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Estimation of Software Reliability with Immune Algorithm and Support Vector Regression (면역 알고리즘 기반의 서포트 벡터 회귀를 이용한 소프트웨어 신뢰도 추정)

  • Kwon, Ki-Tae;Lee, Joon-Kil
    • Journal of Information Technology Services
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    • v.8 no.4
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    • pp.129-140
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    • 2009
  • The accurate estimation of software reliability is important to a successful development in software engineering. Until recent days, the models using regression analysis based on statistical algorithm and machine learning method have been used. However, this paper estimates the software reliability using support vector regression, a sort of machine learning technique. Also, it finds the best set of optimized parameters applying immune algorithm, changing the number of generations, memory cells, and allele. The proposed IA-SVR model outperforms some recent results reported in the literature.

Embedded 3D-Sensing Devices with Real-Time Depth-Imaging Technologies

  • Bhowmik, Achintya K.
    • Information Display
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    • v.18 no.3
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    • pp.3-12
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    • 2017
  • In the recent years, significant advances have been made in the development of small form-factor, low power, and low cost 3D-sensing devices based on depth-imaging technologies with real-time performance. This has led to the advent of devices and machines that are able to sense and understand the world, navigate in the environment, and interact naturally with their human users. Human-computer interactions based on touch sensing and speech recognition have already become mainstream, and the rapid developments in 3D sensing is paving the path towards the next level of machine intelligence and interactions. This paper discusses the recent developments in real-time 3D sensing technologies and their emerging system application.

Recent Advances In Burn-in

  • Na Myung Hwan;Son Young Sook;Cha Ji Hwan
    • Communications for Statistical Applications and Methods
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    • v.12 no.1
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    • pp.1-9
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    • 2005
  • Burn-in is an engineering method which is used to eliminate early failures of products or systems after they have been produced. Recently, various models for determining optimal burn-in times have been developed, where some preventive maintenance policies were considered together with burn-in problem. In this paper, a survey of recent research in burn-in is undertaken.

Recent Trends in High-Speed and Virtualized Optical Access Technologies (광액세스 고속화 및 가상화 기술 동향)

  • Chung, HwanSeok;Ra, YongWook;Park, Chansung;Lee, Joon Ki
    • Electronics and Telecommunications Trends
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    • v.35 no.5
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    • pp.57-68
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    • 2020
  • This paper reviews the recent trends in optical access technologies and their future directions. As the number of hyper-connected, ultra-low-latency, and hyper-realistic services increases, the wireless path has become shorter and the optical access network has become deeply penetrated into the end user. The optical access network continues to evolve through endless innovation via high-speed, ultra-low-latency, and abstraction/virtualization technologies.

RECENT RESULTS AND CONJECTURES IN ANALYTICAL FIXED POINT THEORY

  • Park, Se-Hie
    • East Asian mathematical journal
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    • v.24 no.1
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    • pp.11-20
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    • 2008
  • We survey recent results and some conjectures in analytical fixed point theory. We list the known fixed point theorems for Kakutani maps, Fan-Browder maps, locally selectionable maps, approximable maps, admissible maps, and the better admissible class $\cal{B}$ of maps. We also give 16 conjectures related to that theory.

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Recent Development of Reliability Engineering and Research Trend Analysis in Korea (최근 국내 신뢰성 공학의 발전과 연구 동향 및 분석)

  • Lim, Ik Sung
    • Journal of Applied Reliability
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    • v.13 no.4
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    • pp.253-271
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    • 2013
  • Since The Korean Reliability Society had been founded in 1999, development history of reliability engineering in Korea is reviewed and research outputs and papers from 2008 to current are analyzed in terms of types of industry, product life cycle, hardware vs software, and theory vs application. The purpose of this research is to review the recent reliability engineering research conducted in Korea including development history as well as published papers to identify the weakness and/or deficiencies in order to suggest the future research directions, which would contribute the development of industries in Korea.

Recent Trends in Numerical Simulation of Liquid Sprays (분무 해석 시뮬레이션 기술의 최근 동향)

  • Huh, K.Y.
    • Journal of ILASS-Korea
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    • v.5 no.4
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    • pp.12-32
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    • 2000
  • The recent trends in numerical simulation of various spray phenomena are reviewed in this article. Major subtopics are atomization/breakup, collision/coalescence, wall collision, interfacial transfer, droplet dispersion, two-phase injection and spray combustion. Each submodel has been under continuous refinement and validation against more extensive data base by advanced laser diagnostic techniques. Most uncertainty in current spray simulations come from these physical submodels, not from excessive computational constraints.

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Recent Status of Cancer Treatment Using High Energy Radiotherapy Machine (가속기(加速器)를 이용(利用)한 암치료기술(癌治療技術) 현황(現況))

  • Yoo, Seong-Yul
    • Journal of Radiation Protection and Research
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    • v.11 no.1
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    • pp.83-89
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    • 1986
  • High energy radiation therapy using accelerator or radioioisotope teletherapy unit is now one of the most important modality in the field dealing with human malignant tumor. It's successful technology overcomes incurable disease to change into curable disease not only by the improvement of clinical technique but also by the development of radiation physics and biology. The author presented the principles of radiation therapy by means of basic knowledge of medicine. physics and biology, described the various ways to improve the result of radiation therapy, and reviewed recent status of radiotherapy field in Korea.

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Printed organic transistors for large-area electronics

  • Someya, Takao;Sakurai, Takayasu;Sekitani, Tsuyoshi
    • 한국정보디스플레이학회:학술대회논문집
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    • 2006.08a
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    • pp.205-208
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    • 2006
  • We report the recent progress and future prospects of flexible, large-area sensors and actuator using organic thin-film transistors (TFTs). In particular, we describe printing technologies to manufacture electronic artificial skins (e-skins) for robots, sheet image scanners suitable for mobile applications, and Braille sheet display with plastic actuator arrays. We also present recent progress of reliability and stability issues.

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Recent Progress in WV Films - OCB-WV -

  • Mori, Hiroyuki
    • 한국정보디스플레이학회:학술대회논문집
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    • 2006.08a
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    • pp.1501-1504
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    • 2006
  • The WV film successfully enlarged the field of view of the TN mode and made TN popular for larger size applications such as PC monitors. The hybrid alignment of the PDM (polymerized discotic material) layer is also suited for the OCB mode, which is promising as a nextgeneration LCD-TV because of fast panel response and a wide viewing angle. This paper describes recent technological progress in WV films, especially for OCB.

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