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Evaluation of Medical Image Watermarking with Tamper Detection and Recovery (AW-TDR)

Evaluation of Medical Image Watermarking with Tamper Detecti...

引用

29th Annual International Conference of the IEEE engineering in Medicine and Biology Society (EMBS 2007), vol.14

作者： Jasni M. Zain Abdul R. M. Fauzi Faculty of Computer Systems and Software Engineering Universiti Malaysia Pahang Kuantan Pahang Malaysia Department of Internal Medicine International Islamic University Malaysia Kuantan Pahang Malaysia

This paper will study and evaluate watermarking technique by Zain and Fauzi [1]. Recommendations will then be made to enhance the technique especially in the aspect of recovery or reconstruction rate for medical images. A proposal will also be made for a better distribution of watermark to minimize the distortion of the Region of Interest (ROI). The final proposal will enhance AW-TDR in three aspects;firstly the image quality in the ROI will be improved as the maximum change is only 2 bits in every 4 pixels, or embedding rate of 0.5bits/pixel. Secondly the recovery rate will also be better since the recovery bits are located outside the region of interest. The disadvantage in this is that, only manipulation done in the ROI will be detected. Thirdly the quality of the reconstructed image will be enhanced since the average of 2×2 pixels would be used to reconstruct the tampered image.

关键词： Biomedical imaging Watermarking Image reconstruction Authentication Parity check codes Proposals Pixel Image quality Error correction codes Degradation

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A Hybrid Case Based Reasoning System Using Fuzzy-Rough Sets and Formal Concept Analysis

A Hybrid Case Based Reasoning System Using Fuzzy-Rough Sets ...

引用

International Conference on Fuzzy systems and Knowledge Discovery (FSKD)

作者： Jirapond Tadrat Veera Boonjing Puntip Pattaraintakorn Software Systems Engineering Laboratory Department of Mathematics and Computer Science King Mongkut''s Institute of Technology Ladkrabang Bangkok Thailand Department of Mathematics and Computer Science King Mongkut''s Institute of Technology Ladkrabang Bangkok Thailand

In this paper, we propose a new hybrid case based reasoning system based on rough set theory, formal concept analysis and fuzzy sets. This system applies rough set theory to assure minimally sufficient cases in its case base. It uses formal concept analysis to reveal knowledge of attribute dependencies in terms of concept lattices. Numeric attributes are transformed to be suitable for formal concept analysis using fuzzy sets.

关键词： Fuzzy sets Mathematics computer science Set theory Lattices Information systems software systems systems engineering and theory Laboratories Rough sets

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Globalizing software Development in the Local Classroom

Globalizing Software Development in the Local Classroom

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Conference on software engineering Education & Training (CSEE&T)

作者： Ita Richardson Sarah Moore Daniel Paulish Valentine Casey Dolores Zage Department of Computer Science & Information Systems and Lero The Irish Software Engineering Research Centre University of Limerick Ireland University of Limerick Ireland Siemens Corporate Research Inc. Princeton NJ USA Software Engineering Research Center Ball State University IN USA

Given the requirement for software engineering graduates to operate in Global software Development (GSD) environments, educators need to develop teaching methods to enhance and instill GSD knowledge in their students. In this paper, we discuss two projects that provided students with a first-hand learning experience of working within GSD teams. One project was with Siemens Corporate Research, whose focus was to shadow the development of a real-life GSD project. The second project, whose focus was virtual team software testing, was carried out in collaboration with Ball State University. In parallel with these projects we undertook qualitative research during which we analyzed students' own written reflections and face-to-face interviews that focused on their learning experiences in these contexts. We identified three specific forms of learning which had taken place: pedagogical, pragmatic and the acquisition of specific globally distributed knowledge. Our findings confirm that mimicking real work settings has educational benefits for problem-based learning environments.

关键词： Programming software engineering Natural languages Virtual groups Global communication computer science Information systems Education Project management computer industry

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Design and Evaluation of a Grid Computing Based Architecture for Integrating Heterogeneous IDSs

Design and Evaluation of a Grid Computing Based Architecture...

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IEEE GLOBECOM 2007 - IEEE Global Telecommunications Conference

作者： Paulo F. Silva Carlos B. Westphall Carla M. Westphall Marcos Dias de Assuncao Network and Management Laboratory Post-Graduate Program in Computer Science Federal University of Santa Catarina Florianopolis Brazil Grid Computing and Distributed Systems Laboratory Department of Computer Science and Software Engineering University of Melbourne VIC Australia

Intrusion detection systems (IDSs) have been substantially improved in recent past. However, network attacks have become more sophisticated and increasingly complex: many of current attacks are coordinated and originated in multiple networks. To detect these attacks, IDSs need to obtain information on network events from multiple networks or administrative domains. This work demonstrates that a Distributed IDS (DIDS) can be composed of existing IDSs, improving the detection of misuses in a multiple network environment. We use a grid middleware for creating a service-based intrusion detection grid. We demonstrate through experimental results that the proposed DIDS allows the integration of heterogeneous existing IDSs and improves the detection of attacks by exploring the synergy between existing IDSs.

关键词： Grid computing computer architecture Intrusion detection Resource management Laboratories computer science Electronic mail Middleware computer network management engineering management

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Evaluation, selection, and application of model-based diagnosis tools and approaches

Evaluation, selection, and application of model-based diagno...

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2007 AIAA InfoTech at Aerospace Conference

作者： Poll, Scott Patterson-Hine, Ann Camisa, Joe Nishikawa, David Spirkovska, Lilly Garcia, David Hall, David Neukom, Christian Sweet, Adam Yentus, Serge Lee, Charles Ossenfort, John Mengshoel, Ole J. Roychoudhury, Indranil Daigle, Matthew Biswas, Gautam Koutsoukos, Xenofon Lutz, Robyn NASA Ames Research Center Moffett Field CA 94035 United States QSS Group Inc. Perot Systems Government Services Moffett Field CA 94035 United States SAIC Moffett Field CA 94035 United States RIACS Moffett Field CA 94035 United States Vanderbilt University Nashville TN 37235 United States Jet Propulsion Lab. Caltech. Iowa State University Ames IA 50011 United States ADAPT Discovery and Systems Health MS 269-1 United States Discovery and Systems Health MS 269-4 United States Electronic Systems and Controls Branch MS 213-2 United States Department of Electrical Engineering and Computer Science Institute for Software Integrated Systems United States Department of Computer Science

ISBN: (纸本)1563478935

Model-based approaches have proven fruitful in the design and implementation of intelligent systems that provide automated diagnostic functions. A wide variety of models are used in these approaches to represent the particular domain knowledge, including analytic state-based models, input-output transfer function models, fault propagation models, and qualitative and quantitative physics-based models. Diagnostic applications are built around three main steps: observation, comparison, and diagnosis. If the modeling begins in the early stages of system development, engineering models such as fault propagation models can be used for testability analysis to aid definition and evaluation of instrumentation suites for observation of system behavior. Analytical models can be used in the design of monitoring algorithms that process observations to provide information for the second step in the process, comparison of expected behavior of the system to actual measured behavior. In the final diagnostic step, reasoning about the results of the comparison can be performed in a variety of ways, such as dependency matrices, graph propagation, constraint propagation, and state estimation. Realistic empirical evaluation and comparison of these approaches is often hampered by a lack of standard data sets and suitable testbeds. In this paper we describe the Advanced Diagnostics and Prognostics Testbed (ADAPT) at NASA Ames Research Center. The purpose of the testbed is to measure, evaluate, and mature diagnostic and prognostic health management technologies. This paper describes the testbed's hardware, software architecture, and concept of operations. A simulation testbed that accompanies ADAPT, and some of the diagnostic and decision support approaches being investigated are also discussed.

关键词： Intelligent systems

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Eikonomia-An Integrated Semantically Aware Tool for Description and Retrieval of Byzantine Art Information

Eikonomia-An Integrated Semantically Aware Tool for Descript...

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International Conference on Tools for Artificial Intelligence (ICTAI)

作者： Konstantinos N. Vavliakis Andreas L. Symeonidis Georgios T. Karagiannis Pericles A. Mitkas Electrical and Computer Engineering Department Aristotle University of Thessaloniki Thessaloniki Greece Intelligent Systems and Software Engineering Laboratory Informatics and Telematics Institute CERTH Thessaloniki Greece Sacred Convent of the Annunciation ORMYLIA Art Diagnosis Centre Chalkidiki Greece

ISBN: (纸本)9780769530154;076953015X

Semantic annotation and querying is currently applied on a number of versatile disciplines, providing the added-value of such an approach and, consequently the need for more elaborate - either case-specific or generic - tools. In this context, we have developed Eikonomia: an integrated semantically-aware tool for the description and retrieval of Byzantine artwork Information. Following the needs of the ORMYLIA Art Diagnosis Center for adding semantics to their legacy data, an ontology describing Byzantine artwork based on CIDOC-CRM, along with the interfaces for synchronization to and from the existing RDBMS have been implemented. This ontology has been linked to a reasoning tool, while a dynamic interface for the automated creation of semantic queries in SPARQL was developed. Finally, all the appropriate interfaces were instantiated, in order to allow easy ontology manipulation, query results projection and restrictions creation.

关键词： Information retrieval Art Ontologies Cultural differences Data mining Artificial intelligence Documentation Relational databases Intelligent systems software engineering

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PTC-VANET Interactions to Prevent Highway Rail Intersection Crossing Accidents

PTC-VANET Interactions to Prevent Highway Rail Intersection ...

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IEEE 65th Vehicular Technology Conference (VTC-Spring 2007), vol.5

作者： Mark Hartong Rajni Goel Csilla Farkas Duminda Wijesekera Department of Information and Software Engineering George Mason University Fairfax VA USA Department of Information Systems and Decision Sciences Howard University College of Medicine Washington D.C. DC USA Department of Computer Science and Engineering University of South Carolina Columbia SC USA

Vehicular Ad-hoc networks (VANETS) provide distributed real time communication of traffic hazards and road conditions among vehicles in a radio line of sight. We propose using VANETS to securely communicate with Positive Train Control (PTC) systems in order to reduce Highway Rail Intersection (HRI) incidents. This paper illustrates the similarities and differences between the two systems, discusses previous research into the work already done to integrate the two systems, and outlines the additional work necessary to successfully integrate the two systems.

关键词： Architecture Vehicular Ad-hoc Networks VANETS Communications Based Train Control CBTM Positive Train Control PTCs

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Cognitive Radio Resource Management Using Multi-Agent systems

Cognitive Radio Resource Management Using Multi-Agent System...

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4th IEEE Consumer Communications and Networking Conference (CCNC 2007), vol.3

作者： Jiang Xie Ivan Howitt Anita Raja Department of Electrical and Computer Engineering University of North Carolina Charlotte USA Department of Software and Information Systems University of North Carolina Charlotte USA

This paper investigates cooperative radio resource management for multiple cognitive radio networks in interference environments. The objective of this research is to manage shared radio resources fairly among multiple non-cooperative cognitive radio networks to optimize the overall performance. We emphasize the underlying predictability of network conditions and promote management solutions tailored to different interference environments. A multi-agent-system-based approach is proposed to achieve information sharing and decision distribution among multiple cognitive radio networks in a distributed manner. We address the distributed constraint optimization problem (DCOP) in cognitive radio networks and study the effectiveness of DCOP algorithms to find the optimal radio resource assignment through communications between distributed agents.

关键词： Spectrum management Distributed constraint optimization problem (DCOP) Predictive models Third-party-based architecture

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Developing a computer science-specific learning taxonomy 07

Developing a computer science-specific learning taxonomy

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2007 Working Group Reports on ITiCSE on Innovation and Technology in computer Science Education, ITiCSE-WGR 2007

作者： Fuller, Ursula Johnson, Colin G. Ahoniemi, Tuukka Cukierman, Diana Hernán-Losada, Isidoro Jackova, Jana Lahtinen, Essi Lewis, Tracy L. Thompson, Donna McGee Riedesel, Charles Thompson, Errol Computing Laboratory University of Kent CanterburyCT2 7NF United Kingdom Institute of Software Systems Tampere University of Technology Tampere Finland School of Computing Science Simon Fraser University BurnabyBC Canada Department of Lenguajes Y Sistemas Informáticos Universidad Rey Juan Carlos Madrid Spain Faculty of Management Science and Informatics University of Zilina Zilina Slovakia Department of Information Technology Radford University RadfordVA24142 United States Department of Learning Commons Simon Fraser University BurnabyBC Canada Department of Computer Science and Engineering University of Nebraska Lincoln 259 Avery Hall LincolnNE68588-0115 United States Massey University Wellington New Zealand

ISBN: (纸本)9781450378420

Bloom's taxonomy of the cognitive domain and the SOLO taxonomy are being increasingly widely used in the design and assessment of courses, but there are some drawbacks to their use in computer science. This paper reviews the literature on educational taxonomies and their use in computer science education, identifies some of the problems that arise, proposes a new taxonomy and discusses how this can be used in application-oriented courses such as programming.

关键词： Taxonomies

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Value-based design of software V&V processes for NASA flight projects

Value-based design of software V&V processes for NASA flight...

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AIAA Space 2007 Conference

作者： Madachy, Raymond Boehm, Barry Richardson, Julian Feather, Martin Menzies, Tim University of Southern California Los Angeles CA 90089 United States National Aeronautics and Space Administration AMES Research Center Moffett Field CA 94035 United States National Aeronautics and Space Administration Jet Propulsion Laboratories Pasadena CA 91109 United States West Virginia University Morgantown WV 26506 United States University of Southern California Center for Systems and Software Engineering SAL 328 941 W. 37th Place Los Angeles CA 90089 United States AIAA RIACS USRA NASA Ames Research Center Moffett Field CA 94035 United States Software Quality Assurance Office Jet Propulsion Laboratory California Institute of Technology 4800 Oak Grove Drive Pasadena CA 91109-8099 United States West Virginia University Lane Department of Computer Science and Electrical Engineering PO Box 6109 Morgantown WV 26506 United States

ISBN: (纸本)1563479079

software risk advisory tools have been developed to support Verification and Validation (V&V) processes for NASA flight projects on the Constellation program. The Orthogonal Defect Classification COnstructive QUALity MOdel (ODC COQUALMO) predicts software defects introduced and removed classifying them with ODC defect types, allowing various tradeoff analyses. We have been exploring methods to design and optimize V&V processes with static and dynamic versions of the quality model by integrating it with different risk minimization techniques. These techniques allow "what-if" experimentation to determine the impact of V&V techniques on specific risks and overall flight risk. V&V techniques are quantified from a value-based perspective when the defect model is integrated with machine learning, strategic optimization and JPL's Defect Detection and Prevention (DDP) risk management method. Results to-date show that the automated methods are practical for flight projects to design higher value V&V processes in shorter time and with fewer resources.

关键词： software design

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