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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας:	Nabi, Syed Tauhidun
Άλλοι συγγραφείς:	Alam, Golam Rabiul
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2024
Θέματα:	LTE networks Network planning Machine learning Deep learning Resource management Long-Term Evolution (Telecommunications)
Διαθέσιμο Online:	http://hdl.handle.net/10361/23113

Παρόμοια τεκμήρια

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

An android application to predict human activity using a deep learning LSTM model
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Έκδοση: (2024)

Implementation of machine learning to estimate the air pollutants such as Carbon dioxide, methane, nitrous oxide and total greenhouse gas emissions in Bangladesh
ανά: Biswas, Sunanda, κ.ά.
Έκδοση: (2022)

Leveraging sequential deep learning models for detecting multitude of human action categories
ανά: Pranta, Kazi Al Refat, κ.ά.
Έκδοση: (2024)

Damaged road detection using Image Processing and Deep Learning
ανά: Swadesh, Shimran Mahbub, κ.ά.
Έκδοση: (2022)

The influence of neuromarketing: machine learning based empirical analysis
ανά: Muktadir, MD. Abdullah Al, κ.ά.
Έκδοση: (2024)

Financial factors analysis for acquisition premium and anticipation using extreme gradient boosting and deep recurrent neural network
ανά: Rayhan, Mohammad, κ.ά.
Έκδοση: (2020)

A modern technique to detect potholes by Computer Vision and Deep Learning
ανά: Saif, Muntasir Mahmud, κ.ά.
Έκδοση: (2023)

Corn leaf disease detection using deep convolution neural network
ανά: Rabbi, Rawhatur, κ.ά.
Έκδοση: (2023)

An implementation and analysis of deep learning models for the detection of wheat diseases
ανά: Zubair, Ahmad, κ.ά.
Έκδοση: (2024)

An efficient deep learning approach to detect skin Cancer
ανά: Islam, Ashfaqul, κ.ά.
Έκδοση: (2022)

Application of CNN based architectures in detection of distracted drivers
ανά: Arafin, Irfana, κ.ά.
Έκδοση: (2023)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
ανά: Toufique, S.M, κ.ά.
Έκδοση: (2024)

Deep learning approaches for Bengali cyberbullying cetection on social media: a comparative study of BiLSTM, BiGRU and BERT models
ανά: Fahim, Kaji Mehedi Hasan, κ.ά.
Έκδοση: (2024)

Predicting crime using deep learning
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Έκδοση: (2024)

Cooperative game theory based load balancing in long term evolution network
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Έκδοση: (2016)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
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Έκδοση: (2022)

Smart companion agent for mental well-being through Deep Learning and NLP
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Έκδοση: (2021)

Real-time mastitis detection in livestock using deep learning and machine learning leveraging edge devices
ανά: Ghosh, Kawshik Kumar, κ.ά.
Έκδοση: (2023)

Sentiment analysis to determine employee job satisfaction using machine learning techniques
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Έκδοση: (2023)

Prostate cancer detection using deep learning neural network with transfer learning approach
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Έκδοση: (2022)

Yoga posture recognition using the deep learning process
ανά: Islam, Abidul, κ.ά.
Έκδοση: (2023)

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
ανά: Turjo, Aquib Abtahi, κ.ά.
Έκδοση: (2021)

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

Multimodal human detection in disaster situations using deep learning & artificial intelligence
ανά: Rafat, Md. Tasbi, κ.ά.
Έκδοση: (2023)

Document template identification and data extraction using machine learning and deep learning approach
ανά: Roy, Kaushik, κ.ά.
Έκδοση: (2024)

Predicting the outcome of purchasing a hotel package to assist policymakers using machine learning
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Έκδοση: (2023)

Predicting effectiveness of marketing through analyzing emotional context in advertisement using deep learning
ανά: Arafat, Sheikh Mohammad, κ.ά.
Έκδοση: (2021)

Real-time foul detection in football matches using machine learning techniques
ανά: Siddiqui, Bishal Sadi, κ.ά.
Έκδοση: (2024)

Behavior change analysis due to violent video gaming using deep learning models
ανά: Rahman, Akhlak Ur, κ.ά.
Έκδοση: (2024)

Hypothesizing precise cancer treatments based on patient survival using machine learning & deep learning
ανά: Sakib, Hasibul, κ.ά.
Έκδοση: (2024)

Verifying online signatures through an iterative device independent model
ανά: Tahsin, Samiha, κ.ά.
Έκδοση: (2024)

An efficient deep learning approach to classify white blood cells
ανά: Turja, Afif Ibna Kadir Khan, κ.ά.
Έκδοση: (2024)

Deep learning based arrhythmia classification on low-cost and low-compute MCU
ανά: Zishan, Md Abu Obaida, κ.ά.
Έκδοση: (2023)

An interpretable transformer based approach to classify Malaria from blood cell images
ανά: Islam, Mehafuza, κ.ά.
Έκδοση: (2023)

A deep learning approach towards soft biometrics attributes prediction using CNN
ανά: Kibria, Maharab, κ.ά.
Έκδοση: (2022)

Deep learning-based real-time pothole detection for avoiding road accident
ανά: Basher, Rafsan, κ.ά.
Έκδοση: (2022)

Detecting self-esteem level and depressive indication due to different parenting style using supervised learning techniques
ανά: Al Taawab, Abdullah, κ.ά.
Έκδοση: (2022)

Demystifying second hand car market in Bangladesh using multimodal machine learning techniques
ανά: Islam, Roman, κ.ά.
Έκδοση: (2024)

Classification of Bangla regional languages and recognition of artificial Bangla speech using deep learning
ανά: Hossain, Prommy Sultana
Έκδοση: (2022)