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Monitoring email transaction logs by text-mining email contents

Monitoring email transaction logs by text-mining email conte...

引用

3rd International Conference on Data Mining and Intelligent information technology Applications, ICMIA 2011

作者： Esichaikul, Vatcharaporn Guha, Sumanta Juntapoln, Chanawut Computer Science and Information Management Program Asian Institute of Technology P.O. Box 4 Klong Luang Pathumthani 12120 Thailand

ISBN: (纸本)9788988678480

Monitoring every single email takes a lot of effort especially when the size of email transaction log is very large. This study proposed to find a wise option to monitor only the contents of important emails. Depth First Search algorithm, multi-digraph, email scoring model, WordNet, and Vector Space Model are used to create a model for filtering important emails and mining email contents. The findings showed that using email filtering module together with term enhancing module can help in reducing the processing time and keeping high precision and recall values of the system. © 2011 AICIT.

关键词： Electronic mail

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Counting leukocytes from whole blood using a lab-on-a-chip Coulter counter

Counting leukocytes from whole blood using a lab-on-a-chip C...

引用

Annual International Conference of the IEEE Engineering in Medicine and Biology Society

作者： Zhe Mei Sung Hwan Cho Arthur Zhang Jie Dai Tsung-Feng Wu Yu-Hwa Lo School of Information and Electronics Beijing Institute of Technology Beijing 100081China NanoSort Inc. San Diego California 92121 visiting scholars affiliated with Department of Electrical and Computer Engineering University of California San Diego La Jolla California 92093-0407 USA. Materials Science and Engineering Program University of California at San Diego La Jolla California 92093-0418 USA Department of Electrical and Computer Engineering University of California San Diego La Jolla California 92093-0407 USA

ISBN: (纸本)9781424441198

A microfluidic lab-on-a-chip Coulter counter was demonstrated to count micro particles and leukocytes from whole blood. Instead of electroplated or deposited metal electrodes, off-the-shelf gold pins were used as electrodes to simplify fabrication process, reduce cost, enhance device durability, and above all, achieve superior uniformity in E-field distribution for improved signal quality. A custom-designed, low-cost demodulation circuit was developed to detect the AC impedance signals of the particles and cells passing the detection area defined by the microfluidic channels. A mixture of polystyrene beads with three different sizes was used to characterize the device. The results showed high throughput at 2000 particles/s and clear separation among different sizes of beads with coefficients of variation (CV) of 13.53%, 10.35% and 5.67% for 7.66μm, 10.5μm and 14.7μmbeads, respectively. To demonstrate the potential for a point-of-care or self-administered device for cancer patients going through chemotherapy, we have used the lab-on-a-chip device to count leukocytes from whole blood, generating encouraging preliminary results comparable to the results from a commercial flow cytometer.

关键词： Counting leukocytes whole blood using a lab-on-a-chip

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Learning in repeated games with minimal information: The effects of learning bias 25

Learning in repeated games with minimal information: The eff...

引用

25th AAAI Conference on Artificial Intelligence and the 23rd Innovative Applications of Artificial Intelligence Conference, AAAI-11 / IAAI-11

作者： Crandall, Jacob W. Ahmed, Asad Goodrich, Michael A. Computing and Information Science Program Masdar Institute of Science and Technology Abu Dhabi United Arab Emirates Computer Science Department Brigham Young University Provo UT 84602 United States

ISBN: (纸本)9781577355083

Automated agents for electricity markets, social networks, and other distributed networks must repeatedly interact with other intelligent agents, often without observing associates' actions or payoffs (i.e., minimal information). Given this reality, our goal is to create algorithms that learn effectively in repeated games played with minimal information. As in other applications of machine learning, the success of a learning algorithm in repeated games depends on its learning bias. To better understand what learning biases are most successful, we analyze the learning biases of previously published multi-agent learning (MAL) algorithms. We then describe a new algorithm that adapts a successful learning bias from the literature to minimal information environments. Finally, we compare the performance of this algorithm with ten other algorithms in repeated games played with minimal information. Copyright © 2011, Association for the Advancement of Artificial Intelligence. All rights reserved.

关键词： Learning algorithms

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Construction of logical structures on specialization systems

Construction of logical structures on specialization systems

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2011 World Congress on information and Communication Technologies, WICT 2011

作者： Akama, Kiyoshi Nantajeewarawat, Ekawit Information Initiative Center Hokkaido University Sapporo Hokkaido 060-0811 Japan Computer Science Program Sirindhorn International Institute of Technology Thammasat University Pathumthani Thailand

ISBN: (纸本)9781467301251

A specialization system is an axiomatic structure for specifying a set of atomic formulas and a set of specialization operations on them. This paper formalizes the concept of logical structure and presents three basic ways of logical structure construction, i.e., generating a logical structure from a specialization system, constructing a conjunctive logical structure, and logical structure morphing. Instantiations of the proposed framework in the context of first-order logic, clausal-form logic, and a basic description logic are illustrated. The merits of the framework in understanding different logical systems and logical structure extension are described. © 2011 IEEE.

关键词： Formal logic

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Text cohesion visualizer

Text cohesion visualizer

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6th International Conference on computer science and Education, ICCSE 2011

作者： Nukoolkit, Chakarida Chansripiboon, Praewphan Mongkolnam, Pornchai Todd, Richard Watson Computer Science Program School of Information Technology King Mongkut's University of Technology Thonburi Bangkok 10140 Thailand School of Liberal Arts King Mongkut's University of Technology Thonburi Bangkok 10140 Thailand

ISBN: (纸本)9781424497188

In this paper, we describe the concept and design of a novel visualization tool to aid in academic writing of English as a Second Language students. The tool makes use of theory in classroom discourse, WordNet API, and linguistics rules given by a linguistics expert, by analyzing English language essays for their linguistic bond counts and links within and between paragraphs. These linguistic indicators reveal the structure and flow of essays, clusters of main ideas, as well as incoherent sentences, which obstruct essay unity. The lack of essay unity is one of the most common writing errors of English as a Second Language learners. The output of the system is shown as several kinds of visualizations that provide writing feedback to users, as well as an autocorrect functionality to improve essay unity. Novice English learners may benefit greatly from this system. © 2011 IEEE.

关键词： Visualization

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Applying Semantic Suffix Net to suffix tree clustering

Applying Semantic Suffix Net to suffix tree clustering

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Conference on Data Mining and Optimization, DMO

作者： Jongkol Janruang Sumanta Guha Computer Science & Information Management Program Asian Institute of Technology Pathumthani Thailand

In this paper we consider the problem of clustering snippets returned from search engines. We propose a technique to invoke semantic similarity in the clustering process. Our technique improves on the well-known STC method, which is a highly efficient heuristic for clustering web search results. However, a weakness of STC is that it cannot cluster semantic similar documents. To solve this problem, we propose a new data structure to represent suffixes of a single string, called a Semantic Suffix Net (SSN). A generalized semantic suffix net is created to represent suffixes of a set of strings by using a new operator to partially combine nets. A key feature of this new operator is to find a joint point by using semantic similarity and string matching; net pairs combination then begins at that joint point. This logic causes the number of nodes and branches of a generalized semantic suffix net to decrease. The operator then uses the line of suffix links as a boundary to separate the net. A generalized semantic suffix net is then incorporated into the STC algorithm so that it can cluster semantically similar snippets. Experimental results show that the proposed algorithm improves upon conventional STC.

关键词： Semantics Clustering algorithms Joints Algorithm design and analysis Pediatrics Data structures

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The analysis and explore for diagnosis of fault strength states of rotator based on return map

The analysis and explore for diagnosis of fault strength sta...

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International Conference on Intelligent Computation technology and Automation

作者： Rongtao, Hou Minfang, Chen Xiangzhi, Chu Xiaoping, Zhao Bingcheng, Wang School of Computer and Software Nanjing University of Information Science and Technology Nanjing China Center of Audio-visual Education Program Tangshan College Tangshan China School of Mechanism Shenzhen University Shenzhen China

ISBN: (纸本)9780769543536

in the paper, we analyze and study the status character in detail which a rotor of some rotating mechanism exist in some different fault types and different fault strengths. The research result shows that a fault rotor reveals distinct return map images, which the rotor runs in different malfunction status or different malfunction strengths. The research gives an effective method to explore fault character of complex mechanism chaotic dynamic system. © 2011 IEEE.

关键词： Fault detection

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Generating Activity Streams from Events occurring in company-internal IT infrastructures

Generating Activity Streams from Events occurring in company...

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2011 IEEE 13th International Conference on Communication technology(ICCT 2011)

作者： Eng.S.M.Khaled Reza S.M.Mohsin Reza Masters Program in Computational Engineering (Distributed Systems Engineering) Faculty of Computer Science Dresden University of Technology Dresden Germany Masters Program in Information Technology (Embedded Systems Engineering) Faculty of Computer Science Electrical Engineering and Information Technology University of Stuttgart Germany

In the current era of technology,the Internet and web technologies become the center source of *** to the huge amount of contents,one of the main challenges of modern information technology is aimed at how to reduce and manage information in a structured way with mobilizing users to the similar kind of relevant ***,any intelligent system should be able to understand people's interest about a particular type of information and automatically mobilize him to the similar kind of available information *** idea of high level Activity Streams along with its standardized format can play a vital role to solve this problem in the broader *** paper introduces a novel system called CoASGen (Consolidation and Activity Streams Generator) which is able to automatically generate high level Activity Streams after aggregating and consolidating from different independent systems (*** a software company context:version management system,wikis,bug trackers etc.).It retrieves life time information as heterogeneous web feed by sensing user activities from those independent systems and then it transforms several similar types of atomic activities into high level Activity Streams using semantic technologies along with its specific standardized ***,it shows these high level Activity Streams to the user interface which is able to automatically motivate users to find relevant information easily without either missing any data or losing valuable *** system solves the problem "data silos" by reducing and managing information in a structured way.

关键词： Activity Streams,Atomic Activity,High Level Activity Stream,CoASGen System

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Improving University e-Learning with Exploratory Data Analysis and Web Log Mining

Improving University e-Learning with Exploratory Data Analys...

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The 6th International Conference on computer science & Education(第六届国际计算机新科技与教育学术会议 ICCSE 2011)

作者： Chakarida Nukoolkit Praewphan Chansripiboon Satita Sopitsirikul Computer Science Program School of Information Technology King Mongkut's University of Technology Thonburi Bangkok10140 Thailand

The success of an e-Learning system depends on several factors: a supportive infrastructure, high-quality content, effective format, and high availability to satisfy ongoing user needs. In this paper, we perform exploratory data analysis and data mining on an e-Learning web log, which spans one academic year. The study uncovers the e-Learning users’ usage behavior in accessing the content. The study discovers e-Learning media popularity and usage patterns, and helps the institution fine tune future courseware, from strategic changes to the fine-grain of lesson content improvement.

关键词： e-Learning exploratory data analysis web log mining curriculum design

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Monitoring email transaction logs by text-mining email contents

Monitoring email transaction logs by text-mining email conte...

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International Conference on Data Mining and Intelligent information technology Applications (ICMiA)

作者： Vatcharaporn Esichaikul Sumanta Guha Chanawut Juntapoln Computer Science & Information Management Program Asian Institute of Technology Klong Luang Pathum Thani Thailand

关键词： Electronic mail Filtering Vectors Earth Monitoring Support vector machine classification Semantics

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