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检索条件"丛书名=Lecture Notes in Geoinformation and Cartography"

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Immunocomputing for geoinformation Fusion and Forecast

Immunocomputing for Geoinformation Fusion and Forecast

引用

4th International Workshop on Information Fusion and Geographical Information Systems

作者： Tarakanov, Alexander RAS St Petersburg Inst Informat & Automat St Petersburg 199178 Russia

ISBN: (纸本)9783642003035

Based on immunocomputing (IC), this paper proposes a new way for geoinformation fusion, spatio-temporal modeling, and forecast. The approach includes mathematically, rigorous mapping of high-dimensional spatio-temporal data into a scalar index, discrete tree transform (DTT) of the index values into states Of Cellular automata (CA), and identification of CA by IC. Numerical examples use official data of International Association for the Development of Freediving (AIDA), World Health Organization (WHO), as well as time series of Solar Influences Data Analysis Center (SIDC) and National Aeronautics and Space Administration (NASA). Anomaly index is also proposed using special the case of DTT. Recent results suggest that the IC approach Outperforms (by training time and accuracy) state-of-the-art approaches Of Computational intelligence.

关键词： Immunocomputing geoinformation fusion Spatio-temporal modeling Forecast

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Applying Instance Visualisation and Conceptual Schema Mapping for Geodata Harmonisation 1

引用

12th Association-of-Geographic-Information-Laboratories-for-Europe (AGILE) Conference/Workshop of the International-Society-of-Photogrammetry-and-Remote-Sensing (ISPRS)

作者： Reitz, Thorsten Kuijper, Arjan Fraunhofer Inst Comp Graph Res IGD D-64283 Darmstadt Germany

ISBN: (数字)9783642003189

ISBN: (纸本)9783642003189

This paper gives an introduction to concepts for a better expert knowledge extraction for geodata harmonisation. Geodata harmonisation involves overcoming heterogeneities on the syntactic, schematic and se-mantic levels, but user interaction is mostly required for the semantic interoperability level. Consequently, the goal is to provide tools to geo-domain experts which allow them to use their knowledge to describe the conceptual schemas of their domain as well as alignments to other domain's conceptual schemas in a sufficiently expressive way without be-coming experts in ontology engineering. We describe an approach for this that includes both visual analysis on the basis of geospatial instances and specific interaction guidance processes. Based on this approach, a prototypical implementation of a tool called the HUMBOLDT Alignment Editor (HALE) is introduced.

关键词： Air navigation

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Line Decomposition Based on Critical Points Detection 1

引用

12th Association-of-Geographic-Information-Laboratories-for-Europe (AGILE) Conference/Workshop of the International-Society-of-Photogrammetry-and-Remote-Sensing (ISPRS)

作者： Guilbert, Eric Hong Kong Polytech Univ Dept Land Surveying & GeoInformat Kowloon Hong Kong Peoples R China

ISBN: (数字)9783642003189

ISBN: (纸本)9783642003189

The problem of line simplification is a recurrent problem in cartography. The purpose is to remove irrelevant details while emphasising the main features of the line. Most of the current techniques belong to the spatial domain (least square method, active contour, point selection). However, some techniques applying to the frequency domain (Fourier transform, wavelets) have also been introduced. These latter methods are mostly employed for simplification and compression purposes where information about line features is rarely taken into account, thus limiting their usefulness for cartographic applications. This paper presents the principle of Empirical Mode Decomposition which belongs to the frequency domain. It is used in signal processing to decompose a signal into its different frequencies. The method for line simplification has been studied, showing that line features can be taken into account by introducing a new decomposition method based on the detection of critical points. Results obtained at different levels of detail are discussed. Finally, future directions for work are presented.

关键词： Empirical mode decomposition

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Estimating Spatio-Temporal Distribution of Railroad Users and Its Application to Disaster Prevention Planning 1

引用

12th Association-of-Geographic-Information-Laboratories-for-Europe (AGILE) Conference/Workshop of the International-Society-of-Photogrammetry-and-Remote-Sensing (ISPRS)

作者： Osaragi, Toshihiro Tokyo Inst Technol Dept Mech & Environm Informat Grad Sch Informat Sci & Engn Meguro Ku Tokyo 1528552 Japan

ISBN: (数字)9783642003189

ISBN: (纸本)9783642003189

To develop measures for minimizing human damage from a devastating earthquake, it is important to understand the characteristics of the population and its spatio-temporal distribution in an urban area. In the present paper, a model is constructed that simulates the route selection behavior and the transfer choices of railroad users using a geographic information system. The spatio-temporal distribution of users is estimated by applying the model to the Tokyo metropolitan area, using data collected in a person-trip survey. Some numerical examples using the proposed model are shown for detailed disaster prevention planning. In particular, the number and the spatio-temporal distribution of people with difficulty returning home are discussed.

关键词： railroad user spatio-temporal distribution disaster prevention planning person trip survey difficulty returning home

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Enhancing 3D City Models with Heterogeneous Spatial Information: Towards 3D Land Information Systems 1

引用

12th Association-of-Geographic-Information-Laboratories-for-Europe (AGILE) Conference/Workshop of the International-Society-of-Photogrammetry-and-Remote-Sensing (ISPRS)

作者： Ross, Lutz Bolling, Jannes Doellner, Juergen Kleinschmit, Birgit Berlin Inst Technol Dept Landscape Architecture & Environm Planning Str 17 Juni 145 D-10623 Berlin Germany Berlin Inst Technol Dept Geodesy & Geoinformat Sci D-10623 Berlin Germany Hasso Plattner Inst Software Syst Engn Potsdam 14482 Germany

ISBN: (数字)9783642003189

ISBN: (纸本)9783642003189

Spatial and georeferenced information plays an important role in urban land management processes such as spatial planning and environmental management. As many of the processes are increasingly coined by participation of and collaboration between multiple stakeholders, a common medium capable of integrating different types and sources of spatial information is necessary. It is argued that 3D city models provide such a framework and medium into which heterogeneous information can be integrated. Therefore, the main research question of this contribution is to identify and develop methods for integrating heterogeneous spatial and georeferenced information into 3D city models in the context of urban land management. We present a prototype 3D Land Information System and a use case for the city centre of Potsdam, Germany. In addition, constraints within administrations regarding the systematic, sustainable use of such a system are discussed.

关键词： Environmental management

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Automatic Revision of 2D Building Databases from High Resolution Satellite Imagery: A 3D Photogrammetric Approach 1

引用

12th Association-of-Geographic-Information-Laboratories-for-Europe (AGILE) Conference/Workshop of the International-Society-of-Photogrammetry-and-Remote-Sensing (ISPRS)

作者： Champion, Nicolas Stamon, Georges Pierrot-Deseilligny, Marc MATIS Inst Geog Natl 2-4 Ave Pasteur F-94160 St Mande France Univ Paris Descartes CRIP5 SIP F-75006 Paris France

ISBN: (数字)9783642003189

ISBN: (纸本)9783642003189

Among all the issues involved in Geographic Information Science, automating the update of 2D building databases is a crucial and challenging issue. Such an update usually starts out with a manual change detection process. The main goal of this paper is to present a new method to automate the detection of changes in a 2D building database, starting from satellite images. The workflow of our approach is divided into 2 phases. Primitives, extracted from multiple images or from a correlation Digital Surface Model (DSM), are firstly collected for each building and matched with primitives derived from the existing database to achieve a final decision about acceptance or rejection. A specific algorithm, based on the DSM and a computed Digital Terrain Model (DTM), is subsequently used to extract new buildings. The method is here introduced and tested in two test areas, very different regarding the land use and topography. The outcomes of the method are assessed and show the good performance of our system, especially in terms of completeness, robustness and transferability.

关键词： Database systems

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Design of Entrusting Protocols for Software Protection

Design of Entrusting Protocols for Software Protection

引用

4th International Workshop on Information Fusion and Geographical Information Systems

作者： Desnitsky, Vasily Kotenko, Igor RAS St Petersburg Inst Informat & Automat St Petersburg 199178 Russia

ISBN: (纸本)9783642003035

The paper considers the problem of design and analysis of entrusting protocols used within software protection mechanisms, including the protection mechanisms for Geographical Information Systems (GIS). The main goal of these mechanisms is to protect software against malicious tampering accomplished by potential intruders. The given protocol set is intended for data exchange between the trusted server and the client program being protected as necessary for the entire protection mechanism function. The paper presents the main Security requirements for the entrusting protocols and their analysis. The model of the intruder attempting to fulfill attacks on the protocol to compromise it as well as issues connected with protocol implementation are considered We propose the general technique to design these types of protocols, including formal methods of protocol construction and analysis. Specifically, besides conventional protocol development methods that embrace the search of possible attacks on the protocol (including formal means), consequent protocol correction, and formal verification, the paper considers the methods of automatic synthesis proposing correct-by-construction protocol design.

关键词： Software protection Security protocol design Remote entrusting Attacks Protocol analysis and verification

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Integrated Usage of Data Mining Methods for Malware Detection

Integrated Usage of Data Mining Methods for Malware Detectio...

引用

4th International Workshop on Information Fusion and Geographical Information Systems

作者： Komashinskiy, Dmitriy Kotenko, Igor St Petersburg Inst Informat & Automat SPIIRAS St Petersburg Russia

ISBN: (纸本)9783642003035

The problem of counteracting malicious software (malware) remains a real one in all computer systems, including Geographical Information Systems (GIS), despite the obvious successes of antivirus vendors in technologies aimed at early recognition of malware propagation, code analysis, and malware rapid updating of databases The basic issue of that problem is the quality of heuristic detection methods. The goal of these methods is to provide recognition of unknown malware samples, therefore heuristic detection is the last defense line of any critical object in IT infrastructure. The paper is devoted to the application of data mining methods to heuristic detector development The offered approach differs from existing ones by cyclic interactive covert processing of behavioral information, and integrated use of different methods of data mining for various classes of malware. The paper discusses research into how a family of different data mining methods based on Bayes approach, decision trees and neural networks were implemented and investigated. The paper proposes a general integrated approach to realization of malware detection methods.

关键词： Data mining Malware Behavior-based malware detection

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Remote Sensing and Geospatial Technologies for Coastal Ecosystem Assessment and Management 2009

引用

丛书名： lecture notes in geoinformation and cartography

2009年

作者： Xiaojun Yang

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Geographical Information System for Analysis of Critical Infrastructures and their Hazards due to Terrorism, Man-Originated Catastrophes and Natural Disasters for the City of Gdansk

Geographical Information System for Analysis of Critical Inf...

引用

4th International Workshop on Information Fusion and Geographical Information Systems

作者： Kulawiak, Marcin Lubniewski, Zbigniew Bikonis, Krzysztof Stepnowski, Andrzej Gdansk Univ Technol Dept Geoinformat PL-80953 Gdansk Poland

ISBN: (纸本)9783642003035

The paper presents a web-based Geographic Information System (GIS) for assessment and visualization of Critical Infrastructure (CI) and its hazards which was developed by the Department of Geoinformatics at Gdansk University of Technology for the City of Gdansk. The system allows spatial processing and mapping of various CI analysis results, with the CI analysis module based oil the CARVER2 (TM) technology adapted to particular requirements of the Gdansk City Hall Crisis Management Department (CMD). The system works as an integrated solution for both Visualization of hazard scenarios and a team-enabled environment for information analysis and sharing among geographically distributed decision makers. The paper focuses oil the sample applications with reference to the analysis, Visualization, and mapping in a geographical context of several threat scenarios, such as blast attack, chemical attack, and toxic leakage as well as the spatial distribution of critical infrastructure components in Gdansk, Poland.

关键词： GIS CARVER2 Critical infrastructures Hazards

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