion Detection by : Giovanni Vigna

Download or read book Recent Advances in Intrusion Detection written by Giovanni Vigna and published by Springer Science & Business Media. This book was released on 2003-09-02 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 6th International Symposium on Recent Advances in Intrusion Detection, RAID 2003, held in Pittsburgh, PA, USA in September 2003. The 13 revised full papers presented were carefully reviewed and selected from 44 submissions. The papers are organized in topical sections on network infrastructure, anomaly detection, modeling and specification, and IDS sensors.

Networked Digital Technologies

Author : Simon Fong
Publisher : Springer
ISBN 13 : 3642221858
Total Pages : 457 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Networked Digital Technologies by : Simon Fong

Download or read book Networked Digital Technologies written by Simon Fong and published by Springer. This book was released on 2011-06-27 with total page 457 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the Third International Conference on Networked Digital Technologies, held in Macau, China, in July 2011. The 41 revised papers presented were carefully reviewed and selected from 127 submissions. The papers are organized in topical sections on information security, networks, information management, multimedia, human computer interaction and simulation, e-learning and e-government, Web services/semantics, user centric information system/intelligent computing, and data mining.

Advances in Network Security and Applications

Author : David C. Wyld
Publisher : Springer Science & Business Media
ISBN 13 : 364222539X
Total Pages : 677 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Advances in Network Security and Applications by : David C. Wyld

Download or read book Advances in Network Security and Applications written by David C. Wyld and published by Springer Science & Business Media. This book was released on 2011-06-30 with total page 677 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 4th International Conference on Network Security and Applications held in Chennai, India, in July 2011. The 63 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers address all technical and practical aspects of security and its applications for wired and wireless networks and are organized in topical sections on network security and applications, ad hoc, sensor and ubiquitous computing, as well as peer-to-peer networks and trust management.

Knowledge-Based Intelligent Information and Engineering Systems

Author : Bruno Apolloni
Publisher : Springer
ISBN 13 : 354074827X
Total Pages : 1411 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Knowledge-Based Intelligent Information and Engineering Systems by : Bruno Apolloni

Download or read book Knowledge-Based Intelligent Information and Engineering Systems written by Bruno Apolloni and published by Springer. This book was released on 2007-09-12 with total page 1411 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation The three volume set LNAI 4692, LNAI 4693, and LNAI 4694, constitute the refereed proceedings of the 11th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2007, held in Vietri sul Mare, Italy, September 12-14, 2007. The 409 revised papers presented were carefully reviewed and selected from about 1203 submissions. The papers present a wealth of original research results from the field of intelligent information processing in the broadest sense; topics covered in the first volume are artificial neural networks and connectionists systems, fuzzy and neuro-fuzzy systems, evolutionary computation, machine learning and classical AI, agent systems, knowledge based and expert systems, hybrid intelligent systems, miscellaneous intelligent algorithms, intelligent vision and image processing, knowledge management and ontologies, Web intelligence, multimedia, e-learning and teaching, intelligent signal processing, control and robotics, other intelligent systems applications, papers of the experience management and engineering workshop, industrial applications of intelligent systems, as well as information engineering and applications in ubiquotous computing environments.

Adaptive Stream Mining

Author : Albert Bifet
Publisher : IOS Press
ISBN 13 : 1607500906
Total Pages : 224 pages
Book Rating : 4.6/5 (75 download)

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Book Synopsis Adaptive Stream Mining by : Albert Bifet

Download or read book Adaptive Stream Mining written by Albert Bifet and published by IOS Press. This book was released on 2010 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a significant contribution to the subject of mining time-changing data streams and addresses the design of learning algorithms for this purpose. It introduces new contributions on several different aspects of the problem, identifying research opportunities and increasing the scope for applications. It also includes an in-depth study of stream mining and a theoretical analysis of proposed methods and algorithms. The first section is concerned with the use of an adaptive sliding window algorithm (ADWIN). Since this has rigorous performance guarantees, using it in place of counters or accumulators, it offers the possibility of extending such guarantees to learning and mining algorithms not initially designed for drifting data. Testing with several methods, including Naïve Bayes, clustering, decision trees and ensemble methods, is discussed as well. The second part of the book describes a formal study of connected acyclic graphs, or 'trees', from the point of view of closure-based mining, presenting efficient algorithms for subtree testing and for mining ordered and unordered frequent closed trees. Lastly, a general methodology to identify closed patterns in a data stream is outlined. This is applied to develop an incremental method, a sliding-window based method, and a method that mines closed trees adaptively from data streams. These are used to introduce classification methods for tree data streams.

Introduction to Data Mining and Its Applications

Author : S. Sumathi
Publisher : Springer Science & Business Media
ISBN 13 : 3540343504
Total Pages : 836 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Introduction to Data Mining and Its Applications by : S. Sumathi

Download or read book Introduction to Data Mining and Its Applications written by S. Sumathi and published by Springer Science & Business Media. This book was released on 2006-09-26 with total page 836 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the concepts of data mining and data warehousing, a promising and flourishing frontier in data base systems and new data base applications and is also designed to give a broad, yet in-depth overview of the field of data mining. Data mining is a multidisciplinary field, drawing work from areas including database technology, AI, machine learning, NN, statistics, pattern recognition, knowledge based systems, knowledge acquisition, information retrieval, high performance computing and data visualization. This book is intended for a wide audience of readers who are not necessarily experts in data warehousing and data mining, but are interested in receiving a general introduction to these areas and their many practical applications. Since data mining technology has become a hot topic not only among academic students but also for decision makers, it provides valuable hidden business and scientific intelligence from a large amount of historical data. It is also written for technical managers and executives as well as for technologists interested in learning about data mining.

User Modeling, Adaptation, and Personalization

Author : Geert-Jan Houben
Publisher : Springer Science & Business Media
ISBN 13 : 3642022464
Total Pages : 504 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis User Modeling, Adaptation, and Personalization by : Geert-Jan Houben

Download or read book User Modeling, Adaptation, and Personalization written by Geert-Jan Houben and published by Springer Science & Business Media. This book was released on 2009-06-08 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the First International Conference on User Modeling, Adaptation, and Personalization, held in Trento, Italy, on June 22-26, 2009. This annual conference was merged from the biennial conference series User Modeling, UM, and the conference on Adaptive Hypermedia and Adaptive Web-Based Systems, AH. The 53 papers presented together with 3 invited talks were carefully reviewed and selected from 125 submissions. The tutorials and workshops were organized in topical sections on constraint-based tutoring systems; new paradigms for adaptive interaction; adaption and personalization for Web 2.0; lifelong user modelling; personalization in mobile and pervasive computing; ubiquitous user modeling; user-centred design and evaluation of adaptive systems.

Advanced Data Mining and Applications

Author : Xue Li
Publisher : Springer Science & Business Media
ISBN 13 : 354027894X
Total Pages : 852 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Advanced Data Mining and Applications by : Xue Li

Download or read book Advanced Data Mining and Applications written by Xue Li and published by Springer Science & Business Media. This book was released on 2005-07-12 with total page 852 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the First International Conference on Advanced Data Mining and Applications, ADMA 2005, held in Wuhan, China in July 2005. The conference was focused on sophisticated techniques and tools that can handle new fields of data mining, e.g. spatial data mining, biomedical data mining, and mining on high-speed and time-variant data streams; an expansion of data mining to new applications is also strived for. The 25 revised full papers and 75 revised short papers presented were carefully peer-reviewed and selected from over 600 submissions. The papers are organized in topical sections on association rules, classification, clustering, novel algorithms, text mining, multimedia mining, sequential data mining and time series mining, web mining, biomedical mining, advanced applications, security and privacy issues, spatial data mining, and streaming data mining.

Advances in Data Mining - Theoretical Aspects and Applications

Author : Petra Perner
Publisher : Springer
ISBN 13 : 354073435X
Total Pages : 362 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Advances in Data Mining - Theoretical Aspects and Applications by : Petra Perner

Download or read book Advances in Data Mining - Theoretical Aspects and Applications written by Petra Perner and published by Springer. This book was released on 2007-08-18 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: The papers in this volume represent the proceedings of the 7th Industrial Conference on Data Mining. They are organized into topical sections on aspects of classification and prediction, clustering, web mining, data mining in medicine, applications of data mining, time series and frequent pattern mining, and association rule mining. Readers gain new insights into theories underlying data mining and discover state-of-the-technology applications.

Proceedings of the Fifth International Conference on Fuzzy and Neuro Computing (FANCCO - 2015)

Author : V. Ravi
Publisher : Springer
ISBN 13 : 3319272128
Total Pages : 365 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Proceedings of the Fifth International Conference on Fuzzy and Neuro Computing (FANCCO - 2015) by : V. Ravi

Download or read book Proceedings of the Fifth International Conference on Fuzzy and Neuro Computing (FANCCO - 2015) written by V. Ravi and published by Springer. This book was released on 2015-11-24 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: This proceedings bring together contributions from researchers from academia and industry to report the latest cutting edge research made in the areas of Fuzzy Computing, Neuro Computing and hybrid Neuro-Fuzzy Computing in the paradigm of Soft Computing. The FANCCO 2015 conference explored new application areas, design novel hybrid algorithms for solving different real world application problems. After a rigorous review of the 68 submissions from all over the world, the referees panel selected 27 papers to be presented at the Conference. The accepted papers have a good, balanced mix of theory and applications. The techniques ranged from fuzzy neural networks, decision trees, spiking neural networks, self organizing feature map, support vector regression, adaptive neuro fuzzy inference system, extreme learning machine, fuzzy multi criteria decision making, machine learning, web usage mining, Takagi-Sugeno Inference system, extended Kalman filter, Goedel type logic, fuzzy formal concept analysis, biclustering etc. The applications ranged from social network analysis, twitter sentiment analysis, cross domain sentiment analysis, information security, education sector, e-learning, information management, climate studies, rainfall prediction, brain studies, bioinformatics, structural engineering, sewage water quality, movement of aerial vehicles, etc.