Demand forecasting on supply chain using ML and NN

Demand forecasting on supply chain using ML and NN

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

Manylion Llyfryddiaeth
Prif Awduron:	Hridi, Naoshin Anzum, Farhan, Md Sharior Hossain, Abed, Md. Junaed, Rafsan, Mohammad Nafiz Fuad
Awduron Eraill:	Hossain, Muhammad Iqbal
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2023
Pynciau:	Demand forecasting Supply chain sales Deep learning LSTM DNN Prophet NeuralProphet ARIMA SARIMA CNN RNN Cognitive learning theory Machine learning Neural networks (Computer science)
Mynediad Ar-lein:	http://hdl.handle.net/10361/18037

Eitemau Tebyg

Dhaka Stock Exchange stock price prediction using Machine Learning and Deep Learning Models
gan: Barua, Debalina
Cyhoeddwyd: (2023)

Analyzing area-wise air pollution level using machine learning for a better future
gan: Sihan, Sk. Atik Tajwar, et al.
Cyhoeddwyd: (2021)

Ancient prophecy :
gan: Nissinen, Martti

Stock price prediction using time series data
gan: Mazed, Mashtura
Cyhoeddwyd: (2019)

Learning a deep neural network for predicting phishing website
gan: Das, Robat, et al.
Cyhoeddwyd: (2019)

A conventional & deep learning strategy for analyzing & detecting Bengali fake news in online medium
gan: Ahmed, Istiak, et al.
Cyhoeddwyd: (2023)

Silent voice: harnessing deep learning for lip-reading in Bangla
gan: Shaheen, Munia, et al.
Cyhoeddwyd: (2024)

Deep learning based predictive analytics for decentralized content caching in hierarchical edge networks
gan: Chakraborty, Dhruba, et al.
Cyhoeddwyd: (2022)

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

An efficient ML approach to detect brain tumor using MRI images
gan: Muktadir, MD. Arafat, et al.
Cyhoeddwyd: (2024)

Muhammad, the Messenger of Allah : may Allah exalt his mention /
gan: Al-Sheha, Abdurrahman
Cyhoeddwyd: (2010)

A texture based industrial fault diagnosis model using Gammatone Filter Bank and transfer learning
gan: Morshed, Atique, et al.
Cyhoeddwyd: (2021)

Automated image caption generator in Bangla using multimodal learning
gan: Rodoshi, Mashiat Hasin, et al.
Cyhoeddwyd: (2023)

Hybrid recommendation system of intelligent captioning using deep learning networks
gan: Wasi, Ahamed Al, et al.
Cyhoeddwyd: (2024)

Intracranial hemorrhage detection using CNN-LSTM fusion model
gan: Ahmed, Kazi sabab, et al.
Cyhoeddwyd: (2022)

The first Muslim : the story of Muhammad /
gan: Hazleton, Lesley, 1945-
Cyhoeddwyd: (2013)

A computer vision based approach for stalking detection using CNN-LSTM hybrid model
gan: Iqbal, Shahriar, et al.
Cyhoeddwyd: (2023)

Leveraging sequential deep learning models for detecting multitude of human action categories
gan: Pranta, Kazi Al Refat, et al.
Cyhoeddwyd: (2024)

Recognition of Bangladeshi sign language from 2D videos using openpose and LSTM based RNN
gan: Dewanjee, Tanmoy, et al.
Cyhoeddwyd: (2021)

And Muhammad is his messenger : the veneration of the Prophet in Islamic piety /
gan: Schimmel, Annemarie, 1922-2003
Cyhoeddwyd: (1985)

A macroeconomic model for forecasting crude oil prices with Feedforward Neural Network Grid Search Experimentation
gan: Aunjum, Md. Ragib, et al.
Cyhoeddwyd: (2021)

Application of deep learning in MRI classification of Schizophrenia
gan: Joyee, Ramisa Fariha, et al.
Cyhoeddwyd: (2024)

Predicting regional accents of Bengali language using deep learning
gan: Ibrahim, Md. Abu, et al.
Cyhoeddwyd: (2022)

A machine learning approach to detect DeepFake videos
gan: Hassan, Md. Mahedi, et al.
Cyhoeddwyd: (2021)

Analysis of real-time hostile activitiy detection from spatiotemporal features using time distributed deep convolutional neural networks, recurrent neural networks and attention-based mechanisms
gan: Siddique, Labib Ahmed, et al.
Cyhoeddwyd: (2022)

Human sentiment analysis using natural language processing
gan: Shamya, Md. Shamiul Haque Khan, et al.
Cyhoeddwyd: (2024)

Weather Pattern Extraction using Statistical Methods & Machine Learning Techniques
gan: Habib, Adria Binte
Cyhoeddwyd: (2021)

An efficient deep learning approach to classify white blood cells
gan: Turja, Afif Ibna Kadir Khan, et al.
Cyhoeddwyd: (2024)

Visual object classification from fMRI data
gan: Newaz, Syed Mishar, et al.
Cyhoeddwyd: (2022)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
gan: Sakir, Adnan, et al.
Cyhoeddwyd: (2023)

Prediction of acute lymphoid leukemia using Privacy Preserving Neural Network
gan: Khilji, Ishfaque Qamar, et al.
Cyhoeddwyd: (2021)

Analysis of uncertainty in different neural network structures using monte carlo dropout
gan: Islam, Md. Farhadul, et al.
Cyhoeddwyd: (2024)

Segmentation based Kidney Tumor Classification using Deep Neural Network
gan: Mehedi, Md Humaion Kabir, et al.
Cyhoeddwyd: (2022)

TinyML for emotion detection in voice signals: evaluating and proposing algorithms for IoT wearable devices
gan: Ahmed, Hasibul Hasan, et al.
Cyhoeddwyd: (2024)

Performance analysis of deep learning algorithms for Intrusion Detection System(IDS) of IoT Security
gan: Fiha, Yeamin Jahan, et al.
Cyhoeddwyd: (2022)

ROBB: recurrent proximal policy optimization reinforcement learning for optimal block formation in bitcoin blockchain network
gan: Dutta, Amit
Cyhoeddwyd: (2024)

Dhaka Stock Market analysis with ARIMA-LSTM Hybrid Model
gan: Arnob, Raisul Islam, et al.
Cyhoeddwyd: (2020)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
gan: Datta, Nirjhor, et al.
Cyhoeddwyd: (2024)

Classification of peripheral blood cell images using deep learning
gan: Aadi, Oyshik Ahmed, et al.
Cyhoeddwyd: (2024)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
gan: Ifty, Md. Hasin Sarwar, et al.
Cyhoeddwyd: (2024)