• Title/Summary/Keyword: end-to-end approach.

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A transcode scheduling technique to reduce early-stage delay time in playing multimedia in mobile terminals (이동 단말기에서 멀티미디어 연출시 최초 재생 지연시간을 줄이기 위한 트랜스코드 스케줄링 기법)

  • Hong, Maria;Yoon, Joon-Sung;Lim, Young-Hwan
    • The KIPS Transactions:PartB
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    • v.10B no.6
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    • pp.695-704
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    • 2003
  • This paper proposes a new scheduling technique to play multimedia data streams in mobile terminals. The paper explores the characteristics of multimedia data streams , firstly. On basis of these characteristics, selection of specific data stream can be possible as well as transcoding protest. Our approach aims at reducing the early-stage delay time more effectively since it makes possible to select and transcodes some specific streams by employing a selection policy rather than transcoding all streams in the playing process Thus, this paper suggests a stream selection policy for the transcoding based on EPOB (End Point of Over Bandwidth). It aims to lower the required bandwidth of multimedia streams than the network bandwidth level and also to minimize early-stage delay time for multimedia streams, which is to be played in mobile terminals.

Zero-anaphora resolution in Korean based on deep language representation model: BERT

  • Kim, Youngtae;Ra, Dongyul;Lim, Soojong
    • ETRI Journal
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    • v.43 no.2
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    • pp.299-312
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    • 2021
  • It is necessary to achieve high performance in the task of zero anaphora resolution (ZAR) for completely understanding the texts in Korean, Japanese, Chinese, and various other languages. Deep-learning-based models are being employed for building ZAR systems, owing to the success of deep learning in the recent years. However, the objective of building a high-quality ZAR system is far from being achieved even using these models. To enhance the current ZAR techniques, we fine-tuned a pretrained bidirectional encoder representations from transformers (BERT). Notably, BERT is a general language representation model that enables systems to utilize deep bidirectional contextual information in a natural language text. It extensively exploits the attention mechanism based upon the sequence-transduction model Transformer. In our model, classification is simultaneously performed for all the words in the input word sequence to decide whether each word can be an antecedent. We seek end-to-end learning by disallowing any use of hand-crafted or dependency-parsing features. Experimental results show that compared with other models, our approach can significantly improve the performance of ZAR.

The Effects of Proprioceptive Neuromuscular Facilitation Applied to the Lifting on the EMG Activation of Contralateral Lower Extremity (고유수용성신경근촉진법의 들어올리기가 반대측 하지의 근활성도에 미치는 영향)

  • Kwak, Seon-Kyu;Ki, Kyong-Il;Kim, Dae-Yeon;Kim, Ki-Yeong;Youn, Hye-Jin
    • PNF and Movement
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    • v.10 no.4
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    • pp.25-31
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    • 2012
  • Purpose : The purpose of present study was to investigate the effects of proprioceptive neuromuscular facilitation (PNF) lifting on contralateral leg muscle activities in a seated position. Methods : Twenty healthy subjects were recruited for this study. Lifting was performed from each of the three position. An surface electromyogram (EMG) was used to record the EMG activities from vastus medialis (VM), biceps femoris (BF), tibialis anterior (TA), and gastrocnemius medialis (GM) in contralateral leg muscle. The data were analyzed using a repeated measures of one-way analysis of variance (ANOVA) with post-hoc Bonferroni's correction to determine the statistical significance. Results : The results of this study were summarized as follows: In comparison to the start position, percentage maximal voluntary isometric contraction (%MVIC) values of the VM, TA and GM demonstrated a significantly higher activities in the end position(p<.05). Conclusion : The result shows that contralateral leg muscles activities significantly more increase in the end position when PNF lifting was applied. Therefore, this study will be used to prove effect of indirect approach for the stability and strengthening in patients with leg impairments.

Disputes Patterns and Resolution Approaches in the Global Trading of Digital Goods (디지털상품의 국제거래 유형과 분쟁 해결방안)

  • Shim, Sang-Ryul;Jeong, Yoon-Say
    • Journal of Arbitration Studies
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    • v.17 no.3
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    • pp.145-167
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    • 2007
  • Digital goods are defined as intangible and non-physical goods, composed of a combination of digital signals, electronically represented as 0 and 1. They are also called as digital products, electronic transmissions, information goods, digital contents, computer information, etc. Digital goods are now traded both domestically and internationally as well as on-line and off-line. Korean government revised the Basic Law on Foreign Trade to include digital goods and services as the scope of foreign trade in 2001. Trade volume of digital goods are increasing in Korea. The supply chains of digital goods from producing the components to selling globally to consumers are different from conventional physical goods. Mostly, digital goods are traded on the license basis rather than ownership contract. End User License Agreements(EULAs), such as shrink-wrap, click- wrap, or browser-wrap licenses are very popular in online transactions. Unlike conventional physical goods. the breach of license contract is closely linked with the infringement of intellectual property rights. Digitalized intellectual property is easy to copy and transmit in the cyber space. In cases of legal disputes from the breach of license contract, commercial arbitration or on-line alternative dispute resolutions(ADRs) are regarded as better approach to solve them rather than court sues. For promoting more secure and reliable international trade of digital goods. arbitration clauses should be included in most of license contracts.

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Development of a Web-based Calculus module using Mathematica (Mathematica를 이용한 웹기반 미적분 모듈의 개발)

  • Jun, Youngcook
    • The Journal of Korean Association of Computer Education
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    • v.4 no.2
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    • pp.105-114
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    • 2001
  • This paper illustrates a calculus module which generates step-by-step solutions using J/Link that connects Java and Mathematica. Such a module provides intermediate and low level students with a practical environment where they can easily follow the solution paths on their own paces. The extra feature of this module depicts graphical images for a given function and its differentiated result to enhance the visual understandings of calculus concepts. Mathematica as a mathematical expert system that provides systematic mathematical knowledge to students with step-by-step solutions will be possibly extended to the tutorial or CMI development. The proposed module is implemented in a Java servlet that links to Mathematica FrontEnd. This approach results in adopting font systems to express two dimensional mathematical expressions in web documents as an alternative typesetting tool.

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Joint Relay-and-Antenna Selection and Power Allocation for AF MIMO Two-way Relay Networks

  • Wang, xiaoxiang;Zhou, Jia;Wang, DongYu
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.10 no.3
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    • pp.1016-1033
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    • 2016
  • In this paper, we present a joint relay-and-antenna selection and power allocation strategy for multiple-input multi-output (MIMO) amplify-and-forward (AF) two-way relay networks (TWRNs). In our approach, we select the best transmit and receive antennas at the two sources, a best relay and a best transmit and receive antenna at the selected relay based on maximizing the minimum of the end-to-end received signal-to-noise-ratios (SNRs) under a total transmit power constraints. We obtained the closed-form solution for the optimal power allocation firstly. Then with the optimal allocation solution we found, we can reduce the joint relay-and-antenna selection to a simpler problem. Besides, the overall outage probability is investigated and a tight closed-form approximation is derived, which provides a method to evaluate the outage performance easily and fast. Simulation results are presented to verify the analysis.

Vibration Control a Flexible Single Link Robot Manipulator Using Neural Networks (신경회로망을 이용한 유연성 단일 링크 로봇 매니퓰레이터의 진동제어)

  • 탁한호;이상배
    • Journal of the Korean Institute of Navigation
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    • v.21 no.3
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    • pp.55-66
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    • 1997
  • In this paper, applications of neural networks to vibration control of flexible single link robot manipulator are ocnsidered. The architecture of neural networks is a hidden layer, which is comprised of self-recurrent one. Tow neural networks are utilized in a control system ; one as an identifier is called neuro identifier and the othe ra s a controller is called neuro controller. The neural networks can be used to approximate any continuous function to any desired degree of accuracy and the weights are updated by dynamic error-backpropagation algorithm(DEA). To guarantee concegence and to get faster learning, an approach that uses adaptive learning rates is developed by introducing a Lyapunov function. When a flexible manipulator is ratated by a motor through the fixed end, transverse vibration may occur. The motor torque should be controlle dinsuch as way, that the motor is rotated by a specified angle. while simulataneously stabilizing vibration of the flexible manipulators so that it is arrested as soon as possible at the end of rotation. Accurate vibration control of lightweight manipulator during the large body motions, as well as the flexural vibrations. Therefore, dynamic models for a flexible single link manipulator is derived, and LQR controller and nerual networks controller are composed. The effectiveness of the proposed nerual networks control system is confirmed by experiments.

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Clinical Study of Neck Base Injury (경저부 혈관손상의 임상적 고찰)

  • 우종수
    • Journal of Chest Surgery
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    • v.11 no.4
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    • pp.378-384
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    • 1978
  • Injuries to the major vessels in the thoracic inlet require early recognition and expedient operative approach. Delayed diagnosis difficulties encountered in the operative exposure of the region are the major factors limiting successful management. This report is a review of 13 patients with vascular injuries to the neck base who were managed at Busan National University Hospital from March 1975 to September 1978 about 3 years and 6 months. The important clinical problems are delineated with emphasis on the technical aspects of operative management. 1] Among 13 cases, 8 cases were male 5 cases were female. 2] Of 28 vascular injuries, subclavian axillary vascular injuries were 22 [78%]. Stab wound was the cause in 70% of these patients. 3] Without extension 7 cases[53.8%] were managed successfully with supraclavicular, and axillary incision. Posterolateral thoracotomy one of extending 4 cases, 2 cases were used right musculoskeletal flap for management of proximal part of the subclavian artery and innominate vessel, 2 cases were used left supraclavicular incision with anterolateral thoracotomy for management of left proximal subclavian artery. One Expired. 4] Repair of vascular injury was accomplished by lateral suture of debridement and end-to end anastomosis in 17[74%]. Autogenous vein was used one for interposition graft. Ligation was required 2 arterial, 6 venous injuries. Of 8 cases which were pulseless preoperatively, 5 cases were able to palpable distal pulse. 5] Post operative complications occurred 50%. Complication of vasular repair was rare. The majority was neurologic deficit (33.3%).

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Effectiveness of Teaching Engineering in English with Specific Purpose (공학교육에 있어 특수목적 영어 교수법의 효과성)

  • Lee, Tai Sik;Leonhard, Bernold;Chang, Byung Chul
    • Journal of Engineering Education Research
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    • v.17 no.3
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    • pp.22-33
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    • 2014
  • This paper presents a comparative study on the effectiveness of teaching an engineering course using English with Specific Purpose(ESP). A study was performed using student groups; one class using ESP, and one class conducted in English with an English text. The course conducted using ESP showed the greatest improvement in English writing and conversation, and the students reported a greatly increased confidence in their ability to function professionally using English. A self-assessment of each student was conducted before and after the courses. Prior to the course less than 10% in each group felt that they are able to: a) understand a textbook, b) write an email, c) generate a project report, or d) follow a lecture given in English. The survey at the end of the course showed that the ESP teaching style resulted in significant improvements in students ability and confidence with writing and speaking in English, whereas reading skills were similar for both groups. This is due to the ESP method, in which students are required to give presentations and keep journals in English. After a brief review of the ESP principles and a discussion of how they were implemented, the background data of the participants(students) are described. Finally, the end-of-semester survey highlights the efficacy of the ESP approach.

Vibration measurement of deformed structure of composite material: Target-free vision-based approach

  • Rana Muhammad Akram Muntazir;Abdur Rauf;Mohamed A. Khadimallah;Ikram Ahmad;Hamdi Ayed;Lubna Rasool;Muzamal Hussain;Abir Mouldi;Bazal Fatima;Sehar Asghar;Essam Mohammed Banoqitah
    • Advances in concrete construction
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    • v.17 no.3
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    • pp.159-165
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    • 2024
  • The interaction of short range zigzag single walled carbon nanotubes CNTs based on modified elasticity model is studied in this paper. The numerical accurate results are presented. Through this model the vibrational frequency of zigzag (5, 0), (12, 0) single-walled CNTs with certain end conditions are estimated. The natural frequencies of single walled carbon nanotubes are obtained by elasticity model. It is considered for various estimation of height-to-diameter ratio of zigzag tube. This simulation is performed to quantify small scale effects. Moreover, the natural frequencies increase by increasing the height-to-diameter ratio. These frequencies are very sensitive with low height-to-diameter ratio. The feasibility and effective use of present model is explained by comparison of outputs of earlier investigations.