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| 1 | A framework for inspection of dies attachment on PCB utilizing machine learning techniques显示文摘Decision Support Systems are considered as a robust technology able to provide an advantage to several manufacturing companies.As part of the Z-Fact0r EU project Early Stage-Decision Support System,a framework for the inspection of a printed circuit boards(PCB)and the inference of faults,regarding the excess or insufficient glue,is proposed.For the inspection of the PCB,a pixel-based vector of the regions of interest is utilized and several very popular in research community machine learning algorithms are tested on their performance on fault recognition.In order to determine the most efficient and effective classifier,a schema of Monte Carlo simulations for each classification algorithm and set of hyper-parameters was performed.Simulation results show a superiority of the support vector machine(SVM)classifier with polynomial and radial basis function kernels,compared to the rest.The best overall classifier was the SVM polynomial(accuracy:81.39%,f-measure:78.72%). | Thanasis Vafeiadis Nikolaos Dimitriou Dimosthenis Ioannidis Tracy Wotherspoon Gregory Tinker Dimitrios Tzovaras | 2018 | Journal of Management Analytics2018，5，2： | 3 |
| 2 | 美国国家级干旱监测业务产品介绍显示文摘 | Mark Svoboda Doug LeComte Mike Hayes Richard Heim Karin Gleason Jim Angel Brad Rippey Rich Tinker Mike Palecki David Stooksbury David Miskus Scott Stephens 王涓力(译) | 2006 | 干旱气象2006，24，1： | 3 |
| 3 | Trans Fat,Aspirin,atld Ischemic Stroke in Postmenopausal Women显示文摘 | Yaemsiri S Sen S Tinker L | 2012 | Annals of neurolo办2012，72，5： | 1 |
| 4 | The role of ATP-sensitive potassium channels in cellular function and protection in the cardiovascular system显示文摘 | Tinker A Aziz Q Thomas A | 2014 | Br J Pharmacol2014，171，1： | 1 |
| 5 | Measurement Characteristics of the Women’s Health Initiative Food Frequency Questionnaire显示文摘 | Ruth E. Patterson Alan R. Kristal Lesley Fels Tinker Rachel A. Carter Mary Pat Bolton Tanya Agurs-Collins | 1999 | Annals of Epidemiology1999，，3： | 1 |
| 6 | Carboplatin and paclitaxel for advanced and recurrent cervical carcinoma: the British Columbia Cancer Agency experience 显示文摘 | Tinker AV Bhagat K Swenerton KD | 2005 | Gynecol Oncol2005，98，： | 1 |
| 7 | Damping phenomena in a wire rope vibration isolation system显示文摘 | Tinker M L Cutchins M A | 1992 | Journal of Sound and Vibration1992，157，1： | 1 |
| 8 | Efficacy of dopamine, dobutamine, and epinephrine during emergence from eardiopul monary bypass in man显示文摘 | Steen PA Tinker JH Bornhorst DA | 1978 | Circulation1978，57，： | 1 |
| 9 | Efficacy of dopamine, dobutamine, and epinephrine during emergence form cardiopulmonary bypass in man显示文摘 | STEEN PA TINKER JH BORNHORST DA | 1978 | Circulation1978，57，： | 1 |
| 10 | The molecular composition of KATP channels in human pulmonary artery smooth muscle cells and their modulation by growth显示文摘 | Cui Y Tran S Tinker A Clapp LH | 2002 | Am J Respir Cell Mol Biol2002，26，： | 1 |
| 11 | Historic range of variability in landscape structure in subalpine forests of the Greater Yellowstone Area, USA显示文摘 | Daniel B. Tinker William H. Romme Don G. Despain | 2003 | Landscape Ecology2003，，4： | 1 |
| 12 | Evaluating the potential for energy sav- ings on lighting by integrating fiber optics in buildings显示文摘 | Ghisi E Tinker J A | 2006 | Building and Environment2006，41，12： | 1 |
| 13 | Maternal injuries during the periconceptional period and the risk of birth defects, National Birth Defects Prevention Study, 1997 - 2005 显示文摘 | Tinker SC Reefhuis J Dellinger AM | 2011 | Paediatr Perinat Epidemiol2011，25，5： | 1 |
| 14 | Biplot analysis of multi-environment trial data: Principles and applications显示文摘 | Yan W K Tinker N A | 2006 | Canadian Journal of Plant Science2006，86，3： | 1 |
| 15 | Phase II trial of weekly docetaxel for patients with relapsed ovarian cancer who have previously received paclitaxel-ANZGOG显示文摘 | Tinker AV Gebski V Fitzharris B | 2007 | Gyneeol Oncol2007，104，3： | 1 |
| 16 | Circulating levels of endothelial adhesion molecules and risk of diabetes in an ethnically diverse cohort of women显示文摘 | Manson JE Tinker L | 2007 | Diabetes2007，56，： | 1 |
| 17 | The large-conductance Ca^2+-activated K^+ channel is essential for innate immunity 显示文摘 | Ahluwalia J Tinker A Clapp L H | 2004 | Nature2004，427，6977： | 1 |
| 18 | Regions of the genome that affect grain and malt quality in a North American two- row barley cross显示文摘 | Mat her D Tinker N LaBerge D et a l | 1997 | Crop Science1997，37，2： | 1 |
| 19 | The role of PARP inhibitors in the treatment of ovarian carcinomas 显示文摘 | Tinker AV Gelmon K | 2012 | Curr Pharm Des2012，18，25： | 1 |
| 20 | 层序地层学在(Permian盆地)三维油藏描述中的应用显示文摘油藏描述牵涉到对地质、岩石物性、地震和工程数据的量化、综合、压缩、分析。其目的在于从空间上了解井间不均匀性。传统描述井间不均匀性的地质途径是运用手工绘制或计算机生成的二维平面图和剖面图实现的。其结果利用三维分析解释技术可以得到大大改进。 三维油藏描述的数据输入要求与二维方法相同,而费用等于或常低于传统的二维方法。三维油藏描述的结果是一个三维油藏模型。用来交流这一三维油藏模型成果的语言是可视化,即,数字信息的可视图象。在模型范围内所有可能的测井、岩蕊信息都综合在这一三维模型中,但这些信息以彩色色块而不是测井曲线形式表示。三维油藏模型的完整性很大程度上依赖于地层格架。正确地解释地下油藏的地层格架是三维油藏建模过程中最困难、最需要创造力的一步。层序地层和地震地层学解释能为三油藏建模提供最佳地层格架。 | S. W. Tinker 朱成宏 | 1996 | 石油物探译丛1996，，5： | 1 |
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