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ICA-based automatic classification of PET images from ADNI database

ICA-based automatic classification of PET images from ADNI d...

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18th International conference on Neural Information Processing, ICONIP 2011

作者： Wenlu, Yang Fangyu, He Xinyun, Chen Xudong, Huang College of Information Engineering Shanghai Maritime University Shanghai 200135 China Department of Radiology Brigham and Women's Hospital Harvard Medical School Boston MA United States

ISBN: (纸本)9783642249549

Due to the unknown pathogenesis and pathologies of Alzhei-mer's Disease(AD) that it brings about the serious of social problems, it is urgent to find appropriate technology for early detection of the Alzheimer's Disease. As a kind of function imaging, FDG-PET images can display lesions distribution of AD through the glucose metabolism in brain, directly reflect lesions of specific areas and the metabolic features, to diagnose and identify AD. In the paper, we propose a novel method combining Independent Component Analysis(ICA) and voxel of interest in PET images for automatic classification of AD vs healthy controls(HC) in ADNI database. The method includes four steps: preprocessing, feature extraction using ICA, selection of voxel of interest, and classification of AD vs healthy controls using Support Vector Machine(SVM). The experimental results show that the proposed method based on ICA is able to obtain the averaged accuracy of 86.78%. In addition, we selected different number of independent component for classification, achieving the average accuracy of classification results with the biggest difference only 1.47%. According to the experimental results, we can see that this method can successfully distinguish AD from healthy controls, so it is suitable for automatic classification of PET images. © 2011 Springer-Verlag.

关键词： Support vector machines

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Stimulus Factors on Innovativeness in Traditional Micro and Small Enterprises: An Exploratory Study on Peruvian Furniture Firms

Stimulus Factors on Innovativeness in Traditional Micro and ...

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2011 IEEE International Summer conference of asia pacific Business Innovation and Technology Management(APBITM 2011)

作者： José Isaac Yrigoyen Department of Engineering Pontifical Catholic University of Peru Lima Peru

This paper presents an exploratory study aimed at conceptualizing and testing a model to predict the influence of organizational and managerial factors on innovativeness in traditional micro and small enterprises (MSEs). Data was collected through in-depth interviews based on a structured survey with the owner/manager of 37 Peruvian MSEs in the furniture industry. The Partial Least Square (PLS) path analysis reveals that the organizational structure, the degree of a formal approach in the innovation processes, as well as the use of external linkages to acquire knowledge and ideas from other organizations, have a significant positive effect on firm innovativeness. By contrast, organizational culture, innovation strategy and customer involvement did not prove to be meaningful stimuli. This research contributes to increase the body of knowledge in the field of innovativeness in traditional low-tech MSEs, a topic that has been little explored in least developed countries like Peru, where this kind of firms are commonly the most important employment providers.

关键词： innovation innovation determinants small enterprises innovativeness

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Application of OPC Technology in Supervisory System of Marine Electrical Propulsion

Application of OPC Technology in Supervisory System of Marin...

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pacific-asia conference on Circuits, Communications and Systems, PACCS

作者： Jin Zhu Xiumei Zhang Wei Kang Key Laboratory of Marine Technology & Control Engineering Ministry of Communications Shanghai Maritime University Shanghai China

In this paper, an intensive research was made into the OPC technology and the OPC Data access specification, then the application of OPC communications in the supervisory system of marine electrical propulsion was proposed to achieve data exchange between the field control station and operator station. The OPC Server was used to collect the state and key parameters of the control system, and the OPC client communication program was realized in the Delphi7.0 IDE, thus completing the supervisory and management of entire marine electrical propulsion system. Experimental results showed that the client has improved considerably in timeliness and satisfied the requirements of ship electric propulsion supervisory system which was more flexible and extensible.

关键词： Servers Propulsion Monitoring software Marine vehicles Computers Control systems

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Comparison between empirical lognormal and gamma rain drop-size distribution models for Indian region

Comparison between empirical lognormal and gamma rain drop-s...

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asia-pacific conference on Microwave

作者： Anurag Vidyarthi B.S. Jassal R. Gowri A. K. Shukla Department of Electronics and Communication Engineering Graphic Era University Dehradun India Space Application Center Ahmedabad India

The disdrometer data on rain drop sizes, collected at Ahmedabad (India), has been analyzed to develop empirical model on drop-size distribution (DSD). Analyses has been carried out to find suitability of lognormal or gamma distribution. The lognormal distribution has been found to give better correlation. The data has been analysed on annual and monthly basis to find out seasonal variability. Statistical analysis on rate of rain fall was carried out on monthly and annual basis to derive rain rate exceedance characteristic. August appears to be worst month from the attenuation point of view.

关键词： Rain Data models Attenuation Correlation Mathematical model Shape software

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The Research of PC based Embedded software Teaching in Electrical engineering

The Research of PC based Embedded Software Teaching in Elect...

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2011 Third pacific-asia conference on Circuits, Communications and System

作者： ZHANG Yi-hui LIU Shi-ming Electrical Engineering Institute of Electrical and Information Engineering Chongqing University Science and Technology University Town of Chongqing School of Electrical Engineering of Shandong University Shandong University

To build a smart grid, a growing number of intelligent electrical devices are applied to the power system, causing the urgent use of embedded systems for electrical engineering education. In this paper, the authors combined the characteristics of electrical engineering courses with their teaching practice, aiming to explore a teaching program with the introduction of embedded software. By using PC as the hardware platform, the course involved the embedded operating system as an open-source software platform, and took the examples of the common functions of smart electrical equipment to explain the embedded operating system and programming concepts regarding its methods, bringing convenience for students in practice. Based on the curriculum, the program was able to synchronize with the embedded hardware instruction, and this facilitated the arrangement in the curriculum of electrical engineering.

关键词： embedded software,teaching and research,electrical engineering,PC

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Personal intelligence in collective goals: A bottom-up approach from PKM to OKM

Personal intelligence in collective goals: A bottom-up appro...

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International conference on Information Technology in asia (CITA)

作者： Shahrinaz Ismail Mohd Sharifuddin Ahmad Faculty of Management and Information Technology UCSI University Kuala Lumpur Kuala Lumpur Malaysia Faculty of Management and Information Technology UCSI University Kuala Lumpur Malaysia

This paper investigates the PKM processes of knowledge workers in order to develop an agent-mediated PKM framework and how this mediation could collectively manifest an OKM framework from the bottom-up approach in PKM. We propose a conceptual model for agent-mediated PKM to show the emergence of a collective personal intelligence towards achieving the organisational goal.

关键词： software agents Humans knowledge management knowledge engineering asia Peer to peer computing Collaboration

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Function Design of Intelligent Generating Papers System Based on J2EE

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The 2011 International conference on Computer, Communication, Control and Automation (3CA 2011)

作者： Tian Jun Tian Wenhui Department of Information Engineering Hubei Normal University

ISBN: (纸本)9783642255373

For the existing problems in which the link of traditional manual generating paper in the education system, based on J2 EE technology, an open, multi-level intelligent automatic generating papers function was designed and implemented, by improving the algorithms of commonly used automatic generating paper. A breakthrough in the aspect of the design structure' randomness of computer generating papers was produced, and the problem of lacking the intelligent generating paper in the traditional manual generating paper methods was solved. This not only providing a great convenience for teachers, but also achieving information management between item pool and papers and the sharing of teaching resources. As a part and parcel of the process of the education informatization, it accelerated the pace marching towards information education.

关键词： J2EE,Intelligent Generating Paper,Algorithm of Automatic Generating Paper

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Battery-aware task scheduling in distributed mobile systems with lifetime constraint 11

Battery-aware task scheduling in distributed mobile systems ...

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asia and South pacific Design Automation conference

作者： Jiayin Li Meikang Qiu Jian-Wei Niu Tianzhou Chen Department of Electrical and Computer Engineering University of Kentucky Lexington KY USA State Key Laboratory of Software Development Environment Beihang University Beijing China College of Computer Science University of Zhejiang Hangzhou China

ISBN: (纸本)9781424475162

A distributed mobile system consists of a group of heterogeneous mobile devices connected by wireless network. Due to the fact that most of the mobile devices are battery based, the lifetime of a mobile system depends on both the battery behavior and the energy consumption characteristics of tasks. In this paper, we present a set of models for task scheduling in mobile systems equipped with Dynamic Voltage Scaling (DVS) processors. We propose battery-aware algorithms to obtain task schedules satisfying the battery lifetime constraints. The simulations with randomly generated Directed Acyclic Graphs (DAG) show that our proposed algorithms generate better schedules that can satisfy the battery lifetime constraints.

关键词： Batteries Schedules Voltage control Mobile communication Energy consumption Biological system modeling Program processors

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Global-Time-Offsets Based Checkpoint Selection for Dynamic Verification of Fixed-Time Constraints in Grid Workflows

Global-Time-Offsets Based Checkpoint Selection for Dynamic V...

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IEEE asia-pacific conference on Services Computing (APSCC)

作者： Hongda Wang Wei Song Jianchun Xing Qiliang Yang Engineering Institute of Engineering Corps People's Liberation Army University of Science and Technology Nanjing China Institute of Computer Science Nanjing University of Science and Technology of PLA Nanjing China State Key Laboratory of Novel Software Technology Nanjing University Nanjing China

In a grid workflows, fixed-time constraints are often set at some activities to guarantee that the corresponding activities and finally the overall workflow can be timely completed. At the run-time stage, activity completion durations can vary which may lead to the violations of some fixed-time constraints. Therefore, the workflow needs to be monitored at the run-time so that some temporal violations can be identified timely and consequently some exception handling actions can be taken in time. However, existing temporal verification strategies conduct some unnecessary computations and comparisons which impact the efficiency of overall temporal verification. To address this problem, we present a global-time-offsets based temporal verification approach. With our approach, the time cost for dynamic verification of the fixed-time constraints will be reduced. The experimental result further demonstrates that our approach is more efficient than others.

关键词： Optical wavelength conversion Redundancy Silicon Arrays Time factors Meteorology Complexity theory

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knowledge-based System for Rehabilitation using Multi-Agent and Ontology

Knowledge-based System for Rehabilitation using Multi-Agent ...

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The Twelfth asia pacific Industrial engineering ＆ Management Systems conference(APIEMS 2011)

作者： Chuan-Jun Su~1 and Chun-Wei Peng~2 Department of Industrial engineering & Management,Yuan Ze University 135,Far-East Rd.,Chung-Li Jing-Yen Huang Department of Industrial engineering & Management,Yuan Ze University 135,Far-East Rd.,Chung-Li

Information technologies of wide range of applications have become indispensable in the *** dominating role of information technology has made biomedical knowledge and data more accessible for human comprehension,comparison,analysis and *** this context,ontology has been recognized in the bioinformatics literature as a suitable technique for advancing knowledge and data representations in *** the enhancement of automated reasoning and graphical visualization,ontology-technology is capable of providing support for human comprehensibility as well as in dealing with the complexity inherent to this *** medicine has played key roles of integration and cross each medicine-field,which shows the importance in the 21st century *** this article,we describe our development of ontology-based application, ReK,for providing the rehabilitation information service, and use Agent technology to search exist ontologies on the internet and combine with the foundation ontology on the ReK which enhance ReK makes it provide more information related to *** can acquire comprehensive information about his/her prescribed rehabilitation with evidence-based medicine supported tips to expedite recovery from ***,ReK can also provide the tutorial of rehabilitative action,check rehabilitative action correctly and serve as an interactive learning platform for people who are interested in rehabilitation medicine.

关键词： Rehabilitation medicine Ontology Evidence-based medicine knowledge-based system Agent technology

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