3G and 4G paging success rate based mobile network anomaly detection using supervised and unsupervised learning

3G and 4G paging success rate based mobile network anomaly detection using supervised and unsupervised learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Master of Science in Computer Science and Engineering, 2022.

Dades bibliogràfiques
Autor principal:	Ahasan, Md Rakibul
Altres autors:	Alam, Md. Golam Robiul
Format:	Thesis
Idioma:	English
Publicat:	Brac University 2022
Matèries:	Anomaly detection Supervised learning KPI Mobile Networks SMOTE Unsupervised learning K-Means DBSCAN HDBSCAN Autoencoder Algorithms Computer network architectures
Accés en línia:	http://hdl.handle.net/10361/17164

Ítems similars

LRFS: online shoppers’ behavior based efficient customer segmentation model
per: Khan, Riyo Hayat
Publicat: (2023)

A Study of gainful employment of learners receiving skills training in the informal sector using Machine Learning
per: Raizan, Syed Ahsan, et al.
Publicat: (2021)

Speech emotion detection using supervised, unsupervised and feature selection algorithms
per: Rifat, Abu Nuraiya Mahfuza Yesmin, et al.
Publicat: (2019)

Analysis on dengue severity using machine learning approach
per: Sayeed, Sanjana, et al.
Publicat: (2021)

Anomaly clustering based on correspondence analysis
per: Islam, Humayra
Publicat: (2018)

Anomaly detection In IoT using machine learning algorithms
per: Arko, Aritro Roy, et al.
Publicat: (2019)

Education content provider based on particular weaknesses of students: a unsupervised machine learning appro
per: Rahman, Shabab Intishar, et al.
Publicat: (2024)

Fake profile detection in social media using image processing and machine learning
per: Sen, Shuva, et al.
Publicat: (2021)

LRFMV: an efficient customer segmentation model for superstores
per: Toyeb, Md., et al.
Publicat: (2021)

Finding ideal geographical location for businesses using machine learning technique
per: Mahmud, Mir Ibtid, et al.
Publicat: (2022)

Classiﬁcation of damaged vegetation areas using convolutional neural network over satellite images
per: Haque, Samiha, et al.
Publicat: (2021)

Learning algorithms for anomaly detection from images
per: Ahmed, Tarem, et al.
Publicat: (2018)

Identification and comparative analysis of potholes using image processing algorithms
per: Anik, Fahim Shahriare, et al.
Publicat: (2018)

Supervision in thought and action /
per: Lucio, William H.
Publicat: (1979)

Customer segmentation using K-means
per: Mahdee, Nafis, et al.
Publicat: (2022)

Gene expression analysis using machine learning
per: Mostafa, Naﬁs
Publicat: (2021)

Automated intruder detection from image sequences using minimum volume sets
per: Ahmed, Tarem, et al.
Publicat: (2016)

Excellence in supervision : essential skills for the new supervisor /
per: Conlow, Rick
Publicat: (2004)

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

Introduction to creative supervision /
per: Burby, Raymond J., 1916-
Publicat: (1980)

Prediction of coronary heart diseases using supervised machine learning algorithms
per: Salam, Nazia Binte, et al.
Publicat: (2023)

Agricultural analysis and crop yield prediction of Habiganj using multispectral bands of satellite imagery with machine learning
per: Shahrin, Fariha, et al.
Publicat: (2021)

Detecting anomalies in human eyes using structural similarity index measurement
per: Jahan, Monwar, et al.
Publicat: (2019)

An introduction to basic supervision of people /
per: Burby, Raymond J., 1916-
Publicat: (1966)

The role of artificial intelligent in streamlining assurance and supervision procedures for CVC Finance Limited
per: Salman, Md. Mostafa
Publicat: (2024)

Implementation of neural network in game engine to create smart bot and behavior analysis
per: Shovon, Zamshed Khan, et al.
Publicat: (2018)

ML based performance assurance and VoC management of highly convergence mobile operator network.
per: Rahman, Md. Arifur
Publicat: (2024)

Performance analysis of intrusion detection systems using the PyCaret machine learning library on the UNSW-NB15 dataset
per: Abdullah, et al.
Publicat: (2021)

Automatic text summarization using Gensim Word2Vec and K-Means Clustering Algorithm
per: Haider, Mofiz Mojib, et al.
Publicat: (2021)

UAV assisted cooperative caching on network edge using multi agent Actor critic reinforcement learning
per: Araf, Sadman, et al.
Publicat: (2021)

Demystifying machine learning models for IOT attack detection with explainable AI
per: Muna, Rabeya Khatun, et al.
Publicat: (2021)

Identifying Bangla deceptive news using machine learning and deep learning algorithms
per: Piyal, Anindya Roy, et al.
Publicat: (2023)

Predicting effectiveness of marketing through analyzing emotional context in advertisement using deep learning
per: Arafat, Sheikh Mohammad, et al.
Publicat: (2021)

Brain tumor detection through image processing
per: Azmim, Tahaziba, et al.
Publicat: (2021)

Predicting crime using deep learning
per: Shihab, Muhammad Nafees, et al.
Publicat: (2024)

Assessment of procurement process of carriage rehabilitation project at Saidpur workshop implemented by Bangladesh railway based on Key Performance Indicators (KPI
per: Rahman , Md. Habibur
Publicat: (2021)

N.P.K. based crop suggesting model
per: Iftekher, Asif, et al.
Publicat: (2020)

Bangla number plate recognition from noisy video footage using deep learning
per: Chowdhury, Mahfuzur Rahman, et al.
Publicat: (2021)

The hundred-page machine learning /
per: Burkov, Andriy
Publicat: (2019)

An autoencoder-based decentralized clustering leveraging model aggregation fusion strategy
per: Hasan, Nahid
Publicat: (2024)