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| 1 | Information Theoretic Approximations for the M/G/1 Retrial Queue with Unreliable Server 显示文摘 | AISSANI A SMAIL R | 2003 | The European Simulation and Modelling Conference2003，，： | 1 |
| 2 | Detecting mitochondrial permeability transition by eonfocal imaging of intact cells pinocytically loaded with caleein显示文摘 | Jones R A Smail A Wilson M R | 2002 | Eur J Biochem2002，269，16： | 1 |
| 3 | Gut and liver: the organs responsible for increased nitric oxide production after trauma-hemor-rhage and resuscitation显示文摘 | Catanla R A Wang P | 1998 | Arch Surg1998，133，4： | 1 |
| 4 | Evaluation of a violence risk assessment system (the Alert System) for reducing violence in an acute hospital: a before and after study显示文摘 | Kling R N Yassi A Smailes E | 2011 | Int J Nurs Stud2011，48，53： | 1 |
| 5 | A statistical analysis of the galaxy populations of distant luminous X-ray clusters显示文摘 | Smail I Edge A C Ellis R S | | 0，，： | 1 |
| 6 | Trespass on railroad rights - of - way 显示文摘 | Smailes J Ries R Raslear T | 2007 | Research results2007，6，19： | 1 |
| 7 | Numerical and experimental study of spherical capsules packed bed latent heat storage system 显示文摘 | Smail K A R Henriquez J R | 2002 | Apphed Thermal Engineering2002，19，： | 1 |
| 8 | Cervical lymph node tuberculosis: diagnosis and treatment显示文摘 | Zaatar R Biet A Smail A | 2009 | Ann Otolaryngol Chit Cervicofac2009，126，56： | 1 |
| 9 | Information theoretic approximations for the M/G/1 retrial queue with unreliable server显示文摘 | Aissani A Smail R | 2003 | The European Simulation and Modelling Confe-rence2003，，： | 1 |
| 10 | Comparison of radia- tion doses from multislice computed tomography coronary angi- ography and conventional diagnostic angiography显示文摘 | Coles D R Smail M A Negus I S | 2006 | J Am Coil Cardio[2006，47，9： | 1 |
| 11 | Detecting mitochondrial permeability transition by confocal imaging of intact cells pinocytically loaded with calcein显示文摘 | JONES R A SMAIL A WILSON M R | 2002 | Eur J Biochem2002，269，16： | 1 |
| 12 | Detecting mitochondrial permeability transition by confocal imaging of intact ceils pinocytically loaded with calcein显示文摘 | Jones R A Smail A Wilson M R | 2002 | Eur J Biochem2002，269，： | 1 |
| 13 | Comparison of radiation doses from multislice computed tomography coronary angiogTaphy and conventional diagnostic angiography显示文摘 | Coles I)R Smail MA Negus IS | 2006 | Joumal of the American College of Cardiology2006，47，9： | 1 |
| 14 | Hematoporphyrin derivative induced photosensitivity of mitochondrial succinate dehydrogenase and selected cytosolic enzymes of R3230AC mammary adenocarcinomas of rats显示文摘 | Hilf R Smail DB Murant RS | 1984 | Cancer Res1984，44，： | 1 |
| 15 | Isolation of salmon pancreas disease virus (SPDV) in cell culture and its ability to protect against infection by the 'wild type' agent 显示文摘 | Lopez-Doriga M V Smail D A Smith R J | 2001 | Fish & Shellfish Immunology2001，1，： | 1 |
| 16 | Cough strength, secretions and extubation outcome in bum patients who have passed a spontaneous breathing trial显示文摘 | Smailes ST McVicar AJ Martin R | 2013 | Burns2013，39，2： | 1 |
| 17 | Cough strength, secretions and extubation outcome in bum patients who have passed a spontaneous breathing trial显示文摘 | Smailes ST Mcvicar A J Martin R | 2013 | Bums2013，39，2： | 1 |
| 18 | Comparison of radiation doses from muhislice computed tomography coronary and conventional diagnostic angiography 显示文摘 | COLES D R SMAIL M A NEGUS I S | 2006 | J Am Coll Cardiol2006，47，9： | 1 |
| 19 | A Novel Hybrid Model Based on Machine and Deep Learning Techniques for the Classification of Microalgae显示文摘Classification and monitoring of microalgae species in aquatic ecosystems are important for understanding population dynamics.However,manual classification of algae is a time-consuming method and requires a lot of effort with expertise due to the large number of families and genera in its classification.The recognition of microalgae species has become an increasingly important research area in image recognition in recent years.In this study,machine learning and deep learning methods were proposed to classify images of 12 different microalgae species in order to successfully classify algae cells.8 Different novel models(MobileNetV3Small-Lr,MobileNetV3Small-Rf,MobileNetV3Small-Xg,MobileNetV3Large-Lr,MobileNetV3Large-Rf,MobileNetV3Large-Xg,Mobile-NetV3Small-Improved and MobileNetV3Large-Improved)have been proposed to classify these microalgae species.Among these proposed model structures,the best classification accuracy rate was 92.22%and the loss rate was 0.72,obtained from the MobileNetV3Large-Improved model structure.In addition,as a result of the experimental results obtained,metrics such as the confusion matrix,which can meet the experts in the correct diagnosis of microalgae species,were also evaluated.This research may in the future open a new avenue for the development of a cost-effective,highly sensitive computer-based system for the use of image analysis and deep learning techniques for the identification and classification of different microalgae. | Volkan Kaya İsmail Akgül Özge Zencir Tanır | 2023 | Phyton-International Journal of Experimental Botany2023，92，9： | 0 |
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