Modelling and forecasting energy demand of Bangladesh using AI based algorithms

Modelling and forecasting energy demand of Bangladesh using AI based algorithms

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2019.

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون:	Mahmud, Booshra Nazifa, Ferdoush, Zannatul, Mim, Lamia Tasnim
مؤلفون آخرون:	Chakrabarty, Amitabha
التنسيق:	أطروحة
اللغة:	English
منشور في:	Brac University 2019
الموضوعات:	Load forecast Prediction Decision tree Random forest K Nearest Long Short Term Memory Machine learning Decision trees
الوصول للمادة أونلاين:	http://hdl.handle.net/10361/12353

مواد مشابهة

A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
بواسطة: Rahee, Arnob, وآخرون
منشور في: (2021)

A feature selection approach to determine obesity using machine learning method
بواسطة: Antor, Shahidul Alam, وآخرون
منشور في: (2021)

Effectiveness of data mining in predicting heart diseases
بواسطة: Afrin, Shahria, وآخرون
منشور في: (2018)

A counseling system to predict the study path for freshmen
بواسطة: Usha, Rowshni Tasneem, وآخرون
منشور في: (2019)

Cryptocurrency price prediction and forecasting using machine learning algorithm and long- short term memory mapping
بواسطة: Zaman, Md. Sayeed Ibne, وآخرون
منشور في: (2022)

Detecting online recruitment fraud by using machine learning
بواسطة: Ghosh, Gitanjali, وآخرون
منشور في: (2021)

Predicting stock market movement using sentiment analysis of twitter feed
بواسطة: Chakraborty, Pranjal, وآخرون
منشور في: (2017)

Conversion of Bengali speech to text using long short-term memory(LSTM)
بواسطة: Chowdhury, Mohammad Fahim, وآخرون
منشور في: (2021)

Finding suitable locations for live campaigns using different machine learning techniques
بواسطة: Qudar, Mohiuddin Md. Abdul, وآخرون
منشور في: (2018)

Parking data analysis
بواسطة: Ahamed, Kasfi, وآخرون
منشور في: (2023)

Classification and Explanation of Different Internet of Things (IoT) Network Attacks using Machine Learning, Deep Learning and XAI
بواسطة: Tasnim, Anika, وآخرون
منشور في: (2022)

Flood prediction using machine learning models
بواسطة: Syeed, Miah Mohammad Asif, وآخرون
منشور في: (2022)

Share market forecasting with LSTM neural network and sentimental trend prediction
بواسطة: Rony, Ismail Hossain, وآخرون
منشور في: (2020)

Credit card fraud detection using machine learning techniques
بواسطة: Kabir, Tasmia, وآخرون
منشور في: (2021)

The applications of data mining and machine learning in Bangladesh for disease pattern analysis and prediction
بواسطة: Mahmud, Mahmudul Hasan
منشور في: (2021)

A supervised learning approach by machine learning and deep learning algorithms to predict type II DM risk
بواسطة: Farabe, Abdullah Al, وآخرون
منشور في: (2021)

Cardiovascular disease prediction model using Machine Learning Algorithm
بواسطة: Arefin Mirdha, MD Shamsul
منشور في: (2023)

A voice signal based gender prediction model using random forest classifier
بواسطة: Ahmed, Saif, وآخرون
منشور في: (2018)

Economic crisis prediction due to pandemic outbreak using machine learning
بواسطة: Ahmed, Tanvir, وآخرون
منشور في: (2021)

Finding ideal geographical location for businesses using machine learning technique
بواسطة: Mahmud, Mir Ibtid, وآخرون
منشور في: (2022)

Utilizing machine learning to project the nancial outcomes of reconnecting with potential customers of the same industry
بواسطة: Hossain, Shoumik, وآخرون
منشور في: (2022)

A machine learning approach on classifying orthopedic patients based on their biomechanical features
بواسطة: Hasan, Kamrul, وآخرون
منشور في: (2018)

Early grade prediction using profile data
بواسطة: Iqbal, Sumaiya, وآخرون
منشور في: (2021)

Performance analysis of machine learning algorithms for Malware classification
بواسطة: Bushra, Raisa Hasan, وآخرون
منشور في: (2023)

Machine learning-based approach on predicting online shopping addiction using EEG signals
بواسطة: Nawer, Nafisa, وآخرون
منشور في: (2023)

Amazon product reviews sentiment analysis using supervised learning algorithms
بواسطة: Hawladar, Mohibullah, وآخرون
منشور في: (2021)

Accuracy of data analysis on university student's major subject and job sector prediction using KNN and decision tree algorithm
بواسطة: Ahmed, Istear, وآخرون
منشور في: (2023)

Time-Series Forecasting of Ethereum Price using Long Short-Term Memory (LSTM) Networks
بواسطة: Al-Wasee, Mohammad Samin, وآخرون
منشور في: (2022)

Scrutiny of electricity data for consumption and load forecasting
بواسطة: Islam, Samiul
منشور في: (2018)

Machine learning for stress prediction
بواسطة: Salehin, Sherajus, وآخرون
منشور في: (2023)

Intelligent assisted living in pregnancy
بواسطة: Zaman, S. M. Tanveer, وآخرون
منشور في: (2022)

Automated fabric color prediction
بواسطة: Muhtashima, Fawzia, وآخرون
منشور في: (2024)

Application of CNN based architectures in detection of distracted drivers
بواسطة: Arafin, Irfana, وآخرون
منشور في: (2023)

Effects of warranty on purchase decision of electronic products: an empirical research from the perspective of Bangladesh
بواسطة: Ullah, G. M. Shafayet, وآخرون
منشور في: (2016)

Fighting depression: psychological approaches among Bangladeshi university students
بواسطة: Sen, Sanjib Kumar, وآخرون
منشور في: (2022)

Behavior trees in robotics and Al /
بواسطة: Collendanchise, Michele, وآخرون
منشور في: (2019)

Predicting brain age from EEG signals using machine learning and neural network
بواسطة: Pratanu, Abul Mushfique Muslah, وآخرون
منشور في: (2023)

An advanced hospital rating system using machine learning and natural language processing
بواسطة: Tamjid, Ali Asgar, وآخرون
منشور في: (2023)

Sentimental analysis of food review contents to improve food culture and the quality of virtual content using natural language processing and machine learning
بواسطة: Sarkar, Ripa, وآخرون
منشور في: (2024)

The influence of neuromarketing: machine learning based empirical analysis
بواسطة: Muktadir, MD. Abdullah Al, وآخرون
منشور في: (2024)