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18th IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2006

作者： Xie, Zongxing Quirino, Thiago Shyu, Mei-Ling Chen, Shu-Ching Chang, LiWu Department of Electrical and Computer Engineering University of Miami Coral Gables FL 33124 United States Distributed Multimedia Information System Laboratory School of Computing and Information Sciences Florida International University Miami FL United States Center for High Assurance Computer Systems Naval Research Laboratory Washington DC United States

ISBN: (纸本)0769527280

The development of effective classification techniques, particularly unsupervised classification, is important for real-world applications since information about the training data before classification is relatively unknown. In this paper, a novel unsupervised classification algorithm is proposed to meet the increasing demand in the domain of network intrusion detection. Our proposed UNPCC (Unsu-pervised Principal Component Classifier) algorithm is a multi-class unsupervised classifier with absolutely no requirements for any a priori class related data information (e.g., the number of classes and the maximum number of instances belonging to each class), and an inherently natural supervised classification scheme, both which present high detection rates and several operational advantages (e.g., lower training time, lower classification time, lower processing power requirement, and lower memory requirement). Experiments have been conducted with the KDD Cup 99 data and network traffic data simulated from our private network testbed, and the promising results demonstrate that our UNPCC algorithm outperforms several well-known supervised and unsupervised classification algorithms. © 2006 IEEE.

关键词： Intrusion detection

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Collateral representative subspace projection modeling for supervised classification

Collateral representative subspace projection modeling for s...

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18th IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2006

作者： Quirino, Thiago Xie, Zongxing Shyu, Mei-Ling Chen, Shu-Ching Chang, LiWu Department of Electrical and Computer Engineering University of Miami Coral Gables FL 33124 United States Distributed Multimedia Information System Laboratory School of Computing and Information Sciences Florida International University Miami FL 33199 United States Center for High Assurance Computer Systems Naval Research Laboratory Washington DC 20375 United States

ISBN: (纸本)0769527280

In this paper, a novel supervised classification approach called Collateral Representative Subspace Projection Modeling (C-RSPM) is presented. C-RSPM facilitates schemes for collateral class modeling, class-ambiguity solving, and classification, resulting a multi-class supervised classifier with high detection rate and various operational benefits including low training and classification times and low processing power and memory requirements. In addition, C-RSPM is capable of adaptively selecting nonconsecutive principal dimensions from the statistical information of the training data set to achieve an accurate modeling of a representative subspace. Experimental results have shown that the proposed C-RSPM approach outperforms other supervised classification methods such as SIMCA, C4.5 decision tree, Decision Table (DT), Nearest Neighbor (NN), KNN, Support Vector Machine (SVM), 1-NN Best Warping Window DTW, 1-NN DTW with no Warping Window, and the well-known classifier boosting method AdaBoost with SVM. © 2006 IEEE.

关键词： Classification (of information)

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Cloud microphysical properties retrieved from MODIS sub-sampling radiance dataset over the extended GAME region

Cloud microphysical properties retrieved from MODIS sub-samp...

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Remote Sensing of the Atmosphere and Clouds

作者： Nakajima, Takashi Y. Suzuki, Kentaroh Nakajima, Teruyuki School of Information and Design Department of Network and Computer Engineering Tokai University 2-28-4 Tomigaya Shibuya-ku Tokyo 151-0063 Japan Center for Climate System Research University of Tokyo 5-1-5 Kashiwanoha Kashiwa Chiba 277-8568 Japan

The cloud microphysical properties retrieved from MODIS sub-sampling radiance dataset (MOD02SSH) over the extended GAME region are shown in this paper. The spatial distributions and temporal variations of the cloud optical thickness (τc) and effective particle radius (re), are important observation targets to understand the role of clouds in the radiation budget estimations, especially in the cloud-aerosol interaction studies, because they will have information of cloud growth process. Thus, the wide-area and relatively high-temporal observations of the cloud properties are necessary. The most passed researches that retrieved near-global distributions of the cloud properties, used the reduced data volume satellite radiance subset, such as the globally map-projected radiances dataset at the discretized degrees in latitude and longitude (e.g. 0.5 degrees) or narrow-swath (around nadir) radiance subset. In fact, these subsets reduced the computing time but unexpectedly reduced the observation samplings. In this study, we used MODIS 5-km subsampling radiance subsets (MOD02SSH) for the retrievals. The MOD02SSH conserves scene texture with moderately reduced data volume of 1/25 from original MODIS scene, so that they will be suitable for the more precise estimations of τc and re over synoptic to global scale. We retrieved τc and re from one-month MOD02SSH over the extended GAME region (60E-180E longitude and 20S to 60N latitude) in July 2004. In the obtained τc versus re scatter plots, we found interesting features that will be explained as the cloud properties under the pristine and polluted environments in the region. The non-hydrostatic spectral microphysics cloud model simulates these phenomena well. In the presentation, we will discuss about the MODIS radiance dataset for the cloud analysis, retrieval algorithm, then show the typical and interesting features appeared in observed τc-re scatter plots over the extended GAME regions.

关键词： Clouds

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An Information-Controlled Transmission Power Adjustment Scheme for Collaborative Target Tracking

An Information-Controlled Transmission Power Adjustment Sche...

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IEEE Symposium on computers and Communications (ISCC)

作者： T. Onel C. Ersoy H. Delic Network Research Laboratory Department of Computer Engineering Bogaziçi University Istanbul Turkey Department of Electrical and Electronics Engineering Bogaziçi University Istanbul Turkey

For target tracking applications, small wireless sensors provide accurate information since they can be deployed and operated near the phenomenon. These sensing devices have the opportunity of collaboration amongst themselves to improve the target localization and tracking accuracies. Distributed data fusion architecture provides a collaborative tracking framework. Due to the energy constraints of these small, sensing and wireless communicating devices, a common trend is to put some of them into a dormant state. In addition to a selective sensor activation strategy based on the maximum mutual information metric, in this paper, we devise the Information-Controlled Transmission Power (ICTP) adjustment in order to improve the energy savings. The essence of the proposed ICTP scheme for collaborative target tracking lies behind the idea that the sensors with more information use higher transmission powers than the sensors with less information in order to share their target state information with the neighboring sensors.

关键词： Collaboration Target tracking Wireless sensor networks Sensor phenomena and characterization Wireless communication Mutual information Laboratories Power engineering and energy Application software Intelligent sensors

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A Proxy network Topology and Reconfiguration Algorithm for Resistance to DoS Attacks

A Proxy Network Topology and Reconfiguration Algorithm for R...

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IEEE International Symposium on network Computing and Applications

作者： S. Frechette D.R. Avresky Riverside Research Institute Lexington MA USA Network Computing Laboratory Electrical and Computer Engineering Department Northeastern University Boston MA USA

This paper proposes a novel proxy network topology. The proposed network topology exhibits several attributes that strengthen the proxy network's resistance to DoS attacks. Additionally, a novel reconfiguration algorithm for a class of proxy network topologies is proposed, and shown to decrease the topologies' vulnerability to DoS attacks. Proxy networks enable applications to communicate with users without disclosing their IP's. An application's resistance to DoS attacks is improved by hiding it behind a proxy network. We evaluate the proposed topology's fault tolerance and its effectiveness in the resistance to DoS attacks

关键词： network topology computer crime Electric resistance computer networks Fault tolerance Web and internet services Robustness Condition monitoring Resists IP networks

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Design and Implementation of Linux-based Application which supports CDMA and WiBro network

Design and Implementation of Linux-based Application which s...

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International Conference on Advanced Communication Technology (ICACT)

作者： Dohyung Kim Minhong Yun Sunja Kim Cheol-Hoon Lee Embedded S/W Research Division Electronics and Telecommnications Research Institute South Korea Department of Computer Engineering System Software Laboratory Chungnam National University South Korea

This paper describes the design and implementations of the first application service based on embedded Linux; Mobile Teller which uses WiBro network for data communications and CDMA network for voice communications. When a sender on a dual-mode terminal types texts, the texts are transmitted to a TTS server located in the Internet through WiBro network. Subsequently, the TTS server changes the texts into voices and transmits the voice data to the dual-mode terminal. At last the dual-mode terminal sends the voice to the receiver through the CDMA network. In case of noisy environment, Mobile Teller makes user to voice communication

关键词： Multiaccess communication Speech synthesis Mobile communication Application software network servers Web pages Libraries Linux Web server Engines

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Introducing RapidHDL: A New Library to Design FPGA Hardware in Microsoft. Net and Automatically Generate Verilog Netlists

Introducing RapidHDL: A New Library to Design FPGA Hardware ...

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IEEE International Conference on Electro-Information Technology

作者： Jacob N. Allen Hoda S. Abdel-aty-zohdy Robert L. Ewing Microelectronics System Design Lab Department of Electrical and Computer Engineering Oakland University Rochester MI USA Information Directorate Air Force Research Laboratory USA

RapidHDL is introduced as a new object oriented hardware description library for C# developers. RapidHDL seeks to speed up FPGA development by applying best practices used in software engineering to increase productivity. Logic is rapidly defined in component classes using a structure of truth-table definitions, sink nodes, source nodes, and pass-through nodes. Hardware simulation co-runs with C# programs, and a linked-list of clock events simulates propagation delays. A standardized testing framework allows the developer to write test benches, hardware, and software in a single language. Algorithms are presented to automatically transform RapidHDL objects to Verilog netlist that can be synthesized by calling 3rd party tools

关键词： Field programmable gate arrays Hardware design languages Software libraries Object oriented modeling Discrete event simulation Software testing Best practices Software engineering Productivity Logic

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Measured disturbance estimation for model predictive controller

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Mediterranean Journal of Measurement and Control 2006年第3期2卷 144-151页

作者： Kulcsar, Balazs Bokor, J. Department of Transport Automation Faculty of Transportation Engineering Budapest University of Technology and Economics Budapest Hungary System and Control Laboratory Computer and Automation Research Institute Hungarian Academy of Sciences Budapest Hungary

This paper presents the Model Predictive Controller design process when an unknown input observer provides measured disturbance form unmeasured one. Instead of using an unmeasured disturbance dynamic implemented into the controller, the joint observer-controller uses the estimated measured exogenous disturbance signal. Furthermore the observer can send an alarm sign to the supervisor. The detection and isolation of the unmeasured disturbance is computed by the geometric based strategy called Fundamental Problem in Residual Generation. Better the estimation of the disturbance is, better the rejection of the controller. The measured disturbance could be anticipated. A numerical example explains the effectiveness of the estimation and the usage of the unmeasured disturbance detection. Copyright © 2006 SoftMotor Ltd.

关键词： Predictive control systems

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High SNR flexible top hat monopole probe for 1.5 T MRI

High SNR flexible top hat monopole probe for 1.5 T MRI

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作者： Mohammadzadeh, M. Shahabadi, M. Soltanian-Zadeh, H. Tavakoli, A. Rafiei, B. Javidnia, D. Oghabian, M.A. Department of Physics Amir-Kabir University of Technology Tehran Iran School of Electrical and Computer Engineering University of Tehran Tehran Iran Control and Intelligent Processing Center of Excellence School of Electrical and Computer Engineering University of Tehran Tehran Iran Image Analysis Laboratory Department of Radiology Henry Ford Health System Detroit MI United States Department of Electrical Engineering Amir-Kabir University of Technology Tehran Iran Medical Imaging Center Imam Khomeyni Hospital Tehran Iran Research Center for Science and Technology in Medicine Tehran University of Medical Sciences Tehran Iran

In this paper, design principles and application of a thin and flexible intravascular top hat monopole probe with increased signal-to-noise ratio (SNR) and improved longitudinal and radial coverage are described and compared with the conventional monopole probe. The top hat probe is constructed by removing a segment of the shield of a coaxial cable. A flexible thin copper foil in contact with the inner conductor of the cable is added to the end section of the cable. The copper foil acts as an antenna top hat load increasing the uniformity of the current distribution on the probe and establishes a uniform region of SNR distribution around the probe. Improvement of the SNR distribution of the top hat probe relative to the conventional monopole probe is evaluated using quantitative indices. Experimental results show that for the top hat probe, the ratio of the maximum image SNR to its relative standard deviation (SR) is 2.73 times higher than that of a conventional probe. © 2006 IOP Publishing Ltd.

关键词： Medical imaging

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Stopband prediction with dispersion diagram for electromagnetic bandgap structures in printed circuit boards

Stopband prediction with dispersion diagram for electromagne...

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IEEE International Symposium on Electromagnetic Compatibility (EMC)

作者： Y. Toyota A.E. Engin Tae Hong Kim M. Swaminathan K. Uriu Department of Communication Network Engineering Okayama University Okayama Japan Packaging Research Center School of Electrical and Computer Engineering Georgia Institute of Technology USA Packaging Research Center School of Electrical and Computer Engineering Georgia Institute of Technology USA EMC Design Group System Engineering Center Matsushita Elecrric Indusrrial Company Limited Japan

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