LEADER 04696nam 22007455 450 001 996550550703316 005 20230926145212.0 010 $a3-031-43605-9 024 7 $a10.1007/978-3-031-43605-5 035 $a(CKB)28305468100041 035 $a(MiAaPQ)EBC30755877 035 $a(Au-PeEL)EBL30755877 035 $a(DE-He213)978-3-031-43605-5 035 $a(PPN)272735914 035 $a(EXLCZ)9928305468100041 100 $a20230926d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAgriculture-Centric Computation$b[electronic resource] $eFirst International Conference, ICA 2023, Chandigarh, India, May 11-13, 2023, Revised Selected Papers /$fedited by Mukesh Kumar Saini, Neeraj Goel, Hanumant Singh Shekhawat, Jaime Lloret Mauri, Dhananjay Singh 205 $a1st ed. 2023. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2023. 215 $a1 online resource (265 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v1866 311 $a9783031436048 327 $aFine Tuned Single Shot Detector for Finding Disease Patches in Leaves -- Empirical Analysis and Evaluation of Factors Influencing Adoption of AI-based Automation Solutions for Sustainable Agriculture -- FusedNet Model for Varietal Classification of Rice Seeds -- Fertilizer Recommendation using Ensemble Filter-based Feature Selection Approach -- Privacy-Preserving Pest Detection Using Personalized Federated Learning -- A review on applications of artificial intelligence for identifying soil nutrients -- IRPD: In-Field Radish Plant Dataset -- Fast Rotated Bounding Box Annotations for Object Detection -- IndianPotatoWeeds: An Image Dataset of Potato Crop to Address Weed Issues in Precision Agriculture -- Estimation Of Leaf Parameters in Punjab Region Through Multi-Spectral Drone Images using Deep Learning Models -- Application of near-infrared (NIR) hyperspectral imaging system for protein content prediction in chickpea flour -- Classification of crops based on band quality and redundancy from hyperspectral image -- Automated Agriculture News Collection, Analysis, and Recommendation -- Intelligent Chatbot Assistant in Agriculture Domain -- Machine Learning Methods for Crop Yield Prediction -- Real-time Plant Disease Detection: A Comparative Study -- Fruit Segregation using Deep Learning -- Investigation of the bulk and electronic properties of boron/nitrogen/indium doped armchair graphene nanoribbon for sensing plant VOC: A DFT study. 330 $aThis book constitutes revised selected papers from the First International Conference on Agriculture-Centric Computation, ICA 2023, held in Chandigarh, India, in May 2023. The 18 papers were thoroughly reviewed and selected from the 52 submissions. They examine how computing disciplines such as big data analytics, artificial intelligence, machine learning, the Internet of Things (IoT), remote sensing, robotics, and drones can be applied to agriculture to address some of the biggest challenges facing the industry today, including climate change, food security, and environmental sustainability. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v1866 606 $aArtificial intelligence 606 $aComputer networks 606 $aMachine learning 606 $aData mining 606 $aImage processing$xDigital techniques 606 $aComputer vision 606 $aArtificial Intelligence 606 $aComputer Communication Networks 606 $aMachine Learning 606 $aData Mining and Knowledge Discovery 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics 615 0$aArtificial intelligence. 615 0$aComputer networks. 615 0$aMachine learning. 615 0$aData mining. 615 0$aImage processing$xDigital techniques. 615 0$aComputer vision. 615 14$aArtificial Intelligence. 615 24$aComputer Communication Networks. 615 24$aMachine Learning. 615 24$aData Mining and Knowledge Discovery. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 676 $a006.3 700 $aSaini$b Mukesh Kumar$01429324 701 $aGoel$b Neeraj$01429325 701 $aShekhawat$b Hanumant Singh$01429326 701 $aMauri$b Jaime Lloret$01429327 701 $aSingh$b Dhananjay$0909795 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996550550703316 996 $aAgriculture-Centric Computation$93568315 997 $aUNISA