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检索条件"机构=Computer Science and Engineering System Laboratory"

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Evolving groups of basic decision trees

Evolving groups of basic decision trees

引用

Annual IEEE Symposium on computer-Based Medical systems

作者： M. Sprogar P. Kokol M. Zorman V. Podgorelec L. Lhotska J. Klema Faculty of Electrical Engineering and Computer Science Laboratory for System Design Maribor Slovenia Gerstner Laboratory Faculty of Electrical Enginéering Czech Technical University Prague Czech Republic

A decision tree is a good classifier with a transparent decision mechanism. Decision-tree building methods usually have problems in splitting the learning samples into more subsets, because of the nature of the tree. If the classification into such subsets is not possible, it is better to put the classification decision on to some other classifier. This leads to the introduction of a null classification, which simply means that no classification is possible in this step. This approach is sensible with evolutionary methods, as they can handle a number of trees simultaneously. In the process of construction, we have to address the problem of whether a classification is sensible. The performance of the proposed model has been tested on several data sets and the results presented on one such data set show its potential.

关键词： Decision trees Testing Classification tree analysis Medical diagnostic imaging Decision making Laboratories computer science Humans Intelligent systems Genetic algorithms

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Mining user access behavior on the WWW

Mining user access behavior on the WWW

引用

IEEE International Conference on systems, Man and Cybernetics

作者： Mei-Ling Shyu Shu-Ching Chen Choochart Haruechaiyasak Department of Electrical and Computer Engineering University of Miami Coral Gables FL USA Distributed Multimedia System Laboratory School of Computer Science Florida International University Miami FL USA

In this paper, an affinity-based approach that provides good similarity measures for Web document clustering to discover user access behavior on the World Wide Web (WWW) is proposed. The proposed approach generates the similarity measures for groups of Web documents by considering the user access patterns. Any clustering algorithm using better similarity measures should yield better clusters for discovering user access behavior. By utilizing the discovered user access behavior, for example, the companies can precisely target their potential customers and convince them to purchase their products or services in electronic commerce. An experiment on a real data set is conducted and the experimental result shows that the proposed approach yields a better performance than the cosine coefficient and the Euclidean distance method under the partitioning around medoid (PAM) method.

关键词： World Wide Web Uniform resource locators Electronic commerce Web sites Clustering algorithms Multimedia systems Laboratories computer science Electric variables measurement Euclidean distance

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An unsupervised segmentation framework for texture image queries

An unsupervised segmentation framework for texture image que...

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IEEE Annual International computer Software and Applications Conference (COMPSAC)

作者： Shu-Ching Chen Mei-Ling Shyu Chengcui Zhang Distributed Multimedia Information System Laboratory School of Computer Science Florida International University FL USA Department of Electrical and Computer Engineering University of Miami Coral Gables FL USA

In this paper a novel unsupervised segmentation framework for texture image queries is presented. The proposed framework consists of an unsupervised segmentation method for texture images, and a multi-filter query strategy. By applying the unsupervised segmentation method on each texture image, a set of texture feature parameters for that texture image can be extracted automatically. Based upon these parameters, an effective multi-filter query strategy which allows the users to issue texture-based image queries is developed The test results of the proposed framework on 318 texture images obtained from the MIT VisTex and Brodatz database are presented to show its effectiveness.

关键词： Image segmentation Image databases Image retrieval Multimedia systems Information systems Laboratories computer science Spatial databases Image texture analysis Information retrieval

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A comparative performance analysis of a DDR-SDRAM, a D-RDRAM, and a DDR-FCRAM using a POPeye simulator

A comparative performance analysis of a DDR-SDRAM, a D-RDRAM...

引用

IEEE International Symposium on Circuits and systems (ISCAS)

作者： Kangmin Lee Chi Weon Yoon Ramchan Woo Jeong-Hun Kook Ja-Il Koo Tae-Sung Jung Ho-Jun Yoo Semiconductor System Laboratory Department of Electrical Engineering and Computer Science Korea Advanced Institute of Science and Technology Daejeon South Korea Samsung Electronics Company Limited Kiheung South Korea

ISBN: (纸本)0780366859

We implemented POPeye (Probe of Performance+eye), a system analysis simulator to evaluate DRAM performance in a personal computer environment. When running any real-life application programs such as Microsoft Office and Paint Shop Pro on Windows OS, POPeye simulates detailed transactions between a CPU and a memory system. Using this tool, we comparatively analyzed the performance of a DDR-SDRAM, a D-RDRAM, and a DDR-FCRAM.

关键词： Performance analysis Computational modeling Probes Performance evaluation Analytical models computer simulation Random access memory Microcomputers Application software Paints

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Optimal resource utilization in multimedia transmission

Optimal resource utilization in multimedia transmission

引用

IEEE International Conference on Multimedia and Expo (ICME)

作者： Mei-Ling Shyu Shu-Ching Chen Hongli Luo Department of Electrical and Computer Engineering University of Miami Coral Gables FL USA Distributed Multimedia Information System Laboratory School of Computer Science Florida International University Miami FL USA

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An intelligent framework for spatio-temporal vehicle tracking

An intelligent framework for spatio-temporal vehicle trackin...

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International Conference on Intelligent Transportation

作者： Shu-Ching Chen Mei-Ling Shyu Chengcui Zhang Distributed Multimedia Information System Laboratory School of Computer Science Florida International University Miami FL USA Department of Electrical and Computer Engineering University of Miami Coral Gables FL USA

Recently, the Intelligent Transportation systems (ITS) have been identified as the new paradigm to address the growing mobility problems, and to alleviate congestion and augment the quality of vehicular flow. This paper presents an intelligent and automatic framework for spatio-temporal vehicle tracking in video sequences in order to provide useful information to the traffic control center. The spatio-temporal relationships of the objects are captured automatically via a proposed unsupervised image/video segmentation method and multimedia input strings. A traffic video sequence is used to demonstrate the effectiveness of the proposed framework to identify and track the vehicle objects in the video sequence.

关键词： Intelligent vehicles Traffic control Video sequences Intelligent transportation systems Communication system traffic control Information systems Vehicle detection Intelligent control Multimedia systems Laboratories

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Stability and performance analysis of an enhanced hybrid fuzzy P+ID controller

Stability and performance analysis of an enhanced hybrid fuz...

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American Control Conference (ACC)

作者： Wei Li Xiaoguang Chang J. Farrell Department of Electrical Engineering University of California Riverside CA USA National Laboratory for Intelligent System and Technology Department of Computer Science and Technology Tsinghua University Beijing China

In order to improve control performance in both dynamic transient and steady-state periods, this paper presents an enhanced hybrid FUZZY P+ID controller that is constructed by using an incremental fuzzy logic controller with twenty-five rules in place of the proportional term in a conventional PID controller. The enhanced FUZZY P+ID controller has only two additional parameters to be tuned based on its PID counterpart. The analysis shows that the stability behavior of a control system remains unchanged after replacing the PID controller by the FUZZY P+ID controller. Numerical simulation results of a nonlinear system for both step and tracking control demonstrate the superior control performance of the FUZZY P+ID controller.

关键词： Stability analysis Performance analysis Proportional control Fuzzy control Three-term control Control systems Nonlinear control systems Fuzzy logic Fuzzy systems Steady-state

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Video scene change detection method using unsupervised segmentation and object tracking

Video scene change detection method using unsupervised segme...

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IEEE International Conference on Multimedia and Expo (ICME)

作者： Shu-Ching Chen Mei-Ling Shyu Cheng-Cui Zhang R.L. Kashyap Distributed Multimedia Information System Laboratory School of Computer Science Florida International University Miami FL USA Department of Electrical and Computer Engineering University of Miami Coral Gables FL USA School of Electrical and Computer Engineering Purdue University West Lafayette IN USA

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Separated role of on-chip and on-PCB decoupling capacitors for reduction of radiated emission on printed circuit board

Separated role of on-chip and on-PCB decoupling capacitors f...

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IEEE International Symposium on Electromagnetic Compatibility (EMC)

作者： Jonghoon Kim Baekkyu Choi Hyungsoo Kim Woonghwan Ryu Young-hwan Yun Seog-heon Ham Soo-Hyung Kim Yong-hee Lee Joungho Kim Terahertz Media and System Laboratory Division of Electrical Engineering Korea Advanced Institute of Science and Technology Daejeon South Korea Department of Electrical Engineering and Computer ScienceKorea Advanced Institutes of Science and Technology Samsung Electronics Company Limited Daejeon South Korea

The power/ground fluctuation is known as a significant source of radiated emission. We discuss the separated functions of on-PCB and on-chip decoupling capacitors on the suppression of electromagnetic radiated emission. Due to the different ranges of parasitic inductance and the different locations of the on-chip current drivers, on-PCB and on-chip decoupling capacitors exhibit separated frequency characteristics in terms of suppression efficiency of radiation. The roles of on-PCB and on-chip decoupling capacitors are estimated by circuit simulation and a simple antenna model, and are confirmed by experiments. It is found that the on-chip decoupling capacitors are mainly effective for the suppression of radiated emission over 100 MHz frequency. Increase of the on-chip decoupling capacitance and decrease of the parasitic inductance of the package produce an improved suppression ratio at high frequency range. Combined placement and sizing of the decoupling capacitors have achieved more than 10 dB suppression of the electromagnetic radiated emission over a wide spectrum range.

关键词： Capacitors Frequency Packaging Inductance Electromagnetic radiation Network-on-a-chip Parasitic capacitance Digital circuits Voltage fluctuations Printed circuits

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In order issue out-of-order execution floating-point coprocessor for CalmRISC32

In order issue out-of-order execution floating-point coproce...

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computer Arithmetic (ARITH)

作者： Cheol-Ho Jeong Woo-Chan Park Tack-Don Han Sang-Woo Kim Moon-Key Lee Media System Laboratory Department of Computer Science Yonsei University Seoul South Korea MCU Team System LSI Division Samsung Electronics Company Limited Yongin si South Korea VLSI and CAD Laboratory Department of Electrical Engineering Yonsei University Seoul South Korea

ISBN: (纸本)0769511503

The CalmRISC32 FPU (Floating-Point Unit) is a RISC coprocessor for embedded system applications. It supports IEEE-754 standard single precision floating-point addition, floating-point subtraction, floating-point multiplication, floating-point division, format conversion, comparison, rounding, load, store, etc. It also supports four rounding modes, and precise exception. It can execute and complete instructions out of order, if constraints such as data dependency, resource conflict, and exception prediction are resolved. Standard cell-base design techniques were used to reduce design time and expense. The first prototype operated at approximately 70 MHz with the worst-case delay in gate level simulation.

关键词： Out of order Coprocessors Pipelines Embedded system Delay Laboratories Microprocessors Floating-point arithmetic Hardware Large scale integration

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