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An Interactive Hyper Knowledge Discovery System for Chinese Medicine

An Interactive Hyper Knowledge Discovery System for Chinese ...

引用

International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)

作者： Tongyuan Wang Huzhan Zheng Yanjiang Qiao Department of Computer Science and Software Engineering Concordia University Canada Faculty of Chinese Pharmacy Beijing University of Chinese Medicine China

The proposed hyper knowledge discovery system is designed to facilitate domain users to interactively discover knowledge from complex data sets. At the first stage, this system integrates data preprocess, lexicon establishment and database construction together. Then it provides domain users with flexibility and fuzzy mechanism to retrieve information and mine knowledge interactively. The system introduces an approach to obtain joint probability distributions of an arbitrary number of variables of multi valued states. This is fundamental for mining correlation and causal relations from the complex data sources. To attain these objectives, the system creatively exploits the functionalities of the relational database and SQL engine to reduce programming while achieving good performance. All the functionalities are online and hence facilitate resource and knowledge sharing.

关键词： Relational databases Fuzzy systems Functional programming Humans Data mining Information retrieval Probability distribution computer science software engineering Technological innovation

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Development of a mobile phone based beat-by-beat sphygmomanometer

Development of a mobile phone based beat-by-beat sphygmomano...

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IEEE EMBS International Conference on Information Technology Applications in Biomedicine (ITAB)

作者： Hiroki Abe Wenxi Chen Tatsuo Togawa Toshiya Maeda Ryousuke Arai Department of Computer Software School of Computer Science and Engineering University of Aizu Fukushima Japan Graduate School of Computer Science and Engineering University of Aizu Fukushima Japan Faculty of Human Science Waseda University Japan Medical Trust Company Limited

This paper is aimed at the development of a high-precision, noninvasive, continuous blood pressure monitor using pulse arrival time (PAT). A continuous putative function of systolic blood pressure was realized using Electrocardiogram (ECG) and the pulse signals for calculating the pulse wave are obtained from electrodes that are attached to both hands and a photoplethysmographic sensor attached to the tip of the finger and the hand. First, noise such as drift, electromyogram, and hum noise is reduced using a notch filter and a bandpass filter. Next, the QRS wave peak of the ECG is detected. In parallel with QRS wave peak detection, the leading edge of the pulse is detected. The interval between these two points is computed as the PAT. Then, the signal most correlated to change in blood pressure is selected. In this way, systolic blood pressure is computed continuously and precisely.

关键词： Mobile handsets Blood pressure Biomedical monitoring Band pass filters Electrocardiography Fingers Java Data communication Pulse amplifiers computer science

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A new resource selection approach based on reputation driven Min-min algorithm in the Grid economy

A new resource selection approach based on reputation driven...

引用

2007 Asian Technology Information Program's (ATIP's) 3rd Workshop on High Performance Computing in China - Solution Approaches to Impediments for High Performance Computing, CHINA HPC'07

作者： Liu, Guanfeng Xu, Yuebin Ma, Shanzhou Dept. of Intelligent Information Research Center Qingdao University 308 Ningxia Road Qingdao 266071 China Information and Engineering Faculty Qingdao University 308 Ningxia Road Qingdao 266071 China Dept. of Computer Software Laboratory Qingdao University 308 Ningxia Road Qingdao 266071 China

ISBN: (纸本)9781595939036

As Grid is a dynamic environment, the function of reputation is more and more obvious. Reputation systems have been a hot topic in the Peer-to-Peer community for several years. However the researches of it in the Grid are still not perfect, especially in the emerging Grid economy field. In this paper, we propose a reputation calculation model that is suitable in the economic-based Grid computing environment. We also propose a new module, Reputation Control Module (RCM), for the Grid Architecture for Computational Economy (GRACE), and give a detailed introduction of the internal structure of RCM and workflow of different module in GRACE architecture. Additionally, a reputation driven Min-min algorithm was designed based on reputation system in the Grid economy for resource selection. At last we show the performance of the system by simulating experiments. Copyright 2007 ACM.

关键词： Peer to peer networks

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Efficient Algorithms for Mining Closed Multidimensional Sequential Patterns

Efficient Algorithms for Mining Closed Multidimensional Sequ...

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International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)

作者： Veera Boonjing Panida Songram Software Systems Engineering Laboratory Department of Mathematics and Computer Science Faculty of Science King Mongkut''s Institute of Technology Ladkrabang Bangkok Thailand Department of Computer Science Faculty of Informatics Mahasarakham University Mahasarakham Thailand

A combination of closed sequential pattern mining and closed itemset pattern mining was proposed to mine closed multidimensional sequential patterns. There are two ways for this combination; (1) mining closed itemset patterns from multidimensional information followed by mining closed sequential patterns from sequences associated with closed itemset patterns, and (2) mining closed sequential patterns from sequences followed by mining closed itemset patterns from multidimensional information associated with closed sequential patterns. In the first way the major cost is mining all sequences associated with closed itemset patterns. A similar problem occurs with the second way, the major cost is mining all multidimensional information associated with closed sequential patterns. Therefore, this paper proposes two new combinations that don't need to mine all sequences in the first combination, and all multidimensional information in the second combination. Both combinations can be effected by exploiting two concepts. In the first combination, any closed sequential patterns associated with a closed itemset patten I can be found from a set of closed sequential patterns associated with a closed itemset pattern I' if I sup I'. In the second combination, any closed itemset patterns associated with a closed sequential pattern s can be found from a set of closed sequential patterns associated with a closed itemset pattern s' if s sup s'.

关键词： Multidimensional systems Data mining Itemsets Costs computer science software algorithms software systems Systems engineering and theory Laboratories Mathematics

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B-spline Surfaces of Clustered Point Sets with Normal Maps

B-spline Surfaces of Clustered Point Sets with Normal Maps

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10th IEEE International Conference on computer Aided Design and computer Graphics(第十届CAO/Graphics国际会议)

作者： Yanci Zhang Hanqiu Sun Enhua Wu State Key Lab.of Computer Science Institute of SoftwareChinese Academy of Sciences Department of Computer Science and EngineeringThe Chinese University of Hong Kong Faculty of Science and TechnologyUniversity of Macau

In this paper,we propose a novel method that represents the highly-complex point sets by clustering the points to normal-mapped B-spline surfaces (NBSs). The main idea is to construct elaborate normal maps on simple surfaces for the realistic rendering of complex point-set models. Based on this observation,we developed the coarse,normal-mapped B-spline surfaces to approximate the original point datasets with fine surface details. In our algorithm,a genetic clustering algorithm is proposed to automatically segment the point samples into several clusters according to their statistical properties,and a network of B-spline patches with normal maps are constructed according to the clustering results. Our experimental results show that this representation facilitates the modeling and rendering of complex point sets without losing the visual qualities.

关键词： Spline Surface reconstruction Signal processing algorithms Surface fitting Clustering algorithms computer science Sampling methods Frequency Sun Genetics

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An agent-based decentralised process management framework for web service composition 2

An agent-based decentralised process management framework fo...

引用

2nd International Conference on Scalable Information Systems, InfoScale 2007

作者： Yan, Jun Pidgeon, Phillip Krishna, Aneesh Yong, Jianming School of Information Systems and Technology University of Wollongong WollongongNSW61 2 4221 5411 Australia School of Computer Science and Software Engineering University of Wollongong WollongongNSW61 2 4221 4043 Australia Department of Information Systems Faculty of Business University of Southern Queensland ToowoombaQLD61 7 46312448 Australia

ISBN: (纸本)9781595937575

Web service composition provision which requires efficient coordination of the execution of component services is a critical issue in service-oriented computing. Nowadays, BPEL4WS, the de facto industry standard for service compositions, is predominantly deployed in a way in which all interactions and intermediate data must go through one server. This centralised management results in problems such as poor performance, impaired reliability, limited scalability, and restricted flexibility. To address these problems, this research proposes an agent-based decentralised process management framework for Web service composition. This framework allows distributed BPEL engines, each of which is represented by a software agent, to manage the execution of relevant sub-processes, and to interact with one another directly to coordinate the execution of the whole process. Such a framework naturally reflects the distributed and dynamic features of the Web services environment and subsequently offers improved coordination support for service composition provision.

关键词： software agents

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Evaluation of Medical Image Watermarking with Tamper Detection and Recovery (AW-TDR)

Evaluation of Medical Image Watermarking with Tamper Detecti...

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29th Annual International Conference of the IEEE engineering in Medicine and Biology Society (EMBS 2007), vol.14

作者： Jasni M. Zain Abdul R. M. Fauzi Faculty of Computer Systems and Software Engineering Universiti Malaysia Pahang Kuantan Pahang Malaysia Department of Internal Medicine International Islamic University Malaysia Kuantan Pahang Malaysia

This paper will study and evaluate watermarking technique by Zain and Fauzi [1]. Recommendations will then be made to enhance the technique especially in the aspect of recovery or reconstruction rate for medical images. A proposal will also be made for a better distribution of watermark to minimize the distortion of the Region of Interest (ROI). The final proposal will enhance AW-TDR in three aspects;firstly the image quality in the ROI will be improved as the maximum change is only 2 bits in every 4 pixels, or embedding rate of 0.5bits/pixel. Secondly the recovery rate will also be better since the recovery bits are located outside the region of interest. The disadvantage in this is that, only manipulation done in the ROI will be detected. Thirdly the quality of the reconstructed image will be enhanced since the average of 2×2 pixels would be used to reconstruct the tampered image.

关键词： Biomedical imaging Watermarking Image reconstruction Authentication Parity check codes Proposals Pixel Image quality Error correction codes Degradation

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Partial Verification of software Components: Heuristics for Environment Construction

Partial Verification of Software Components: Heuristics for ...

引用

Euromicro Conference on software engineering and Advanced Applications (SEAA)

作者： Pavel Parizek Frantisek Plasil Faculty of Mathematics and Physics Department of Software Engineering Charles University Prague Czech Republic Institute of Computer Science Academy of Sciences슠of the슠Czech Republic Czech Republic

Code model checking of software components suffers from the well-known problem of state explosion when applied to highly parallel components, despite the fact that a single component typically comprises a smaller state space than the whole system. We present a technique that mitigates the problem of state explosion in code checking of primitive components with the Java PathFinder in case the checked property is absence of concurrency errors. The key idea is to reduce parallelism in the calling protocol on the basis of the information provided by static analysis searching for concurrency-related patterns in the component code; by a heuristic, some of the pattern instances are denoted as "suspicious". Then, the environment (needed to be available since Java PathFinder checks only complete programs) is generated from a reduced calling protocol so that it exercises in parallel only those parts of the component's code that likely contain concurrency errors.

关键词： Protocols Object oriented modeling Java Explosions State-space methods Concurrent computing software engineering Parallel processing Mathematics Physics

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Data caching in data integration systems based on AXML technology

Data caching in data integration systems based on AXML techn...

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International Workshop on Database and Expert Systems Applications

作者： Marcin Marczewski Tadeusz Pankowski IBM Software Laboratory Cracow Poland Faculty of Mathematics and Computer Science Adam슠Mickiewicz University Poznan Poland Institute of Control and Information Engineering Poznań University of Technology Poland

AXML (active XML) is a framework for peer-to-peer data integration from XML sources. In AXML documents data can be presented extensionally or intentionally by including calls to local or remote Web services. In complex AXML-based systems data retrieval can be inefficient. In the paper we propose a caching mechanism for systems based on active XML. We show how it can influence network communication and data integration processes.

关键词： Web services XML Peer to peer computing Simple object access protocol Information retrieval Database languages Expert systems Application software Control systems Data engineering

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Adding an Emotions Filter to Malay Text-to-Speech System

Adding an Emotions Filter to Malay Text-to-Speech System

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IEEE International Conference on Signal Processing and Communications, ICSPC

作者： Mumtaz Begum Raja N. Ainon Zuraidah M. Don Gerry Knowles Department of Software Engineering Faculty of Computer Science and Information Technology University of Malaya Kuala Lumpur Malaysia Faculty of Language & Linguistics University of Malaya Kuala Lumpur Malaysia Artificial Intelligence Division MIMOS Berhad Kuala Lumpur Malaysia

In this paper we present the findings of our research which aims to develop an emotions filter that can be added to an existing Malay text-to-speech system to produce an output expressing happiness, anger, sadness and fear. The end goal is to produce an output that is as natural as possible, thus contributing towards the enhancement of the existing system. The emotions filter was developed by manipulating pitch and duration of the output using a rule-based approach. The data was made up of emotional sentences produced by a female native speaker of Malay. The information extracted from the analysis was used to develop the filter. The emotional speech output underwent several acceptance tests. The results showed that the emotions filter developed was compatible with FASIH and other TTS systems using the rule-based approach of prosodic manipulation. However, further work need to be done to enhance the naturalness of the output.

关键词： Speech synthesis Humans Information filtering Information filters Signal processing software engineering computer science Information technology MIMO Data mining

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