Unleashing potential: a data-driven exploration of identifying player potentialities through advanced analytics in sports

Unleashing potential: a data-driven exploration of identifying player potentialities through advanced analytics in sports

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2024.

Detaylı Bibliyografya
Asıl Yazarlar:	Bhowmik, Prashanta, Islam, Md. Khaliful, Khan, Nabil Shartaj, Acharjee, Ananna
Diğer Yazarlar:	Nahim, Nabuat Zaman
Materyal Türü:	Tez
Dil:	English
Baskı/Yayın Bilgisi:	Brac University 2024
Konular:	Machine learning Sofifa dataset Random forest regressor Linear regressor KNeighbors regressor Neural network Sports analytics CatBoost regressor LightGBM regressor Neural networks (Computer science)
Online Erişim:	http://hdl.handle.net/10361/22753

Benzer Materyaller

Early detection of chronic kidney disease using machine learning
Yazar:: Abrar, Tahmid, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Forecasting bitcoin price considering macro economic factors and media influence using bidirectional LSTM and random forest regressor as ensemble model
Yazar:: Ghose, Swattic, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Unveiling underlying patterns, drivers and anomalies in cryptocurrency price dynamics through feature fusion of financial indicators and sentiment fluctuations
Yazar:: Rabbi, Md. Nafis
Baskı/Yayın Bilgisi: (2024)

Avoid a Fall or Fly Again : Turning Points of State Fragility /
Yazar:: Akanbi, Olusegun Ayodele
Baskı/Yayın Bilgisi: (2021)

Into the heart of Bangla speech: advancing speech sentiment recognition with semi-supervised multimodal machine learning model leveraging an iterative SHAP-based feature selection
Yazar:: Shruti, Abanti Chakraborty
Baskı/Yayın Bilgisi: (2024)

Prediction of bipolar disorder from mental episodes using machine learning approach
Yazar:: Tasmeem, Sumaiya, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Detecting online recruitment fraud by using machine learning
Yazar:: Ghosh, Gitanjali, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

A machine learning approach to detect DeepFake videos
Yazar:: Hassan, Md. Mahedi, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Chronic kidney disease detection using ensemble classi ers and feature set reduction
Yazar:: Shawan, Naveed Rahman, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Learning a deep neural network for predicting phishing website
Yazar:: Das, Robat, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Crop prediction based on geographical and climatic data using machine learning and deep learning
Yazar:: Alif, Al Amin, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

An efficient deep learning approach to classify white blood cells
Yazar:: Turja, Afif Ibna Kadir Khan, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Prediction of acute lymphoid leukemia using Privacy Preserving Neural Network
Yazar:: Khilji, Ishfaque Qamar, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

A conventional & deep learning strategy for analyzing & detecting Bengali fake news in online medium
Yazar:: Ahmed, Istiak, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Using deep learning algorithms to detect violent activities
Yazar:: Ammar, S.M. Rojin, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Emotion analysis using machine learning model and deep learning model on DEAP dataset
Yazar:: Hasan, Anita, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Demystifying second hand car market in Bangladesh using multimodal machine learning techniques
Yazar:: Islam, Roman, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Crowd source based traffic analysis using machine learning algorithm
Yazar:: Orthy, Marzia Khan, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

An analysis of word sense disambiguation in Bangla and English using supervised learning and a deep neural network classifier
Yazar:: Pasha, Maroof Ur Rahman
Baskı/Yayın Bilgisi: (2016)

Heart disease prediction using techniques of classification in machine learning
Yazar:: Afrose, Sadia, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
Yazar:: Sakir, Adnan, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

An efficient ML approach to detect brain tumor using MRI images
Yazar:: Muktadir, MD. Arafat, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

A machine learning approach to predict movie box-office success
Yazar:: Quader, Nahid, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

Predicting peak performance of a cricket player using machine learning and data analytics
Yazar:: Azam, Akif, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

A comparative performance analysis of accident anticipation with deep learning extractors
Yazar:: Mostak, Alfi Mashab, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Classification of retinal diseases from OCT images using deep learning models
Yazar:: Mokarrom, Md Saif, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Detection of handwritten text using convolutional neural network
Yazar:: Jasim, Rabib Bin, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Visual object classification from fMRI data
Yazar:: Newaz, Syed Mishar, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Human Activity Recognition using wearable body sensor by machine learning approach
Yazar:: Promi, Sadia Tangim, ve diğerleri
Baskı/Yayın Bilgisi: (2020)

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
Yazar:: Ferdous, Md.Rubaiat, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Corn leaf disease detection using deep convolution neural network
Yazar:: Rabbi, Rawhatur, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Bangla grammar and spelling check using machine learning
Yazar:: Ahmed, Foysal, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Silent voice: harnessing deep learning for lip-reading in Bangla
Yazar:: Shaheen, Munia, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Towards solving perception based autonomous driving assistant system
Yazar:: Hossain, Md. Arafat, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
Yazar:: Datta, Nirjhor, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
Yazar:: Ifty, Md. Hasin Sarwar, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Leveraging sequential deep learning models for detecting multitude of human action categories
Yazar:: Pranta, Kazi Al Refat, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
Yazar:: Turjo, Aquib Abtahi, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

SCAMM: detection and prevention of SQL injection attacks using a machine learning approach
Yazar:: Alam, Auninda, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

An efficient deep learning approach to detect skin Cancer
Yazar:: Islam, Ashfaqul, ve diğerleri
Baskı/Yayın Bilgisi: (2022)