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Adaptive coupled diffusion model for vessel image enhancement

Adaptive coupled diffusion model for vessel image enhancemen...

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2nd International Multi-Symposiums on computer and Computational sciences 2007, IMSCCS'07

作者： Yongqiang, Zhao Minglu, Li Jun, Ni Department of Computer Science and Engineering Shanghai Jiaotong University Shanghai 200030 China Medical Imaging HPC and Informatics Lab. Department of Radiology University of Iowa Iowa City IA 52242 United States

ISBN: (纸本)0769530397

Based on the recently-developed crease enhancement diffusion (CED) filter, and combined the sharpening qualities of shock filters with excellent edge preservation and excellent smoothing for flat regions of total variation(TV) filter, an adaptive coupled diffusion(ACD) filter is proposed to enhance the local coherence of vascular structures for medical images. This filter is tested on several experiments with synthetic and clinical images. The experimental results show the filter provides better performance for enhancement with further sharpening and denoising features. © 2007 IEEE.

关键词： Image enhancement

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Advanced features of hierarchical component models

Advanced features of hierarchical component models

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10th International Conference on Information System Implementation and Modeling, ISIM 2007

作者： Hnětynka, Petr Bures, Tomas Performance Engineering Lab. School of Computer Science and Informatics University College Dublin Ireland Department of Software Engineering Faculty of Mathematics and Physics Charles University Malostranskć náměstí 25 Prague 1 11800 Czech Republic

Using software components has become a widely used development technique for building large enterprise systems. However in practice, component applications are still primarily built using simple component models and advanced component models offering valuable features like component nesting, multiple communication styles, behavior validation, etc. are omitted (by industry in particular). Based on our experience, such an omitting is mainly caused due to usually unbalanced semantics of these advanced features. In this paper, we present a "next-generation" component model SOFA 2.0, which in particular aims at a proper support of such advanced features.

关键词： Semantics

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Understanding dynamic agent's reasoning 07

Understanding dynamic agent's reasoning

引用

Proceedings of the aritficial intelligence 13th Portuguese conference on Progress in artificial intelligence

作者： Nuno Lau Luís Paulo Reis João Certo Informatics Electronics and Telecommunications Department University of Aveiro Portugal Artificial Intelligence and Computer Science Lab. University of Porto Portugal Informatics Electronics and Telecommunications Department University of Aveiro Portugal and Artificial Intelligence and Computer Science Lab. University of Porto Portugal

ISBN: (纸本)9783540770008

Heterogeneous agents that execute in dynamic, uncertain, partially cooperative, partially adversely environments have to take their decisions rapidly with an incomplete knowledge of actual environment conditions. This paper discusses different level of abstractions in agent's development for this type of domain, explains the principles of offline debugging and employs these principles in robotic agent's teams through the use of a new visual debugging tool. We argue that during the development of such complex agents, understanding agent reasoning is of crucial importance to the developer and that such understanding can only be done, in most of the cases, using an offline analysis of the agent's decisions. In order for the developer to rapidly perceive agent's reasoning we advocate visual debugging of the agent knowledge and reasoning at several levels of abstraction and at several different functional views. These principles have been applied with success in the context of a robotic soccer 2D simulation league team through the development of tools and extensive use of these analysis principles.

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Bringing web principles to services: Ontology-based web services

Bringing web principles to services: Ontology-based web serv...

引用

2007 IEEE Congress on Services, SERVICES 2007

作者： Al-Muhammed, Muhammed J. Embley, David W. Liddle, Stephen W. Tijerino, Yuri A. Department of Computer Science Brigham Young University Provo UT 84602 United States Information Systems Department Brigham Young University Provo UT 84602 United States Department of Applied Informatics Web Science Lab. Kwansei Gakuin University Sanda Hyogo 699-1337 Japan

ISBN: (纸本)0769529267

Researchers are beginning to realize the potential of web services that can use the web as a place for information publication and access as opposed to the traditional webservices paradigm that merely uses the web as a transport medium. Traditional web services can be difficult to discover, can have complex invocation APIs, and require strong coupling between communicating applications. In previous work, we presented ontology-based techniques in which users make service requests using free-form, naturallanguage-like specifications. This paper shows how we can use these ontological techniques to automatically create ontology-based web services that (1) are easy for software agents to discover because they are created based on machine-processable formalisms (ontologies), (2) have invocation APIs requiring only simple read and write operations, and (3) require no a priori agreements regarding types and data formats between communicating applications. Experiments with our prototype implementation in several domains show that our approach can effectively create web services with these characteristics. © 2007 IEEE.

关键词： Web services

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A Generic Multi-Robot Coordination Strategic Layer 1

A Generic Multi-Robot Coordination Strategic Layer

引用

1st International Conference on Robot Communication and Coordination, RoboComm 2007

作者： Certo, João Lau, Nuno Reis, Luis P. IEETA Institute of Electronics and Telematics Engineering of Aveiro Portugal FEUP Faculty of Engineering The University of Porto Portugal DETI –Informatics Electronics and Telecommunications Dep. University of Aveiro Portugal LIACC – Artificial Intelligence and Computer Science Lab. Univ. Porto Portugal

ISBN: (纸本)9789639799080

Managing a team of heterogeneous robots in a dynamic environment poses a challenging job. In this paper a model for a multi-purpose, real-time, adaptable, strategical coordination layer is presented. Based on previous work developed for the RoboCup Soccer simulation, small-size, middle-size and legged leagues, a generic coordination model was built. As both centralized and distributed environment are handled by the layer, communication was an important factor to consider only introducing a minor overhead. A multi-level hierarchical approach was followed with hybrid methods used to switch between concepts. The model was tested with two strategy instances, RoboCup Rescue Simulation and RoboCup Soccer. Strategies are designed with the help of a graphical tool. Results achieved by the team in RoboCup Rescue and Soccer Simulation competitions demonstrate the usefulness of this approach. Copyright © 2011-2012 ICST

关键词： Sports

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A corpus-based hybrid approach to music analysis and composition

A corpus-based hybrid approach to music analysis and composi...

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AAAI-07/IAAI-07 Proceedings: 22nd AAAI Conference on Artificial Intelligence and the 19th Innovative Applications of Artificial Intelligence Conference

作者： Manaris, Bill Roos, Patrick Machado, Penousal Krehbiel, Dwight Pellicoro, Luca Romero, Juan Computer Science Department College of Charleston 66 George Street Charleston SC 29424 United States CISUC Department of Informatics Engineering University of Coimbra 3030 Coimbra Portugal Psychology Department Bethel College North Newton KS 67117 United States RNASA Lab. Creative Computer Group University of Coruña Spain

ISBN: (纸本)1577353234

We present a corpus-based hybrid approach to music analysis and composition, which incorporates statistical, connectionist, and evolutionary components. Our framework employs artificial music critics, which may be trained on large music corpora, and then pass aesthetic judgment on music artifacts. Music artifacts are generated by an evolutionary music composer, which utilizes music critics as fitness functions. To evaluate this approach we conducted three experiments. First, using music features based on Zipf's law, we trained artificial neural networks to predict the popularity of 992 musical pieces with 87.85% accuracy. Then, assuming that popularity correlates with aesthetics, we incorporated such neural networks into a genetic-programming system, called NEvMuse. NEvMuse autonomously "composed" novel variations of J.S. Bach's Invention #13 in A minor (BWV 784), variations which many listeners found to be aesthetically pleasing. Finally, we compared aesthetic judgments from an artificial music critic with emotional responses from 23 human subjects. Significant correlations were found. We provide evaluation results and samples of generated music. These results have implications for music information retrieval and computer-aided music composition. Copyright © 2007, Association for the Advancement of Artificial Intelligence (***). All rights reserved.

关键词： computer music

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Integrating clinical and genomic information through the PrognoChip mediator

引用

7th International Symposium on Biological and Medical Data Analysis

作者： Analyti, Anastasia Kondylakis, Haridimos Manakanatas, Dimitris Kalaitzakis, Manos Plexousakis, Dimitris Potamias, George Information Systems Lab. Institute of Computer Science FORTH-ICS Greece Biomedical Informatics Lab. Institute of Computer Science Greece

ISBN: (纸本)9783540680635

The ultimate goal of the biomedical informatics project PrognoChip is the identification of classification and prognosis molecular markers for breast cancer. This requires not only an understanding of the genetic basis of the disease, based on the patient's tumor gene expression profiles but also the correlation of this data with knowledge normally processed in the clinical setting. In this paper, we present the Mediator component of the PrognoChip Integrated Clinico-Genomics Environment (ICGE), through which the integration of the clinical and genomic information subsystems is achieved. The biomedical investigator can form clinico-genomic queries through the web-based graphical user interface of the Mediator. This is split into several query forms, allowing cancerous sample selection (along with their associated gene expression profiles and patient characteristics), based on criteria of interest. After a query is formed, the Mediator translates it into an equivalent set of local subqueries, which are executed directly against the constituent databases. Then, results are combined for presentation to the user and/or transmission to the Data Mining tools for analysis.

关键词： Bioinformatics

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SCTP based handover mechanism for VoIP over IEEE 802.11b wireless LAN with heterogeneous transmission rates

SCTP based handover mechanism for VoIP over IEEE 802.11b wir...

引用

2006 IEEE International Conference on Communications, ICC 2006

作者： Fitzpatrick, John Murphy, Seán Murphy, John Performance Engineering Lab. School of Computer Science and Informatics University College Dublin Ireland

ISBN: (纸本)1424403553

In this paper a transport layer handover mechanism for Voice over Internet Protocol (VoIP) in 802.11b using the Stream Control Transmission Protocol (SCTP) is proposed. The multi-homing feature of SCTP is used to allow connections to several 802.11b Access Points (AP's). Probing packets that model VoIP encoded data at various transmission rates are used to obtain quality metrics from each of the availab.e networks. Handover decisions are made based on the Mean Opinion Score (MOS) calculated from the ITU-T E-Model for voice quality assessment using the obtained measurements. The handover mechanism is shown to operate in 802.11b networks with heterogeneous transmission rates using multiple VoIP codecs. The results show a high correlation between the MOS predicted by the proposed mechanism and the MOS experienced by a VoIP call present in the network. Results verify the accurate operation of the scheme using multiple VoIP codecs at various transmission rates. A simulation showing an SCTP endpoint handover between heterogeneous transmission rate AP's is presented. © 2006 IEEE.

关键词： Internet protocols

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The ideal noisy environment for fast neural computation

The ideal noisy environment for fast neural computation

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3rd International Symposium on Neural Networks, ISNN 2006 - Advances in Neural Networks

作者： Wu, Si Feng, Jianfeng Amari, Shun-Ichi Department of Informatics University of Sussex United Kingdom Department of Computer Science Warwick University United Kingdom Lab. for Mathematical Neuroscience RIKEN Brain Science Institute Japan

ISBN: (纸本)354034439X

A central issue in computational neuroscience is to answer why neural systems can process information extremely fast. Here we investigate the effect of noise and the collab.rative activity of a neural population on speeding up computation. We find that 1) when input noise is Poissonian, i.e., its variance is proportional to the mean, and 2) when the neural ensemble is initially at its stochastic equilibrium state, noise has the 'best' effect of accelerating computation, in the sense that the input strength is linearly encoded by the number of neurons firing in a short-time window, and that the neural system can use a simple strategy to read out the stimulus rapidly and accurately. © Springer-Verlag Berlin Heidelberg 2006.

关键词： Neural networks

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Experiences in deploying services within the Axis container

Experiences in deploying services within the Axis container

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Advanced International Conference on Telecommunications andInternational Conference on Internet and Web Applications and Services, AICT/ICIW'06

作者： Yildiz, Beytullah Pallickara, Shrideep Fox, Geoffrey Community Grids Lab. Indiana University Computer Science Department School of Informatics Indiana University Physics Department Collage of Art and Sciences Indiana University

ISBN: (纸本)0769525229

The Web Services framework, since it leverages the Service Oriented Architecture model, enables the development of applications that are loosely coupled and easier to manage. A Web Service is typically hosted within a Web Service Container. There are several choices for these containers depending on the platform and the language in which the applications would be developed. In this paper our focus is on applications built using the Java platform. Here, the most dominant Web Service container is the open-source Apache Axis Web Service container. In this paper we describe our experiences in deploying Web Services, specifically WS-ReliableMessaging, within this container. We enumerate the problems and limitations that we encountered within Axis, and our solutions to get around this problem. We also have a set of recommendations that would make this a more flexible container for sophisticated Web Service applications. © 2006 IEEE.

关键词： World Wide Web

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