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.

ग्रंथसूची विवरण
मुख्य लेखक:	Nabi, Syed Tauhidun
अन्य लेखक:	Alam, Golam Rabiul
स्वरूप:	थीसिस
भाषा:	English
प्रकाशित:	Brac University 2024
विषय:	LTE networks Network planning Machine learning Deep learning Resource management Long-Term Evolution (Telecommunications)
ऑनलाइन पहुंच:	http://hdl.handle.net/10361/23113

समान संसाधन

A deep dive into node-level analysis with fusion RNN model for smart LTE network monitoring
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An android application to predict human activity using a deep learning LSTM model
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Implementation of machine learning to estimate the air pollutants such as Carbon dioxide, methane, nitrous oxide and total greenhouse gas emissions in Bangladesh
द्वारा: Biswas, Sunanda, और अन्य
प्रकाशित: (2022)

Leveraging sequential deep learning models for detecting multitude of human action categories
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प्रकाशित: (2024)

Damaged road detection using Image Processing and Deep Learning
द्वारा: Swadesh, Shimran Mahbub, और अन्य
प्रकाशित: (2022)

The influence of neuromarketing: machine learning based empirical analysis
द्वारा: Muktadir, MD. Abdullah Al, और अन्य
प्रकाशित: (2024)

Financial factors analysis for acquisition premium and anticipation using extreme gradient boosting and deep recurrent neural network
द्वारा: Rayhan, Mohammad, और अन्य
प्रकाशित: (2020)

A modern technique to detect potholes by Computer Vision and Deep Learning
द्वारा: Saif, Muntasir Mahmud, और अन्य
प्रकाशित: (2023)

Corn leaf disease detection using deep convolution neural network
द्वारा: Rabbi, Rawhatur, और अन्य
प्रकाशित: (2023)

An implementation and analysis of deep learning models for the detection of wheat diseases
द्वारा: Zubair, Ahmad, और अन्य
प्रकाशित: (2024)

An efficient deep learning approach to detect skin Cancer
द्वारा: Islam, Ashfaqul, और अन्य
प्रकाशित: (2022)

Application of CNN based architectures in detection of distracted drivers
द्वारा: Arafin, Irfana, और अन्य
प्रकाशित: (2023)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
द्वारा: Toufique, S.M, और अन्य
प्रकाशित: (2024)

Deep learning approaches for Bengali cyberbullying cetection on social media: a comparative study of BiLSTM, BiGRU and BERT models
द्वारा: Fahim, Kaji Mehedi Hasan, और अन्य
प्रकाशित: (2024)

Predicting crime using deep learning
द्वारा: Shihab, Muhammad Nafees, और अन्य
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Cooperative game theory based load balancing in long term evolution network
द्वारा: Intesar, Sadia, और अन्य
प्रकाशित: (2016)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
द्वारा: Hasan, M. M. Kamrul, और अन्य
प्रकाशित: (2022)

Smart companion agent for mental well-being through Deep Learning and NLP
द्वारा: Khan, Rafiur, और अन्य
प्रकाशित: (2021)

Real-time mastitis detection in livestock using deep learning and machine learning leveraging edge devices
द्वारा: Ghosh, Kawshik Kumar, और अन्य
प्रकाशित: (2023)

Sentiment analysis to determine employee job satisfaction using machine learning techniques
द्वारा: Mouli, Nazifa, और अन्य
प्रकाशित: (2023)

Prostate cancer detection using deep learning neural network with transfer learning approach
द्वारा: Badhon, Ariful Islam Mahmud, और अन्य
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Yoga posture recognition using the deep learning process
द्वारा: Islam, Abidul, और अन्य
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Comparative analysis and implementation of credit risk prediction through distinct machine learning models
द्वारा: Turjo, Aquib Abtahi, और अन्य
प्रकाशित: (2021)

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

Multimodal human detection in disaster situations using deep learning & artificial intelligence
द्वारा: Rafat, Md. Tasbi, और अन्य
प्रकाशित: (2023)

Document template identification and data extraction using machine learning and deep learning approach
द्वारा: Roy, Kaushik, और अन्य
प्रकाशित: (2024)

Predicting the outcome of purchasing a hotel package to assist policymakers using machine learning
द्वारा: Islam, Zahedul, और अन्य
प्रकाशित: (2023)

Predicting effectiveness of marketing through analyzing emotional context in advertisement using deep learning
द्वारा: Arafat, Sheikh Mohammad, और अन्य
प्रकाशित: (2021)

Real-time foul detection in football matches using machine learning techniques
द्वारा: Siddiqui, Bishal Sadi, और अन्य
प्रकाशित: (2024)

Behavior change analysis due to violent video gaming using deep learning models
द्वारा: Rahman, Akhlak Ur, और अन्य
प्रकाशित: (2024)

Hypothesizing precise cancer treatments based on patient survival using machine learning & deep learning
द्वारा: Sakib, Hasibul, और अन्य
प्रकाशित: (2024)

Verifying online signatures through an iterative device independent model
द्वारा: Tahsin, Samiha, और अन्य
प्रकाशित: (2024)

An efficient deep learning approach to classify white blood cells
द्वारा: Turja, Afif Ibna Kadir Khan, और अन्य
प्रकाशित: (2024)

Deep learning based arrhythmia classification on low-cost and low-compute MCU
द्वारा: Zishan, Md Abu Obaida, और अन्य
प्रकाशित: (2023)

An interpretable transformer based approach to classify Malaria from blood cell images
द्वारा: Islam, Mehafuza, और अन्य
प्रकाशित: (2023)

A deep learning approach towards soft biometrics attributes prediction using CNN
द्वारा: Kibria, Maharab, और अन्य
प्रकाशित: (2022)

Deep learning-based real-time pothole detection for avoiding road accident
द्वारा: Basher, Rafsan, और अन्य
प्रकाशित: (2022)

Detecting self-esteem level and depressive indication due to different parenting style using supervised learning techniques
द्वारा: Al Taawab, Abdullah, और अन्य
प्रकाशित: (2022)

Demystifying second hand car market in Bangladesh using multimodal machine learning techniques
द्वारा: Islam, Roman, और अन्य
प्रकाशित: (2024)

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