Summary
Academic Background
PhD
(Big Data And Distributed Computing) Universiti Teknologi Petronas
February 04, 2014 - February 08, 2018
Honours and Awards
Uni Teknologi PETRONAS
PhD Scholarship, Universiti Teknologi PETRONAS, Malaysia
Publications
Driver's emotion and behavior classification system based on Internet of Things and deep learning for Advanced Driver Assistance System (ADAS)
October 01, 2022
Mariya Tauqeer, Saddaf Rubab, Rizwan Ali Naqvi, Kashif Javed,
Computer Communications - Volume 194, Pages 258-267
Analysis of dimensionality reduction techniques on Internet of Things data using machine learning
August 01, 2022
Lubaba Rashid, Saddaf Rubab, Majed Alhaisoni, Abdullah Alqahtani, Shtwai Alsubai, Adel Binbusayyis, Syed Ahmad Chan Bukhari,
Sustainable Energy Technologies and Assessments - Volume 52, Part D, Article Number 102304
S-RAP: relevance-aware QoS prediction in web-services and user contexts
July 01, 2022
Hafiz Syed Muhammad Muslim, Saddaf Rubab, Malik Muhammad Khan, Naima Altaf, Ali Kashif Bashir, Kashif Javed,
Knowledge and Information Systems - Volume 64, Issue 7, Pages 1997-2022
Hybrid Approach for Shelf Monitoring and Planogram Compliance (Hyb-SMPC) in Retails Using Deep Learning and Computer Vision
June 15, 2022
Mehwish Saqlain, Saddaf Rubab, Malik Muhammad Zaki Murtaza, Nouman Ali, Shahzeb Ali,
Mathematical Problems in Engineering - Volume 2022, Article ID 4916818, 18 pages
A framework to predict early news popularity using deep temporal propagation patterns
June 01, 2022
Ramsha Saeed, Haider Abbas, Sara Asif, Saddaf Rubab, Malik Muhammad Khan, Naima Altaf, Shynar Mussiraliyeva,
Expert Systems with Applications - Volume 195, Article Number 116496
A Study on AI-based Waste Management Strategies for the COVID-19 Pandemic
March 09, 2022
Saddaf Rubab, Malik Muhammad Zaki Murtaza, Fahim Uddin, Yawar Abbas Bangash, Syed Ali Ammar Taqvi,
ChemBioEng Reviews - Volume 9, No. 2, Pages 1-15
Simultaneous fault diagnosis based on multiple kernel support vector machine in nonlinear dynamic distillation column
January 18, 2022
Syed Ali Ammar Taqvi, Haslinda Zabiri, Fahim Uddin, Muhammad Naqvi, Lemma Dendena Tufa, Majida Kazmi, Saddaf Rubab, Salman Raza Naqvi, Abdulhalim Shah Maulud,
Energy Science & Engineering - Pages 1-26
Detection and prediction of traffic accidents using deep learning techniques
January 15, 2022
Anique Azhar, Saddaf Rubab, Malik Muhammad Zaki Murtaza, Yawar Abbas Bangash, Mohammad Dahman Alshehri, Fizza Illahi, Ali Kashif Bashir,
Cluster Computing - Pages 1-17
Energy-efficient dynamic channel allocation algorithm in wireless body area network
January 04, 2022
Muhammad Ashraf, Shahzad Hassan, Saddaf Rubab, Muhammad Attique Khan, Usman Tariq, Seifedine Kadry,
Environment, Development and Sustainability - Pages 1-17
Hemodynamic Response Detection Using Integrated EEG-fNIRS-VPA for BCI
January 01, 2022
Arshia Arif, Muhammad Jawad Khan, Kashif Javed, Hasan Sajid, Saddaf Rubab, Noman Naseer, Talha Irfan Khan,
CMC-Computers, Materials & Continua - Volume 70, No.1, Pages 535-555
Forensic Analysis of Social Networking Applications on an Android Smartphone
July 23, 2021
Anoshia Manahil, Mian Muhammad Waseem Iqbal, Mohsin Iftikhar, Waleed Bin Shahid, Khwaja Mansoor , Saddaf Rubab,
Wireless Communications and Mobile Computing - Volume 2021, Article ID 5567592, 36 pages
Integrated CWT-CNN for Epilepsy Detection Using Multiclass EEG Dataset
June 04, 2021
Sidra Naseem, Kashif Javed, Muhammad Jawad Khan, Saddaf Rubab, Muhammad Attique Khan, Yunyoung Nam,
CMC-Computers, Materials & Continua - Volume 69, No.1, Pages 471-486
Context-oriented trust computation model for industrial Internet of Things
June 01, 2021
Ayesha Altaf, Haider Abbas , Faiza Iqbal , Farrukh AslamKh, Saddaf Rubab, Abdelouahid Derhab,
Computers & Electrical Engineering - Volume 92, Article Number 107123
Enhanced lignin extraction and optimisation from oil palm biomass using neural network modelling
June 01, 2021
Tazien Rashid, Syed Ali Ammar Taqvi, Farooq Sher, Saddaf Rubab, Murugesan Thanabalan, Muhammad Bilal, Badar ul Islam,
Fuel - Volume 293, Pages 120485-120497
Enhanced Accuracy for Motor Imagery Detection Using Deep Learning for BCI
May 06, 2021
Ayesha Sarwar, Kashif Javed, Muhammad Jawad Khan, Saddaf Rubab, Oh-Young Song, Usman Tariq,
Computers, Materials and Continua - Volume 68, No.3, Pages 3825-3840
A Framework for Classification of Gabor Based Frequency Selective Bone Radiographs Using CNN
April 01, 2021
Rehan Nemati, Farhan Riaz, Ali Hassan, Muhammad Abbas, Saad Rehman, Farhan Hussain, Saddaf Rubab , Muhammad Ajmal Azad,
Arabian Journal of Science and Engineering - Volume 46, Pages 4141-4152
Automated Design for Recognition of Blood Cells Diseases from Hematopathology using Classical Features Selection and ELM
September 07, 2020
Muhammad Attique Khan, Muhammad Qasim, Hafiz Muhammad Junaid Lodhi , Muhammad Nazir, Kashif Javed, Saddaf Rubab, Ahmad Din, Usman Habib,
Microscopy Research and Technique - Pages 1-15
QoS Based Multi-Constraints Bin Packing Job Scheduling Heuristic for Heterogeneous Volunteer Grid Resources
July 01, 2019
Saddaf Rubab, Mohd Fadzil Hassan, Ahmad Kamil Mahmood, Syed Nasir Mehmood Shah,
The International Arab Journal of Information Technology - Volume 16, No. 4, Pages 661-668
Reliability Driven Constrained Job Scheduling on Volunteer Grid Resources
October 01, 2016
Saddaf Rubab, Mohd Fadzil Hassan, Ahmad Kamil Mahmood, Syed Nasir Mehmood Shah,
Advanced Science Letters - ADVANCED SCIENCE LETTERS, Volume 22, Number 10, October 2016, pp. 2690-2694(5)
Application Analysis: Theory of Constraints for Jobs Scheduling on Volunteer Grid Resources
October 01, 2016
Saddaf Rubab, Mohd Fadzil Hassan, Ahmad Kamil Mahmood, Syed Nasir Mehmood Shah,
Advanced Science Letters - Volume 22, Number 10, Pages 2715-2718
Grid Computing in Light of Resource Management Systems: A Review
April 30, 2015
Saddaf Rubab, Mohd. Fadzil Hassan, Ahmad Kamil Mahmood, Nasir Mehmood Shah,
Journal of Basic and Applied Scientific Research - Volume 5, Issue 5, Pages 33-43
Efficient Image Steganogrphic Algorithms Utilizing Transforms: Wavelet and Contourlet with Blowfish Encryption
February 03, 2015
Saddaf Rubab, Dr. Younus Javed,
International Journal of Computer Network and Information Security(IJCNIS) - International Journal of Computer Network and Information Security(IJCNIS), Vol.7, No.2, PP.15-24, Jan. 2015
Improved Image Steganography Technique for Colored Images using Wavelet Transform
February 02, 2012
Saddaf Rubab, Muhammad Younas Javed ,
International Journal of Computer Applications - International Journal of Computer Applications Volume: 39 Number: 14 Pages: 29-32 February 2012
Improved Image Steganography Technique for Colored Images using Huffman Encoding with Symlet Wavelets
January 02, 2012
Saddaf Rubab, Dr. M. Younus,
IJCSI International Journal of Computer Science Issues - Volume 9., Issue 2
Conferences
An Efficient Interactive Multilayered Approach for Segmentation of Complex Images
September 21, 2021 - September 22, 2021
Juwairiyah Naeem, Kashif Javed, Saddaf Rubab, Muhammad Jawad Khan,
2021 International Conference on Communication Technologies (ComTech)
Towards Efficient Aerial Object Detection: Techniques, Datasets and Challenges
September 21, 2021 - September 22, 2021
Hirra Anwar, Kashif Javed, Saddaf Rubab, Muhammad Jawad Khan, Muhammad Jawad Khan,
2021 International Conference on Communication Technologies (ComTech)
Detection of moving human using optimized correlation filters in homogeneous environment
May 11, 2020 - May 11, 2020
Naeem Akbar, Sara Tehsin, Ahmad Bilal, Saddaf Rubab, Saad Rehman, Rupert Young, Naeem Akbar, Sara Tehsin, Ahmad Bilal, Saddaf Rubab, Saad Rehman, Rupert Young,
SPIE Defense + Commercial Sensing
Proactive Job Scheduling and Migration using Artificial Neural Networks for Volunteer Grid
November 11, 2016 - November 12, 2016
Saddaf Rubab, Mohd Fadzil Hassan, Ahmad Kamil Mahmood, Syed Nasir Mehmood Shah,
First EAI International Conference on Computer Science and Engineering (COMPSE)
Experimental Performance Analysis of Job Scheduling Algorithms on Computational Grid using Real Workload Traces
November 11, 2016 - November 12, 2016
Saddaf Rubab, Syed Nasir Mehmood Shah, Ahmad Kamil Mahmood, Mohd Fadzil Hassan,
First EAI International Conference on Computer Science and Engineering (COMPSE)
Random Forest Forecast (RFF): One Hour Ahead Jobs in Volunteer Grid
August 15, 2016 - August 17, 2016
Saddaf Rubab, Mohd Fadzil Hassan, Ahmad Kamil Mahmood, Syed Nasir Mehmood Shah,
International Conference on Computer & Information Sciences (ICCOINS)
Performance Management Using Autonomous Control-Based Distributed Coordination Approach in a Volunteer Grid Computing Environment
April 27, 2016 - April 30, 2016
Saddaf Rubab, Mohd Fadzil Hassan, Ahmad Kamil Mahmood, Syed Nasir Mehmood Shah,
5th Computer Science On-line Conference 2016 (CSOC2016)
Adoptability Study of Bin-Packing for Scheduling Jobs on Volunteer Grid Resources
November 22, 2015 - November 25, 2015
Saddaf Rubab, Mohd Fadzil Hassan, Ahmad Kamil Mahmood, Syed Nasir Mehmood Shah,
7th International Conference on Advances in Information Technology (IAIT)
Forecasting Volunteer Grid Workload Using Holt-Winters’ Method
August 25, 2015 - August 27, 2015
Saddaf Rubab, Mohd Fadzil Hassan, Ahmad Kamil Mahmood, Syed Nasir Mehmood Shah,
2nd International Symposium on Technology Management and Emerging Technologies (IEEE)
Job Scheduling Approach Based on Quality of Service Classification in Volunteer Grid Environment
May 07, 2015 - May 08, 2015
Saddaf Rubab, Mohd Fadzil Hassan, Ahmad Kamil Mahmood, Nasir Mehmood Shah,
The Fourth International Conference on Computer Science & Computational Mathematics (ICCSCM 2015)
Bin Packing Multi-Constraints Job Scheduling Heuristic for Heterogeneous Volunteer Grid Resources
May 07, 2015 - May 08, 2015
Saddaf Rubab, Nasir Mehmood Shah, Ahmad Kamil Mahmood, Mohd Fadzil Hassan,
The Fourth International Conference on Computer Science & Computational Mathematics (ICCSCM 2015)
A review on resource availability prediction methods in volunteer grid computing
November 28, 2014 - November 30, 2014
Saddaf Rubab, Mohd. Fadzil B. Hassan, Ahmad Kamil B. Mahmood, Nasir Mehmood Shah,
IEEE International Control System, Computing and Engineering (ICCSCE) 2014
Research Fellow
Universiti Teknologi PETRONAS, Malaysia
March 01, 2018 - December 31, 2018
Graduate Assistant
Universiti Teknologi PETRONAS, Malaysia
February 04, 2014 - February 28, 2018
Lecturer
National University of Science & Technology (NUST), Pakistan
January 01, 2013 - December 31, 2013