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application and design of the spectral identification system based on neural network and fuzzy control

Application and design of the spectral identification system...

引用

4th international conference on Computational and Information Sciences, ICCIS 2012

作者： Chen, Min Liu, Hui Department of Computer Science and Technology Hunan Institute of Technology Hengyang China

ISBN: (纸本)9780769547893

the spectral identification technology is a spectral basis of qualitative analysis. With the development of pattern recognition, spectral identification technology has become an important tool for rapid detection of medicine, environmental protection, petrochemical and other industries. the neural network nonlinear mapping, adaptive learning, robustness and fault tolerance features, has a wide range of applications in signal processing, knowledge engineering, pattern recognition and other fields. this paper meets the Lambert Beer law of spectral signals for the study, outlines the basic principles of neural networks for pattern recognition, and then according to the specific requirements of the spectrum recognition, multi-feature-based and neural network spectral identification programs, and conducts system design, the establishment of the basic model framework. Finally, an instance of the method is described. © 2012 IEEE.

关键词： Fault tolerance

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TVT: A software verification package for the interactive learning of formal programming techniques: An educational experience

TVT: A software verification package for the interactive lea...

引用

4th international conference on computer Supported Education, CSEDU 2012

作者： Del Vado Vírseda, Rafael Morente, Fernando Pérez González, Eduardo Berbis Departamento de Sistemas Informáticos y Programación Universidad Complutense de Madrid Madrid Spain

ISBN: (纸本)9789898565068

While Computational Logic plays an important role in several areas of computer Science (CS), most educational software developed for teaching logic is not suitable to be used directly in other portions of the CS education domain where the application of logical notions is usually required. In this paper we describe the logic teaching tool TVT based on semantic tableaux that has been developed to help the students to use logic as a formal proof technique in other advanced topics of CS, such as the verification of algorithms, the algorithmic debugging of imperative programs, the formal design of invariants, and the design and derivation of algorithms from logical specifications, which are at the basis of the formal learning of programming techniques and good development of software. We present the design, implementation, and results of the evaluation of this tool by means of several educational experiences during the academic courses 2009/2010 and 2010/2011. From the results of these experiences we conclude that the use of the TVT tool in the current CS teaching can help our students to understand more advanced CS concepts and to clarify the formal process involved in the design and analysis of correct and efficient imperative programs.

关键词： Students

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Indistinct segmentation of scene in video using instance learning

Indistinct segmentation of scene in video using instance lea...

引用

4th international conference on Digital Home, ICDH 2012

作者： Bai, Tian Tan, Jieqing Hefei University of Technology School of Computer and Information Hefei China

In this paper, we indicate that scene boundaries sometimes are indistinct so that computer cannot output explicit results. To solve such problem, we propose that video scenes should be divided into two kinds: cut segmentation and indistinct segmentation and a tolerable value should be given before comparing performance of different algorithms according to different applications. In order to divide two kinds of scenes, we introduce a Fuz function to assess ambiguous degree of scene boundary. this paper also present a novel two-pass approach of scene segmentation which is based on constructing temporal graph and Instance learning algorithm. In pass-one, the method first constructs shot temporal directed graph and splits graph into sub-graphs, some sub-graphs are identified as training examples (TEs) by analyzing their density and the nearest neighbor classifier is generated to label shot as-1, 0 or 1. In pass-two, a sequence segmentation algorithm is applied to detect scene boundaries on label sequence. Experiments are presented with promising results on several movies and TV plays. © 2012 IEEE.

关键词： Directed graphs

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Electronic Healthcare - 4th international conference, eHealth 2011, Revised Selected Papers

Electronic Healthcare - 4th International Conference, eHealt...

引用

4th ICST international conference on eHealth, eHealth 2011

ISBN: (纸本)9783642292613

the proceedings contain 28 papers. the topics discussed include: social media: a systematic review to understand the evidence and application in infodemiology;an examination of the behavior of young and older users of Facebook;an agile methodology for IHE-enabled deployments;obstetric medical record processing and information retrieval;a model for a motivational system grounded on value based abstract argumentation frameworks;an assessment of the potential for personalization in patient decision aids;web-based stress management system goes mobile: considerations of the design of a mobile phone app;use of SMS for tsunami early warnings at a table top exercise;patient-centered care as a learning process;wireless computer games and applications in the medical education curriculum: adventures in pedagogy;and modeling a user authorization and data access framework for multi-specialty research systems in secondary health care.

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Case study: Ontology for metadata in e-learning

Case study: Ontology for metadata in e-learning

引用

4th international conference on Knowledge Engineering and Ontology Development, KEOD 2012

作者： García, Ana María Fermoso Alonso, Salvador Sánchez Gutierrez, Encarnación Beato Gallinas, Roberto Berjón Computer Sciences Faculty Pontifical University of Salamanca Compañía 5 Salamanca Spain Information Engineering Research Unit University of Alcala Alcalá de Henares Spain

ISBN: (纸本)9789898565303

learning objects are a fundamental concept in new educational paradigms based on e-learning. these resources are not only content but also include metadata descriptions organized into categories, often in the form of an application profile of the IEEE LOM standard. these metadata descriptions facilitate the design, search, exchange and reuse of educational contents reachable through learning object repositories. the aim of this paper is to present the case of the *** portal, where the semantic search capabilities implemented made necessary to design an OWL mapping for the IEEE LOM standard. We called this effort LOM2OWL. LOM2OWL is in fact an ontology aimed at improving the search, reuse and use of learning objects stored in the *** Web portal and repository.

关键词： Metadata

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Construction and application of incorporating imagination cooperative learning with team game tournament

Construction and application of incorporating imagination co...

引用

2012 4th IEEE international conference on Digital Game and Intelligent Toy Enhanced learning, DIGITEL 2012

作者： Dzan, Wei-Yuan Shih, Ru-Chu Lou, Shi-Jer National Kaohsiung Marine University Kaohsiung Taiwan National Pingtung University of Science and Technology Pingtung Taiwan

ISBN: (纸本)9780769546636

With the rapid advancement of information technology and the Internet, along with the saturation, development, and transcendence of time and space of information technology, the unavoidable trend of educational reform needs to consider how to adequately engage in instructional design, reconstruction of traditional instruction and internet education, develop new learning forms and models, develop new curricular content, and create new instructional methods in order to create new forms of education. the purpose of school education bears the burden of cultivating various engineering and technical personnel, and this is a key factor for overall national construction and development. thus, if students can enhance imagination instruction, and engage in technological practice involving their imagination, plan the optimal imagination cooperative instructional model to effectively elevate student imagination innovative and research and development ability, this would not only promote the development and advancement of technological courses, but can serve as a model and exemplar for other subjects. this would result in the overall elevation of national education. © 2012 IEEE.

关键词： Students

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Using ontologies to design competency-based e-learning applications

Using ontologies to design competency-based e-learning appli...

引用

4th international conference on computer Supported Education, CSEDU 2012

作者： Bagiampou, Maria Kameas, Achilles Faculty of Mathematics University of Patras Patras Greece Educational Content Methodology and Technology Laboratory Hellenic Open University Patras Greece

ISBN: (纸本)9789898565068

Lately, the approaches based on the concept of Competency are widely used in the field of Education as well as in the field of Human Resources Development. Competency Modeling is considered to be essential for any kind of Pedagogical Design within the area of e-learning applications, adding to them several new possibilities. One of the most popular representations of competencies and learning goals (which are considered a kind of competency) is that of ontologies. this kind of representation allows processing by machines and their incorporation in e-learning applications. the present paper contains the presentation of an ontology-based model for the description of the learners' competencies, created through the combination and the extension of three existing ones. the ontology that we describe, was created as part of an experimental e-learning application for the description and management of competencies, learning goals and learning material about a specific field of knowledge.

关键词： Ontology

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A joint object tracking framework with incremental and multiple instance learning

A joint object tracking framework with incremental and multi...

引用

4th international conference on Digital Home, ICDH 2012

作者： Xie, Chengjun Tan, Jieqing Zhou, Linli He, Lei Zhang, Jie Bu, Yingqiao School of Computer and Information Hefei University of Technology Hefei China Institute of Intelligent Machines Chinese Academy of Sciences Hefei China Electronic Engineering Institute of PLA Hefei China

ISBN: (纸本)9781467313483

When objects undergo large pose change, illumination variation or partial occlusion, most existed visual tracking algorithms tend to drift away from targets and even fail in tracking them. To address this issue, in this paper we propose an online algorithm by combining Incremental learning (IL) and Multiple Instance learning (MIL) based on local sparse representation for tracking an object in a video system. First, the target location is estimated using the online updated IL. then, to decrease the visual drift due to the accumulation of errors while updating IL subspace with the first step results, a two-step object tracking method combining a static IL model with a dynamical MIL model is proposed. We utilize information of the static IL model involving the singular values, the Eigen template to avoid visual drift if there is no significant appearance change in the tracked objects. Otherwise, we use the dynamical MIL model to discriminate the target from the background when there is significant appearance change in the tracked objects. Experiments on some publicly available benchmarks of video sequences show that our proposed tracker is more robust and effective than others. © 2012 IEEE.

关键词： learning algorithms

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Human-Centered Software Engineering - 4th international conference, HCSE 2012, proceedings

Human-Centered Software Engineering - 4th International Conf...

引用

4th international conference on Human-Centered Software Engineering, HCSE 2012

ISBN: (纸本)9783642343469

the proceedings contain 28 papers. the topics discussed include: a compositional model for gesture definition;a development process for usable large scale interactive critical systems: application to satellite ground segments;agile user experience development in a large software organization: good expertise but limited impact;smartphone applications usability evaluation: a hybrid model and its implementation;methods towards API usability: a structural analysis of usability problem categories;putting dementia into context: a selective literature review of assistive applications for users with dementia and their caregivers;puzzle: a visual-based environment for end user development in touch-based mobile phones;towards conflict management in user interface composition driven by business needs;a model for assessing organizational learning in software development organizations;and a personality based design approach using subgroup discovery.

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the application of machine-learning on lower limb motion analysis in human exoskeleton system

引用

4th international conference on Social Robotics, ICSR 2012

作者： Zhao, Cao-Yuan Zhang, Xiang-Gang Guo, Qing School of Aeronautics and Astronautics University of Electronic Science and Technology of China Chengdu 61731 China

ISBN: (纸本)9783642341021

this article briefly describes the research status of the human exoskeleton system, and gives a summary of the human lower limb gait analysis. On this basis, the machine learning classification algorithms and clustering algorithms are used for offline data mining on a data collection of prototype, in order to establish a classifier for movement prediction and judgment of lower limb. At the same time, the article analyses the procedure of standing from sitting utilizing clustering algorithm for rehabilitation exoskeleton. Experiments mainly refer to the C4.5 decision tree algorithm, Bayesian classification algorithm and clustering algorithm EM. Weka software simulation results show that the lower limb motion can be judged by the classifier making use of gait analysis data accurately, and the lower limb motion for different users at different time and different environments could be clustered by cluster. Effectively using of these results can offer great convenience to the flexibility control for exoskeleton so that exoskeleton system could achieve human-computer coupling. © 2012 Springer-Verlag.

关键词： Clustering algorithms

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