LEADER 04927nam 22007095 450 001 9910728389403321 005 20230526104143.0 010 $a3-031-34222-4 024 7 $a10.1007/978-3-031-34222-6 035 $a(MiAaPQ)EBC30552982 035 $a(Au-PeEL)EBL30552982 035 $a(OCoLC)1380764176 035 $a(DE-He213)978-3-031-34222-6 035 $a(BIP)091289516 035 $a(PPN)270613889 035 $a(EXLCZ)9926784780400041 100 $a20230526d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aApplied Machine Learning and Data Analytics$b[electronic resource] $e5th International Conference, AMLDA 2022, Reynosa, Tamaulipas, Mexico, December 22?23, 2022, Revised Selected Papers /$fedited by M. A. Jabbar, Fernando Ortiz-Rodríguez, Sanju Tiwari, Patrick Siarry 205 $a1st ed. 2023. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2023. 215 $a1 online resource (252 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v1818 311 08$aPrint version: Jabbar, M. A. Applied Machine Learning and Data Analytics Cham : Springer,c2023 9783031342219 327 $aDeep Learning Methods to Automate Embryo Classification and Evaluation -- Univariate feature fitness measures for classification problems: An empirical assessment -- Securing Advanced Metering Infrastructure using Blockchain for Effective Energy Trading -- Keratoconus Classification using Feature Selection and Machine Learning Approach -- Semantic Segmentation of The Lung to Examine the Effect of COVID-19 using UNET Model -- SMDKGG: A Socially Aware Meta Data Driven Knowledge Graph Generation for Disaster Tweets -- Brain MRI Image Classification using Deep Learning -- A Real Time Face Recognition Attendance using Machine Learning -- Towards abalone differentiation through machine learning -- Better Qualitative Searching for Effecting the Performance of Machine Translation -- RU-Net: A Novel Approach for Gastro-Intestinal Tract Image Segmentation using Convolutional Neural Network -- A credit card fraud detection model using machine learning methods with a hybrid of undersampling and oversampling for handling imbalanced datasets for high scores -- Implementation of YOLOv7 Model for Pest Detection -- Online Grocery Shopping: - Key Factors to Understand Shopping Behavior from Data Analytics Perspective -- A novel approach: Semantic web enabled subject searching for Union Catalogue -- How People in South America is Facing Monkeypox Outbreak? -- Multi-level Classification of Satellite Images using Pre-trained AlexNet Architecture -- Handwriting Recognition for Predicting Gender and Handedness using Deep Learning -- Handwriting Recognition for Predicting Gender and Handedness using Deep Learning -- Performance evaluation of Smart Flower Optimization Algorithm over Industrial Non-Convex Constrained Optimization Problems. 330 $aThis book constitutes the refereed proceedings of the 5th International Conference on Applied Machine Learning and Data Analytics, AMLDA 2022, held in Reynosa, Tamaulipas, Mexico, during December 22?23, 2022. The 16 full papers and 4 short papers included in this book were carefully reviewed and selected from 89 submissions. They were organized in topical sections as follows: Machine learning, Healthcare and medical imaging informatics; biometrics; forensics; precision agriculture; risk management; robotics and satellite imaging. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v1818 606 $aArtificial intelligence 606 $aApplication software 606 $aImage processing?Digital techniques 606 $aComputer vision 606 $aDatabase management 606 $aArtificial Intelligence 606 $aComputer and Information Systems Applications 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics 606 $aDatabase Management 610 $aScience 615 0$aArtificial intelligence. 615 0$aApplication software. 615 0$aImage processing?Digital techniques. 615 0$aComputer vision. 615 0$aDatabase management. 615 14$aArtificial Intelligence. 615 24$aComputer and Information Systems Applications. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 615 24$aDatabase Management. 676 $a006.31 700 $aJabbar$b M. A$01255700 701 $aOrtiz-Rodríguez$b Fernando$01265691 701 $aTiwari$b Sanju$01362860 701 $aSiarry$b Patrick$0860327 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910728389403321 996 $aApplied Machine Learning and Data Analytics$93382379 997 $aUNINA