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| 1 | Hybrid ensemble soft computing approach for predicting penetration rate of tunnel boring machine in a rock environment显示文摘This study implements a hybrid ensemble machine learning method for forecasting the rate of penetration(ROP) of tunnel boring machine(TBM),which is becoming a prerequisite for reliable cost assessment and project scheduling in tunnelling and underground projects in a rock environment.For this purpose,a sum of 185 datasets was collected from the literature and used to predict the ROP of TBM.Initially,the main dataset was utilised to construct and validate four conventional soft computing(CSC)models,i.e.minimax probability machine regression,relevance vector machine,extreme learning machine,and functional network.Consequently,the estimated outputs of CSC models were united and trained using an artificial neural network(ANN) to construct a hybrid ensemble model(HENSM).The outcomes of the proposed HENSM are superior to other CSC models employed in this study.Based on the experimental results(training RMSE=0.0283 and testing RMSE=0.0418),the newly proposed HENSM is potential to assist engineers in predicting ROP of TBM in the design phase of tunnelling and underground projects. | Abidhan Bardhan Navid Kardani Anasua GuhaRay Avijit Burman Pijush Samui Yanmei Zhang | 2021 | Journal of Rock Mechanics and Geotechnical Engineering2021，13，6： | 2 |
| 2 | Cardiovascular Magnetic Resonance, Fibrosis, and Prognosis in Dilated Cardiomyopathy显示文摘 | Ravi G. Assomull Sanjay K. Prasad Jonathan Lyne Gillian Smith Elizabeth D. Burman Mohammed Khan Mary N. Sheppard Philip A. Poole-Wilson Dudley J. Pennell | 2006 | Journal of the American College of Cardiology2006，，： | 2 |
| 3 | Induction of toxins in Clostridium difficile is associated with dramatic changes of its metabolism 显示文摘 | Karlsson S Burman L G Akerlund T | 2008 | Microbiology2008，154，11： | 1 |
| 4 | Family caregiver expectations and management of the stroke trajectory显示文摘 | Burman ME | 2001 | Rehabilitation Nursing2001，26，3： | 1 |
| 5 | 3',5'-diiodothyronine to 3'-monoiodothyronine conversion in the fed and fasted rat:enzyme characteristic and evidence for two distinct 5' -deiodinases 显示文摘 | Smallridge R C Burman K D Ward K E | 1981 | Endocrinology1981，108，： | 1 |
| 6 | Isolation,characterization,and bioactivity of cyclotides from the micronesian plantpsychotria leptothyrsa显示文摘 | Gerlach S L Burman R Bohlin L | | 0，，： | 1 |
| 7 | Acute bacterial suppurative thyroiditis: a clinical review and expert opinion显示文摘 | Paes JE Burman KD Cohen J | 2010 | Thyroid2010，20，3： | 1 |
| 8 | Recurrent Tuberculosis in the United States and Canada: relapse or reinfection 显示文摘 | Jasmer RM Bozeman L Schwartzman K Cave MD Saukkonen J J Metchock B Khan A Burman WJ | 2004 | Amer J Respir Crit Care Med2004，170，12： | 1 |
| 9 | The design of optimum multifactorial experiments显示文摘 | Plackett R L Burman J P | 1946 | Biometrika1946，33，： | 1 |
| 10 | The cyclotide cycloviolacin O2 from Viola odorata has potent bactericidal activity against Gram-negative bacteria显示文摘 | Pranting D Loov C Burman R | | 0，，09： | 1 |
| 11 | Operational estimates of reference evapotranspiration显示文摘 | Allen R G Jensen M E Burman R D | 1989 | Agron J1989，81，： | 1 |
| 12 | Comparison of intensitymodulated radiotherapy with three-dimensional conformal radiation therapy glioblastoma multiforme 显示文摘 | Chan MF Schupak K Burman C | 2003 | Med Dosim2003，28，4： | 1 |
| 13 | Practical aspects of inventory and receivables financing显示文摘 | Roymond Burman W | 1948 | Law and Contemporary Problems1948，13，4： | 1 |
| 14 | The design of optimum multifatorial experiments显示文摘 | Plackett R L Burman J P | 1946 | Biomet rika1946，，37： | 1 |
| 15 | Fluoroquinolone susceptibility among Mycobacterium tuberculosis isolates from the United States and Canada显示文摘 | Bozeman L Burman W Metchock B | 2005 | Clln Infect Dis2005，40，3： | 1 |
| 16 | Laser strip adjustment for data calibration and verification显示文摘 | Burman H | 2002 | International Archives of Photogrammetry and Remote Sensing2002，，34： | 1 |
| 17 | BoneMounted miniature robot for surgical procedures:Concept and clinical application显示文摘 | SHOHAM M BURMAN M ZEHAVI E | 2003 | IEEE Transactions on Robotics and Automation2003，19，5： | 1 |
| 18 | Growth of spherical gas Bubbles by solute diffusion in non-Newtonian(Power law) liquids显示文摘 | Burman J E Jameson G J | 1978 | Int J Heat Mass Transfer1978，21，2： | 1 |
| 19 | Recurrence of hyperpro?lactinemia after withdrawal of dopamine agonists , systematic review and meta-analysis显示文摘 | Dekkers OM Lagro 1 Burman P | 2010 | 1 Clin Endocrinol Metab2010，95，1： | 1 |
| 20 | Histogram reduction method for calculating complication probabilities for three-dimensional treatment planning evaluations显示文摘 | Kutcher GJ Burman C Brewster L | | 0，，01： | 1 |
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