NUST Research Collaborate Portal

Farhan Riaz

Associate Professor

College of Electrical & Mechanical Engineering

About

Dr. Farhan Riaz is working as Associate Professor in the College of Electrical & Mechanical Engineering . Dr. Farhan Riaz has a PhD in Medical Imaging . Dr. Farhan Riaz has published 58 research articles & conference papers having a citation count of 1049 , carried out 2 projects and filed 3 intellectual property.

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Research Projects

Industry Projects

Amount Granted

13.4 M

Publications

Citations

1049

Intellectual Property

Publication Types

Project Types

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Projects by Year

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Education

Experience

Awards

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Research Projects

Industrial Projects

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International Projects

13.4M

Total Funding (PKR)

National (2)
International (0)

Smart Aerial Drone based Surveillance System 2022

Ahsan Shahzad

Farhan Riaz

Project Status: Completed Rs: 0.1 M Approval Date: 2022-08-26 Completion Date: 2022-08-30

Funding Agency: IGNITE

Industry 4.0 Process Virtualization System 2019

Farhan Riaz

Ali Hassan

Project Status: Completed Rs: 13.4 M Approval Date: 2019-05-02 Completion Date: 2021-10-29

Funding Agency: HEC

National (0)
International (0)

Research Articles

Conference Proceedings

Books

Book Chapters

Editorial Activities

Improving the Robustness of Neural Networks using K-Support Norm based Adversarial Training 2016

Sheikh Waqas Akhtar (-)

Saad Rehman

Mahmood Akhtar (-)

Farhan Riaz

Moazzam Ali Khan Khattak

Qaiser Chaudry (Georgia Institute of Technology)

Rupert Young (University of Sussex)

Journal: IEEE Access, Volume: 4

Impact Factor: 3.244 Citations: 10 Quartile: 1

Intensity-based statistical features for classification of lungs CT scan nodules using artificial intelligence techniques 2015

Sheeraz Akram (-)

Muhammad Younus Javed (-)

Ayyaz Hussain (International Islamic University Islamabad)

Farhan Riaz

M. Usman Akram (-)

Journal: Journal of Experimental & Theoretical Artificial Intelligence, Volume: 27 Issue: 6 Pages: 737-751

Impact Factor: 1.703 Citations: 33 Quartile: 2

A scalable architecture for geometric correction of multi-projector display systems 2015

Kamran Babar (-)

Rehan Hafiz (-)

Khawar Khurshid

Dr. Awais Mehmood Kamboh

Ali Hassan

Farhan Riaz

Byeungwoo Jeon (Sungkyunkwan University)

Journal: Displays, Volume 40, Pages 104-112

Impact Factor: 1.903 Citations: 3 Quartile: 1

Impact of Visual Features on the Segmentation of Gastroenterology Images Using Normalized Cuts 2013

Farhan Riaz

Francisco Baldaque Silva (Karolinska Universitessjukhuse)

Mario Dinis Ribeiro (Universidade do Porto)

Miguel Tavares Coimbra (Universidade do Porto)

Journal: IEEE Transactions on Biomedical Engineering, Volume 60, Issue 5, Pages: 1191-1201

Impact Factor: 2.233 Citations: 22 Quartile: 2

Texture Classification Using Rotation- and Scale-Invariant Gabor Texture Features 2013

Farhan Riaz

Ali Hassan

Usman Qamar

Saad Rehman

Journal: IEEE Signal Processing Letters, Volume: 20, Issue: 6, Pages: 607-610

Impact Factor: 1.639 Citations: 90 Quartile: 2

Approximate Proximal Gradient-Based Correlation Filter for Target Tracking in Videos: A Unified Approach 2019

Aimal Khan

Haris Masood (-)

Saad Rehman

Farhan Riaz

Ali Hassan

Muhammad Abbas

Journal: Arabian Journal for Science and Technology, Volume 44, Issue 11, Pages 9363-9380

Impact Factor: 1.711 Citations: 7 Quartile: 2

Pervasive blood pressure monitoring using Photoplethysmogram (PPG) sensor 2019

Ali Hassan

Farhan Riaz

Muhammad Ajmal Azad ( The University of Derby)

Junaid Arshad (University of West London)

Muhammad Imran (King Saud University)

Saad Rehman

Journal: Future Generation Computer Systems, Volume 98, Pages 120—130

Impact Factor: 6.125 Citations: 65 Quartile: 1

Invariant Gabor Texture Descriptors for Classification of Gastroenterology Images 2012

Farhan Riaz

Francisco Baldaque Silva (Karolinska University Hospital)

Mario Dinis Ribeiro (University of Porto)

Miguel Tavares Coimbra (University of Porto)

Journal: IEEE Journal of Biomedical and Health Informatics, Volume 59, Issue 10, Pages 2893-2904

Impact Factor: N/A Citations: 69 Quartile: N/A

Content-Adaptive Region-Based Color Texture Descriptors for Medical Images 2017

Rida Nisar (-)

Mario Dinis-Ribeiro (Universidade do Porto)

Miguel Tavares Coimbra (Universidade do Porto)

Farhan Riaz

Ali Hassan

Journal: IEEE Journal of Biomedical and Health Informatics, Volume: 21, Issue: 01, Pages 162-171

Impact Factor: 3.85 Citations: 30 Quartile: 1

Gabor Contrast Patterns: A Novel Framework to Extract Features From Texture Images 2023

Farhan Riaz

Farhan Hussain

Muhammad Umar Farooq

Abdul Wahab Muzaffar (Saudi Electronic University)

Tarik Abuain (Saudi Electronic University)

Waleed Abdel Karim Abu-Ain (Taibah University)

Muhammad Ajmal Azad (Birmingham City University)

Journal: IEEE Access, Volume 11, Pages 60324-60334

Impact Factor: 3.9 Citations: 6 Quartile: 2

Self-Organizing Hierarchical Particle Swarm Optimization of Correlation Filters for Object Recognition 2017

Sara Tehsin (-)

Saad Rehman

Muhammad Omer Bin Saeed (-)

Farhan Riaz

Ali Hassan

Muhammad Abbas

Rupert Young (University of Sussex)

Mohammad S. Alam (Texas A&M University)

Journal: IEEE Access, Volume 5, Pages 24495-24502

Impact Factor: 3.557 Citations: 24 Quartile: 1

A survey of feature extraction and fusion of deep learning for detection of abnormalities in video endoscopy of gastrointestinal-tract 2020

Hussam Ali (COMSATS University Islamabad)

Muhammad Sharif (COMSATS University Islamabad)

Mussarat Yasmin (COMSATS University Islamabad)

Mubashir Husain Rehmani (Cork Institute of Technology)

Farhan Riaz

Journal: Artificial Intelligence Review , Volume 53, Pages 2635–2707

Impact Factor: 8.139 Citations: 44 Quartile: 1

A First Look at Privacy Analysis of COVID-19 Contact Tracing Mobile Applications 2021

Muhammad Ajmal Azad (University of Derby)

Junaid Arshad (Birmingham City University)

Syed Muhammad Ali Akmal (NED University of Engineering and Technology)

Farhan Riaz

Sidrah Abdullah (NED University of Engineering and Technology)

Muhammad Imran (King Saud University)

Farhan Ahmad (University of Derby)

Journal: IEEE Internet of Things Journal, Volume 8, Issue 21, Pages 15796-15806

Impact Factor: 9.471 Citations: 44 Quartile: 1

Early MCI-to-AD Conversion Prediction Using Future Value Forecasting of Multimodal Features 2021

Sidra Minhas (Forman Christian College)

Aasia Khanum (Forman Christian College)

Atif Alvi (University of Management and Technology)

Farhan Riaz

Shoab Ahmed Khan

Fawaz Alsolami (King Abdulaziz University)

Muazzam Khattak (Quaid-i-Azam University)

Journal: Computational Intelligence and Neuroscience, Volume 2021, Article ID 6628036, 12 pages

Impact Factor: 3.120 Citations: 13 Quartile: 2

Hand-based Multibiometric Systems: State-of-the-Art and Future Challenges 2021

Farhan Riaz

Anum Aftab

Haider Abbas

Mian Muhammad Waseem Iqbal

Farrukh Aslam Khan (King Saud University)

Muhammad Khurram Khan (King Saud University)

Journal: PeerJ Computer Science, Volume 7, Article Number e707

Impact Factor: 2.411 Citations: 15 Quartile: 2

A Hybrid Duo-Deep Learning and Best Features Based Framework for Action Recognition 2022

Muhammad Naeem Akbar

Farhan Riaz

Ahmed Bilal Awan

Muhammad Attique Khan (HITEC University)

Usman Tariq (Prince Sattam Bin Abdulaziz University)

Saad Rehman (HITEC University)

Journal: Computers, Materials and Continua, Volume 73, Issue 2, Pages 2555-2576

Impact Factor: 3.860 Citations: 10 Quartile: 2

Enhancing Signature Verification Using Triplet Siamese Similarity Networks in Digital Documents 2024

Sara Tehsin

Ali Hassan

Inzamam Mashood Nasir (HITEC University Taxila)

Norma Latif Fitriyani (Sejong University)

Muhammad Syafrudin (Sejong University)

Farhan Riaz

Journal: Mathematics, Volume 12(17), Article Number 2757

Impact Factor: 2.300 Citations: 7 Quartile: 1

DEEPSEL: A novel feature selection for early identification of malware in mobile applications 2022

Muhammad Ajmal (University of Derby)

Farhan Riaz

Anum Aftab

Syed Khurram Jah Rizvi

Junaid Arshad (Birmingham City University)

Hany F.Atlam (University of Derby)

Journal: Future Generation Computer Systems, Volume 129, Pages 54-63

Impact Factor: 7.5 Citations: 17 Quartile: 1

Classification of Gastric Lesions Using Gabor Block Local Binary Patterns 2023

Muhammad Tahir

Farhan Riaz

Imran Usman

Muhammad Ibrahim Habib (Saudi Electronic University)

Journal: Computer Systems Science and Engineering, Volume 46(3), Pages 4007-4022

Impact Factor: 4.397 Citations: 0 Quartile: 1

Rotation and scale invariant texture classification by compensating for distribution changes using covariate shift in uniform local binary patterns 2014

Ali Hassan

Farhan Riaz

Saad Rehman

Journal: Electronics Letters, Volume: 50, Issue:1, Pages:27-28

Impact Factor: 0.93 Citations: 3 Quartile: 3

A Nonparametric Approach for Mild Cognitive Impairment to AD Conversion Prediction: Results on Longitudinal Data 2017

Sidran Minhas (-)

Aasia Khanum (-)

Farhan Riaz

Atif Alvi (Forman Christian College)

Shoab Ahmed Khan

Journal: IEEE Journal of Biomedical and Health Informatics, Volume: 21, Issue: 5, Pages: 1403-1410

Impact Factor: 3.85 Citations: 33 Quartile: 1

Socioscope:I know who you are, a robo, human caller or service number 2020

Farhan Riaz

Muahammad Ajmal Azad (University of Derby)

Mamoun Alazab (Charles Darwin University)

Junaid Arshad (University of West London)

Tariq Abullah (University of Derby)

Journal: Future Generation Computer Systems, Volume 105, Pages 297-307

Impact Factor: 7.187 Citations: 11 Quartile: 1

A Framework for Classification of Gabor Based Frequency Selective Bone Radiographs Using CNN 2021

Rehan Nemati (-)

Farhan Riaz

Ali Hassan

Saad Rehman (HITEC University)

Muhammad Ajmal Azad (University of Derby)

Muhammad Abbas

Farhan Hussain

Saddaf Rubab

Journal: Arabian Journal of Science and Engineering, Volume 46, Pages 4141-4152

Impact Factor: 2.807 Citations: 2 Quartile: 2

Predicting Progression From Mild Cognitive Impairment to Alzheimer?s Disease Using Autoregressive Modelling of Longitudinal and Multimodal Biomarkers 2018

Sidra Minhas (-)

Aasia Khanum (Forman Christian College)

Farhan Riaz

Shoab Ahmed Khan

Atif Alvi (Forman Christian College)

Journal: IEEE Journal of Biomedical and Health Informatics, Volume: 22, Issue: 3, Pages 818-825

Impact Factor: 4.217 Citations: 44 Quartile: 1

Active Contours Based Segmentation and Lesion Periphery Analysis For Characterization of Skin Lesions in Dermoscopy Images 2018

Farhan Riaz

Sidra Naeem (COMSATS Institute of Information Tehcnology)

Raheel Nawaz (Manchester Metropolitan University)

Miguel Coimbra (Faculdade de Ciencias da Universidade do Porto)

Journal: IEEE Journal of Biomedical and Health Informatics, NULL

Impact Factor: 4.217 Citations: 67 Quartile: 1

Scale and rotation invariant texture classification using covariate shift methodology 2014

Ali Hassan

Farhan Riaz

Arsalan Shaukat

Journal: IEEE Signal Processing Letters, Volume 21, Issue 3, Article number 6722919, Pages 321-324

Impact Factor: 1.751 Citations: 5 Quartile: 2

EMD-Based Temporal and Spectral Features for the Classification of EEG Signals using Supervised Learning 2016

Farhan Riaz

Ali Hassan

Saad Rehman

Imran Khan Niazi (University of Aalborg, Denmark)

Kim Dremstrup (University of Aalborg, Denmark)

Journal: IEEE Transactions on Neural Systems and Rehabilitation Engineering, Volume: 24 Issue: 1 Pages: 28-35

Impact Factor: 3.41 Citations: 325 Quartile: 1

Gaussian Mixture Model Based Probabilistic Modeling of Images for Medical Image Segmentation 2020

Farhan Riaz

Ali Hassan

Saad Rehman (-)

Muhammad Ajmal (University of Derby)

Rehan Hafiz (Information Technology University)

Naif Radi Aljohani (King Abdulaziz University)

Raheel Nawaz (Manchester Metropolitan University)

Rupert Young (University of Sussex)

Miguel Coimbra (University of Porto)

Journal: IEEE Access, Volume 8, Pages 16846-16856

Impact Factor: 3.367 Citations: 39 Quartile: 2

Ensemble Learning for Offline Signature Verification using Fused Deep Features

Sara Tehsin

Ali Hassan

Farhan Riaz

Conference: 2024 5th International Conference on Advancements in Computational Sciences (ICACS)

Citations: N/A

Trajectory Based Predictive Modeling of Conversion from Mild Cognitive Impairment to Alzheimer’s Disease

S. Minhas (Forman Christian College)

A. Khanum (Forman Christian College)

Farhan Riaz

S. A. Khan (-)

A. Alvi (Forman Christian College)

Conference: 2017 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI)

Citations: N/A

Supervised Level Sets For Dermoscopic Image Segmentation

Muntaha Sakeena (University of Applied Sciences)

Rubata Riasat (Chinese Academy of Sciences Beijing)

Ali Hassan

Farhan Riaz

Conference: 2018 IEEE 20th International Conference on e-Health Networking, Applications and Services (Healthcom)

Citations: N/A

Distance Regularized Curve Evolution: A Formulation Using Creaseness Features for Dermoscopic Image Segmentation

Jahan Zeb

Farhan Riaz

Ali Hassan

Conference: 2014 12th International Conference on Signal Processing (ICSP)

Citations: N/A

Fully Invariant Wavelet Enhanced Minimum Average Correlation Energy Filter for Object Recognition in Cluttered and Occluded Environments

Sara Tehsin (-)

Saad Rehman

Farhan Riaz

Omer Saeed (-)

Ali Hassan

Moazzam Ali Khan Khattak

Muhammad S. Alam (University of Texas)

Conference: Pattern Recognition and Tracking XXVIII(2017)

Citations: N/A

Convolutional neural network based image segmentation: a review

Hina Ajmal (-)

Saad Rehman

Muhammad Umar Farooq

Qurrat-ul-Ain (COMSATS University Islamabad)

Farhan Riaz

Ali Hassan

Conference: SPIE Defense + Security

Citations: N/A

Comparison of SIFT and ASIFT based filters for better recognition and tracking in a remote scene environment

Haris Masood (-)

Saad Rehman

Qaiser Chaudry (-)

Farhan Riaz

Ali Hassan

Muhammad Umar Farooq

Conference: SPIE Defense + Security

Citations: N/A

A composite framework for segregating x-rays of osteoporotic cases from healthy controls

Rehan J. Nemati (-)

Saad Rehman

Ahmed B. Awan (Hazara University)

Farhan Riaz

Conference: SPIE Defense + Security, 2018

Citations: N/A

Security Risk Detection Algorithms in Artificial Immune Systems

Moazzam Ali Khan Khattak

Saad Rehman

Kanza Sheikh (-)

Farhan Riaz

Conference: 2nd International Conference on Information Technologies, Systems and Networks, (ITSN-2017)

Citations: N/A

Curve Evolution Based on Edge Following Algorithm for Medical Image Segmentation

Sana Ullah (-)

Shah Khalid (-)

Farhan Hussain (-)

Ali Hassan

Farhan Riaz

Conference: IEEE Intelligent Systems Conference IntelliSys 2018

Citations: N/A

Automatic Tracking of Cervical Spine Using Fluoroscopic Sequences

Muhammad Nauman (-)

Ali Hassan

Farhan Riaz

Saad Rehman

Rasmus Wiberg Nedergard (New Zealand College of Chiropractic Auckland)

Kelly Holt (New Zealand College of Chiropractic Auckland)

Heidi Haavik (New Zealand College of Chiropractic Auckland)

Imran Khan Niazi (New Zealand College of Chiropractic Auckland)

Conference: IEEE Intelligent Systems Conference

Citations: N/A

A Robust Classification Model with Voting based feature Selection for Diagnosis of Epilepsy

Ali Hassan

Farhan Riaz

Abdul Basit (-)

Conference: 2015 IEEE 28th Canadian Conference on Electrical and Computer Engineering (CCECE)

Citations: N/A

Enhanced Dynamic Quadrant Histogram Equalization Plateau Limit for Image Contrast Enhancement

Rizwan Khalid (-)

Saad Rehman

Farhan Riaz

Ali Hassan

Conference: 2015 Fifth International Conference on Digital Information and Communication Technology and its Applications (DICTAP)

Citations: N/A

PCA and LDA based Classifiers for Osteoporosis Identification

Hina Ajmal (-)

Saad Rehman

Farhan Riaz

Ali Hassan

Aqib Perwaiz (-)

Qurrat U. Ain (COMSATS institute of information technology)

Conference: 29th Pattern Recognition and Tracking Conference held from 15-19 Apr 2018 in USA

Citations: N/A

Segmentation of heart sound by clustering using spectral and temporal features

Shah Khalid (-)

Ali Hassan

Sana Ullah (-)

Farhan Riaz

Conference: IEEE Intelligent Systems Conference IntelliSys 2018

Citations: N/A

Using a Portable Device for Online Single-Trail MRCP Detection and Classification

Ali Hassan

Usman Ghani (-)

Farhan Riaz

Saad Rehman

Mads Jochumsen (Aalborg University)

Denise Taylor (Auckland University of Technology)

Imran Khan Niazi (New Zealand College of Chiropractic)

Conference: Intelligent Data Engineering and Automated Learning – IDEAL 2015

Citations: N/A

A new algorithm for reconstruction of 3-D coordinates from a 2-D image using a projected pattern

Farhan Riaz

Asim Munawar (-)

Arslan Mehboob (-)

Wajahat Baig (-)

Conference: 8th International Multitopic Conference (INMIC'04)

Citations: N/A

Human Detection in Sensitive Security areas through Recognition of Omega Shapes using MACH Filters

Muwahida Liaquat

Saad Rehman

Farhan Riaz

Ali Hassan (University of Sussex)

Rupert Young (University of Sussex)

Conference: Optical Pattern Recognition XXVI Conference

Citations: N/A

Integral Scale Histogram Local Binary Patterns for Classification of Narrow-band Gastroenterology Images

Farhan Riaz

Mario-Dinis Ribeiro (Instituto Portuguesˆ de Oncologia)

Pedro Pimentel-Nunes (Instituto Portuguesˆ de Oncologia)

Miguel Tavares Coimbra (Universidade do Porto)

Conference: 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Citations: N/A

An efficient machine learning approach for the detection of melanoma using dermoscopic images

Zahra Waheed (Bahria University)

Amna Waheed (Bahria University)

Madeeha Zafar (-)

Farhan Riaz

Conference: International Conference on Communication, Computing and Digital Systems (C-CODE)

Citations: N/A

Dermoscopic image analysis using pattern recognition techniques from region of interest (ROI) for detection of melanoma

ZEESHAN AHMAD (-)

MUNTAHA SAKEENA (-)

RUBATA RIASAT (Chinese Academy of Sciences, Beijing)

ABDUL HANNAN SADIQ (COMSATS Institute of Information Technology)

Farhan Riaz

Conference: International Conference on Machine Learning and Cybernetics (ICMLC)

Citations: N/A

A Robust Classification Model based on iBSA and GCA Biomarker for Diagnosis of Epilepsy

Ali Hassan

Farhan Riaz

Abdul Basit (-)

Conference: 2015 IEEE 28th Canadian Conference on Electrical and Computer Engineering (CCECE)

Citations: N/A

Short and Long Term Prediction of MCI-to-AD Based on Longitudinal Multimodal, Multivariate Biomarkers

Sidra Minhas (Forman Christian College)

Aasia Khanam (Forman Christian College)

Farhan Riaz

Shoab Ahmed Khan

Atif Alvi (Forman Christian College)

Conference: 9th International Conference of Latest Trends in Engineering and Technologies

Citations: N/A

Detection and Classification of Pilots Cognitive State using EEG

Q.A. Khan (-)

Ali Hassan

Saad Rehman

Farhan Riaz

Conference: 2nd IEEE International Conference on Computational Intelligence and Applications

Citations: N/A

Estimation of Illumination Map form Dermoscopy Images for Extracting Differential Structure using Gabor Local mesh Patterns

Farhan Riaz

Rida Nisar (-)

Ali Hassan

Muntaha Sakeena (-)

Muhammad Ajmal Azad (Newcastle University)

Conference: 2017 International Conference on Computational Science and Computational Intelligence (CSCI)

Citations: N/A

Processing movement related cortical potentials in EEG signals for identification of slow and fast movements

Farhan Riaz

Ali Hassan

Saad Rehman

Imran Niazi (University of Aalborg)

M. Jochumsen (University of Aalborg)

K. Dremstrup (University of Aalborg)

Conference: 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Citations: N/A

An Empirical Study to Remove Noise from Signal-Trail MRCP for Movement Intention Detection

Ali Hassan

Farhan Riaz

Saad Rehman

Mads Jochumsen (University of Aalborg)

Imran Niazi (University of Aalborg)

Kim Dremstrup (University of Aalborg)

Conference: 2015 IEEE 28th Canadian Conference on Electrical and Computer Engineering (CCECE)

Citations: N/A

Classification of Kinetics of Movement for Lower Limb using Covariate Shift Method for Brain Computer Interface

Ali Hassan

Imran Khan Niazi (Aalborg University)

M. Jochumsen (Aalborg University)

Farhan Riaz

K. Dremstrup (Aalborg University)

Conference: 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Citations: N/A

Daily Sound Recognition for Elderly People using Ensemble Methods

Arsalan Shaukat

Muhammad Ahsan (-)

Ali Hassan

Farhan Riaz

Conference: 2014 11th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)

Citations: 11

How well can the fusion of Gabor filters and local binary patterns help in identifying gastric lesions?

Farhan Riaz

Ali Hassan

Pedro Pimentel-Nunes (Oncology Institute of Porto)

Diogo Libnio e Jorge Lage (Oncology Institute of Porto)

Miguel Tavares Coimbra (Oncology Institute of Porto)

Conference: 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Citations: N/A

2022

Reviewed Papers for Journals

Impact Factor: 3.88

Copyrights

Patents

Industrial Designs

Trademarks

Software for the Annotation and Labeling of Gastroenterology Images 2022

Farhan Riaz

Ali Hassan

Farhan Hussain

Muhammad Umar Farooq

Status: Filed Approval Date: 13-Jun-2022

Industry 4.0 Process Virtualization system Dashboard/Meshloc4F 2021

Ali Hassan

Farhan Riaz

Status: Filed Approval Date: 13-Sep-2021

Industry 4.0 Process Virtualization Routing Node 2021

Ali Hassan

Farhan Riaz

Status: Filed Approval Date: 02-Aug-2021

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