Saddaf Rubab

Assistant Professor
Military College of Signals
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About

Dr. Saddaf Rubab is working as Assistant Professor in the Military College of Signals . Dr. Saddaf Rubab has a PhD in Big Data And Distributed Computing . Dr. Saddaf Rubab has published 36 research articles & conference papers having a citation count of 372 , carried out 5 projects and filed 0 intellectual property.

Research Tags

Research Projects

5

Industry Projects

0

Amount Granted

0.6 M

Publications

36

Citations

372

Intellectual Property

0
Publication Types
Project Types
Publications by Year
Projects by Year

Research Collaborators

Collaborator Image

Kashif Javed

School of Mechanical & Manufacturing Engineering
6 Collaborations
MA

Malik Muhammad Zaki Murtaza

Military College of Signals
5 Collaborations
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Muhammad Jawad Khan

School of Mechanical & Manufacturing Engineering
3 Collaborations
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Yawar Abbas Bangash

Military College of Signals
2 Collaborations
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Ali Kashif Bashir

School of Electrical Engineering and Computer Science
2 Collaborations
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Naima Iltaf

Military College of Signals
2 Collaborations
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Haider Abbas

Military College of Signals
2 Collaborations
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Mian Muhammad Waseem Iqbal

Military College of Signals
1 Collaboration
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Waleed Bin Shahid

Military College of Signals
1 Collaboration
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Hasan Sajid

School of Mechanical & Manufacturing Engineering
1 Collaboration
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Salman Raza Naqvi

School of Chemical & Materials Engineering
1 Collaboration
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Farhan Riaz

College of Electrical & Mechanical Engineering
1 Collaboration
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Ali Hassan

College of Electrical & Mechanical Engineering
1 Collaboration
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Muhammad Abbas

College of Electrical & Mechanical Engineering
1 Collaboration
Collaborator Image

Farhan Hussain

College of Electrical & Mechanical Engineering
1 Collaboration

Education

PhD Big Data And Distributed Computing 2014- 2018
Universiti Teknologi Petronas , Malaysia
MS Image Processing 2009- 2012
NUST, Islamabad , Pakistan

Experience

Assistant Professor 2022- Present
Military College of Signals , NUST
Assistant Professor 2021- 2021
Military College of Signals , NUST
Assistant Professor 2018- 2022
Military College of Signals , NUST
Assistant Professor 2018- 2018
Military College of Signals , NUST
Research Fellow 2018- 2018
Universiti Teknologi PETRONAS, Malaysia , Universiti Teknologi PETRONAS, Malaysia ,
Graduate Assistant 2014- 2018
Universiti Teknologi PETRONAS, Malaysia , Universiti Teknologi PETRONAS, Malaysia ,
Lecturer 2013- 2013
National University of Science & Technology (NUST), Pakistan , National University of Science & Technology (NUST), Pakistan ,

Awards

Uni Teknologi PETRONAS
PhD Scholarship, Universiti Teknologi PETRONAS, Malaysia

Memberships

5
Research Projects
0
Industrial Projects
5
National Projects
0
International Projects
0.6M
Total Funding (PKR)
Automated-Asset Management 2021
Saddaf Rubab
Project Status: Completed Rs: 0 M Approval Date: 2021-06-30 Completion Date: 2021-12-31
Funding Agency: IGNITE
Keen Ear 2021
Saddaf Rubab
Project Status: Completed Rs: 0 M Approval Date: 2021-06-30 Completion Date: 2021-12-31
Funding Agency: IGNITE
Rice Sorter 2020
Saddaf Rubab
Project Status: Completed Rs: 0.1 M Approval Date: 2020-08-04 Completion Date: 2020-11-05
Funding Agency: IGNITE
Pollen Hunt 2019
Saddaf Rubab
Project Status: Completed Rs: 0.1 M Approval Date: 2019-09-24 Completion Date: 2019-11-04
Funding Agency: IGNITE
Traffic Accident Prediction Model using Deep Learning and Machine Learning Algorithms 2019
Haider Abbas
Saddaf Rubab
Project Status: Completed Rs: 0.5 M Approval Date: 2019-01-23 Completion Date: 2020-05-07
Funding Agency: HEC
24
Research Articles
12
Conference Proceedings
0
Books
0
Book Chapters
31
Editorial Activities
Hybrid Approach for Shelf Monitoring and Planogram Compliance (Hyb-SMPC) in Retails Using Deep Learning and Computer Vision 2022
ME
Mehwish Saqlain
Saddaf Rubab
MA
Malik Muhammad Zaki Murtaza
NO
Nouman Ali (Mirpur University of Science and Technology)
SH
Shahzeb Ali (COMSATS University Islamabad)
Journal: Mathematical Problems in Engineering, Volume 2022, Article ID 4916818, 18 pages
Impact Factor: 0 Citations: 15 Quartile: N/A
SDG 9
Analysis of dimensionality reduction techniques on Internet of Things data using machine learning 2022
LU
Lubaba Rashid
Saddaf Rubab
MA
Majed Alhaisoni (Princess Nourah bint Abdulrahman University)
AB
Abdullah Alqahtani (Princess Nourah bint Abdulrahman University)
SH
Shtwai Alsubai (Princess Nourah bint Abdulrahman University)
AD
Adel Binbusayyis (Princess Nourah bint Abdulrahman University)
SY
Syed Ahmad Chan Bukhari (St. John’s University)
Journal: Sustainable Energy Technologies and Assessments, Volume 52, Part D, Article Number 102304
Impact Factor: 5.353 Citations: 15 Quartile: 2
SDG 9
QoS Based Multi-Constraints Bin Packing Job Scheduling Heuristic for Heterogeneous Volunteer Grid Resources 2019
Saddaf Rubab
MO
Mohd Fadzil Hassan (Petronas University of Technology, Malaysia)
AH
Ahmad Kamil Mahmood (Petronas University of Technology, Malaysia)
SY
Syed Nasir Mehmood Shah (Petronas University of Technology, Malaysia)
Journal: The International Arab Journal of Information Technology, Volume 16, No. 4, Pages 661-668
Impact Factor: 0.467 Citations: 0 Quartile: 4
Efficient Image Steganogrphic Algorithms Utilizing Transforms: Wavelet and Contourlet with Blowfish Encryption 2015
Saddaf Rubab
DR
Dr. Younus Javed (-)
Journal: 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
Impact Factor: 0 Citations: 0 Quartile: N/A
Grid Computing in Light of Resource Management Systems: A Review 2015
Saddaf Rubab
M
Mohd. Fadzil Hassan (Petronas University of Technology, Malaysia)
AH
Ahmad Kamil Mahmood (Petronas University of Technology, Malaysia)
NA
Nasir Mehmood Shah (Petronas University of Technology, Malaysia)
Journal: Journal of Basic and Applied Scientific Research, Volume 5, Issue 5, Pages 33-43
Impact Factor: - Citations: 0 Quartile: N/A
Detection and prediction of traffic accidents using deep learning techniques 2022
AN
Anique Azhar
Saddaf Rubab
MA
Malik Muhammad Zaki Murtaza
Yawar Abbas Bangash
MO
Mohammad Dahman Alshehri (Taif University)
FI
Fizza Illahi
Ali Kashif Bashir
Journal: Cluster Computing, Pages 1-17
Impact Factor: 4.4 Citations: 47 Quartile: 1
Improved Image Steganography Technique for Colored Images using Wavelet Transform 2012
Saddaf Rubab
MU
Muhammad Younas Javed (-)
Journal: International Journal of Computer Applications , International Journal of Computer Applications Volume: 39 Number: 14 Pages: 29-32 February 2012
Impact Factor: 0 Citations: 0 Quartile: N/A
Application Analysis: Theory of Constraints for Jobs Scheduling on Volunteer Grid Resources 2016
Saddaf Rubab
MO
Mohd Fadzil Hassan (Petronas University of Technology, Malaysia)
A
Ahmad Kamil Mahmood (Petronas University of Technology, Malaysia)
SY
Syed Nasir Mehmood Shah (Petronas University of Technology, Malaysia)
Journal: Advanced Science Letters, Volume 22, Number 10, Pages 2715-2718
Impact Factor: N/A Citations: 0 Quartile: N/A
Enhanced Accuracy for Motor Imagery Detection Using Deep Learning for BCI 2021
AY
Ayesha Sarwar (-)
Kashif Javed
Muhammad Jawad Khan
Saddaf Rubab
OH
Oh-Young Song (Sejong University)
US
Usman Tariq (Prince Sattam Bin Abdulaziz University)
Journal: Computers, Materials and Continua, Volume 68, No.3, Pages 3825-3840
Impact Factor: 3.772 Citations: 1 Quartile: 2
Integrated CWT-CNN for Epilepsy Detection Using Multiclass EEG Dataset 2021
SI
Sidra Naseem (-)
Kashif Javed
Muhammad Jawad Khan
Saddaf Rubab
MU
Muhammad Attique Khan (HITECH University)
YU
Yunyoung Nam (Soonchunhyang University)
Journal: CMC-Computers, Materials & Continua, Volume 69, No.1, Pages 471-486
Impact Factor: 3.772 Citations: 23 Quartile: 2
Enhanced lignin extraction and optimisation from oil palm biomass using neural network modelling 2021
TA
Tazien Rashid (Universiti Teknologi PETRONAS)
SY
Syed Ali Ammar Taqvi (NED University of Engineering and Technology)
FA
Farooq Sher (Coventry University)
Saddaf Rubab
MU
Murugesan Thanabalan (Universiti Teknologi PETRONAS)
MU
Muhammad Bilal (Huaiyin Institute of Technology)
BA
Badar ul Islam (NFC Institute of Engineering and Fertilizer Research)
Journal: Fuel, Volume 293, Pages 120485-120497
Impact Factor: 8.035 Citations: 99 Quartile: 1
Forensic Analysis of Social Networking Applications on an Android Smartphone 2021
Mian Muhammad Waseem Iqbal
AN
Anoshia Manahil (-)
MO
Mohsin Iftikhar (Charles Stuart University)
Waleed Bin Shahid
KH
Khwaja Mansoor (Air University)
Saddaf Rubab
Journal: Wireless Communications and Mobile Computing, Volume 2021, Article ID 5567592, 36 pages
Impact Factor: 2.146 Citations: 23 Quartile: 3
S-RAP: relevance-aware QoS prediction in web-services and user contexts 2022
HA
Hafiz Syed Muhammad Muslim
Saddaf Rubab
MA
Malik Muhammad Zaki Murtaza
Naima Iltaf
Ali Kashif Bashir
Kashif Javed
Journal: Knowledge and Information Systems, Volume 64, Issue 7, Pages 1997-2022
Impact Factor: 2.531 Citations: 5 Quartile: 3
SDG 9
Driver's emotion and behavior classification system based on Internet of Things and deep learning for Advanced Driver Assistance System (ADAS) 2022
MA
Mariya Tauqeer
Saddaf Rubab
Kashif Javed
RI
Rizwan Ali Naqvi (Sejong University)
Journal: Computer Communications, Volume 194, Pages 258-267
Impact Factor: 5.047 Citations: 15 Quartile: 1
SDG 3
Hemodynamic Response Detection Using Integrated EEG-fNIRS-VPA for BCI 2022
Hasan Sajid
Saddaf Rubab
NO
Noman Naseer (Air University)
AR
Arshia Arif (-)
Muhammad Jawad Khan
Kashif Javed
TA
Talha Irfan Khan ( Institute of Space Technology)
Journal: CMC-Computers, Materials & Continua, Volume 70, No.1, Pages 535-555
Impact Factor: 3.860 Citations: 5 Quartile: 2
A Study on AI-based Waste Management Strategies for the COVID-19 Pandemic 2022
Saddaf Rubab
MA
Malik Muhammad Zaki Murtaza
FA
Fahim Uddin (NED University of Engineering and Technology)
Yawar Abbas Bangash
SY
Syed Ali Ammar Taqvi (NED University of Engineering and Technology)
Journal: ChemBioEng Reviews, Volume 9, No. 2, Pages 1-15
Impact Factor: 2.927 Citations: 26 Quartile: 2
SDG 9
A framework to predict early news popularity using deep temporal propagation patterns 2022
RA
Ramsha Saeed
Haider Abbas
SA
Sara Asif
Saddaf Rubab
MA
Malik Muhammad Zaki Murtaza
Naima Iltaf
SH
Shynar Mussiraliyeva (Al-Farabi, Kazakh National University)
Journal: Expert Systems with Applications, Volume 195, Article Number 116496
Impact Factor: 6.954 Citations: 7 Quartile: 1
SDG 9
Energy-efficient dynamic channel allocation algorithm in wireless body area network 2022
Saddaf Rubab
MU
Muhammad Ashraf (Bahria University)
SH
Shahzad Hassan (Bahria University)
MU
Muhammad Attique Khan (HITEC University Taxila)
US
Usman Tariq (Prince Sattam Bin Abdulaziz University)
SE
Seifedine Kadry (Noroff University College)
Journal: Environment, Development and Sustainability , Pages 1-17
Impact Factor: 3.219 Citations: 18 Quartile: 2
Simultaneous fault diagnosis based on multiple kernel support vector machine in nonlinear dynamic distillation column 2022
SY
Syed Ali Ammar Taqvi (NED University of Engineering and Technology)
HA
Haslinda Zabiri (Universiti Teknologi PETRONAS)
FA
Fahim Uddin (NED University of Engineering and Technology)
MU
Muhammad Naqvi (Karlstad University)
LE
Lemma Dendena Tufa (Addis Ababa Institute of Technology)
MA
Majida Kazmi (NED University of Engineering and Technology)
Saddaf Rubab
Salman Raza Naqvi
AB
Abdulhalim Shah Maulud (Universiti Teknologi PETRONAS)
Journal: Energy Science & Engineering, Pages 1-26
Impact Factor: 4.170 Citations: 21 Quartile: 2
SDG 7
Reliability Driven Constrained Job Scheduling on Volunteer Grid Resources 2016
Saddaf Rubab
MO
Mohd Fadzil Hassan (University Teknologi PETRONAS, Malaysia)
AH
Ahmad Kamil Mahmood (University Teknologi PETRONAS, Malaysia)
S
Syed Nasir Mehmood Shah (Dr. A. Q. Khan Institute of Computer Sciences and Information Technology, (KICSIT), Rawalpindi.)
Journal: Advanced Science Letters, ADVANCED SCIENCE LETTERS, Volume 22, Number 10, October 2016, pp. 2690-2694(5)
Impact Factor: N/A Citations: 0 Quartile: N/A
Context-oriented trust computation model for industrial Internet of Things 2021
AY
Ayesha Altaf (-)
Haider Abbas
FA
Faiza Iqbal (University of Lahore)
FA
Farrukh AslamKh (King Saud University)
AB
Abdelouahid Derhab (King Saud University)
Saddaf Rubab
Journal: Computers & Electrical Engineering, Volume 92, Article Number 107123
Impact Factor: 4.152 Citations: 15 Quartile: 2
Improved Image Steganography Technique for Colored Images using Huffman Encoding with Symlet Wavelets 2012
Saddaf Rubab
DR
Dr. M. Younus (-)
Journal: IJCSI International Journal of Computer Science Issues, Volume 9., Issue 2
Impact Factor: 0 Citations: 0 Quartile: N/A
A Framework for Classification of Gabor Based Frequency Selective Bone Radiographs Using CNN 2021
RE
Rehan Nemati (-)
Farhan Riaz
Ali Hassan
SA
Saad Rehman (HITEC University)
MU
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
Automated Design for Recognition of Blood Cells Diseases from Hematopathology using Classical Features Selection and ELM 2020
MU
Muhammad Qasim (HITEC University)
HA
Hafiz Muhammad Junaid Lodhi (HITEC University)
MU
Muhammad Nazir (HITEC University)
Kashif Javed
Saddaf Rubab
MU
Muhammad Attique Khan (HITEC University)
AH
Ahmad Din (COMSATS University Islamabad)
US
Usman Habib (National University of Computer and Emerging Sciences)
Journal: Microscopy Research and Technique , Pages 1-15
Impact Factor: 2.769 Citations: 35 Quartile: 1
An Efficient Interactive Multilayered Approach for Segmentation of Complex Images
JU
Juwairiyah Naeem
Kashif Javed
Saddaf Rubab
Muhammad Jawad Khan
Conference: 2021 International Conference on Communication Technologies (ComTech)
Citations: N/A
Towards Efficient Aerial Object Detection: Techniques, Datasets and Challenges
Hirra Anwar
Kashif Javed
Saddaf Rubab
Muhammad Jawad Khan
Conference: 2021 International Conference on Communication Technologies (ComTech)
Citations: N/A
Detection of moving human using optimized correlation filters in homogeneous environment
NA
Naeem Akbar (-)
SA
Sara Tehsin (-)
AH
Ahmad Bilal (-)
Saddaf Rubab
SA
Saad Rehman (HITEC University)
RU
Rupert Young (University of Sussex)
NA
Naeem Akbar (-)
SA
Sara Tehsin (-)
AH
Ahmad Bilal (-)
Saddaf Rubab
SA
Saad Rehman (HITEC University)
RU
Rupert Young (University of Sussex)
Conference: SPIE Defense + Commercial Sensing
Citations: N/A
A review on resource availability prediction methods in volunteer grid computing
Saddaf Rubab
MO
Mohd. Fadzil B. Hassan (Universiti Teknologi PETRONAS)
AH
Ahmad Kamil B. Mahmood (Universiti Teknologi PETRONAS)
NA
Nasir Mehmood Shah (National Centre for Physics)
Conference: IEEE International Control System, Computing and Engineering (ICCSCE) 2014
Citations: N/A
Job Scheduling Approach Based on Quality of Service Classification in Volunteer Grid Environment
Saddaf Rubab
MO
Mohd Fadzil Hassan (Universiti Teknologi PETRONAS)
AH
Ahmad Kamil Mahmood (Universiti Teknologi PETRONAS)
NA
Nasir Mehmood Shah (Universiti Teknologi PETRONAS)
Conference: The Fourth International Conference on Computer Science & Computational Mathematics (ICCSCM 2015)
Citations: N/A
Bin Packing Multi-Constraints Job Scheduling Heuristic for Heterogeneous Volunteer Grid Resources
Saddaf Rubab
NA
Nasir Mehmood Shah (Universiti Teknologi PETRONAS)
AH
Ahmad Kamil Mahmood (Universiti Teknologi PETRONAS)
MO
Mohd Fadzil Hassan (Universiti Teknologi PETRONAS)
Conference: The Fourth International Conference on Computer Science & Computational Mathematics (ICCSCM 2015)
Citations: N/A
Adoptability Study of Bin-Packing for Scheduling Jobs on Volunteer Grid Resources
Saddaf Rubab
MO
Mohd Fadzil Hassan (Universiti Teknologi PETRONAS)
AH
Ahmad Kamil Mahmood (Universiti Teknologi PETRONAS)
SY
Syed Nasir Mehmood Shah (Universiti Teknologi PETRONAS)
Conference: 7th International Conference on Advances in Information Technology (IAIT)
Citations: N/A
Forecasting Volunteer Grid Workload Using Holt-Winters’ Method
Saddaf Rubab
MO
Mohd Fadzil Hassan (Universiti Teknologi PETRONAS)
AH
Ahmad Kamil Mahmood (Universiti Teknologi PETRONAS)
SY
Syed Nasir Mehmood Shah (Universiti Teknologi PETRONAS)
Conference: 2nd International Symposium on Technology Management and Emerging Technologies (IEEE)
Citations: N/A
Experimental Performance Analysis of Job Scheduling Algorithms on Computational Grid using Real Workload Traces
Saddaf Rubab
SY
Syed Nasir Mehmood Shah (Dr. A. Q. Khan Institute of Computer Sciences & Information Technology)
AH
Ahmad Kamil Mahmood (Universiti Teknologi PETRONAS)
MO
Mohd Fadzil Hassan (Universiti Teknologi PETRONAS)
Conference: First EAI International Conference on Computer Science and Engineering (COMPSE)
Citations: N/A
Proactive Job Scheduling and Migration using Artificial Neural Networks for Volunteer Grid
Saddaf Rubab
MO
Mohd Fadzil Hassan (Universiti Teknologi PETRONAS)
AH
Ahmad Kamil Mahmood (Universiti Teknologi PETRONAS)
SY
Syed Nasir Mehmood Shah (Dr. A. Q. Khan Institute of Computer Sciences & Information Technology)
Conference: First EAI International Conference on Computer Science and Engineering (COMPSE)
Citations: N/A
Random Forest Forecast (RFF): One Hour Ahead Jobs in Volunteer Grid
Saddaf Rubab
MO
Mohd Fadzil Hassan (Universiti Teknologi PETRONAS)
AH
Ahmad Kamil Mahmood (Universiti Teknologi PETRONAS)
SY
Syed Nasir Mehmood Shah (Dr. A. Q. Khan Institute of Computer Sciences & Information Technology)
Conference: International Conference on Computer & Information Sciences (ICCOINS)
Citations: N/A
Performance Management Using Autonomous Control-Based Distributed Coordination Approach in a Volunteer Grid Computing Environment
Saddaf Rubab
MO
Mohd Fadzil Hassan (University Teknologi PETRONAS)
AH
Ahmad Kamil Mahmood (University Teknologi PETRONAS)
SY
Syed Nasir Mehmood Shah (Dr. A. Q. Khan Institute of Computer Sciences & Information Technology)
Conference: 5th Computer Science On-line Conference 2016 (CSOC2016)
Citations: N/A
2022
Reviewed Papers for Journals
Impact Factor: 3.401
2022
Reviewed Papers for Journals
Impact Factor: 3.860
2022
Reviewed Papers for Journals
Impact Factor: 3.860
2021
Reviewed Papers for Journals
Impact Factor: 3.7
2021
Reviewed Papers for Journals
Impact Factor: 3.7
2022
Reviewed Papers for Journals
Impact Factor: 5.6
2021
Reviewed Papers for Journals
Impact Factor: 5.6
2021
Reviewed Papers for Journals
Impact Factor: 4.9
2021
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Impact Factor: 0
2021
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Impact Factor: 0
2021
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Impact Factor: 0
2024
Reviewed Papers for Journals
Impact Factor: 1.8
2020
Reviewed Papers for Journals
Impact Factor: 3.32
2020
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2020
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2020
Reviewed Papers for Journals
Impact Factor: 5.86
2020
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2020
Reviewed Papers for Journals
Impact Factor: 1.93
2020
Reviewed Papers for Journals
Impact Factor: 2.5
2018
Reviewed Papers for Journals
Impact Factor: 1.515
2019
Reviewed Papers for Journals
Impact Factor: 2.93
2019
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0
Total Supervisions
0
PhD Supervisions
0
MS Supervisions

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