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Reports on the AAAI 2009 fall symposia

Reports on the AAAI 2009 fall symposia

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作者： Azevedo, Roger Bench-Capon, Trevor Biswas, Gautam Carmichael, Ted Green, Nancy Hadzikadic, Mirsad Koyejo, Oluwasanmi Kurup, Unmesh Parsons, Simon Pirrone, Roberto Prakken, Henry Samsonovich, Alexei Scott, Donia Souvenir, Richard Department of Psychology Institute for Intelligent Systems University of Memphis United States Department of Computer Science University of Liverpool United Kingdom Center for Intelligent Systems Vanderbilt University United States Department of Computer Science University of North Carolina Charlotte United States Department of Computer Science University of North Carolina Greensboro United States Department of Software and Information Systems University of North Carolina Charlotte United States Complex Systems Institute United States Department of Electrical and Computer Engineering University of Texas Austin United States Department of Cognitive Science Rensselaer Polytechnic Institute Troy NY United States Department of Computer and Information Science Brooklyn College City University New York United States University of Palermo Italy Computer Science Department Utrecht University Netherlands Department of Law and IT Law Faculty University of Groningen Netherlands Krasnow Institute for Advanced Study George Mason University United States Computational Linguistics Department Informatics at the University of Sussex United Kingdom

The Association for the Advancement of Artificial Intelligence was pleased to present the 2009 Fall Symposium Series, held Thursday through Saturday, November 5-7, at the Westin Arlington Gateway in Arlington, Virginia. The Symposium Series was preceded on Wednesday, November 4, by a one-day AI funding seminar. The titles of the seven symposia were as follows: (1) Biologically Inspired Cognitive Architectures, (2) Cognitive andMetacognitive Educational systems, (3) Complex Adaptive systems and the Threshold Effect: Views from the Natural and Social sciences, (4) Manifold Learning and Its Applications, (5) Multirepresentational Architectures for Human-Level Intelligence, (6) The Uses of Computational Argumentation, and (7) Virtual Healthcare Interaction. Copyright © 2010, Association for the Advancement of Artificial Intelligence. All rights reserved.

关键词： Cognitive systems

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A translation framework for virtual execution environment on CPU/GPU architecture

A translation framework for virtual execution environment on...

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International Symposium on Parallel Architectures, Algorithms, and Programming

作者： Dong, Guoxing Chen, Kai Zhu, Erzhou Zhang, Yichao Qi, Zhengwei Guan, Haibing School of Software Shanghai Key Laboratory of Scalable Computing and Systems Shanghai Jiaotong University Shanghai 200240 China School of Information Security Engineering Shanghai Key Laboratory of Scalable Computing and Systems Shanghai Jiaotong University Shanghai 200240 China Department of Computer Science and Engineering Shanghai Key Laboratory of Scalable Computing and Systems Shanghai Jiaotong University Shanghai 200240 China

ISBN: (纸本)9780769543123

GPUs are many-core processors with tremendous computational power. However, as automatic parallelization has not been realized yet, developing high-performance parallel code for GPUs is still very challenging. The paper presents a novel translation framework designed for virtual execution environment based on CPU/GPU architecture. It addresses two major challenges of taking advantage of general purpose computation on graphics processing units (GPGPU) to improve performance: no rewriting the existing source code and resolving binary compatibility issues between different GPUs. The translation framework uses semi-automatic parallelization technology to port existing code to explicitly parallel programming models. It not only offers a mapping strategy from X86 platform to CUDA programming model, but also synchronizes the execution between the CPU and the GPUs. The input to our translation framework is parallelizable part of the program within binary code. With an additional information related to the parallelizable part, the translation framework transforms the sequential code into PTX code and execute it on GPUs. Experimental results on several programs from CUDA SDK Code Samples and Parboil Benchmark Suite show that our translation framework could achieve very high performance, even up to several tens of times speedup over the X86 native version. © 2010 IEEE.

关键词： Graphics processing unit

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Hardware/software co-design for high performance computing: Challenges and opportunities 10

Hardware/software co-design for high performance computing: ...

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Proceedings of the eighth IEEE/ACM/IFIP international conference on Hardware/software codesign and system synthesis

作者： Hu, X. Sharon Murphy, Richard C. Dosanjh, Sudip Olukotun, Kunle Poole, Stephen Department of Computer Science and Engineering University of Notre Dame Notre Dame IN United States Scalable Computer Architecture Department Sandia National Laboratories Albuquerque NM United States Computer and Software Systems Department Sandia National Laboratories Albuquerque NM United States Department of Electrical Engineering Stanford University Stanford CA United States Computational Sciences Division Oak Ridge National Lab Oak Ridge TN United States

ISBN: (纸本)9781605589053

This special session aims to introduce to the hardware/software codesign community challenges and opportunities in designing high performance computing (HPC) systems. Though embedded system design and HPC system design have traditionally been considered as two separate areas of research, they in fact share quite some common features, especially as CMOS devices continue along their scaling trends and the HPC community hits hard power and energy limits. Understanding the similarities and differences between the design practices adopted in the two areas will help bridge the two communities and lead to design tool developments benefiting both communities.

关键词： Hardware-software codesign

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Formalization of UML class diagram using description logics

Formalization of UML class diagram using description logics

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2010 International Symposium on Information Technology, ITSim'10

作者： Efiizoni, Lusiana Wan-Kadir, Wan M.N. Mohamad, Radziah Teknik Informatika STMIK-AMIK Riau - Pekanbaru Jl. Purwodadi Indah Km.10 Panam Riau Indonesia Software Engineering Department Faculty of Computer Science and Information Systems Universiti Teknologi Malaysia 81300 UTM Skudai Johor Malaysia

ISBN: (纸本)9781424467181

Unified Modelling language (UML) is as a standard object-oriented modelling notation that is widely accepted and used in software development industry. In general, the UML notation is informally defined in term of natural language description (English) and Object Constraint language (OCL) which makes difficult to formally analyzed and error-prone. In this paper, we elucidate the preliminary result on an approach to formally define UML class diagram using logic-based representation formalism. We represent how to define the UML class diagra m using Description Logics (DLs). © 2010 IEEE.

关键词： Unified Modeling language

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Improving the Efficiency of Self-Organizing Emergent systems by an Advisor

Improving the Efficiency of Self-Organizing Emergent Systems...

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IEEE Workshop on engineering of Autonomic and Autonomous systems (EASE)

作者： Jan-Philipp Steghöfer Jörg Denzinger Holger Kasinger Bernhard Bauer Institute for Software and Systems Engineering University of Augsburg Augsburg Germany Department of Computer Science University of Calgary Calgary Canada

Self-organizing emergent systems, also referred to as Decentralized Autonomic Computing systems, are commonly known for their scalability, robustness, flexibility, and adaptivity rather than their efficiency. However, certain application scenarios, in particular in industrial settings, require a high degree of efficiency from these systems as well, in order to keep operational expenditures and energy use small. In this paper, we therefore present the concept of an advisor, designed to improve the efficiency of self-organizing emergent multi-agent systems solving industrial problems with recurring tasks. The advisor autonomously identifies the recurring tasks at runtime and provides the agents with advice for better solutions in the future, if indicated. The advisor does not limit the self-organizing behavior of the underlying system, i.e., all problem-solving decisions are still locally made by the agents. Experiments with instances of dynamic pickup and delivery problems show that the advisor concept can achieve substantial efficiency improvements, even if the recurring tasks change over time.

关键词： Control systems Runtime Robustness Application software Multiagent systems Problem-solving Automatic control computer architecture Mobile robots History

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A Simple Password Less Authentication System for Web Sites

A Simple Password Less Authentication System for Web Sites

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International Conference on Information Technology: New Generations (ITNG)

作者： Kirit Sælensminde Veera Boonjing Software Systems Engineering Laboratory Department of Computer Science King Mongkut's Institute of Technology Ladkrabang Bangkok Thailand

ISBN: (纸本)9781424462704

Many web sites have features that are only accessible after registering a user account on them. These sites include forums, on-line games, corporate Intranets and many on-line shops. The sites are typically secured through a system whereby a user chooses both a unique user name and a password that will be used to authenticate them. An alternative system proposed here is more convenient for users, and in many cases more secure by removing the requirement for the user to choose or remember a password.

关键词： Authentication Indexing Information retrieval Mobile computing computer science Tree data structures Spatial databases Information technology computerized monitoring Delay effects

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The Roles of an Actor in Requirement engineering (RE) Process

The Roles of an Actor in Requirement Engineering (RE) Proces...

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2010 3rd IEEE International Conference on computer science and Information Technology—ICCSIT 2010

作者： Azlena Haron Shamsul Sahibuddin Department of Computer Systems & Communication Faculty of Computer Science & Information SystemsUniversiti Teknologi Malaysia (UTM)Malaysia Centre for Advanced Software Engineering (CASE) Faculty of Computer Science and Information SystemsUniversiti Teknologi Malaysia (UTM)Malaysia

The aim of our research is to find a suitable RE process to be applied in our organisation for the development of software projects. We identified the actor and their roles through the relation practice while implementing the RE process. In order to redefine the RE process, good analysis skill is needed besides having a good understanding of the RE process itself. We believe that our experince can be understood and used by other reseachers.

关键词： component Requirement engineering Process Requirement engineering Technique Requirement engineering Activity SWOT Analysis

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Performance tuning towards a KVM-based low latency virtualization system

Performance tuning towards a KVM-based low latency virtualiz...

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2nd International Conference on Information engineering and computer science, ICIECS 2010

作者： Zuo, Baojing Chen, Kai Liang, Alei Guan, Haibing Zhang, Jun Ma, Ruhui Yang, Hongbo School of Software Shanghai Jiao Tong University Shanghai 200240 China School of Information Security Engineering Shanghai Jiao Tong University Shanghai 200240 China Department of Computer Science and Engineering Shanghai Key Laboratory of Scalable Computing and Systems Shanghai Jiao Tong University Shanghai 200240 China

ISBN: (纸本)9781424479412

Utilizing virtualization technology to combine real-time operating system (RTOS) and off-the-shelf time-sharing general purpose operating system (GPOS) is attracting much more interest recently. Such combination has the potential to provide a large application base, and to guarantee timely deterministic response to real-time applications, yet there is no convincible experimental result about its real-time property. In this paper, we analyze the interrupt latency of RTOS running on Linux KVM based on some preliminary tunings, and find out System Management Interrupt (SMI) is the main factor which makes the maximum latency unideal, so we propose a method to limit the worst-case interrupt latency in an acceptable interval. Furthermore, we also find out that boosting priority may result in wastes of CPU resources when RTOS is not executing real-time tasks, so we design a co-scheduling mechanism to improve the CPU throughput of the GPOS system. ©2010 IEEE.

关键词： Virtualization

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software Technologies for Embedded and Ubiquitous systems: 8th IFIP WG 10.2 InternationalWorkshop, SEUS 2010 Waidhofen/Ybbs, Austria, October 13-15, 2010 Proceedings 8

Software Technologies for Embedded and Ubiquitous Systems: 8...

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8th IFIP WG 10.2 International Workshop on software Technologies for Embedded and Ubiquitous systems, SEUS 2010

作者： Min, Sang Lyul Pettit, Robert Puschner, Peter Ungerer, Theo Seoul National University School of Computer Science and Engineering 599 Kwanak-ro Gwanak-gu Seoul Korea Republic of The Aerospace Corporation Software Systems Engineering Department 15049 Conference Center Drive CH3/320 ChantillyVA United States Vienna University of Technology Institute of Computer Engineering Treitlstrasse 3 Vienna Austria University of Augsburg Systems and Networking Universitätsstr. 6a Augsburg Germany

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Comparing performances of logistic regression, decision trees, and neural networks for classifying heart disease patients

Comparing performances of logistic regression, decision tree...

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computer Information systems and Industrial Management Applications (CISIM)

作者： Anchana Khemphila Veera Boonjing Software Systems Engineering Laboratory Department of Mathematics and Computer Science Faculty of Science King Mongkut's Institute of Technology Ladkrabang Bangkok Thailand

In this study, performances of classification techniques were compared in order to predict the presence of the patients getting a heart disease. A retrospective analysis was performed in 303 subjects. We compared the performance of logistic regression(LR), decision trees(DTs), and Artificial neural networks (ANNs). The variables were medical profiles are age, Sex, Chest Pain Type, Blood Pressure, Cholesterol, Fasting Blood Sugar, Resting ECG, Maximum Heart Rate, Induced Angina, Ole Peak, Slope, Number Colored Vessels, Thal and Concept Class. We have created the model using logistic regression classifiers, artificial neural networks and decision trees that they are often used for classification problems. Performances of classification techniques were compared using lift chart and error rates. In the result, artificial neural networks have the greatest area between the model curve and the baseline curve. The error rates are 0.22, 0.198, 0.21, respectively for logistic regression, artificial neural networks and decision trees. The neural networks exhibited sensitivity of 81.1%, specificity of 78.7% and accuracy of 80.2%, while the decision tree provided the prediction performance with a sensitivity, specificity and accuracy of 81.7%, 76.0% and 79.3%. And the logistic regression provided the prediction performance with a sensitivity, specificity and accuracy of 81.2%,73.1% and 77.7% Artificial neural networks have the least of error rate and has the highest accuracy, therefore Artificial neural networks is the best technique to classify in this data set.

关键词： Artificial neural networks Heart Logistics Regression tree analysis Data models Data mining

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