Comparative analysis of machine learning techniques in optimal site selection

Comparative analysis of machine learning techniques in optimal site selection

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2023.

Manylion Llyfryddiaeth
Prif Awduron:	Aurnab, Aukik, Choudhury, Shaktiman, Ruhan, Shoubhick Roy, Rifaiya Abrar, Shikh Muhammad, Hossain Rabbi, S.M. Riyadh
Awduron Eraill:	Khan, Rubayat Ahmed
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2023
Pynciau:	Optimal Site Selection (OSS) Comparative analysis Boosting and stacking SVR Random forest XGBoost Ridge regression Lasso regression Elasticnet Convolutional Neural Network (CNN) Ensemble learning VGG16 VGG19 ResNet DenseNet InceptionV3 Root Mean Squared Error (RMSE) Mean Squared Error (MSE) Mean Absolute Error (MAE) Median Absolute Error (MedAE) Max error (ME) Median Absolute Deviation(MAD) Machine learning. Artificial intelligence.
Mynediad Ar-lein:	http://hdl.handle.net/10361/19150

Eitemau Tebyg

A note on the choice of the smoothing parameter in the kernel dinsity estimate
gan: Froelich, Daniel F., et al.
Cyhoeddwyd: (2010)

Error analysis in writing: a comparative study of Bangla medium and English medium schools in Dhaka
gan: Sayeed, Ireen
Cyhoeddwyd: (2017)

Error analysis in EFL writing classroom
gan: Karim, Abdul, et al.
Cyhoeddwyd: (2019)

Design and analysis of hierarchically modulated BICM-id receivers with low inter-layer interferences
gan: Tschauner, Matthias, et al.
Cyhoeddwyd: (2018)

Science in the looking glass
gan: Davies, E. B.

First language acquisition: Grammar in the speech of a two-year old Bangladesh child
gan: Nasrin, Sadia
Cyhoeddwyd: (2010)

Eye diseases: The neglected health condition among urban slum population of Dhaka, Bangladesh
gan: Sutradhar, Ipsita, et al.
Cyhoeddwyd: (2022)

Data reduction and error analysis for the physical sciences /
gan: Bevington, Philip R., 1933-
Cyhoeddwyd: (2003)

Error correction coding : mathematical methods and algorithms /
gan: Moon, Todd K.
Cyhoeddwyd: (2005)

The mayor of Lexington Avenue /
gan: Sheehan, James, 1949-
Cyhoeddwyd: (2005)

Survey on prescription errors in four different divisions of Bangladesh
gan: Areefin, Prethula
Cyhoeddwyd: (2021)

Data Dissemination Standards and the Statistical Quality of the IMF's World Economic Outlook Forecasts /
gan: Mrkaic, Mico
Cyhoeddwyd: (2010)

Impact of classroom interaction on English language learning at the secondary level of Bangladesh
gan: Rahman, Md. Ataur
Cyhoeddwyd: (2014)

Quantum error correction /
Cyhoeddwyd: (2013)

A comprehensive Bangla spelling checker
gan: Naushad UzZaman,, et al.
Cyhoeddwyd: (2010)

Depression classification with MDD (Major Depressive Disorder) using signal processing and machine learning
gan: Saleque, Shahriar, et al.
Cyhoeddwyd: (2021)

Effect of random perturbations on adaptive observation techniques
gan: Hossen, M. J., et al.
Cyhoeddwyd: (2016)

Longman dictionary of common errors /
gan: Turton, N.D
Cyhoeddwyd: (1998)

The survey on using oral corrective feedback in ESL classroom in Bangladeshi context
gan: Sultana, Razia
Cyhoeddwyd: (2016)

Errors and mistakes on writing: a study on an English Medium School
gan: Fariha, Anika Tabassum
Cyhoeddwyd: (2020)

Concordance in Business Cycles /
gan: McDermott, C.
Cyhoeddwyd: (2000)

Health shock and preference instability: Assessing health-state dependency of willingness-to-pay for corrective eyeglasses
gan: Islam, Muhammed Nazmul, et al.
Cyhoeddwyd: (2022)

A survey report on teachers’ thought and awareness of using oral corrective feedback in the primary level: context Bangladesh
gan: Akter, Shimul
Cyhoeddwyd: (2017)

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

Long : Horizon Exchange Rate Predictability? /
gan: Giorgianni, Lorenzo
Cyhoeddwyd: (1997)

The Demand for M1 in the United States : A Commenton Baba, Hendry, and Starr /
gan: Boughton, James
Cyhoeddwyd: (1993)

Bengali text summarization using TextRank, Fuzzy C-means and aggregated scoring techniques
gan: Rahman, Alvee, et al.
Cyhoeddwyd: (2019)

Problems and mis conceptions facing the primary language education in Bangladesh: an analysis of curricular and pedagogic practices
gan: Banu, L.F. Apnan
Cyhoeddwyd: (2010)

About looking /
gan: Berger, John
Cyhoeddwyd: (1991)

Development of null-subject sentences in Bangla speaking children
gan: Mitul, Ummy Fahmida
Cyhoeddwyd: (2021)

An analysis of sample designs and sampling errors of the demographic and health surveys /
gan: Le, Thanh N. 1957-
Cyhoeddwyd: (1997)

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

Interaction in second language classrooms
gan: Chowdhury, Shaheena
Cyhoeddwyd: (2010)

Benchmarking erasure coding schemes in openStack swift
gan: Noor, Khandaker Ishrak, et al.
Cyhoeddwyd: (2023)

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

Correlating lockdowns, mortality rates and air pollution: a deep learning imbued study of COVID-19
gan: Tabassum, Tahia, et al.
Cyhoeddwyd: (2021)

RansomListener: Ransom call sound investigation using LSTM and CNN Architectures
gan: Rahman, Rafeed, et al.
Cyhoeddwyd: (2021)

Simulation of carrier mobility through Graphene Nanoribbon based DNA sensor
gan: Hasan, Rifat, et al.
Cyhoeddwyd: (2016)

The innocent man /
gan: Grisham, John
Cyhoeddwyd: (2006)

An exploratory study of teacher’s oral corrective feedback in the government secondary schools of Bangladesh
gan: Roy, Josephine Esha
Cyhoeddwyd: (2016)