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Intelligent Financial Portfolio Construction: Machine Learning Based Optimization
(United International University, 2023-01-15)
Investors have always been highly interested about stock price forecasting. It’s observed
that lower middle-income people and middle-income people can contribute only 10-15%
of their wages in investment. Machine Learning ...
Interest Forwarding Strategy in Named Data Networks using Thompson Sampling
(United International University, 2023-01-18)
Optimizing Interest forwarding and Data delivery has been among
the top dissected problems in NDN for the last decade; however, only
a few contributions thrive to minimize communication cost and delay
concurrently. In ...
Pattern Mining From Unlabeled News Article Dataset Using Semi-Supervised Learning
(2023-03-11)
Text classification is one of the prominent tasks in the field of Natural language Processing as day by day the amount of textual data is growing rapidly, Therefore it is an emergent demand to build some kind of knowledge ...
Prediction of Protein methylation sites of lysine residues using machine learning algorithms
(2023-03-11)
Post Translational Modification (PTM) plays an essential role in the biological and molecular mechanisms. They are also considered as a vital element in cell signaling and networking pathways. Among different PTMs, Methylation ...
Identification of Opioid Patients by Employing Structured and Unstructured Data from MIMIC-III Database
(UIU, 2023-05-20)
The opioid crisis has led to an increased number of drug overdoses in recent years. Several approaches have been established to predict opioid prescription by health practitioners. However, due to the complex nature of the ...
PCA-ANN: Feature Selection based Hybrid Intrusion Detection System in Software Defined Network
(2023-07)
The increasing complexity of modern networks and the rise of sophisticated cyber attacks has made the development of effective Intrusion Detection Systems (IDS) a critical need. Software De fined Networking (SDN) technology ...
Memory Forensics for Analyzing Malicious Activities
(UIU, 2023-07-31)
With the change of era, the growing dependency on the computer and Internet is needless to say in a word. Memory is a very important part of a computer that holds the necessary data that the processor uses. As the CPU's ...
Halal Food Identification from Product Ingredients using Machine Learning
(United International University, 2023-09-09)
Halal food plays a critical role in the Islamic faith, as it represents food that is considered
lawful according to Islamic law. Muslims are encouraged to eat only Halal foods to ensure
that it aligns to their religious ...
IoT-Driven Environmental Monitoring and Healthcare System: Shipbreaking Industry Perspective
(United International University, 2023-07-29)
coastal region of Bangladesh has ecological importance with high bio diversity. Although Bangladesh is one of the world’s top shipbreaking coun tries, business activities have seriously harmed the coastal ecosystem. ...