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imashoodnasir/README.md

Inzamam Mashood Nasir

Received Bachelor's, Master's, and Ph.D. degrees in Computer Science department from COMSATS University Islamabad, Pakistan, in 2012, 2016, and 2023 respectively. I am currently serving as Lecturer in Computer Science Department at HITEC University Taxila. My research interests include Machine Learning in Medical and Agricultural Imaging, Blockchain and IoTs.

Technical Skills

Title Description
Proficient in Python, MATLAB, PHP, HTML/HTML5, CSS/CSS3, Bootstrap, JQuery, JSON, Ajax, Graphics Designing, Web Designing, Cross Platform App Development
Familiar with C++, Java, ASP.NET, Adobe Photoshop
Databases MS SQL, MS Access, MySQL, MongoDB
Tools MATLAB, Spyder, Jupyter Notebook, Visual Studio Code, SQL Server, Adobe Illustrator, MS Office, XAMPP, Sublime Text

Education

Degree Institute From To Specialization Total Marks Obtained Marks
Ph.D. (CS) Comsats University Islamabad, Wah Campus, Pakistan 2022 2026 Machine Learning 4.00 3.42
MS (CS) Comsats University Islamabad, Wah Campus, Pakistan 2016 2018 Machine Learning 4.00 3.81
BS (CS) Comsats University Islamabad, Wah Campus, Pakistan 2012 2016 Web Engineering 4.00 3.37
I.C.S Govt. Degree College Layyah, Punjab 2008 2011 Computer Science 1100 654
Matric Govt. MC High School Layyah, Punjab 2006 2008 Computer Science 850 660

Academic Thesis

Title Degree Year Domain Publication(s)
Human Action Recogition in Uncontrolled Environment Ph.D.(CS) 2022 - 2026 Machine Learning Publication 1
Publication 2
Publication 3 (Issue Not Published)
Conference 1
Document Classification MS(CS) 2018 Machine Learning Publication
E-Classroom for Interactive Learning BS(CS) 2016 Web Engineering None

Research Publications

# Article Title Journal/Conference Impact Factor Date Publisher View Publication
1 Improved Shark Smell Optimization Algorithm for Human Action Recognition CMC - Computers, Materials & Continua 3.860 15-Dec-2022 Tech Science Issue Not Published Yet
2 HAREDNet: A deep learning based architecture for autonomous video surveillance by recognizing human actions Computers and Electrical Engineering 4.150 11-Feb-2022 Elsevier Go to Publication
3 Fast Intra Mode Selection in HEVC Using Statistical Model CMC - Computers, Materials & Continua 3.860 27-Sep-2021 Tech Science Go to Publication
4 Customer Prioritization for Medical Supply Chain During COVID-19 Pandemic CMC - Computers, Materials & Continua 3.860 7-Sep-2021 Tech Science Go to Publication
5 Human Action Recognition using Machine Learning in Uncontrolled Environment 1st International Conference on Artificial Intelligence and Data Analytics (CAIDA) N/A 6-Apr-2021 IEEE Go to Publication
6 An Optimized Approach for Breast Cancer Classification for Histopathological Images based on Hybrid Feature Set Current Medical Imaging 1.315 1-Jan-2021 Bentham Science Publishers Go to Publication
7 Pearson Correlation Based Feature Selection for Document Classification using Balanced Training Sensors 3.847 27-Nov-2020 MDPI Go to Publication
8 SCNN: A Secure Convolutional Neural Network using Blockchain International Conference on Computer and Information Sciences (ICCIS) N/A 27-Oct-2020 IEEE Go to Publication
9 A Blockchain based Framework for Stomach Abnormalities Recognition CMC - Computers, Materials & Continua 3.860 19-Oct-2020 Tech Science Go to Publication
10 Deep Learning-based Classification of Fruit Diseases: An Application for Precision Agriculture CMC - Computers, Materials & Continua 3.860 26-Nov-2020 Tech Science Go to Publication
11 A Hybrid Deep Learning Architecture for the Classification of Superhero Fashion Products: An Application for Medical-Tech Classification Computer Modeling in Engineering and Sciences 2.027 21-Aug-2021 Tech Science Go to Publication

Research Projects

Related to Images/Videos

Image Colorization
Skeleton Based Hand Pose Detection
Fire Detection using Xception Model
Fruit Detection using Resnet-50
Breast Cancer Classification using Machine Learning
Endoscopy Image Processing using Feature Fusion
Signature Forgery Detection using Euclidean Distance
Bone Marrow Classification using EfficientNetB5
Driver Drowsiness Detection Based on Facial Features
Skin Cancer Classification using Custom CNN after Data Analysis
Skin Cancer Segmentation using k-mean Clustering
MRI Hippocampus Segmentation using Encoder-Decoder Network
Skin Segmentation from Face Images
Image Stitching using SIFT Features for Panorama Creation
Image Denoising using Autoencoder and Image Augmentation
Image Colorization Using Autoencoders and Resnet

Image Matching using Point Features
Document Classification based on Deep Learning
Polynomial Regression Based on Deep Learning
Blood Vessels Extraction from Fundus Images
Person Re-Identification using Multiple Cams
Lungs Nodule Detection and Classification
Image Fusion Based on Correlation
Patch-Based Image Enhancements
Low Light Image Enhancements

Related to Data Sciences

Water Quality Prediction
Fake News Detection using Machine Learning
Sentiment Analysis on Amazon Reviews
Credit Card Fraud Detection using 1-D CNN
Automobile Insurance Claim Fraud Detection
Movie Recommendation System
Blockchain based Supply Chain Management System for Poultry Farms
Hotel Recommendation System Based on Hybrid Recommendation Model
TV Show Popularity Analysis Using Data Mining

Related to Web Development

Student Result Management System
Customer Relationship Manager
Resume Builder Web Application
Game Store for Gaming Software Development Company
Online Shopping Center
Comparator – An Application to compare different items
Mobile Information and Comparison System

Popular repositories Loading

  1. Breast-Cancer-Classification-for-Histopathological-Images Breast-Cancer-Classification-for-Histopathological-Images Public

    A hybrid approach is proposed by fusing and optimizing the properties of handcrafted and deep features to classify the breast cancer images. HOG and LBP features are serially fused with pre-trained…

    MATLAB 3 1

  2. Human-Action-Recognition-using-Machine-Learning-in-Uncontrolled-Environment Human-Action-Recognition-using-Machine-Learning-in-Uncontrolled-Environment Public

    An efficient technique to classify human actions by utilizing steps like removing redundant frames from videos, extracting Segments of Interest (SoIs), feature descriptor mining through Geodesic Di…

    Python 1

  3. imashoodnasir imashoodnasir Public

    Received Bachelor's, Master's and PhD degrees in Computer Science department from COMSATS University Islamabad, Pakistan, in 2012, 2016 and 2022 respectively. I am currently serving as Lecture (Com…

  4. E-Classroom-for-Interactive-and-Connected-Learning E-Classroom-for-Interactive-and-Connected-Learning Public

    To create a system where asking the queries to teachers or fellow students for a support, suggestions and help is easy and always available.

  5. Pearson-Correlation-Based-Document-Classification Pearson-Correlation-Based-Document-Classification Public

    MATLAB 1

  6. imashoodnasir-Improved-Shark-Smell-Optimization-Algorithm imashoodnasir-Improved-Shark-Smell-Optimization-Algorithm Public

    The proposed iSSO algorithm divides the Feature Vector (FV) into subparts, where a search is conducted to find local optimal features from each subpart of FV. Once local optimal features are select…

    Python