Sayed Mohsin Reza

Sayed Mohsin Reza
University of Texas at El Paso | UTEP · Department of Computer Sciences

Doctor of Philosophy

About

14
Publications
3,796
Reads
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83
Citations
Introduction
I am a Ph.D. student in Department of Computer Science at the University of Texas at El Paso. I am also working as a Graduate Teaching Assistant here. I obtained my Masters and Bachelor degree from Jahangirnagar University, Bangladesh. My undergraduate research work was on the Conference Management System aiming at improving the submission & review system. Currently, This project is used for educational purposes
Skills and Expertise
Software Development
SQL
PHP
Particle Swarm Optimization
Algorithms
Random Forests
Network Security
Probability
Image Processing
Machine Learning
Additional affiliations
August 2019 - present
University of Texas at El Paso
University of Texas at El Paso
  • Department of Computer Sciences
  • El Paso, United States
Position
  • Research Assistant
September 2017 - May 2019
University of Colorado
University of Colorado
  • Department of Computer Science and Engineering
  • Denver, United States
Position
  • Research Assistant
September 2017 - May 2019
University of Colorado
University of Colorado
  • Department of Computer Science and Engineering
  • Denver, United States
Position
  • Research Assistant
Description
  • Responsibilities: Lecture planning, preparation, and research Take classes of lab
Education
August 2019 - May 2022
University of Texas at El Paso
University of Texas at El Paso
Field of study
  • Computer Science
August 2017 - January 2022
University of Colorado
University of Colorado
Field of study
  • Computer Science & Information Systems (CSIS)
February 2015 - December 2016
Jahangirnagar University
Jahangirnagar University
Field of study
  • Information Technology (IT)

Publications

Publications (14)
Fig. 1. Entire Scenario of the System  
Fig. 2. Data Flow Diagram  
Fig. 3. Data Schema  
Fig. 4. Data Transfer Rate  
Fig. 5. Probable Output of XML Device in Vehicle  
A New Approach for Road Networks - A Vehicle XML Device collaboration with Big Data
Conference Paper
Full-text available
  • Apr 2013
To incorporate Big Data in Road Traffic Networks is an integrated solution to identify the full spectrum of enterprise big data requirements. A lot of money is lost to manipulate traffic system worldwide every year. Several surveys have shown that for congestion in traffic has been waste people’s several hours in a day. To minimize the traffic cong...
The human in model‐driven engineering loop: A case study on integrating handwritten code in model‐driven engineering repositories
Article
Full-text available
  • Feb 2021
In model‐driven engineering (MDE) software projects, large portions of the executable code are automatically generated from designs and models. This generated code may or may not be edited by the developers to achieve their development objectives. MDE projects also include a significant amount of handwritten code (HC). This handwritten code is deve...
Characterization of Software Design and Collaborative Modeling in Open Source Projects
Conference Paper
  • Jan 2021
A convolution neural network with encoder-decoder applied to the study of Bengali letters classification
Article
  • Jan 2021
Fig. 1 Proposed methodology
Fig. 3 Relationship of input variables with target variable
Fig. 4 Correlation among source code metrics and quality attribute
Fig. 5 Relative performance of ML classifiers
+3 Fig. 6 Relative FP and FN rate of ML classifiers
Performance Analysis of Machine Learning Approaches in Software Complexity Prediction
Chapter
Full-text available
  • Dec 2020
Software design is one of the core concepts in software engineering. This covers insights and intuitions of software evolution, reliability, and maintainability. Effective software design facilitates software reliability and better quality management during development which reduces software development cost. Therefore, it is required to detect and...
Figure 1: Architecture of ModelMine tool
Figure 2: Model-based repository search
Figure 3: Model-based artifact search
Figure 4: Model-based commit search
+1 Figure 5: Usability study results
ModelMine: A Tool to Facilitate Mining Models from Open Source Repositories
Conference Paper
Full-text available
  • Oct 2020
Mining Software Repositories (MSR) has opened up new pathways and rich sources of data for research and practical purposes. This research discipline facilitates mining data from open source repositories and analyzing software defects, development activities, processes , patterns, and more. Contemporary mining tools are geared towards data extractio...
Fig. 1. Dense exhale flow analysis through optimized CO 2 imaging for...
Fig. 2. Volumetric and density modeling of the CO 2 exhale region...
Fig. 3. Thermal respiratory CO 2 imaging: (a) results from [3],...
Behavioral Analysis of Turbulent Exhale Flows
Conference Paper
Full-text available
  • Apr 2018
Dense exhale flow through carbon-dioxide spectral imaging introduces a pivotal trajectory within non-contact respiratory analysis that consolidates several pulmonary evaluations into a single coherent monitoring process. Due to technical limitations and the limited exploration of respiratory analysis through this non-contact technique, this method...
Figure 2: Average Accuracy Value of Different Classifiers
Symbols used for Prediction of Future IT personnel (Algorithm 1)
Selected Attributes for Processing
Prediction of Potential Future IT Personnel in Bangladesh using Machine Learning Classifier
Article
Full-text available
  • Sep 2017
Bangladesh is one of the most promising developing countries in IT sector, where people from several disciplines and experiences are involved in this sector. However, no direct analysis in this sector is published yet, which covers the proper guideline for predicting future IT personnel. Hence this is not a simple solution, training data from real...
PSO-NF based vertical handoff decision for ubiquitous heterogeneous wireless network(UHWN)
Conference Paper
Full-text available
  • Dec 2016
In this paper, Hybrid of Particle Swarm Optimization (PSO) and Neuro-Fuzzy (NF) has been proposed for improving Vertical Hand-off (VHO) decision for the Ubiquitous Heterogeneous Wireless Network (UHWN). The mobile users have made VHO decision based on data-rate, dwelling time and service type, residue energy and network connection time. To reduce t...
Figure 2.1: Effort Estimation Approaches
Figure 6.1: Sequence Diagram
Figure 6.2: Activity Diagram
Table 7 .2.
+5 Table 8 .4.
Activity based New Technique of Effort & Cost Estimation using Functional Measurement Type for Web Application
Thesis
Full-text available
  • Nov 2016
Software Effort Estimation helps Project Leaders to circulate assets, control spend- ing plans, motivation and create advanced works on, prompting tasks finished on time and within the budget-related arrangement. But the challenge is when project leaders try to find out the software effort based on some criteria, reasonable events and causes can be...
Low Cost and Portable Patient Monitoring System for e-Health Services in Bangladesh
Conference Paper
Full-text available
  • Jan 2016
This paper proposes a low cost and portable patient monitoring system for e-Health services in Bangladesh. A raspberry pi microcomputer based system has been developed which can be used by paramedics for collecting different sensor data such as ECG signal, blood pressure signal, heart beat signal, Situation of Oxygen in Blood(SPO2), temperature and...
Fig. 2: Functional Measurement Tree 
Innovative approach in web application effort & cost estimation using functional measurement type
Conference Paper
Full-text available
  • May 2015
Software cost models and effort approximations support project supervisors to distribute resources, control budgets and agenda and develop modern practices, leading to projects completed on time and within financial plan. If cost and effort are determined suspicious in software projects, suitable occasions can be missed; whereas expectant predictio...
Fig. 1. Entire Scenario of the System
Fig. 2. Data Flow Diagram
Fig. 3. Data Schema
Fig. 4. Data Transfer Rate
+2 Fig. 5. Path loss Calculation using Hata Model
A New Approach of Big Data collaboration for Road Traffic Networks considering Path Loss Analysis in context of Bangladesh
Article
Full-text available
  • Jun 2014
Large amount of money is lost to manipulate traffic system or road congestion worldwide every year. By providing the travel time for a specific road, traffic congestion can be minimized. Many approaches has been taken such Automatic Vehicle Identification, Loop Detectors etc. But this methods are costly. In this paper, A system is proposed that pro...
Fig. 2: categories of cryptography
Fig. 3: Symmetric key Symmetric key Algorithm types: Stream cipher:...
Fig. 5: The Vigenere-Multiplicative Cipher A. Scenario: 1. Encryption...
Fig. 6: Eencryption Scenario
Fig. 7: decryption Scenario
A Study on Network Security Services with Cryptography and an Implementation of Vigenere- Multiplicative Cipher
Conference Paper
Full-text available
  • Jan 2013
Different types of encryption techniques are used for many years to secure information. The purpose of this paper is to construct a new method named as Vigenere-Multiplicative Cipher. Here we develop the algorithm and its algebraic description. In addition, we provide the frequency analysis of this method. Further, implementation of the method, sec...

Questions

Question (1)
Are satellite colonies formed after treating with tetracycline and chloramphenicol?
Question
  • Jan 2021
Are satellite colonies formed after treating with tetracycline and chloramphenicol? If possible, why does this occur?

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Projects

Projects (3)
Predictive Software Quality using Machine Learning
Project
Machine Learning in Information Technology
Project
PROCONF
Project
In this era of science and technology, technology is used to help us in all spheres by making our work easier, faster, and efficient. One type of technology is a event/conference management system. There is an existing event/conference management system. But there has no multiconference system exists and in free addition, there has no support for IEEE e-Copyright submission and payment gateway, and the participant signup page is not available here. In our system, we overcome this problem. Our system is ProConf which is event/conference management system. In our system, we can do Peer-Review, Abstract, and Conference/Event Management. In our system IEEE e-Copyright submission, participant signup, payment gateway service available here. ProConf is an almost free Web publishing tool that will create a complete Web presence for a scholarly conference. ProConf is a solution to managing and publishing scholarly conferences online. Proconf covers all aspects of online event/conference management and publishing, from setting up event/conference websites to operational tasks such as submitting, reviewing, editing, publishing, archiving, and indexing the event/conference papers or submissions. Proconf also helps to manage the people involved in organizing a event/conference, reviewers, and authors, notifying readers and registrants, and assisting with the correspondence. Project Link: proconf.org