1fa18434-700b-4033-af41-8e3bc896891b beie director@blueeyesintelligence.org 10.35940/ijrte.F5417.039621 10.1109/ICICTA.2011.262Duan Yan-e, "Design of Intelligent Agriculture Management Information System Based on Io", Fourth International Conference on Intelligent Computation Technology and Automation 2011, vol. 1 pp.1045 - 1049.X. Hu and S. Qian, "IoT application system with crop growth models in facility agriculture", 6th International Conference on Computer Sciences and Convergence Information Technology (ICCIT), Seogwipo, Korea (South), 2011, pp. 129-133.10.1109/WF-IoT.2016.7845467Andreas Kamilaris, Feng Gao, Francesc X. Prenafeta-Boldú and Muhammad Intizar Ali., "Agri-IoT: A Semantic Framework for Internet of Things-enabled Smart Farming Applications", IEEE World Forum on the Internet of Things (WF-IoT), Reston, VA, USA, December 2016, pp. 442-447Junyan Ma, Xingshe Zhaou, Shining Li, Zhigang Li, "Connecting Agriculture to the Internet of Things through Sensor Networks", IEEE International Conference, 2011, pp. 184-18710.1109/JSEN.2013.2263379Sean Dieter Tebje Kelly, Nagender Kumar Suryadevara and Subhas Chandra Mukhopadhyay, "Towards the Implementation of IoT for Environmental Condition Monitoring in Homes", IEEE Sensors Journal,vol.13, no.10, October 2013, pp.3846-3853,Hemlata Channe, Sukhesh Kothari, Dipali kadam,"Multidisciplinary model for Smart Agriculture using IoT, Sensors, Cloud-Computing, Mobile Computing & Big data Analysis", Int.J.Computer Technology & Applications,Vol 6 (3), 2018, pp. 374-38210.1109/ISSNIP.2015.7106951Prem Prakash Jayaraman, Doug Palmer, Arkady Zaslavsky, Dimitrios Georgakopoulos, "Do-it-Yourself Digital Agriculture Applications with Semantically Enhanced IoT Platform", IEEE Tenth International Conference (ISSNIP) Singapore,7-9 April 2015, pp. 1-6.D Ramesh, B Vishnu Vardhan, "Data Mining Techniques and Applications to Agricultural Yield Data", International Journal of Advanced Research in Computer and Communication Engineering Vol.2, Issue.9, September 2013, pp. 233-240.E.Manjula, S.Djodiltachoumy," Analysis of Data Mining Techniques for Agriculture Data", International Journal of Computer Science and Engineering Communications, Vol.4, Issue.2, 2016, pp.1311-1313.10.15623/ijret.2015.0401071D Ramesh, B Vishnu Vardhan, "Analysis Of Crop Yield Prediction Using Data Mining Techniques", International Journal of Research in Engineering and Technology, vol.04,Issue:01, Jan 2015, pp.470-474.Raorane A.A, Kulkarni R.V, "Data Mining: An effective tool for yield estimation in the agricultural sector", International Journal of Emerging Trends &Technology in Computer Science(IJETTCS), vol.1, Issue 2, August 2012, pp. 220-225.Rajshekhar Borat, Rahul Ombale, Sagar Ahire, Manoj Dhawade, P.S. Kulkarni, "Data Mining Technique to Predict Annual Yield for Major Crops", International Journal for Scientific Research & Development| vol. 4, Issue 03, 2016, pp.1835-1837.B.VishnuVardhan, D. Ramesh "Density-Based Clustering Technique on Crop Yield Prediction", International Journal of Electronics and Electrical Engineering Vol. 2, No. 1, March 2014, pp.246-250.10.1109/JCSSE.2016.7748856N.Gandhi, Leisa J. Armstrong and OwaizPetkar, Amiya Kumar Tripathy, "Rice Crop Yield Prediction in India using Support Vector Machines", 13th International Joint Conference on Computer Science and Software Engineering (JCSSE), 2016, pp.1-5.10.1016/j.artmed.2005.02.003Yuchun Tang, Bo Jin, Yan-Qing Zhang, "Granular Support Vector machines with association rules mining for protein homology prediction", Artificial Intelligence in Medicine, vol. 35, Feb.2005, pp. 121-134.10.1109/CICN.2015.156Monali Paul, Santosh K. Vishwakarma, Ashok Verma, "Analysis of Soil Behaviour and Prediction of Crop Yield using Data Mining Approach", International Conference on Computational Intelligence and Communication Networks, 2015, pp. 766-771Narayanan Balakrishnan and Dr.Govindarajan Muthukumarasamy, "Crop Production-Ensemble Machine Learning Model for Prediction", International Journal of Computer Science and Software Engineering, Volume 5, Issue 7, July 2016, pp.32-39.Naushina Farheen, R. V. Argiddi, "Annual Crop Yield Prediction and Recommend Planting of different crops by Using Data Mining Techniques", International Journal of Innovative Research in Computer and Communication Engineering., vol. 4, Issue 10, October 2015, pp. 1-6.10.1109/SNPD.2015.7176185A.T.M Shakil Ahamed, Navid Tanzeem Mahmood, Nazmul Hossain, Mohammad Tanzir Kabir, Kallal Das, Faridur Rahman, Rashedur M Rahman, "Applying Data Mining Techniques to Predict Annual Yield of Major Crops and Recommend Planting Different Crops in Bangladesh", IEEE SNPD 2015, June 2015, pp.1-8.10.1109/ICCCI.2014.6921718S.Veenadhari, Dr. Bharat Misra, Dr. CD Singh, "Machine Learning Approaches for Forecasting Crop Yield based on Climatic Parameters", International Conference on Computer Communication and Informatics (ICCCI -2014), Jan. 03 - 05, 2014.Raju Prasad Paswan, Shahin Ara Begum, "Regression and Neural Networks Model for Prediction of Crop Production", International Journal of Scientific & Engineering Research, Volume 4, Issue 9, September 2013, pp.98-108.Aakunuri Manjula1 and Dr. G.Narsimha, "Crop Yield Prediction with Aid of Optimal neural network in spatial data mining: new approaches", International Journal of Information & Computation Technology, vol. 6, no.1, 2016, pp.25-33..Ashwani Kumar Kushwala, SwetaBhattachrya, "Crop yield prediction using Agro Algorithm in Hadoop", IRACST - International Journal of Computer Science and Information Technology & Security (IJCSITS), ISSN: 2249-9555 Vol. 5, No2, April 2015, pp.271-274.10.1109/ICACCI.2016.7732143N.Gandhi, Leisa J. Armstrong and Owaiz Petkar, Amiya Kumar Tripathy, "Predicting Rice Crop Yield Using Bayesian Networks", Intl. Conference on Advances in Computing, Communications and Informatics (ICACCI), Sept. 2016, pp.795-799.Haedong Lee, Aekyung Moon, "Development of Yield Prediction System Based on Real-time Agricultural Meteorological Information", ICACT2014, 2014, pp. 1302-1305.10.1109/IADCC.2015.7154708Aditya Shastry, Sanjay H A and Madhura Hegde, "A Parameter Based ANSIF Model for Crop Yield Prediction", IEEE International Advance Computing Conference (IACC), 2015, pp.253-257V.R.Thakare, H.M.Baradkar , "Fuzzy System for Maximum Yield from Crops", International Journal of Applied Information