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检索条件"任意字段=Conference on Visual Data Exploration and Analysis II"

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visualizing the yield pattern outcome for automatic data exploration

Visualizing the yield pattern outcome for automatic data exp...

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2nd Asia International conference on Modelling and Simulation, AMS 2008

作者： Noor, Megat Norulazmi Megat Mohamed Jusoh, Shaidah Graduate Dept. of Computer Science College of Arts and Sciences Universiti Utara Malaysia 06010 Sintok Kedah Malaysia

ISBN: (纸本)9780769531366

Non close loop manufacturing process, typically in the hard disk media industries rely from its inspection machine to generate production yield temporal data that can be used for future analysis. In order for an engineer to proactively perform maintenance on its process equipment and avoiding unnecessary unplanned down time, they need to be able to predict the outcome of the yield before products arrives at the inspection machine. The future prediction of the yield outcome can be achieved by visualizing the historical data pattern generated from the inspection machine, transform the data pattern and map it into machine learning algorithm for training in order to automatically generate a prediction model without the visual interpretation needs to be done by human. © 2008 IEEE.

关键词： Forecasting

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Intelligent systems for the autonomous exploration of Titan and Enceladus

Intelligent systems for the autonomous exploration of Titan ...

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conference on Space exploration Technologies

作者： Furfaro, Roberto Lunine, Jonathan I. Kargel, Jeffrey S. Fink, Wolfgang Univ Arizona Dept Aerosp & Mech Engn Tucson AZ 85721 USA Univ Arizona Lunar & Planetary Lab Tucson AZ 85721 USA Univ Arizona Hydrol & Water Resources Tucson AZ USA CALTECH Div Phys Math & Astron Visual & Autonomous Explorat Syst Res Lab Pasadena CA 91125 USA

ISBN: (纸本)9780819471512

Future planetary exploration of the outer satellites of the Solar System will require higher levels of onboard automation, including autonomous determination of sites where the probability of significant scientific findings is highest. Generally, the level of needed automation is heavily influenced by the distance between Earth and the robotic explorer(s) (e.g. spacecraft(s), rover(s), and balloon(s)). Therefore, planning missions to the outer satellites mandates the analysis, design and integration within the mission architecture of semi-and/or completely autonomous intelligence systems. Such systems should (1) include software packages that enable fully automated and comprehensive identification, characterization, and quantification of feature information within an operational region with subsequent target prioritization and selection for close-up reexamination;and (2) integrate existing information with acquired, "in transit" spatial and temporal sensor data to automatically perform intelligent planetary reconnaissance, which includes identification of sites with the highest potential to yield significant geological and astrobiological information. In this paper we review and compare some of the available Artificial Intelligence (AI) schemes and their adaptation to the problem of designing expert systems for onboard-based, autonomous science to be performed in the course of outer satellites exploration. More specifically, the fuzzy-logic framework proposed is analyzed in some details to show the effectiveness of such a scheme when applied to the problem of designing expert systems capable of identifying and further exploring regions on Titan and/or Enceladus that have the highest potential to yield evidence for past or present life. Based on available information (e.g., Cassini data), the current knowledge and understanding of Titan and Enceladus environments is evaluated to define a path for the design of a fuzzy-based system capable of reasoning over collected

关键词： fuzzy expert systems autonomy planetary reconnaissance exploration of the Solar System Titan Enceladus

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Identification of quality indicators of visual-based learning material in technology education programs for grades 7-12

Identification of quality indicators of visual-based learnin...

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2008 ASEE Annual conference and Exposition

作者： Katsioloudis, Petros Berea College Berea College KY United States

The purpose of this study was to identify the quality indicators of visual-based learning material in technology education for grades 7-12. A three-round modified Delphi method was used to answer the following research questions: RQ1: What indicators should quality visual-based learning material in technology education have to be effective and efficient in transmitting information for grades 7-12? RQ2: What are the indicators of the learner's characteristics that impact the selection of visual-based learning material in technology education for grades 7-12? The quality indicators were determined by consensus reached by a panel of 21 educational experts randomly selected from participants in two NSF funded projects that piloted and field-tested visual learning material in technology education courses. The two funded projects were VisTE and TECH-Know. In the first round, the panel was provided with examples of quality indicators. The example indicators in the first round instrument derived from the literature review. The first round of the modified Delphi method used an open-ended questionnaire format in which the experts were asked to keep, reject, modify or add a new characteristic. The responses generated by the first round contributed to the development of the Round ii instrument. In the second round, panelists were asked to value and rank from lowest to highest the items identified on Round I on a 5 point Likert scale. In Round in the experts' panel was asked to accept or reject the quality indicators derived by the second round. Based on an analysis of data collected on Rounds I, ii and iiI conclusions were drawn and 18 quality indicators were found. © American Society for Engineering Education, 2008.

关键词： Engineering education

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Massive sulphide deposits exploration useing ASTER image analysis

Massive sulphide deposits exploration useing ASTER image ana...

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29th Asian conference on Remote Sensing 2008, ACRS 2008

作者： Assiri, A. Alsaleh, A. Mousa, H. P.O. Box 6086 Riyadh 11442 Saudi Arabia Geosciences Department P.O. Box 2445 Riyadh 11451 Saudi Arabia

ISBN: (纸本)9781615676156

This study aims at exploiting multi-spectral data, acquired from ASTER, satellite to explore areas of hydrothermal alteration and Gossan including massive Sulphide deposits. Auger sulphide is a good source of raw materials such as economic copper, silver, gold and zinc. Major steps involved in the analysis of ASTER satellite data have been discussed using ERDAS Imagine Software. The extent of interdependence among spectral regions, hydrothermal alteration and Gossan has been studied through digital image analysis and classification. The visual interpretation techniques have been employed to identify and earmark hydrothermal alteration and Gossan zones on the satellite image for carrying out subsequent supervised image classification. Imagery analysis was supported by the color composite, developed by exposing bands 4, 6 & 9 with Red, Green and Blue radiations respectively, to make iron-rich cap or Gossan and hydrothermal alteration zones prominent. The Gossan-laden regions appeared in Red color while the hydrothermal alteration zones took color range from reddish green to light green. Image enhancement has also been achieved through the application of image ratioing techniques and an improved color composite was developed by exposing results of band ratios of band 5 & band 7, band 5 & band 4, and band 2 & band 1 with Red, Green and Blue radiations respectively. Resultantly, the combination of visual interpretation, previous knowledge of the landcover and digital image processing techniques applied on the ASTER Satellite imagery in multi-spectral mode, has proved beneficial in studying hydrothermal alteration zones and Gossan in the Nuqrah area.

关键词： Color

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Proceedings - 5th International conference Bio Medical visualization: Information visualization in Medical and Biomedical Informatics, Medivis 2008

Proceedings - 5th International Conference Bio Medical Visua...

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5th International conference BioMedical visualization: Information visualization in Medical and Biomedical Informatics, MediVis 2008

ISBN: (纸本)9780769532844

The proceedings contain 12 papers. The topics discussed include: genomic spring-synteny visualization with IMAS;visualizing the ene ontology-annotated clusters of co-expressed genes: a two-design study;from microarrays to promoters: the visual story of Stat3;visualization of clinical and non-clinical characteristics of patients with behavioral and psychological symptoms of Dementia;interactive exploration of medical data sets;visualizing domain interaction network and the impact of alternative spicing events;3D multiscale visualization for medical datasets;3D visualization of the radiological features of type ii collagenopathies associated with Skeletal Dysplasias;using Web services for distributed medical visualization;and medical image segmentation using new hybrid level-set method.

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Non-invasive monitoring and quantitative analysis of patch test reactions by reflectance spectrophotometry, laser Doppler flowmetry and transepidermal water loss

Non-invasive monitoring and quantitative analysis of patch t...

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conference on Biomedical Applications of Light Scattering ii

作者： Eikje, NataIja Skrebova Arase, Seiji Waseda Univ Dept Elect Engn & Biosci Tokyo Japan Univ Tokushima Sch Med Dept Dermatol Tokushima Japan

ISBN: (纸本)9780819470393

Reflectance spectrophotometry (RS), laser Doppler flowmetry (LDF) and transepidermal water loss (TEWL) techniques were simultaneously used to non-invasively monitor skin colour (SC), skin blood flow (SBF) and barrier function damage (BFD) in routinely patch-tested Japanese patients in dermatology clinic. The analytical quality, reliability and reproducibility of each technique were compared and analyzed in correlated to visual scoring patch test (PT) reactions as negative (), doubtful (+?), weak (+) and strong (++/+++) at 48- and 72-hour monitoring. An attempt was made to quantify predominant in the clinic "+?"- and "+"-PT-reactions. The relationship between 48 h and 72 h measurements in different reaction groups was poor for TEWL, LDF showed a tendency to decrease at 72 h, but good for RS. A correlation between visual scorings and instrumental mean values was poor for TEWL, good for LDF and excellent for RS. So, measurements by RS were the most statistically significant to non-invasively monitor and quantify doubtful, weak and strong PT reactions, accordingly providing continuous data grading of reaction intensity suitable in the clinic. Moreover, monitoring of SC changes was the most reliable parameter for the quantitative distinguishing of doubtful and weak reactions in pigmented skin.

关键词： skin patch test skin inflammation. contact dermatitis eczema non-invasive monitoring quantitative analysis reflectance spectrophotometry laser Doppler flowmetry transepidermal water loss

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Classification of Multi-labeled data: A Generative Approach

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European conference on Principles of data Mining and Knowledge Discovery

作者： Streich, Andreas P. Buhmann, Joachim M. ETH Inst Computat Sci CH-8092 Zurich Switzerland

ISBN: (纸本)9783540874805

Multi-label classification assigns a data item to one or several classes. This problem of multiple labels arises in fields like acoustic and visual scene analysis, news reports and medical diagnosis. In a generative framework, data with multiple labels can be interpreted as additive mixtures of emissions of the individual sources. We propose a deconvolution approach to estimate the individual contributions of each source to a given data item. Similarly, the distributions of multi-label data are computed based on the source distributions. In experiments with synthetic data, the novel approach is compared to existing models and yields more accurate parameter estimates, higher classification accuracy and ameliorated generalization to previously unseen label sets. These improvements are most pronounced on small training data sets. Also on real world acoustic data, the algorithm outperforms other generative models, in particular on small training data sets.

关键词： Diagnosis

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Pattern Recognition by DTW and Series data Mining in 3D Stratum Modelling and 3D visualization

Pattern Recognition by DTW and Series Data Mining in 3D Stra...

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5th International conference on Fuzzy Systems and Knowledge Discovery

作者： Chen, Oiang Zhang, Chao Mo Zhang, Ying Fang Song, Wan Qing Shanghai Univ Engn Sci Ctr Comp Shanghai 201620 Peoples R China Yangtze Univ Minist Educ Key Lab Explorat Tchnol Oil & Gas Res Hubei 434100 Peoples R China

ISBN: (纸本)9780769533056

Three-dimension(3D) modeling and visualization of stratum plays important role in seismic active fault detection,of course in GeoInformation science. Well-logging data of strata is taken as time series. Similarity measure of subsequence search is proposed based on dynamic time warping (DTW), Realizing time series match in different length of time series. The frequent pattern mining experiment is carried on to survey data of strata by multivariable combination analysis, We supply the stratum geophysics attribute by the depth (time) records sequence in the non-drill hole survey data's places using these frequent patterns, combining structure frame and mathematics geology interpolation technology, establish 3D geology model of the target area,and develop the underground geologic body 3D visualization software depending on visual studio. net and OpenGL graph packages, realize 3D visualization system.

关键词： dynamic time warping (DTW) Three-Dimension (3D) Modeling and visualization stratum modelling 3D geology model

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Design space exploration and performance analysis for the modular design of CVS in a heterogeneous MPSoC

Design space exploration and performance analysis for the mo...

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2008 International conference on Reconfigurable Computing and FPGAs, ReConFig 2008

作者： Jia, Z. Jian Bautista, Tomás Núñez, Antonio Guerra, Cayetano Hernández, Mario Research Institute for applied microelectronics University of Las Palmas de Gran Canaria Spain Research Institute for Intelligent System University of Las Palmas de Gran Canaria Spain

ISBN: (纸本)9780769534749

In this paper, we present the strategy for evaluating the performance of a variety of configurations of an architecture template for a computer vision system (CVS). For this study a generic model of an architecture is used to address the modular design of the CVS. This modular nature approach could be used to build a more complex system by integrating several applications which perform different kind of data processing issues but sharing a common architecture. In our current work, a visual tracking system with real-time behaviour (25 frames/sec) is modelled and mapped on the model of a pipelined multiprocessor platform. The tracking system performance and shared resource usage were analyzed to determine the real architecture capacity and also to find out possible bottlenecks in order to propose new solutions which allow more applications to be mapped on the platform template in the future. © 2008 IEEE.

关键词： data handling

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Accelerating Cogent Confabulation: an exploration in the Architecture Design Space

Accelerating Cogent Confabulation: an Exploration in the Arc...

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International Joint conference on Neural Networks

作者： Qiu, Qinru Burns, Daniel Moore, Michael Linderman, Richard Renz, Thomas Wu, Qing SUNY Binghamton Dept Elect & Comp Engn Binghamton NY 13902 USA Air Force Res Lab Griffiss AFB NY 13441 USA IIT Adv Engn & Sci Griffiss AFB NY 13441 USA

ISBN: (纸本)9781424418206

Cogent confabulation is a computation model that mimics the Hebbian learning, information storage, inter-relation of symbolic concepts, and the recall operations of the brain. The model has been applied to cognitive processing of language, audio and visual signals. In this project, we focus on how to accelerate the computation which underlie confabulation based sentence completion through software and hardware optimization. On the software implementation side, appropriate data structures can improve the performance of the software by more than 5,000X. On the hardware implementation side, the cogent confabulation algorithm is an ideal candidate for parallel processing and its performance can be significantly improved with the help of application specific, massively parallel computing platforms. However, as the complexity and parallelism of the hardware increases, cost also increases. Architectures with different performance-cost tradeoffs are analyzed and compared. Our analysis shows that although increasing the number of processors or the size of memories per processor can increase performance, the hardware cost and performance improvements do not always exhibit a linear relation. Hardware configuration options must be carefully evaluated in order to achieve good cost performance tradeoffs.

关键词： Commerce

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