3 papers
cs.NI2021
IoT Data Quality Issues and Potential Solutions: A Literature Review
Taha Mansouri, Mohammad Reza Sadeghi Moghadam, Fatemeh Monshizadeh +1
The Internet of Things (IoT) is a paradigm that connects everyday items to the Internet. In the recent decade, the IoT's spreading popularity is a promising opportunity for people…
cs.LG2021
A New Algorithm for Hidden Markov Models Learning Problem
Taha Mansouri, Mohamadreza Sadeghimoghadam, Iman Ghasemian Sahebi
This research focuses on the algorithms and approaches for learning Hidden Markov Models (HMMs) and compares HMM learning methods and algorithms. HMM is a statistical Markov model…
math.OC2021
Markowitz-based cardinality constrained portfolio selection using Asexual Reproduction Optimization (ARO)
Taha Mansouri, Mohammad Reza Sadeghi Moghadam
The Markowitz-based portfolio selection turns to an NP-hard problem when considering cardinality constraints. In this case, existing exact solutions like quadratic programming may…