Items where Subject is "GE Environmental Sciences"

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Abhaykumar Kulkarni, Saket (2024) Hybrid Machine Learning Approach Towards Anomaly Detection and Data Quality Assessment Of IoT Weather Data. Masters thesis, Dublin, National College of Ireland.

Adeniji, Adeola Deborah (2024) Groundwater Level Forecasting: USA. Masters thesis, Dublin, National College of Ireland.

Arunkumar, Madhumitha (2024) Enhancing Forest Fire Predictions using Machine Learning and Deep Learning. Masters thesis, Dublin, National College of Ireland.

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Babu Joseph, Ankith (2024) A VMD and FAN Based Hybrid Model for Air Quality Index Forecasting. Masters thesis, Dublin, National College of Ireland.

Bogisam, Soma Sekhar (2024) Underwater Plastic Detection using YOLO V8 and V10. Masters thesis, Dublin, National College of Ireland.

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Chauhan, Jai Mahesh (2023) Wildfire Prediction Using Machine Learning. Masters thesis, Dublin, National College of Ireland.

Chekuri, Ajay Varma (2024) AI Applications in Precision Agriculture: Improving Crop Management, Yield Estimation, and Environmental Sustainability. Masters thesis, Dublin, National College of Ireland.

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Daly, Niamh (2023) Racing Against the Elements: Analysing the Impact of Weather on Formula One Races: Data Science Report. Undergraduate thesis, Dublin, National College of Ireland.

Deshmukh, Arshil Khalid (2024) Improving Waste Sorting Systems: Enhancing Sustainability and Resource Recovery. Masters thesis, Dublin, National College of Ireland.

Dhanawade, Chinmay Vijay (2024) Hybrid models Cloud-based Enhancements for Air Quality Prediction Systems. Masters thesis, Dublin, National College of Ireland.

Dharne, Sneha Ramesh (2024) Big Data-Powered Temperature Prediction Using PySpark and Time Series Machine Learning Techniques. Masters thesis, Dublin, National College of Ireland.

Dubey, Sadhvi Rajkumar (2022) Predictive Analysis on Drought in North America using Deep Learning. Masters thesis, Dublin, National College of Ireland.

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Eser, Omer Talha (2024) Considering renewable energy sources in electricity load forecasting. Masters thesis, Dublin, National College of Ireland.

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Gankidi, Sai Charan Reddy (2024) AI-Powered Forecasting: Revolutionizing Natural Disaster Prediction and Response Optimization. Masters thesis, Dublin, National College of Ireland.

Gargote, Shraddha Eknath (2024) Real-Time Wildfire Progression Analysis and Prediction using Hybrid Model. Masters thesis, Dublin, National College of Ireland.

Gupta, Sushmita Ghanshyam (2024) A Comparative Study of Ant Colony Optimisation, Genetic Algorithm and Hybrid ACO-DRL Models for Greener Logistics. Masters thesis, Dublin, National College of Ireland.

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Hagavane, Pranav Pramod (2024) Evaluating the Impact of Environmental Conditions on Heat Pump Performance using Machine Learning Models. Masters thesis, Dublin, National College of Ireland.

Hawalli Ramachandra, Samrudhi (2024) Accurate Prediction of Significant Earthquakes using Machine Learning Algorithms. Masters thesis, Dublin, National College of Ireland.

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Joseph, Abin (2023) Comparative Analysis between ResNet Models on Marine Oil spill detection. Masters thesis, Dublin, National College of Ireland.

Joseph, Priyanka (2023) Enhancing Water Use Data Analysis in Cloud Computing Environments through Parallel Processing Optimization. Masters thesis, Dublin, National College of Ireland.

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Kalisz, Aleksandra (2024) Uncertainty Analysis in Earthquake Prediction using Deep Learning Methods for Improved Risk Management. Masters thesis, Dublin, National College of Ireland.

Kallumpuram Prabhakaran, Aiswarya (2024) Forecasting of climatic influence on energy generation from renewable resources in Spain using Neural Network Models. Masters thesis, Dublin, National College of Ireland.

Kannappan Sankar, Vikraman (2024) Impact of Historical Weather Data on Crop Selection and Fertilizer Recommendation using Machine Learning Stacking Approach: Indian Cities. Masters thesis, Dublin, National College of Ireland.

Karaburun, Mustafa (2024) The Relationship Between Weather Factors and Stock Exchange Trading Based in Istanbul. Masters thesis, Dublin, National College of Ireland.

Kelani, Benjamin Ayodele (2023) Earthquake Magnitude Modelling using Machine Learning Technology. Masters thesis, Dublin, National College of Ireland.

Kennedy, Idhaya Bastine (2024) Flood Prediction using Clustering Analysis with Geospatial Dataset. Masters thesis, Dublin, National College of Ireland.

Kothapalli, Srija Venkata Sai Ravali (2023) Wildfire Detection and Aerosol Identification Using Satellite Imagery. Masters thesis, Dublin, National College of Ireland.

Kothapalli, Srija Venkata Sai Ravali, Muntean, Cristina Hava and Yaqoob, Abid (2024) Advanced Deep Learning Framework for Improved Wildfire Detection and Aerosol Identification Using Active Satellite Imagery. In: 2024 International Wireless Communications and Mobile Computing (IWCMC). IEEE, Ayia Napa, Cyprus, pp. 955-960. ISBN 979-8-3503-6126-1

Kundu, Ishita (2024) Marine Object Detection and Classification by Integrating MLH-CNN with YOLOV8. Masters thesis, Dublin, National College of Ireland.

Kyi Toe, Wutyi (2024) Endangered Red Panda Behaviours Classification: A Comparative Evaluation of Deep Learning Models. Masters thesis, Dublin, National College of Ireland.

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Lohani, Punit (2019) Daily Precipitation Forecasting using Neural Network - A case study of Punjab,India. Masters thesis, Dublin, National College of Ireland.

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Maniga, Pooja Sree (2024) Comparative Analysis of Machine Learning and Deep Learning Models for Water Potability Prediction. Masters thesis, Dublin, National College of Ireland.

Mohanty, Rohit Rajat (2024) Leveraging ResNet Architectures for Enhanced Detection of Great Apes in Video Data. Masters thesis, Dublin, National College of Ireland.

Monroy Ochoa, Leslie Rebeca (2024) Groundwater Quality Predictive Analysis using Machine Learning Techniques: Ireland. Masters thesis, Dublin, National College of Ireland.

Mushayabasa, Taziwa (2024) FloralScan: Technical Report. Undergraduate thesis, Dublin, National College of Ireland.

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Nandanikar, Shivani Shrikant (2024) Impact of Weather Conditions on Renewable Energy Consumption. Masters thesis, Dublin, National College of Ireland.

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O'Sullivan, Wakako (2020) Global Warming and Natural Disasters to Global Peace Index. Masters thesis, Dublin, National College of Ireland.

Ozen, Dilan (2022) What are the main future targets and prospects of renewable energy in Ireland? Masters thesis, Dublin, National College of Ireland.

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Pandith, Savan Kumar (2024) Cross-Station Solar Power Prediction: A Transfer Learning Approach with Deep Learning Models. Masters thesis, Dublin, National College of Ireland.

Parde, Rihand (2024) SMARTDART - A cloud-based architecture of the DART tsunami warning system. Masters thesis, Dublin, National College of Ireland.

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Ramakrishna, Nagalakshmi (2024) PhaseNet and EfficientNet-B0 for Phase Detection and Arrival Time Prediction. Masters thesis, Dublin, National College of Ireland.

Ramakrishnan, Pranav (2024) Advancing Earthquake Risk Reduction through Machine Learning Enhanced Early Warning Systems. Masters thesis, Dublin, National College of Ireland.

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Sawant, Siddhi (2024) Analyzing the Role of Fusing Image and Time Series Data in Forecasting Rainfall-Induced Landslides. Masters thesis, Dublin, National College of Ireland.

Sawant, Vineet Manoj (2022) Forecasting Carbon Dioxide Emission from Energy Consumption within the Industrial Sector in U.S. Masters thesis, Dublin, National College of Ireland.

Sevinc, Busra (2024) Enhancing Wind Turbine Longevity: A Comparative Study of Deep Learning and Traditional Machine Learning Techniques for Predicting Remaining Useful Life. Masters thesis, Dublin, National College of Ireland.

Shaik, Saida Hussain (2024) Renewable power generation and weather conditions. Masters thesis, Dublin, National College of Ireland.

Sunny, Sebin Chembottikkal (2023) Enhancing Forest Fire Detection: Integrated CNN And LSTM with Advanced Techniques. Masters thesis, Dublin, National College of Ireland.

Suryawanshi, Yash Rajesh (2024) Leveraging Weather Data for Improved Flight Delay Prediction: A Comparative Analysis of Decision Trees and Random Forests. Masters thesis, Dublin, National College of Ireland.

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Usama, Muhammad (2024) Automated Anomaly Detection and Localization in Solar Panels Using Deep Learning Models. Masters thesis, Dublin, National College of Ireland.

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Venkataramani, Saravana Ganesh (2023) A deep learning approach for automatic traffic surveillance under extreme climatic conditions. Masters thesis, Dublin, National College of Ireland.

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Wagh, Vinaysheel K., Pathak, Pramod, Stynes, Paul and Nardin, Luis G. (2020) An Evacuation Route Model for Disaster Affected Areas. In: Proceedings of The 28th Irish Conference on Artificial Intelligence and Cognitive Science, Dublin, Republic of Ireland, December 7-8, 2020 (AICS 2020). CEUR Workshop Proceedings (2771). CEUR-WS.org, pp. 61-72.

Whelan, Stephanie (2022) Predicting River Water Quality Parameters using Supervised Machine Learning Techniques: UK. Masters thesis, Dublin, National College of Ireland.

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Yadav, Deepak (2023) Butterfly and Moth Species Detection and Classification Using Deep Learning. Masters thesis, Dublin, National College of Ireland.