Water quality monitoring using machine learning and Internet Of Things (IoT)

Water quality monitoring using machine learning and Internet Of Things (IoT)

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

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Rahman, Naveed, Nir, Riaz Uddin Ahmed, Tithi, Saila Hasan, Shupti, Baishakhi Rani Das
Rannpháirtithe:	Mohsin, Abu S.M.
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2021
Ábhair:	Water quality monitoring(WQM) Water pollution pH TDS Turbidity Machine learning and future prediction Machine learning Internet of things
Rochtain ar líne:	http://hdl.handle.net/10361/14935

Míreanna comhchosúla

Smart measurement of water quality parameters and monitoring fish health
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Foilsithe / Cruthaithe: (2021)

Classification and Explanation of Different Internet of Things (IoT) Network Attacks using Machine Learning, Deep Learning and XAI
de réir: Tasnim, Anika, et al.
Foilsithe / Cruthaithe: (2022)

Fault detection and predictive maintenance in IoT-based building management system using machine learning
de réir: Sabuj, Khaja Sheikh Imran, et al.
Foilsithe / Cruthaithe: (2022)

Bio-sorption studies of chromium (VI) ions with modified chicken feathers
de réir: Shaima, Nabila Afrin
Foilsithe / Cruthaithe: (2022)

Botnet detection In IoT devices using machine learning
de réir: Rouf, Shakir, et al.
Foilsithe / Cruthaithe: (2020)

Machine learning as an indicator for breast cancer prediction
de réir: Shadman, Tahsin Mohammed, et al.
Foilsithe / Cruthaithe: (2019)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
de réir: Toufique, S.M, et al.
Foilsithe / Cruthaithe: (2024)

An effective real-time flood disaster management with automated GSM warning system
de réir: Faruk, Omar, et al.
Foilsithe / Cruthaithe: (2024)

IoT based automated entry system with integration of Covid-19 symptom detection
de réir: Ruhin, Rubaiyat Alam, et al.
Foilsithe / Cruthaithe: (2024)

Use of machine learning and weather predictions to bridge the gap between consumer demands and the market requirements of food crops
de réir: Hasan, Raad, et al.
Foilsithe / Cruthaithe: (2021)

Child Safe Browser Extension: A Browser Extension to Detect Adultery and Violent Content to Make Safer Web for Children
de réir: Alhossen, Md., et al.
Foilsithe / Cruthaithe: (2021)

IoT based air components collection for machine learning reinforcement
de réir: Islam, Tanjima, et al.
Foilsithe / Cruthaithe: (2024)

Anomaly detection In IoT using machine learning algorithms
de réir: Arko, Aritro Roy, et al.
Foilsithe / Cruthaithe: (2019)

Predicting climate induced floods using machine learning
de réir: Saleh, Chowdhury Nafis, et al.
Foilsithe / Cruthaithe: (2022)

Explainable artificial intelligence and model calibration for water quality prediction
de réir: Hellen, Nakayiza
Foilsithe / Cruthaithe: (2022)

Investigation assistant with suspect anticipating intelligence
de réir: Abdullah, Saqueeb, et al.
Foilsithe / Cruthaithe: (2019)

Developing a machine learning based prognostic model and a supporting web-based application for predicting the possibility of early diabetes and diabetic kidney disease
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Health monitoring IoT device with risk prediction using cloud computing and machine learning
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Foilsithe / Cruthaithe: (2021)

Identification of multi drug resistant bacteria from local fresh juice and industrially processed juice
de réir: Abanti, Rifah Tasnia, et al.
Foilsithe / Cruthaithe: (2023)

Weather Pattern Extraction using Statistical Methods & Machine Learning Techniques
de réir: Habib, Adria Binte
Foilsithe / Cruthaithe: (2021)

An implementation and analysis of deep learning models for the detection of wheat diseases
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Foilsithe / Cruthaithe: (2024)

Predicting the outcome of purchasing a hotel package to assist policymakers using machine learning
de réir: Islam, Zahedul, et al.
Foilsithe / Cruthaithe: (2023)

Demystifying second hand car market in Bangladesh using multimodal machine learning techniques
de réir: Islam, Roman, et al.
Foilsithe / Cruthaithe: (2024)

Forecasting Dhaka stock exchange prices using machine learning models: a Performance analysis
de réir: Alam, Md. Iftekharul, et al.
Foilsithe / Cruthaithe: (2024)

Intrusion of Malware (DDoS) detection in IoT devices using Machine Learning on Cyberspace
de réir: Al Amin, Istiak, et al.
Foilsithe / Cruthaithe: (2022)

A classification and prediction based approach for real-time ETP outlet monitoring through E-IoT and remote sensing using machine learning and deep learning
de réir: Hossain, Md. Mehedi, et al.
Foilsithe / Cruthaithe: (2021)

N.P.K. based crop suggesting model
de réir: Iftekher, Asif, et al.
Foilsithe / Cruthaithe: (2020)

Application of CNN based architectures in detection of distracted drivers
de réir: Arafin, Irfana, et al.
Foilsithe / Cruthaithe: (2023)

Exploration of yeast candida zeylonoides with special references to probiotic activity isolated from mozzarella cheese
de réir: Shamshad, Ritwika
Foilsithe / Cruthaithe: (2021)

Emotion analysis using machine learning model and deep learning model on DEAP dataset
de réir: Hasan, Anita, et al.
Foilsithe / Cruthaithe: (2022)

Yield prediction for precision agriculture using extreme gradient boosting and support vector regression
de réir: Ahmed, Md. Sabbir, et al.
Foilsithe / Cruthaithe: (2021)

Machine learning based data processing and latency reduction in the internet of things for agriculture
de réir: Rahman, Sajeed Ur, et al.
Foilsithe / Cruthaithe: (2019)

A study on coastal water pollution of Bangladesh in the Bay of Bengal
de réir: Rahman, Mohammad Mizanur
Foilsithe / Cruthaithe: (2010)

A deep learning approach to predict crypto-currency price by evaluating sentiment and stock market correlations
de réir: Maliha, Miftahul Zannat, et al.
Foilsithe / Cruthaithe: (2023)

A counseling system to predict the study path for freshmen
de réir: Usha, Rowshni Tasneem, et al.
Foilsithe / Cruthaithe: (2019)

Share market forecasting with LSTM neural network and sentimental trend prediction
de réir: Rony, Ismail Hossain, et al.
Foilsithe / Cruthaithe: (2020)

Heart disease prediction using machine learning algorithms
de réir: Ali, Musfiq, et al.
Foilsithe / Cruthaithe: (2019)

Enhancing underwater object detection through water artifact removal and using ensemble transfer learning
de réir: Saikat, Nayem Hossain, et al.
Foilsithe / Cruthaithe: (2024)

Machine learning for stress prediction
de réir: Salehin, Sherajus, et al.
Foilsithe / Cruthaithe: (2023)

Chronic kidney disease detection using ensemble classi ers and feature set reduction
de réir: Shawan, Naveed Rahman, et al.
Foilsithe / Cruthaithe: (2019)