• Title/Summary/Keyword: MDL

Search Result 159, Processing Time 0.036 seconds

Refinement of Bayesian Networks Using Minimum Description Length and Evolutionary Algorithm (진화 알고리즘과 MDL을 이용한 베이지안 네트워크 갱신)

  • Kim Kyung-Joong;Cho Sung-Bae
    • Proceedings of the Korean Information Science Society Conference
    • /
    • 2005.07b
    • /
    • pp.628-630
    • /
    • 2005
  • 베이지안 네트워크는 확률이론에 기초해 불확실성이 존재하는 실세계 문제를 해결하는데 많은 기여를 하고 있다. 최근 네트워크 구조를 데이터로부터 자동으로 학습하는 많은 연구가 이루어져 보다 손쉽게 많은 사람들이 사용할 수 있게 되었다. 하지만 한번 학습하여 고정된 네트워크의 구조는 새롭게 수집되는 데이터의 특성을 잘 반영하지 못하는 문제를 지니고 있다. 환경의 변화에 맞게 지속적으로 네트워크 구조를 갱신하기 위한 연구가 진행되고 있으며 본 연구에서는 Lam이 제안한 MDL기반 평가함수를 이용한 진화적 갱신 방법을 제안하여 갱신 성능을 향상시키고자 한다. 벤치마크 네트워크인 ASIA에 대한 실험 결과 제안한 방법이 기존의 지역적 탐색 방법에 비해 향상된 성능을 제공함을 확인하였다.

  • PDF

A Study on the Spatial Range of DMZ (DMZ의 공간적 범위에 관한 연구)

  • Kim, Chang-Hwan
    • Journal of the Korean association of regional geographers
    • /
    • v.13 no.4
    • /
    • pp.454-460
    • /
    • 2007
  • Korean War resulted in the fact that Demilitarized Zone (DMZ) on the neck of Korean peninsular was totally forgotten by people for more than half a century. But recently, as the concern in this DMZ has been rising inside and outside of Korea, the researches on this subject have been gradually quickening. However, the practical studies about spatial extent of DMZ are very feeble. Even the analysis of the previous studies shows that the most of researches had mistakes in the spatial description of MDL and DMZ, neutral territory of Han River estuary, and NLL. In this study the length of MDL, stretching till the estuary of western Lim- Jin River in Myung-Ho Ri of Goseong region on East Coast, was measured to be about Z38km (l48miles); the area of corresponding DMZ was proved to be approximately $903.8km^2$ ($907.3km^2$ in the previous studies). Such results show that it is necessary to decide the terms for calling the space dividing North and South Korea, similarly to "155-mile truce line".

  • PDF

A Review of Macrodystrophia Lipomatosa: Revisitation

  • Prasetyono, Theddeus OH;Hanafi, Enjeline;Astriana, Windi
    • Archives of Plastic Surgery
    • /
    • v.42 no.4
    • /
    • pp.391-406
    • /
    • 2015
  • Macrodystrophia lipomatosa (MDL) is a rare congenital non-hereditary disorder that has significant impact on patient morbidity. This study provides a comprehensive review of the natural history, diagnosis, management, and outcomes of the disorder. A literature search in PubMed was conducted to identify cases of MDL from January 1950 to 14 February 2014. After ruling out articles without information related to the management of the disorder, a summary of 32 studies was performed. An additional three cases from the authors are also presented. Based on 57 journal articles and three additional cases from the authors, around 108 cases of MDL were reviewed. Most patients were males who were admitted to a treatment clinic in the first four years of life. The lower extremities were more frequently affected, with unilateral presentation being most common. They commonly underwent a single-staged surgical procedure with follow-up periods ranging from more than one year up to 21 years. Out of 43 cases that underwent surgical procedures, 13 reported no complications, and there were seven cases of esthetic satisfaction and 15 cases of significant functional improvement. Depending on the severity of a patient's condition, the use of non-invasive diagnostic tools should be carefully considered. Surgery might be a better choice of management than observation, taking into account possible future complications in the absence of surgery and the beneficial outcomes of surgical procedures.

Construction of an Automatic Instruction-Set Extension System for Efficient ASIP Design (효율적인 ASIP 설계를 위한 자동 인스트럭션 확장 시스템 구축)

  • Hwang, Deok-Ho;Hwang, Sun-Young
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.38B no.1
    • /
    • pp.1-9
    • /
    • 2013
  • This thesis proposes an automatic instruction extension system that utilizes retargetable compiler, based on MDL, to design an ASIP optimized for application. The proposed system uses information gathered from the application program to find all possible expandable instruction candidates. Expandable instruction candidates acquire the realization characteristics through hardware library. The system chooses instruction set and optimizes processor structure satisfying constraints on the bases of hardware characteristics and increase in execution speed. To confirm the efficiency of the proposed system, automatic instruction extension system was performed using various benchmark applications. The proposed system acquired optimized instruction set and processor structure, which are expanded from the commercial version of ARM9TDMI. Experimental results show that number of execution cycle has been reduced by 33.5% when compared to conventional version of ARM9TDMI, while area has been slightly increased.

Monitoring and Evaluation of Analytical Methods of Perchlorate with IC and LC/MS (IC와 LC-MS를 이용한 퍼클로레이트 분석 방법 비교 및 모니터링)

  • Kim, Hwa-Bin;Sim, Won-Jin;Kim, Min-Young;Oh, Jeong-Eun
    • Journal of Korean Society of Environmental Engineers
    • /
    • v.30 no.1
    • /
    • pp.37-44
    • /
    • 2008
  • In this study, we tried to establish analysis methods of perchlorate with ion chromatography(IC) and liquid chromatography/mass spectrometry(LC/MS) and monitored perchlorate levels in various kinds of water and soil samples. The obtained method detection limit(MDL) of IC was 1 ppb and that of LC/MS was 0.005 ppb in water sample. We monitored the ground and spring water in Busan and the average perchlorate level in ground water was 0.031 $\pm$ 0.011 ppb and that of spring water was 0.013 $\pm$ 0.014 ppb. Wastewater samples were also examined and the levels of perchlorate ranged from 0.007 to 0.380 ppb. The perchlorate levels in all water samples investigated in this study were below the EPA guideline.

A Study on the Reduced Spatial Extent of DMZ (DMZ의 축소된 공간 범위에 대한 연구)

  • Jung, Kyu-Surk;Shin, Hyun-Tak;Kim, Sang-Jun;An, Jong-Bin;Yoon, Jung-Won;Kwon, Yeong-Han;Heo, Tae-Im
    • Journal of the Korean association of regional geographers
    • /
    • v.21 no.2
    • /
    • pp.355-363
    • /
    • 2015
  • DMZ(Demilitarized Zone) created as part of the Armistice Agreement is important zone in the way that historic and eco-cultural value as well as military and political image of this are remarkable. Furthermore, the concern of DMZ has been rising at home and abroad. Even though various studies on this subject have been constantly spurring according to the significance, the practical researches on spatial range of DMZ are very weak. The Purpose of this research is to show the factual spatial extent of DMZ from the mouth of the Imjingang River in the west to the town of Goseong in the east. This study proved the area of corresponding DMZ is approximately $570km^2$ contrary to the previous studies and claims it is difficult to measure the actual length of MDL(Military Demarcation Line) regarded as 155mile in this situation of Korea peninsula.

  • PDF

Spatial Analysis on the Boundary Space before and after the Korean War (6·25 전쟁 전후의 경계 공간에 대한 공간적 고찰)

  • JEONG, Hae-Yong
    • Journal of the Korean Association of Geographic Information Studies
    • /
    • v.22 no.1
    • /
    • pp.114-128
    • /
    • 2019
  • This study is a spatial analysis of the boundaries related to the division of the Korean peninsula. The boundary space was extracted by extracting $38^{th}$ parallel and digitizing the map of the Armistice Agreement Annex. The purpose of this analysis was to extract more accurate scope based on the armistice agreement, the appendices, and the UNC regulations and to analyze the wrong information correctly. The range of demilitarized zones was determined by UNC 551-4(2014) and UNC 551-5(2015) to ensure that there is no change in the location of the Southern Limit Line. It also confirmed that the MACHA was excluded in the DMZ. As a result, the area of the DMZ was measured at $889.7km^2$. Also this study identified the interval and number of markers in the MDL and the Han River estuary. It could be confirmed that the interval of markers within the MDL depends on the subject of management. This study is more accurate from the start and can be used as basic data needed in the study and education of DMZ and border areas after verification by public organizations.

A Representative Pattern Generation Algorithm Based on Evaluation And Selection (평가와 선택기법에 기반한 대표패턴 생성 알고리즘)

  • Yih, Hyeong-Il
    • Journal of the Korea Society of Computer and Information
    • /
    • v.14 no.3
    • /
    • pp.139-147
    • /
    • 2009
  • The memory based reasoning just stores in the memory in the form of the training pattern of the representative pattern. And it classifies through the distance calculation with the test pattern. Because it uses the techniques which stores the training pattern whole in the memory or in which it replaces training patterns with the representative pattern. Due to this, the memory in which it is a lot for the other machine learning techniques is required. And as the moreover stored training pattern increases, the time required for a classification is very much required. In this paper, We propose the EAS(Evaluation And Selection) algorithm in order to minimize memory usage and to improve classification performance. After partitioning the training space, this evaluates each partitioned space as MDL and PM method. The partitioned space in which the evaluation result is most excellent makes into the representative pattern. Remainder partitioned spaces again partitions and repeat the evaluation. We verify the performance of Proposed algorithm using benchmark data sets from UCI Machine Learning Repository.

HPLC-MS/MS Detection and Sonodegradation of Bisphenol A in Water (HPLC-MS/MS를 이용한 Bisphenol A 분석 및 초음파에 의한 분해 특성 조사)

  • Park, Jong-Sung;Yoon, Yeo-Min;Her, Nam-Guk
    • Journal of Korean Society of Environmental Engineers
    • /
    • v.32 no.6
    • /
    • pp.639-648
    • /
    • 2010
  • The optimal conditions for the analysis of BPA by HPLC-MS/MS was investigated and the ultrasound degradation capacity of the BPA, with the goal to establish the proper directions for analyzing infinitesimal quantities of BPA by HPLC-MS/MS was examined. The MDL and LOQ of BPA analyzed by HPLC-MS/MS were measured 0.13 nM and 1.3 nM respectively, its sensitivity about 620 and 32 times greater than HPLC-UV (MDL: 81.1 nM, LOQ: 811 nM) and FLD (MDL: 4.6 nM, LOQ: 46 nM). In other words, the new method enables the analysis of BPA with the accuracy up to one 1,180th of the amount specified in U.S. EPA guideline for drinking water. Degradation rate of BPA by ultrasound measured over 95% under 580 kHz and 1000 kHz frequency within 30 minutes of treatment, whereas the rate showed some decrease at 28 kHz frequency. At 580 kHz of ultrasound has proven to be the most effective among others at degradation rate and $k_1$ value, so we concluded that this frequency of ultrasound creates hospitable condition for the combined process of degradation by pyrolysis and oxidization. With the addition of 0.01 mM of $CCl_4$, BPA with the initial concentration of 1 ${\mu}M$ was degraded by more than 98% within 30 minutes, the $k_1$ value measured 5 minutes and 30 minutes into the experiment both showed increases by 1.4 and 1.1 times, respectively, compared with BPA without $CCl_4$. It is also found that the main degradation mechanism of BPA by ultrasound is oxidization process by OH radical, based on the fact that the addition of 10 mM of t-BuOH decreased the rate of BPA degradation by around 60%. However, 33% of BPA degradation rate obtained with the addition of t-BuOH implies further degradation done by pyrolysis or other sorts of radical beside OH radical.

Effect of Calpain Inhibitors on $Ca^{2+}-Induced$ Suppression of Neurite Outgrowth in Isolated Hippocampal Pyramidal Neurons (해마추상체 신경세포에서 칼슘에 의한 신경섬유 성장억제에 대한 칼파인 억제제의 영향)

  • Song, Dong-Keun;Kater, Stanley B.;Mykles, Donald L.
    • The Korean Journal of Pharmacology
    • /
    • v.29 no.2
    • /
    • pp.165-174
    • /
    • 1993
  • $Ca^{2+}$ is an important regulator of neurite elongation and growth cone movements but the mechanism(s) mediating these $Ca^{2+}-dependent$ effects is unclear. Since cytoskeletal proteins are rapidly degraded by $Ca^{2+}-dependent $ proteinases (calpains) in vitro and in vivo, we investigated whether $Ca^{2+}-induced$ pruning or regression of neuronal processes is mediated by calpains. Isolated hippocampal pyramidal-like neurons were cultured and the ability of the membrane-permeable calpain inhibitors EST (etyl (+)-(2S,3S)-3-[(S)-methyl-1-(3-methlbutylcarbamoyl)-butylcarbamoyl]2-oxiranecarboxylate) and MDL28170 (carbobenzoxyl-Val-Phe-H) to block the $Ca^{2+}$ ionophore A23187-induced suppression in neurite outgrowth was investigated. Addition of 100 nM A23187 to the culture medium resulted in a retraction of dendrites without altering axonal elongation. The addition of 300 nM A23187 to the culture medium resulted in a signiciant decrease in the rate of axonal elongation as well as a retraction of dendritic processes. Administration of EST $(5\;or\;20{\mu}M)$ to the culture medium completely blocked the pruning effect of 100 nM A23187 on dendrites and of 300 nM A23187 on axons, while EST alone did not significantly affect neurite outgrowth rate. MDL 28170 $(20\;{\mu}M)$ showed the same effect as EST in preventing ionophore-induced pruning of dendrites and axons at 100 nM and 300 nM concentrations, respectively, of A23187. EST $(20\;{\mu}M)$ did not block the A23187-induced rise of $[Ca^{2+}]_{i}$ as measured with fura-2. These results show that $Ca^{2+}-induced$ pruning of neurites in isolated hippocampal pyramidal neurons is mediated by calpains.

  • PDF