Utilizing machine learning to project the nancial outcomes of reconnecting with potential customers of the same industry

Utilizing machine learning to project the nancial outcomes of reconnecting with potential customers of the same industry

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

Manylion Llyfryddiaeth
Prif Awduron:	Hossain, Shoumik, Fahmiduzzaman, Quazi, Payel, Nehrin Siddique, Hossain, Mohammad Shahriar, Hossain, Nabil
Awduron Eraill:	Mostakim, Moin
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2022
Pynciau:	Customer segmentation Long Short-Term Memory (LSTM) Networks Deep learning Multi-layer perceptron K-nearest Neighbor (KNN) algorithm Machine learning Computer algorithms.
Mynediad Ar-lein:	http://hdl.handle.net/10361/15986

Eitemau Tebyg

An approach to detect epileptic seizure using XAI and machine learning
gan: Bijoy, Emam Hasan, et al.
Cyhoeddwyd: (2022)

Enhancing crops production based on environmental status using machine learning techniques
gan: Talukder, Shiyam, et al.
Cyhoeddwyd: (2021)

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

A feature selection approach to determine obesity using machine learning method
gan: Antor, Shahidul Alam, et al.
Cyhoeddwyd: (2021)

Performance analysis of machine learning algorithms for Malware classification
gan: Bushra, Raisa Hasan, et al.
Cyhoeddwyd: (2023)

Prediction of earthquakes: a step towards predicting the unpredictable
gan: Chowdhury, Maheen, et al.
Cyhoeddwyd: (2023)

Flood prediction using machine learning models
gan: Syeed, Miah Mohammad Asif, et al.
Cyhoeddwyd: (2022)

Polycystic ovary syndrome detection using neural network.
gan: Istiyaq, Tahsin, et al.
Cyhoeddwyd: (2024)

Sentiment analysis to determine employee job satisfaction using machine learning techniques
gan: Mouli, Nazifa, et al.
Cyhoeddwyd: (2023)

Supervising vehicle using pattern recognition
gan: Lushan, Mihodi Hasan, et al.
Cyhoeddwyd: (2018)

Genetic algorithms in search, optimization, and machine learning /
gan: Goldberg, David E. (David Edward), 1953-
Cyhoeddwyd: (1989)

Machine Learning /
gan: Mitchell, Tom M. (Tom Michael), 1951-
Cyhoeddwyd: (1997)

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

Federated ensemble-learning for transport mode detection in vehicular edge network
gan: Alam, MD. Mustakin, et al.
Cyhoeddwyd: (2023)

Smart biomedical device to predict lung diseases, COVID-19 and diabetes by using machine learning algorithms
gan: Hossain, Ashraful, et al.
Cyhoeddwyd: (2024)

Cardiovascular disease prediction model using Machine Learning Algorithm
gan: Arefin Mirdha, MD Shamsul
Cyhoeddwyd: (2023)

Human recognition using wireless router signal
gan: Chowdhury, S. M. A. Muksit, et al.
Cyhoeddwyd: (2019)

Effectiveness of data mining in predicting heart diseases
gan: Afrin, Shahria, et al.
Cyhoeddwyd: (2018)

Multi-layer security analysis and implementation of smartphone based ATM
gan: Farid, Imran, et al.
Cyhoeddwyd: (2017)

EMG controlled bionic robotic arm using artificial intelligence and machine learning
gan: Rupom, Farhan Fuad, et al.
Cyhoeddwyd: (2021)

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

A supervised learning approach by machine learning and deep learning algorithms to predict type II DM risk
gan: Farabe, Abdullah Al, et al.
Cyhoeddwyd: (2021)

Accuracy of data analysis on university student's major subject and job sector prediction using KNN and decision tree algorithm
gan: Ahmed, Istear, et al.
Cyhoeddwyd: (2023)

Foundations of machine learning /
gan: Mohri, Mehryar, et al.
Cyhoeddwyd: (2018)

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

Rating detection by reviews using ML and NLP towards mobile phone recommendation
gan: Sarker, Md Wafi, et al.
Cyhoeddwyd: (2023)

Comparative analysis between machine learning algorithms in efficiency of Coronary Heart Disease (CHD) prediction
gan: Oishi, Fayza Rezwana, et al.
Cyhoeddwyd: (2020)

PDFGuardian: An innovative approach to interpretable PDF malware detection using XAI with SHAP framework
gan: Rahman, Tahsinur, et al.
Cyhoeddwyd: (2023)

Predicting criminal activities analyzing video signal using machine learning
gan: Sadman, Syed Md., et al.
Cyhoeddwyd: (2021)

Investigating music algorithm in neural information processing: robust feature extraction for emotional state classification from multichannel EEG signals
gan: Hossain, Md. Sakib Abrar
Cyhoeddwyd: (2021)

Crowd source based traffic analysis using machine learning algorithm
gan: Orthy, Marzia Khan, et al.
Cyhoeddwyd: (2018)

Kidney Disease detection and classification from CT Images using Watershed Segmentation and Deep Learning.
gan: Hossain, Mohammad Sakib, et al.
Cyhoeddwyd: (2023)

Analysis of quantum algorithms
gan: Farastu, Paresha, et al.
Cyhoeddwyd: (2018)

Design and analysis of algorithms /
gan: Dave, Parag H
Cyhoeddwyd: (2008)

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

A machine learning approach on classifying orthopedic patients based on their biomechanical features
gan: Hasan, Kamrul, et al.
Cyhoeddwyd: (2018)

Subjectivity analysis using machine learning algorithm
gan: Ahmed, Erfan, et al.
Cyhoeddwyd: (2017)

Skin disease detection and classification using deep learning
gan: Shuvon, Mehedi Hasan, et al.
Cyhoeddwyd: (2022)

Market sales prospecting by analyzing customer buying pattern using machine learning
gan: Ahmed, Tanjil, et al.
Cyhoeddwyd: (2019)

An active-learning based training-schedule for biomedical image segmentation on deep neural networks
gan: Hassan, Mehadi, et al.
Cyhoeddwyd: (2021)