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HuayuNavi: A mobile chinese learning application based on intelligent character recognition

引用

Lecture Notes in computer science

作者： Kuo, Jen-Ho Huang, Cheng-Ming Liao, Wen-Hung Huang, Chun-Chieh Dept. of Computer Science National Chengchi University Taipei Taiwan Master's Program in Digital Contents and Technologies National Chengchi University Taipei Taiwan Funwish Co. Taipei Taiwan

ISBN: (纸本)9783642234552

With the recent rise of China, Chinese is becoming a dominant language in the world. People are pursuing an efficient and effective means to learn the Chinese language. Most of the traditional learning platforms such as textbooks, laptop applications and language learning centers are not portable and interactive simultaneously. In this paper, we attempt to develop a new language-learning platform that not only creates a better user experience but also promotes better efficiency in language training. We present a mobile application named HuayuNavi that integrates a touch-based user interface with intelligent character recognition techniques to achieve real-time image content understanding. Specifically, the feature vector is formed by accumulating localized gradients of different orientations in the image. Recognition is achieved by employing support vector machine (SVM) with probability estimation to obtain candidate characters, which is then refined using domain-specific vocabulary models. The overall operation can be completed in 3 seconds. Initial tests on the specific subject of Taiwanese snacks indicate that the recognition rate can reach 83% using handwritten samples as well as signboards containing characters of diverse fonts. © 2011 Springer-Verlag.

关键词： User interfaces

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Copernicus: A new paradigm for parallel adaptive molecular dynamics

Copernicus: A new paradigm for parallel adaptive molecular d...

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2011 International Conference for High Performance Computing, Networking, Storage and Analysis, SC11

作者： Pronk, Sander Larsson, Per Pouya, Iman Bowman, Gregory R. Haque, Imran S. Beauchamp, Kyle Hess, Berk Pande, Vijay S. Kasson, Peter M. Lindahl, Erik Dept. of Theoretical Physics Royal Institute of Technology Stockholm Sweden Dept. of Molecular Physiology and Biological Physics University of Virginia Charlottesville VA United States Dept. of Chemistry Stanford University Stanford CA United States Dept. of Computer Science Stanford University Stanford CA United States Biophysics Program Stanford University Stanford CA United States Dept. of Theoretical Physics and Swedish E-Science Research Center Royal Institute of Technology Stockholm Sweden

ISBN: (纸本)9781450307710

Biomolecular simulation is a core application on supercomputers, but it is exceptionally difficult to achieve the strong scaling necessary to reach biologically relevant timescales. Here, we present a new paradigm for parallel adaptive molecular dynamics and a publicly available implementation: Copernicus. This framework combines performance-leading molecular dynamics parallelized on three levels (SIMD, threads, and message-passing) with kinetic clustering, statistical model building and real-time result monitoring. Copernicus enables execution as single parallel jobs with automatic resource allocation. Even for a small protein such as villin (9,864 atoms), Copernicus exhibits near-linear strong scaling from 1 to 5,376 AMD cores. Starting from extended chains we observe structures 0.6 Å from the native state within 30h, and achieve sufficient sampling to predict the native state without a priori knowledge after 80-90h. To match Copernicus'efficiency, a classical simulation would have to exceed 50 microseconds per day, currently infeasible even with custom hardware designed for simulations. Copyright 2011 ACM.

关键词： Molecular dynamics

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Motivations for game-playing on mobile devices - Using smartphone as an example

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Lecture Notes in computer science

作者： Lin, Tzu-Min Chen, Sheng-Chih Kuo, Pei-Jeng Master's Program in Digital Contents and Technologies National Chengchi University Taipei Taiwan College of Communication and CCIS National Chengchi University Taipei Taiwan Dept. of Computer Science National Chengchi University Taipei Taiwan

ISBN: (纸本)9783642234552

Motivations for game playing have always been an important topic for research. Through understanding these motivations, game manufacturers develop games based on specific demand. The smartphone combines different technology and sensors which causes the motivation for game playing to become more complicated. The goal of this study is to discover the reason for game playing on smartphones through understanding both the intrinsic and extrinsic motivations of the motivation theories. Furthermore, it hopes to determine which motivation has a deeper impact on players in general. © 2011 Springer-Verlag.

关键词： Motivation

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From market baskets to mole rats: Using data mining techniques to analyze RFID data describing mole rat behavior 11

From market baskets to mole rats: Using data mining techniqu...

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17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2011

作者： McCloskey, Dan P. Kress, Michael E. Imberman, Susan P. Kushnir, Igor Briffa-Mirabella, Susan Dept. Psychology College of Staten Island 2800 Victory Blvd Staten Island NY 10314 United States CSI/IBR Center for Developmental Neuroscience College of Staten Island 2800 Victory Blvd Staten Island NY 10314 United States College of Staten Island Department of Technology Systems 2800 Victory Blvd Staten Island NY 10314 United States College of Staten Island Dept. Computer Science 2800 Victory Blvd Staten Island NY 10314 United States College of Staten Island Masters Program In Neuroscience 2800 Victory Blvd Staten Island NY 10314 United States Program in Neuroscience Department of Biology Graduate Center at CUNY 2800 Victory Blvd Staten Island NY 10314 United States Program Computer Science Graduate Center at CUNY College of Staten Island 2800 Victory Blvd Staten Island NY 10314 United States

ISBN: (纸本)9781450308137

The use of new technologies, such as RFID sensors, provides scientists with novel ways of doing experimental research. As scientists become more technologically savvy and use these techniques, the traditional approaches to data analysis fail given the huge amounts of data produced by these methods. In this paper we describe an experiment in which colonies of naked mole rats were tagged with RFID transponders. RFID sensors were strategically placed in the mole rat caging system. The goal of this experiment was to document and analyze the interactions between animals. The huge amount of data produced by the sensors was not analyzable using the traditional methods employed by behavioral neuroscience researchers. Computational methods used by data miners, such as cluster analysis, association rule mining, and graphical models, were able to scale to the data and produce knowledge and insight that was previously unknown. This paper describes in detail the experimental setup and the computational methods used. Copyright 2011 ACM.

关键词： Cluster analysis

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Network dynamics associated with experience-dependent plasticity in the rat somatosensory cortex

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BMC neuroscience 2011年第1期12卷 1-2页

作者： Seif Eldawlatly Karim Oweiss Electrical and Computer Engineering Dept. Michigan State University East Lansing MI 48824 USA Neuroscience Program Michigan State University East Lansing MI 48824 USA

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Monocular eye position specificity in the oculomotor neural integrator

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BMC neuroscience 2011年第1期12卷 1-2页

作者： Naoki Okamura Yutaka Hirata Robert Baker Dept. Computer Science Chubu University Graduate School of Engineering Kasugai Aichi 487-8501 Japan Dept. Physiology and Neuroscience New York University School of Medicine New York NY 10065 USA

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Local histograms of character n-grams for authorship attribution

Local histograms of character n-grams for authorship attribu...

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49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, ACL-HLT 2011

作者： Escalante, Hugo Jair Solorio, Thamar Montes-Y-Gómez, Manuel Graduate Program in Systems Eng. Universidad Autónoma de Nuevo León San Nicolás de los Garza NL 66450 Mexico Dept. of Computer and Information Sciences University of Alabama at Birmingham Birmingham AL 35294 United States Computer Science Department INAOE Tonantzintla Puebla 72840 Mexico

ISBN: (纸本)9781932432879

This paper proposes the use of local histograms (LH) over character n-grams for authorship attribution (AA). LHs are enriched histogram representations that preserve sequential information in documents;they have been successfully used for text categorization and document visualization using word histograms. In this work we explore the suitability of LHs over n-grams at the character-level for AA. We show that LHs are particularly helpful for AA, because they provide useful information for uncovering, to some extent, the writing style of authors. We report experimental results in AA data sets that confirm that LHs over character n-grams are more helpful for AA than the usual global histograms, yielding results far superior to state of the art approaches. We found that LHs are even more advantageous in challenging conditions, such as having imbalanced and small training sets. Our results motivate further research on the use of LHs for modeling the writing style of authors for related tasks, such as authorship verification and plagiarism detection. © 2011 Association for Computational Linguistics.

关键词： Text processing

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Fault tolerance analysis of heterogeneous wireless sensor network

Fault tolerance analysis of heterogeneous wireless sensor ne...

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Canadian Conference on Electrical and computer Engineering (CCECE)

作者： Raza H. Abedi Nauman Aslam Sayeed Ghani Faculty of Computer Science Institute of Business Administration Karachi Pakistan Dept. of Intemetworking Program Dalhousie University Halifax NS Canada

Fault tolerance is a key element for reliable data delivery in practical applications of wireless sensor networks (WSNs). Sensor node failure can be caused by many reasons including environmental effects, transmission link instability, failure of hardware component and battery drainage. Fault tolerance is of particular interest in multi-tier heterogeneous networks where relay nodes are used to transport the collected data from sensor nodes. In this paper we present a new approach that uses Bayesian Network model to compute the failure probability of relay nodes. Sensor nodes learn about the failure probability of relay nodes through regular updates. Moreover, an algorithm is proposed to find two disjoint paths for each sensor nodes in the network. Simulation results are presented to analyze the fault tolerance in different network configurations.

关键词： Fault tolerance Fault tolerant systems Wireless sensor networks Relays Tin Base stations Probability

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Evaluation of a Closed Loop Inductive Power Transmission System on an Awake Behaving Animal Subject

Evaluation of a Closed Loop Inductive Power Transmission Sys...

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

作者： Mehdi Kiani Ki Yong Kwon Fei Zhang Karim Oweiss Maysam Ghovanloo GT-Bionics Lab School of Electrical and Computer Engineering at Georgia Institute of Technology Neural Systems Engineering Lab ECE Dept. College of Eng. at Michigan State University ECE Dept. and Neuroscience Program at Michigan State University

ISBN: (纸本)9781424441211

This paper presents in vivo experimental results for a closed loop wireless power transmission system to implantable devices on an awake behaving animal subject. In this system, wireless power transmission takes place across an inductive link, controlled by a commercial off-the-shelf (COTS) radio frequency identification (RFID) transceiver (TRF7960) operating at 13.56 MHz. Induced voltage on the implantable secondary coil is rectified, digitized by a 10-bit analog to digital converter, and transmitted back to the primary via back telemetry. Transmitter (Tx) and receiver (Rx) circuitry were mounted on the back of an adult rat with a nominal distance of ～7 mm between their coils. Our experiments showed that the closed loop system was able to maintain the Rx supply voltage at the designated 3.8 V despite changes in the coils' relative distance and alignment due to animal movements. The Tx power consumption changed between 410 ～ 560 mW in order to deliver 27 mW to the receiver. The open loop system, on the other hand, showed undesired changes in the Rx supply voltage while the Tx power consumption was constant at 660 mW.

关键词： Coils Inductive power transmission Closed loop systems awake Induction loop systems analog digital converter supply voltage Power consumption Implants and Prostheses Contraceptive Coil Radio frequency identification Back Open loop systems Digitizers

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Graph-based approach for gene markers and applications in next-generation sequencing data analysis 11

Graph-based approach for gene markers and applications in ne...

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2011 ACM Conference on Bioinformatics, Computational Biology and Biomedicine, ACM-BCB 2011

作者： Johnson, Daniel Wang, Kun Cramer, Carole L. Huang, Xiuzhen Molecular Bioscience PhD Program Arkansas State University Jonesboro AR United States Department of Computer Science Arkansas State University P.O. Box 9 Jonesboro AR United States Arkansas Bioscience Institute Dept. of Biology Arkansas State University Jonesboro AR United States

ISBN: (纸本)9781450307963

With the tremendous large data sets from next-generation sequencing technology, there is the big challenging task of how to transform the large amount of sequencing data to information meaningful for biologists and life scientists. The initial step is to align these data sets to the known reference genomes, which is essential for further data analysis. However next-generation sequencing read alignment is very time consuming. To address this challenge, we developed a general framework to build genome-wide unique gene markers. This framework includes a novel graph theoretical model for extracting robust gene markers and effective methods for evaluating the sets of gene markers. The genome-wide unique gene markers will help accelerating the next-generation sequencing read alignment process. We use the E. Coli genome as a model genome to illustrate our approach and demonstrate its significance in time saving for read alignment. Further testing on using the sets of gene markers for read coverage analysis is being conducted. Copyright © 2011 ACM.

关键词： Genes

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