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| 1 | Dirichlet Process Gaussian Mixture Models:Choice of the Base Distribution显示文摘In the Bayesian mixture modeling framework it is possible to infer the necessary number of components to model the data and therefore it is unnecessary to explicitly restrict the number of components.Nonparametric mixture models sidestep the problem of finding the'correct'number of mixture components by assuming infinitely many components.In this paper Dirichlet process mixture(DPM) models are cast as infinite mixture models and inference using Markov chain Monte Carlo is described.The specification of the priors on the model parameters is often guided by mathematical and practical convenience.The primary goal of this paper is to compare the choice of conjugate and non-conjugate base distributions on a particular class of DPM models which is widely used in applications,the Dirichlet process Gaussian mixture model (DPGMM).We compare computational efficiency and modeling performance of DPGMM defined using a conjugate and a conditionally conjugate base distribution.We show that better density models can result from using a wider class of priors with no or only a modest increase in computational effort. | Dilan Grür Carl Edward Rasmussen | 2010 | Journal of Computer Science & Technology2010，25，4： | 5 |
| 2 | 广东清远早、晚稻稻田甲烷排放的观测研究显示文摘分析了2003、2004年广东省清远市郊区早、晚稻稻田甲烷(CH4)的排放通量,结果表明广东清远早、晚稻稻田CH4排放通量的几何平均值2003年为4.38mg·m-2·h-1和6.09mg·m-2·h-1;2004年为5.17mg·m-2·h-1和8.3mg·m-2·h-1,土壤有机质含量是造成2003和2004年CH4排放差异的原因之一。水稻品种的不同,CH4排放通量也有所不同,实验表明,水稻品种“七丝尖”的排放通量比品种“金优99”高1.08mg·m-2·h-1,产量却只有64%。此外,与相关的测量结果进行初步比较。 | 许黎 任万辉 杨宁 王天龙 刘锦銮 M A K Khalil R A Rasmussen M J Shearer | 2007 | 气象2007，33，3： | 3 |
| 3 | High expression of microRNA-625-3p is associated with poor response to first-line oxaliplatin based treatment of metastatic colorectal cancer显示文摘 | Mads H. Rasmussen Niels F. Jensen Line S. Tarpgaard Camilla Qvortrup Maria U. R?mer Jan Stenvang Tine P. Hansen Lise L. Christensen Jan Lindebjerg Flemming Hansen Benny V. Jensen Torben F. Hansen Per Pfeiffer Nils Brünner Torben F. ?rntoft Claus L. Anders | 2013 | Molecular Oncology2013，，3： | 2 |
| 4 | 卒中介入治疗培训指南:国际多学会共识文件显示文摘1背景
缺血性卒中是全球人口死亡和残疾的首要原因。很多急性大血管闭塞(emergent large vesselocclusion,ELVO)患者都会遗留长期残疾。事实上,这些颅内大动脉闭塞经常会导致大面积脑损伤,进而造成患者死亡或严重致残。 | Lavine SD Cockroft K Hoh B Bambakidis N Khalessi AA Woo H Riina H Siddiqui A Hirsch JA Chong W Rice H Wenderoth J Mitchell P Coulthard A Signh TJ Phatorous C Khangure M Klurfan P ter Brugge K Iancu D Gunnarsson T Pongpech S Rodesch G Soderman M Taylor A Krings T Orbach D Picard L Suh DC Zheng HQ Jansen O Muto M Szikora I Pierot L Brouwer P Gralla J Renowden S Andersson T Fiehler J Turjman F White P Januel AC Spelle L Kulcsar Z Chapot R Biondi A Dima S Taschner C Szajner M Krajina A Sakai N Matsumaru Y Yoshknura S Ezura M Fujinaka T Iihara K Ishii A Higashi T Hirohata M Hyodo A Ito Y Kawanishi M Kiyosue H Kobayashi E Kobayashi S Kuwayama N Matsumoto Y Miyachi S Murayama Y Nagata I Nakahara I Nemoto S Niimi Y Oishi H Satomi J Satow T Sugiu K Tanaka M Terada T Yamagami H Diaz O Lylyk P Jayaraman MV Patsalides A Gandhi CD Lee SK Abruzzo T Albani B Ansari SA Arthur AS Baxter BW Bulsara KR Chen M Almandoz JE Fraser JF Heck DV Hetts SW Hussain MS Klucznik RP Leslie-Mawzi TM Mack WJ McTaggart RA Meyers PM Mocco J Prestigiacomo CA Pride GL Rasmussen PA Starke RM Sunenshine PJ Tarr RW Frei DF Pabo M Nogueira RG Zaidat OO Jovin T Linfante I Yavagal D Liebeskind D Novakovic R Pongpech S 许岩 孙瑞 郭芮兵 | 2017 | 国际脑血管病杂志2017，25，5： | 2 |
| 5 | Pelvic inflammatory disease and risk of invasive ovarian cancer and ovarian borderline tumors显示文摘 | Christina B. Rasmussen Mette T. Faber Allan Jensen Estrid H?gdall Claus H?gdall Jan Blaak?r Susanne K. Kjaer | 2013 | Cancer Causes & Control2013，，7： | 2 |
| 6 | Hydroxyethyl Starch Reduces Coagulation Competence and Increases Blood Loss During Major Surgery: Results From a Randomized Controlled Trial显示文摘 | Kirsten C. Rasmussen P?r I. Johansson Michael H?jskov Irina Kridina Thomas Kistorp Peter Thind Henning B. Nielsen Birgitte Ruhnau Tom Pedersen Niels H. Secher | 2014 | Annals of Surgery2014，，2： | 2 |
| 7 | Evaluation of MODIS/LAI, fAPAR and the relation between fAPAR and NDVI in a semi-arid environment using in situ measurements显示文摘 | Fensholt R Sandholt I Schultz Rasmussen M | 2004 | Remote Sensing of Environment2004，91，： | 1 |
| 8 | An integrated approach for shape and topology optimization of shell structures 显示文摘 | Ansola R Canales J Tarrago J A Rasmussen J | 2002 | Computers and Structures2002，80，56： | 1 |
| 9 | Quantitative feedback theory technique and applications显示文摘 | Houpis C H Sating R R Rasmussen S Sheldon S | 1994 | Int J Control1994，59，1： | 1 |
| 10 | A vortex particle method for smoke, water and explosions 显示文摘 | SELLE A RASMUSSEN N FEDKIW R | 2005 | ACM Transactions on Graphics (TOG)2005，24，3： | 1 |
| 11 | Evidence of the downward-propagating annual wind reversal in the equatorial stratosphere显示文摘 | REED R J CAMPBELL W J RASMUSSEN L A | | 0，，03： | 1 |
| 12 | 显示文摘 | Rasmussen J R Stedronsky E R Whitesides G M | 2007 | J Am Chem Soe2007，99，14： | 1 |
| 13 | Atmospheric emissions and trends of nitrous oxide deduced from 10 years of ALE-GAGE data显示文摘 | Prinn R Cunnold D Rasmussen R | 1990 | Journal of Geophysical Research Atmospheres1990，95，18： | 1 |
| 14 | Nasal intermittent positive pressure ventilation after surfactant treatment for respiratory distress syndrome in preterm infants<30 weeks'gestation:a randomized,controlled trial显示文摘 | Ramanathan R Sekar KC Rasmussen M | 2012 | J Perinatol2012，32，5： | 1 |
| 15 | Plate slenderness limits for high strength steel section 显示文摘 | RASMUSSEN K J R HANCOCK G J | 1992 | Journal of Construction Steel Re- search1992，23，1： | 1 |
| 16 | On simultaneous shape and material layout optimization of shell structures 显示文摘 | Ansola R Canales J Tarrago J A Rasmussen J | 2002 | Structural and Multidisciplinary Optimization2002，24，3： | 1 |
| 17 | Smad7b-inds to Smurf2to form an E3ubiquitin ligase that targetsthe TGF beta receptor for degradation显示文摘 | Kavsak P Rasmussen R K Causing C G | 2000 | Mol Cell2000，6，6： | 1 |
| 18 | Atmospheric emissions and trends of nitrous oxide deduced from ten years of ALE GAGE data 显示文摘 | PRINN R CUNNOLD D RASMUSSEN R | 1990 | Journal of Geophysical Research1990，，18： | 1 |
| 19 | Long-term agroecosystem experiments: Assessing agricultural sustainability and global change显示文摘 | Rasmussen P E Goulding K W T Brown J R | 1998 | Science1998，82，： | 1 |
| 20 | Summary SQL-A fuzzy tool for data mining显示文摘 | Rasmussen D Yager R R | 1997 | Intelligent Data Analysis1997，，1： | 1 |
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