Empowering mobile network planning through deep learning: a path to democratization

Empowering mobile network planning through deep learning: a path to democratization

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

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Nabi, Syed Tauhidun
مؤلفون آخرون:	Alam, Golam Rabiul
التنسيق:	أطروحة
اللغة:	English
منشور في:	Brac University 2024
الموضوعات:	LTE networks Network planning Machine learning Deep learning Resource management Long-Term Evolution (Telecommunications)
الوصول للمادة أونلاين:	http://hdl.handle.net/10361/23113

مواد مشابهة

A deep dive into node-level analysis with fusion RNN model for smart LTE network monitoring
بواسطة: Islam, Md Rashidul
منشور في: (2024)

Deep learning : foundations and concepts /
بواسطة: Bishop, Christopher M.
منشور في: (2024)

Implementation of machine learning to estimate the air pollutants such as Carbon dioxide, methane, nitrous oxide and total greenhouse gas emissions in Bangladesh
بواسطة: Biswas, Sunanda, وآخرون
منشور في: (2022)

An android application to predict human activity using a deep learning LSTM model
بواسطة: Sikder, Debabrata
منشور في: (2024)

Leveraging sequential deep learning models for detecting multitude of human action categories
بواسطة: Pranta, Kazi Al Refat, وآخرون
منشور في: (2024)

Damaged road detection using Image Processing and Deep Learning
بواسطة: Swadesh, Shimran Mahbub, وآخرون
منشور في: (2022)

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

Financial factors analysis for acquisition premium and anticipation using extreme gradient boosting and deep recurrent neural network
بواسطة: Rayhan, Mohammad, وآخرون
منشور في: (2020)

A modern technique to detect potholes by Computer Vision and Deep Learning
بواسطة: Saif, Muntasir Mahmud, وآخرون
منشور في: (2023)

Corn leaf disease detection using deep convolution neural network
بواسطة: Rabbi, Rawhatur, وآخرون
منشور في: (2023)

An implementation and analysis of deep learning models for the detection of wheat diseases
بواسطة: Zubair, Ahmad, وآخرون
منشور في: (2024)

An efficient deep learning approach to detect skin Cancer
بواسطة: Islam, Ashfaqul, وآخرون
منشور في: (2022)

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

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
بواسطة: Toufique, S.M, وآخرون
منشور في: (2024)

Deep learning approaches for Bengali cyberbullying cetection on social media: a comparative study of BiLSTM, BiGRU and BERT models
بواسطة: Fahim, Kaji Mehedi Hasan, وآخرون
منشور في: (2024)

Predicting crime using deep learning
بواسطة: Shihab, Muhammad Nafees, وآخرون
منشور في: (2024)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
بواسطة: Hasan, M. M. Kamrul, وآخرون
منشور في: (2022)

Cooperative game theory based load balancing in long term evolution network
بواسطة: Intesar, Sadia, وآخرون
منشور في: (2016)

Smart companion agent for mental well-being through Deep Learning and NLP
بواسطة: Khan, Rafiur, وآخرون
منشور في: (2021)

Real-time mastitis detection in livestock using deep learning and machine learning leveraging edge devices
بواسطة: Ghosh, Kawshik Kumar, وآخرون
منشور في: (2023)

Sentiment analysis to determine employee job satisfaction using machine learning techniques
بواسطة: Mouli, Nazifa, وآخرون
منشور في: (2023)

Prostate cancer detection using deep learning neural network with transfer learning approach
بواسطة: Badhon, Ariful Islam Mahmud, وآخرون
منشور في: (2022)

Yoga posture recognition using the deep learning process
بواسطة: Islam, Abidul, وآخرون
منشور في: (2023)

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
بواسطة: Turjo, Aquib Abtahi, وآخرون
منشور في: (2021)

DeepWPD: A deep learning based wavelet packet decomposition to remove Moiré pattern from screen capture images.
بواسطة: Khan, Ibrahim
منشور في: (2023)

Multimodal human detection in disaster situations using deep learning & artificial intelligence
بواسطة: Rafat, Md. Tasbi, وآخرون
منشور في: (2023)

Predicting the outcome of purchasing a hotel package to assist policymakers using machine learning
بواسطة: Islam, Zahedul, وآخرون
منشور في: (2023)

Document template identification and data extraction using machine learning and deep learning approach
بواسطة: Roy, Kaushik, وآخرون
منشور في: (2024)

Predicting effectiveness of marketing through analyzing emotional context in advertisement using deep learning
بواسطة: Arafat, Sheikh Mohammad, وآخرون
منشور في: (2021)

Real-time foul detection in football matches using machine learning techniques
بواسطة: Siddiqui, Bishal Sadi, وآخرون
منشور في: (2024)

Behavior change analysis due to violent video gaming using deep learning models
بواسطة: Rahman, Akhlak Ur, وآخرون
منشور في: (2024)

Hypothesizing precise cancer treatments based on patient survival using machine learning & deep learning
بواسطة: Sakib, Hasibul, وآخرون
منشور في: (2024)

Verifying online signatures through an iterative device independent model
بواسطة: Tahsin, Samiha, وآخرون
منشور في: (2024)

An efficient deep learning approach to classify white blood cells
بواسطة: Turja, Afif Ibna Kadir Khan, وآخرون
منشور في: (2024)

Deep learning based arrhythmia classification on low-cost and low-compute MCU
بواسطة: Zishan, Md Abu Obaida, وآخرون
منشور في: (2023)

An interpretable transformer based approach to classify Malaria from blood cell images
بواسطة: Islam, Mehafuza, وآخرون
منشور في: (2023)

A deep learning approach towards soft biometrics attributes prediction using CNN
بواسطة: Kibria, Maharab, وآخرون
منشور في: (2022)

Detecting self-esteem level and depressive indication due to different parenting style using supervised learning techniques
بواسطة: Al Taawab, Abdullah, وآخرون
منشور في: (2022)

Demystifying second hand car market in Bangladesh using multimodal machine learning techniques
بواسطة: Islam, Roman, وآخرون
منشور في: (2024)

Deep learning-based real-time pothole detection for avoiding road accident
بواسطة: Basher, Rafsan, وآخرون
منشور في: (2022)