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Pattern visualization for machine translation output 05

Pattern visualization for machine translation output

引用

Human Language Technology conference and conference on Empirical Methods in Natural Language Processing, HLT/EMNLP 2005, Co-located with the 2005 Document Understanding conference, DUC and the 9th International Workshop on Parsing Technologies, IWPT

作者： Lopez, Adam Resnik, Philip Institute for Advanced Computer Studies Department of Computer Science University of Maryland College Park MD 20742 United States Institute for Advanced Computer Studies Department of Linguistics University of Maryland College Park MD 20742 United States

We describe a method for identifying systematic patterns in translation data using part-ofspeech tag sequences. We incorporate this analysis into a diagnostic tool intended for developers of machine translation systems, and demonstrate how our application can be used by developers to explore patterns in machine translation output. © 2005 Association for Computational Linguistics.

关键词： Machine translation

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VisAR : A new technique for visualizing mined association rules

VisAR : A new technique for visualizing mined association ru...

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1st International conference on Advanced data Mining and Applications

作者： Techapichetvanich, K Datta, A Univ Western Australia Sch Comp Sci & Software Engn Perth WA 6009 Australia

ISBN: (纸本)354027894X

Many business organizations generate a huge amount of transaction data. Association rule mining is a powerful analysis tool to extract the useful meanings and associations from large databases and many automated systems have been developed for mining association rules. However, most of these systems usually mine many association rules from large databases and it is not easy for a user to extract meaningful rules. visualization has become an important tool in the data mining process for extracting meaningful knowledge and information from large data sets. Though there are several techniques for visualizing mined association rules, most of these techniques visualize the entire set of discovered association rules on a single screen. Such a dense display can overwhelm analysts and reduce their capability of interpretation. In this paper we present a novel technique called VisAR for visualizing mined association rules. VisAR consists of four major stages for visualizing mined association rules. These stages include managing association rules, filtering association rules of interest, visualizing selected association rules, and interacting with the visualization process. Our technique allows an analyst to view only a particular subset of association rules which contain selected items of interest. VisAR is able to display not only many-to-one but also many-to-many association rules. Moreover, our technique can overcome problems of screen clutter and occlusion.

关键词： visualization visual exploration association rules market basket

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Evaluation of a MCA-based approach to organize data cubes

Evaluation of a MCA-based approach to organize data cubes

引用

CIKM'05 - Proceedings of the 14th ACM International conference on Information and Knowledge Management

作者： Messaoud, Riadh Ben Boussaid, Omar Rabaséda, Sabine Loudcher Laboratory ERIC University of Lyon 2 5 avenue Pierre Mendès-France 69676 Bron Cedex France

ISBN: (纸本)1595931406

In the OLAP context, exploration of huge and sparse data cubes is a tedious task that does not always lead to efficient results. We propose to use a Multiple Correspondence analysis (MCA) in order to enhance data cube representations and make them more suitable for visualization and thus, easier to analyze. We also provide an original quality criterion to measure the relevance of the obtained data representations. Experimental results we led on real data samples have shown the interest and the efficiency of our approach.

关键词： data processing

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Scilab/Scicos and Linux RTAI - A unified approach

Scilab/Scicos and Linux RTAI - A unified approach

引用

IEEE International conference on Control Applications

作者： Bucher, R Balemi, S Univ Appl Sci Dept Innovat Technol CH-6928 Lugano Switzerland

ISBN: (纸本)0780393538

This paper presents a Rapid Controller Prototyping environment completely based on open source software. GNU/Linux with the RTAI extension is used as a hard real-time operating system. The Scilab/Scicos suite permits performance of all phases of the control system design. A modified Scicos code generator directly generates the C-code for the Linux RTAI environment. Finally, the generated hard real-time task runs as a user space application on a standard PC using the COMEDI drivers to interface with the real plant. A GUI application facilitates the user to interact with the running real-time task (data visualization, data collection, parameters tuning) directly from any PC in the network. All needed software is available on the web and can be freely downloaded. Some applications are presented to demonstrate the potentialities of the presented suite.

关键词： Control system analysis

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Evaluating the propagation effects of time critical targeting

Evaluating the propagation effects of time critical targetin...

引用

conference on Enabling Technologies for Simulation Science IX

作者： McQueary, BR Krause, L Ferens, DV Securborat Inc Melbourne FL 32901 USA

ISBN: (纸本)0819457906

As General John P. Jumper, Air Force Chief of Staff, noted the bulk of an Air Operations Center Air Tasking Order cycle is spent gathering information from different stovepipe intelligence assets, then manually evaluating the results and planning implications'. This time consuming process is an obstacle that inhibits the real-time battlespace awareness needed by commanders to dynamically task assets to address time critical targets and help the Air Force meet its goal of "striking mobile and emerging targets in single digit minutes"(2). This paper describes how research performed for the Dynamic Intelligence Anticipation, Prioritization, and Exploitation System (DIAPES) supports this goal by leveraging advances in ontological modeling, intelligence data integration;artificial intelligence;and visualization. DIAPES applies automated analysis and visualization to an integrated ontology that specifies the relationships among intelligence and planning products and battlespace execution assets. This research seeks to enable commanders and analysts to perform 'what-if' scenarios to judge tradeoffs and determine the potential propagation effects that retasking assets to address time critical targets have throughout battlespace plans and participants.

关键词： visualization data modeling Analytical research Artificial intelligence Situational awareness sensors Visual analytics data integration databases Intelligence systems Visual process modeling

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Sinicview: An interactive visualization tool for comparison of multiple sequence alignment results

Sinicview: An interactive visualization tool for comparison ...

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2005 IEEE Computational Systems Bioinformatics conference, Workshops and Poster Abstracts

作者： Shih, Arthur Chun-Chieh Lee, D.T. Lin, Laurent Peng, Chin-Lin Chen, Shiang-Heng Wong, Chun-Yi Chou, Meng-Yuan Shiao, Tze-Chang Institute of Information Science Genomics Research Center Academia Sinica Taiwan Taiwan

ISBN: (纸本)0769524427

In the initial stage of sequence analysis, a biologist is first faced with the questions about how to choose the best tool to align sequences of interest and how to analyze and visualize the alignment results, and then with the question about whether maligned regions produced by the tool are indeed not homologous or are just results due to inappropriate alignment tools or scoring systems used. In this paper, we present a versatile alignment visualization system, called SinicView, (for Sequence-aligning INnovative and Interactive Comparison VIEWer), which allows users to efficiently compare and evaluate assorted alignment results obtained by different tools. SinicView calculates similarity of the alignment outputs under a sliding window using the sum-of-pairs method and provides scoring profiles of each set of aligned sequences. Combined with the annotations information, the user can visually compare alignment results either in graphic scoring profiles or in plain text format of the alignednucleotides. With SinicView, users can use their own data sequences to compare various alignment tools or scoring systems and select the most suitable one to perform alignment and sequence analysis. SinicView is avaiable for free download from http://***/. © 2005 IEEE.

关键词： Genetic engineering

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Spectral recovery using polynomial models

Spectral recovery using polynomial models

引用

conference on Photonics in the Automobile

作者： Connah, D Hardeberg, JY Gjovik Univ Norwegian Colour Res Lab Gjovik Norway

ISBN: (纸本)0819456403

In this paper we apply polynomial models to the problem of reflectance recovery for both three-channel and multispectral imaging systems. The results suggest that the technique is superior in terms of accuracy to a standard linear transform and its generalisation performance is equivalent provided that some regularisation is employed. The experiments with the multispectral system suggest that this advantage is reduced when the number of sensors are increased.

关键词： Reflectivity Sensors Cameras Systems modeling Imaging systems data modeling Error analysis Multispectral imaging visualization CMYK color model

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Effective data management, visualization and reporting in an environmental restoration project: A Los Alamos national laboratory case study

Effective data management, visualization and reporting in an...

引用

10th International conference on Environmental Remediation and Radioactive Waste Management, ICEM'05

作者： Scherma, Steven Bolivar, Stephen Nasser, Khalil reVision Inc. Los Alamos National Laboratory

ISBN: (纸本)079183770X

This paper provides an overview and discusses the SMART system and how it facilitates data management within an environmental restoration project. SMART has four main components: data inputs, data storage, data cleanup and QA, and data retrieval (outputs). SMART data inputs consist of multiple subsystems designed to accurately capture, track, validate and audit analytical sampling activities. SMART interfaces include planning, collection, shipping, receiving, invoicing, verification and validation for analytical sampling activities. SMART data storage is built on a framework of transactional databases feeding multiple data marts which are linked to GIS repositories. The transactional databases support a high level of security, tracking and auditing for both newly generated data and for clean up of legacy data. The data marts support rapid data retrieval and analysis of large amounts of analytical and regulatory data. The GIS repository supports spatial data storage and retrieval. Document repositories support document production, tracking of regulatory deliverables and document retrieval. SMART data editing tools are designed to facilitate cleanup of legacy data issues and perform final QA functions in production data. SMART data retrieval, visualization and reporting tools provide a simple-to-use interface for drilling down and extracting information, characterizing and analyzing that information and generating and displaying the data in a variety of maps, charts and tables. SMART data outputs also support the auditing and tracking of regulatory deliverables. Copyright © 2005 by ASME.

关键词： database systems

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Small program for fast data acquisition in Windows environment

Small program for fast data acquisition in Windows environme...

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2005 14TH IEEE-NPSS Real Time conference

作者： Kodyš, P. Brož, J. Doležal, Z. Institute of Particle and Nuclear Physics Charles University V Holesovickach 2 Prague 180 00 Czech Republic

ISBN: (纸本)0780391837

A new data acquisition program for personal computers with Windows operating system has been built at Charles University van de Graaff laboratory. It allows fast data acquisition from VME, CAMAC and other PC interface cards using interrupt or polling mode via several types of crate controllers, basic on-line analysis and visualization of acquired data in graphs and histograms. The program is written in combination of MSVC6.0++ and ROOT macros and offers easy customization to individual user requirements via external configuration files, without need of recompilation. Driver interface supports PCI bus devices (W-IE-NE-R PCI - CC32) or older ISA bus devices with internal drivers. In the presented paper a description of the program concepts and features is given. Program was extensively tested with several combinations of hardware and software, and results of the tests are shown at the end. © 2005 IEEE.

关键词： data acquisition

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GIR'05 - Proceedings of the ACM Workshop on Geographic Information Retrieval, Co-located with the ACM conference on Information and Knowledge Management, CIKM 2005

GIR'05 - Proceedings of the ACM Workshop on Geographic Infor...

引用

2nd Workshop on Geographic Information Retrieval, GIR'05, Co-located with the ACM conference on Information and Knowledge Management, CIKM 2005

ISBN: (纸本)1595931651

The proceedings contain 12 papers. The topics discussed include: filtering mechanisms for the visualization of geo-referenced information;an evaluation of a multidimensional visual interface for geographic information retrieval;visualization and semantic analysis of geographic metadata;detecting geographic locations from web resources;extracting metadata for spatially-aware information retrieval on the Internet;indexing and ranking in geo-IR systems;automatically identifying and georeferencing street maps on the web;finding geodata that otherwise would have been forgotten - GeoXchange - a SDI-based portal for sharing free geodata;ontology-based service discovery in spatial data infrastructures;geographical partition for distributed web crawling;geographic web search based on positioning expression;and challenges and resources for evaluating geographical IR.

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