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Author

Mamata Garanayak

Observed names: Dr. Mamata Garanayak, Mamata Garnayak
ORCID: 0000-0003-3623-5648
Observed ORCID: 0000-0003-3623-5648
OpenAlex ID: A5066624624
Agricultural Recommendation System for Crops Using Different Machine Learning Regression Methods
2021 · Mamata Garanayak, Goutam Sahu, et al. · International Journal of Agricultural and Environmental Information Systems · 102
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An Intelligent Disease Prediction and Drug Recommendation Prototype by Using Multiple Approaches of Machine Learning Algorithms
2023 · Suvendu Kumar Nayak, Mamata Garanayak, et al. · IEEE Access · 76
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Recommender system using item based collaborative filtering (CF) and K-means
2019 · Mamata Garanayak, Sachi Nandan Mohanty, et al. · International Journal of Knowledge-based and Intelligent Engineering Systems · 31
An Automated Recommender System for Educational Institute in India
2018 · Mamata Garanayak, Sipra Sahoo, et al. · ICST Transactions on Scalable Information Systems · 10
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Content and Popularity-Based Music Recommendation System
2022 · Mamata Garanayak, Suvendu Kumar Nayak, et al. · International Journal of Information System Modeling and Design · 8
A Hybrid CNN-LSTM Approach to Enhancing Temperature Forecasting for Environmental Threats and Risk Management
2024 · Dr. Bijay Paikaray, Mamata Garanayak, et al. · International Journal of Business Continuity and Risk Management · 6
Big data and its applications: A review
2015 · Trilochan Rout, Mamata Garanayak, et al. · International Conference on Electrical, Electronics, Signals, Communication and Optimization · 6
Hadoop in Banking: Event‐Driven Performance Evaluation
2025 · Monalisa Panda, Mamata Garnayak, et al. · The Scientific World JOURNAL · 4
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Disease prediction based on drug reviews using TF-IDF in natural language processing
2024 · Anita Hembram, Mamata Garanayak, et al. · CRC Press eBooks · 4
Green Vegetation Detection in Satellite Imagery Using the Normalized Difference Vegetation Index Method
2023 · Bijay Paikaray, Mamata Garanayak, et al. · International Journal of Bioinformatics Research and Applications · 4
A predictive prototype for the identification of diseases relied on the symptoms described by patients
2024 · Suvendu Kumar Nayak, Mamata Garanayak, et al. · EAI Endorsed Transactions on Pervasive Health and Technology · 1
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A machine learning-based nonlinear system for optimising crop selection and ensuring agricultural prosperity
2024 · Bijay Kumar Paikaray, Monalisa Panda, et al. · International Journal of Applied Nonlinear Science · 1
Indian COVID-19 time series prediction using Facebook's Prophet model
2021 · Sujata Chakravarty, Gouse Baig Mohammad, et al. · International Journal of Computer Applications in Technology · 1
Hybrid Quantum Deep Learning and Machine Learning Framework for Soil Image Analysis with XGBoost-based Crop and Random Forest Fertilizer Recommendation
2026 · Chinmaya Kumar Naik, Mamata Garanayak, et al. · Recent Patents on Engineering
Multifactor Environmental Risk Estimation Using Meteorological Factors: A Comparative Machine Learning Study
2026 · Gouramohan Murmu, Bipin Majhi, et al. · International Conference on Intelligent Computing and Sustainable Innovations in Technology (IC-SIT)
Artificial Intelligence Based Yield Prediction and Fertilizer Cost Optimization Using XGBoost Regression and NSGA-II
2026 · Biswabhusan Naik, Pankajini Tripathy, et al. · International Conference on Intelligent Computing and Sustainable Innovations in Technology (IC-SIT)
Performance analysis of integrated N-gram feature extraction and LightGBM with feature importance insights for NLP driven medicine recommendation
2026 · Bijay Kumar Paikaray, Anita Hembram, et al. · Discover Applied Sciences
Quantum Assisted AI for Sustainable Crop Rotations
2026 · Chinmaya Kumar Naik, Mamata Garanayak, et al. · International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC)
Applying Recurrent Neural Networks for Predictive Modeling in Biological Systems: A Case Study in Meteorological Parameter Forecasting
2026 · Mamata Garanayak, Pankajini Tripathy, et al. · International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC)
A Design Science Research Process (DSRP) Model-Relied E-Learning Hybrid Recommendation System
2026 · Pansori Sardar, Mamata Garanayak, et al. · International Conference on Connected Intelligence for Industrial Applications (CI2A)
Artificial Intelligence Driven Soil Categorization with Crop and Fertilizer Suggestion
2026 · Chinmaya Kumar Naik, Mamata Garanayak, et al. · International Conference on Connected Intelligence for Industrial Applications (CI2A)
A Comprehensive Comparative Analysis of Diverse Machine Learning Models for Flood Prediction
2026 · Bijan Bihari Garnayak, Mamata Garanayak, et al. · International Conference on Computational Intelligence and Communication Technologies (CCICT)
Performance Assessment of Quantum CNN vs RNN for Medicinal Leaf Classification with UI Sustenance
2026 · Bijan Garnayak, Neeraj Marwaha, et al. · Journal of Electrical and Electronic Engineering
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AI-quantum enabled e-agriculture service platform: an intelligent web-based model for sustainable farming decisions
2026 · Chinmaya Kumar Naik, Mamata Garanayak · International Journal of Electronic Business
Performance Assessment of Diverse Artificial Intelligence Driven Water Quality Prediction Procedures
2025 · Mamata Garanayak, Pankajini Tripathy, et al. · OITS International Conference on Information Technology (OCIT)
Works count: 37
Citation count: 254
H-index: 6
I10-index: 4
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