A deep dive into node-level analysis with fusion RNN model for smart LTE network monitoring

A deep dive into node-level analysis with fusion RNN model for smart LTE network monitoring

This thesis is submitted in partial fulfillment of the requirements for the degree of Master of Science in Computer Science and Engineering, 2023.

Chi tiết về thư mục
Tác giả chính:	Islam, Md Rashidul
Tác giả khác:	Alam, Golam Rabiul
Định dạng:	Luận văn
Ngôn ngữ:	English
Được phát hành:	Brac University 2024
Những chủ đề:	LTE networks Machine learning Deep learning Mobile network capacity Resource management Long-Term Evolution (Telecommunications)
Truy cập trực tuyến:	http://hdl.handle.net/10361/23110

Những quyển sách tương tự

Empowering mobile network planning through deep learning: a path to democratization
Bằng: Nabi, Syed Tauhidun
Được phát hành: (2024)

An android application to predict human activity using a deep learning LSTM model
Bằng: Sikder, Debabrata
Được phát hành: (2024)

Implementation of machine learning to estimate the air pollutants such as Carbon dioxide, methane, nitrous oxide and total greenhouse gas emissions in Bangladesh
Bằng: Biswas, Sunanda, et al.
Được phát hành: (2022)

Leveraging sequential deep learning models for detecting multitude of human action categories
Bằng: Pranta, Kazi Al Refat, et al.
Được phát hành: (2024)

Damaged road detection using Image Processing and Deep Learning
Bằng: Swadesh, Shimran Mahbub, et al.
Được phát hành: (2022)

The influence of neuromarketing: machine learning based empirical analysis
Bằng: Muktadir, MD. Abdullah Al, et al.
Được phát hành: (2024)

Financial factors analysis for acquisition premium and anticipation using extreme gradient boosting and deep recurrent neural network
Bằng: Rayhan, Mohammad, et al.
Được phát hành: (2020)

A modern technique to detect potholes by Computer Vision and Deep Learning
Bằng: Saif, Muntasir Mahmud, et al.
Được phát hành: (2023)

Corn leaf disease detection using deep convolution neural network
Bằng: Rabbi, Rawhatur, et al.
Được phát hành: (2023)

An efficient deep learning approach to detect skin Cancer
Bằng: Islam, Ashfaqul, et al.
Được phát hành: (2022)

An implementation and analysis of deep learning models for the detection of wheat diseases
Bằng: Zubair, Ahmad, et al.
Được phát hành: (2024)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
Bằng: Toufique, S.M, et al.
Được phát hành: (2024)

Deep learning approaches for Bengali cyberbullying cetection on social media: a comparative study of BiLSTM, BiGRU and BERT models
Bằng: Fahim, Kaji Mehedi Hasan, et al.
Được phát hành: (2024)

Predicting crime using deep learning
Bằng: Shihab, Muhammad Nafees, et al.
Được phát hành: (2024)

Cooperative game theory based load balancing in long term evolution network
Bằng: Intesar, Sadia, et al.
Được phát hành: (2016)

Application of CNN based architectures in detection of distracted drivers
Bằng: Arafin, Irfana, et al.
Được phát hành: (2023)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
Bằng: Hasan, M. M. Kamrul, et al.
Được phát hành: (2022)

Recognition of Bangladeshi sign language from 2D videos using openpose and LSTM based RNN
Bằng: Dewanjee, Tanmoy, et al.
Được phát hành: (2021)

Real-time mastitis detection in livestock using deep learning and machine learning leveraging edge devices
Bằng: Ghosh, Kawshik Kumar, et al.
Được phát hành: (2023)

Sentiment analysis to determine employee job satisfaction using machine learning techniques
Bằng: Mouli, Nazifa, et al.
Được phát hành: (2023)

Prostate cancer detection using deep learning neural network with transfer learning approach
Bằng: Badhon, Ariful Islam Mahmud, et al.
Được phát hành: (2022)

Yoga posture recognition using the deep learning process
Bằng: Islam, Abidul, et al.
Được phát hành: (2023)

DeepWPD: A deep learning based wavelet packet decomposition to remove Moiré pattern from screen capture images.
Bằng: Khan, Ibrahim
Được phát hành: (2023)

Detecting self-esteem level and depressive indication due to different parenting style using supervised learning techniques
Bằng: Al Taawab, Abdullah, et al.
Được phát hành: (2022)

Multimodal human detection in disaster situations using deep learning & artificial intelligence
Bằng: Rafat, Md. Tasbi, et al.
Được phát hành: (2023)

Document template identification and data extraction using machine learning and deep learning approach
Bằng: Roy, Kaushik, et al.
Được phát hành: (2024)

Predicting the outcome of purchasing a hotel package to assist policymakers using machine learning
Bằng: Islam, Zahedul, et al.
Được phát hành: (2023)

Real-time foul detection in football matches using machine learning techniques
Bằng: Siddiqui, Bishal Sadi, et al.
Được phát hành: (2024)

Behavior change analysis due to violent video gaming using deep learning models
Bằng: Rahman, Akhlak Ur, et al.
Được phát hành: (2024)

Hypothesizing precise cancer treatments based on patient survival using machine learning & deep learning
Bằng: Sakib, Hasibul, et al.
Được phát hành: (2024)

An efficient deep learning approach to classify white blood cells
Bằng: Turja, Afif Ibna Kadir Khan, et al.
Được phát hành: (2024)

Deep learning based arrhythmia classification on low-cost and low-compute MCU
Bằng: Zishan, Md Abu Obaida, et al.
Được phát hành: (2023)

Smart companion agent for mental well-being through Deep Learning and NLP
Bằng: Khan, Rafiur, et al.
Được phát hành: (2021)

An interpretable transformer based approach to classify Malaria from blood cell images
Bằng: Islam, Mehafuza, et al.
Được phát hành: (2023)

A deep learning approach towards soft biometrics attributes prediction using CNN
Bằng: Kibria, Maharab, et al.
Được phát hành: (2022)

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
Bằng: Turjo, Aquib Abtahi, et al.
Được phát hành: (2021)

Deep learning-based real-time pothole detection for avoiding road accident
Bằng: Basher, Rafsan, et al.
Được phát hành: (2022)

Demystifying second hand car market in Bangladesh using multimodal machine learning techniques
Bằng: Islam, Roman, et al.
Được phát hành: (2024)

Classification of Bangla regional languages and recognition of artificial Bangla speech using deep learning
Bằng: Hossain, Prommy Sultana
Được phát hành: (2022)

Deep learning-based waste classification system for efficient waste management
Bằng: Nakib, Abdullah Al, et al.
Được phát hành: (2022)