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| 1 | Detection of leaf folder and yellow stemborer moths in the paddy field using deep neural network with search and rescue optimization显示文摘In agriculture,insect pests must be identified at the initial stage of infestation to avoid their spread in the field.Leaf folders(cnaphalocrocis medinalis)and yellow stemborers(scirpophaga incertulas)are destructive pests of paddy crops,which are causing severe yield loss.Manual identification of insect pests in the crop is time-consuming,tedious,and ineffective.This paper focuses on a light trap based four-layer deep neural network with search and rescue optimization(DNN-SAR)method to identify leaf folders and yellow stemborers.Light traps are designed to lure the insects in the paddy field and the images of trapped insects are analyzed using the proposed detection method.In the DNN-SAR,images are contrastenhanced using deer hunting algorithm,impulse noise is removed with fast average group filter,and segmented using social ski-driver optimization.The search and rescue optimization algorithm is used for the selection of optimal weights in the deep neural network,which has improved the convergence rate,lowered the complexity of learning,and improved the accuracy of detection.The proposed method outperformed the existing methods and achieved 98.29%pest detection accuracy. | Chiranjeevi Muppala Velmathi Guruviah | 2021 | Information Processing in Agriculture2021，8，2： | 2 |
| 2 | The heat shock protein HSP70 promotes mouse NK cell activity against tumors that express inducible NKG2D ligands显示文摘 | Elsner L Muppala V Gehrmann M | 2007 | J Immunol2007，179，8： | 1 |
| 3 | Curcumin regulates miR-21 expression and inhibits invasion and metastasis in colorectal cancer 显示文摘 | MUDDULURU G GEORGE-WILLIAM J MUPPALA S | 2011 | Bioscience Reports2011，31，： | 1 |
| 4 | Leaf gas exchange and solute accumulation in the halophyte Salvadora persica grown at moderate salinity显示文摘 | Albino Maggio Muppala P Reddy Robert J Joly | 2000 | J Exp Bot2000，44，1： | 1 |
| 5 | Spontaneous proximal tubal stump pregnancy following partial salpingectomy显示文摘 | Muppala H Davies J | 2009 | J Obstet Gynecol2009，29，1： | 1 |
| 6 | Analysis of Nonblocking ATM Switches with Multiple Input Queues 显示文摘 | Ge Nong Jogesh K Muppala Mounir Hamdi | 1999 | IEEE/ACM Transactions on Networking1999，7，1： | 1 |
| 7 | CD24 induces expression of the oncomir miR-21 via Src,and CD24 and Src are both post-transcriptionally downregulated by the tumor suppressor miR-34a显示文摘 | Muppala S Mudduluru G Leupold JH | 2013 | PLoS One2013，8，59： | 1 |
| 8 | Stochasitic reward netsfor reliability prediction显示文摘 | Muppala J Ciardo G Trivedi K | 2001 | Comm Reliability Maintainability Serviceability2001，2，1： | 1 |
| 9 | Performance evaluation of artificial intelligence algorithms for virtual network embedding显示文摘 | Chang X L Mi X M Muppala J K | 2013 | Engineering Applications of Artificial Intelligence2013，26，10： | 1 |
| 10 | Sodium fluoride in- duced growth and metabolic changes in Salicornia brachiata Roxb显示文摘 | Muppala P Reddy Meenakshi Kaur | 2008 | Water Air Soil Pollut2008，188，： | 1 |
| 11 | Analyzing Concurrent and Fault-Tolerant Software Using Stochastic Reward Nets 显示文摘 | Ciardo G Muppala J K Trivedi K S | 1992 | Journal of Parallel and Distributed Computing1992，15，3： | 1 |
| 12 | Curcu- min regulates miR -21 expression and metastasis in color- ectal cancer 显示文摘 | MudduluruG George - William JN Muppala S | 2011 | Biosci Rep2011，31，3： | 1 |
| 13 | Substantiating a fractal-based algebraic reaction closure of premixed turbulent combustion for high pressure and the Lewis number effects 显示文摘 | NARESH K Aluri MUPPALA S P R | 2006 | Combustion and Flame2006，145，66： | 1 |
| 14 | The heat shock protein HSP70 promotes mouse NK cell activity against tumors that express inducible NKG2D ligands显示文摘 | Elsner L Muppala V Gehrmann M | | 0，，08： | 1 |
| 15 | Coordinated session-based admission con- trol with statistical learning for multi-tier Intemet applications 显示文摘 | MUPPALA S ZHOU X P | 2011 | Journal of Network and Computer Applications2011，34，1： | 1 |
| 16 | Curcumin reg ulates miR-21 expression and inhibits invasion and metastasis in colorectal cancer显示文摘 | Mudduluru G George-William JN Muppala S | 2011 | Biosci Rep2011，31，3： | 1 |
| 17 | The heat shock protein HSP70 promotes mouse NK cell activity against tumors tha express inducible NKG2D ligands显示文摘 | Elsner L Muppala V Gehrmann M | 2007 | J Immunol2007，179，8： | 1 |
| 18 | Cur- cumin regulates miR-21 expression and inhibits invasion and metasta- sis in colorectal cancer 显示文摘 | MUDDULURU G GEORGE-WILLIAM JN MUPPALA S | 2011 | Binscience Reports2011，31，3： | 1 |
| 19 | CD24 interacts with and promotes the activity of c-src within lipid rafts in breast cancer cells, thereby increasing integrin-dependent adhesion显示文摘 | Petra Baumann Wilko Thiele Natascha Cremers Santoshi Muppala Justyna Krachulec Markus Diefenbacher Olivier Kassel Giridhar Mudduluru Heike Allgayer Margaret Frame Jonathan P. Sleeman | 2012 | Cellular and Molecular Life Sciences2012，，3： | 1 |
| 20 | A stable queue-based adap- tive controller for improving AQM performance 显示文摘 | CHANG X MUPPALA J K | 2006 | Computer Networks2006，50，13： | 1 |
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