About

Dr. Naima Iltaf is working as Professor in the Military College of Signals . Dr. Naima Iltaf has a PhD in Recommender System/Distributed System . Dr. Naima Iltaf has published 50 research articles & conference papers having a citation count of 462 , carried out 12 projects and filed 0 intellectual property.

Research Tags

Artificial Intelligence Computer Vision Natural Language Processing Machine Learning

Research Projects

12

Industry Projects

0

Amount Granted

37.1 M

Publications

50

Citations

462

Intellectual Property

0
Publication Types
Project Types
Publications by Year
Projects by Year

Education

PhD Recommender System/Distributed System 2008- 2013
NUST, Islamabad , Pakistan
MS Software Engineering 2004- 2006
NUST, Islamabad , Pakistan
MSc Computer Science 2000- 2003
Jinnah University for Women , Pakistan
F.Sc Pre Medical 1996- 1998
BSE, Karachi , pakistan (Duplicate)

Experience

Professor 2024- Present
Military College of Signals , NUST
Associate Professor 2020- 2024
Military College of Signals , NUST
Associate Professor 2019- 2020
Military College of Signals , NUST
Assistant Professor 2013- 2019
Military College of Signals , NUST

Awards

Best Researcher MCS 2019 2020
Best Teacher MCS 2018 2019
Gold Medal
Recipient of Gold medal in Masters in Computer Science.

Memberships

12
Research Projects
0
Industrial Projects
12
National Projects
0
International Projects
37.1M
Total Funding (PKR)
AudioX 2025
Project Status: Completed Rs: 0.1 M Approval Date: 2025-01-30 Completion Date: 2025-08-12
Funding Agency: IGNITE
Data Dialogue 2025
Project Status: Completed Rs: 0.1 M Approval Date: 2025-01-30 Completion Date: 2025-08-12
Funding Agency: IGNITE
Improving Bilingual Data Quality in Citizen Records & Semantic Information Retrieval 2025
Project Status: Approved_inprocess Rs: 7.0 M Approval Date: 2025-05-05 Completion Date: 2025-11-06
Funding Agency: NADRA
Smart Visual Alert System 2023
Project Status: Completed Rs: 0.0 M Approval Date: 2023-07-29 Completion Date: N/A
Funding Agency: IGNITE
AI-based Risk Predictive tool for early diagnosis and treatment of Gestational Diabetes 2023
Project Status: Approved_inprocess Rs: 12.9 M Approval Date: 2023-10-01 Completion Date: 2025-03-31
Funding Agency: PHC GLOBAL
Domain Specific GPT (Large Language Model) 2023
Project Status: Approved_inprocess Rs: 1.7 M Approval Date: 2023-05-01 Completion Date: 2023-11-30
Funding Agency: Army
Road accident avoiding system 2022
Project Status: Completed Rs: 0.1 M Approval Date: 2022-12-20 Completion Date: 2022-12-22
Funding Agency: Ignite
AI STP- Web Appl Security Evaluation and Health Informatics 2022
Project Status: Approved_inprocess Rs: 15.1 M Approval Date: 2022-02-15 Completion Date: N/A
Funding Agency: Army
Surgeon X 2018
Project Status: Completed Rs: 0.0 M Approval Date: 2018-06-29 Completion Date: 2018-12-07
Funding Agency: IGNITE
Indoor Disaster Analyzer 2018
Project Status: Completed Rs: 0.1 M Approval Date: 2018-06-29 Completion Date: 2018-12-07
Funding Agency: IGNITE
Virtual Visits 2019
Project Status: Completed Rs: 0.0 M Approval Date: 2019-09-24 Completion Date: 2019-11-04
Funding Agency: IGNITE
VioDet 2020
Project Status: Completed Rs: 0.1 M Approval Date: 2020-08-04 Completion Date: 2020-11-05
Funding Agency: IGNITE
35
Research Articles
15
Conference Proceedings
0
Books
0
Book Chapters
9
Editorial Activities
Learning beyond books: A hybrid model to learn real-world problems 2024
Journal: Computer Applications in Engineering Education, Pages 1-15
Impact Factor: 2.000 Citations: 1 Quartile: 2
SDG 4
Low Resource Summarization using Pre-trained Language Models 2024
Journal: ACM Transactions on Asian and Low-Resource Language Information Processing, Pages:19
Impact Factor: 1.800 Citations: 6 Quartile: 3
SDG 4
HRS-CE: A Hybrid Framework to integrate Content Embeddings in Recommender Systems for Cold Start Items 2018
FA
Fahad Anwaar (-)
RA
Raheel Nawaz (Manchester Metropolitan University)
Journal: Journal of Computational Science, Volume 29, Pages 9-18
Impact Factor: 2.502 Citations: 54 Quartile: 2
Fuzzy ensemble of fined tuned BERT models for domain-specific sentiment analysis of software engineering dataset 2024
ZE
Zeeshan Anwar
SE
Seifedine Kadry (Noroff University College)
JU
Jungeun Kim (Kongju National University)
Journal: PLoS ONE, Volume 19(5), Article Number e0300279
Impact Factor: 2.900 Citations: 4 Quartile: 1
SDG 4
A mechanism for detecting dishonest recommendation in indirect trust computation 2013
Journal: EURASIP Journal on Wireless Communications and Networking, Article Number: 189
Impact Factor: 0.805 Citations: 32 Quartile: 3
ConvSeq-MF: Convo-Sequential Matrix Factorization for recommender system 2025
ZE
Zeeshan Khan (Gwangju Institute of Science and Technology (GIST))
ZA
Zafran Khan (Gwangju Institute of Science and Technology (GIST))
Journal: Neurocomputing, Volume 618, Article Number 128932
Impact Factor: 5.500 Citations: 2 Quartile: 1
SDG 9
Efficient Text Style Transfer through Robust Masked Language Model and Iterative Inference 2024
OS
Osama Subhani Khan
RA
Rabia Latif (Prince Sultan University)
NO
Nor Shahida Mohd Jamail (Prince Sultan University)
Journal: IEEE Access, Volume 12, Pages 182353-182373
Impact Factor: 3.400 Citations: 1 Quartile: 2
SDG 9
Automated acute lymphoblastic leukaemia detection system using microscopic images 2019
KO
Komal Nain Sukhia (-)
MU
Muhammad Mohsin Riaz (COMSATS University Islamabad)
Journal: IET Image Processing, Volume: 13, Issue: 13, Pages 2548-2553
Impact Factor: 1.995 Citations: 17 Quartile: 3
Content-based histopathological image retrieval using multi-scale and multi channel decoder based LTP 2019
KO
Komal Nain Sukhia (-)
M.
M.M. Riaz (COMSATS University Islamabad)
S.
S.S. Ali (COMSATS University Islamabad)
Journal: Biomedical Signal Processing and Control, Volume 54, Article Number 101582
Impact Factor: 3.137 Citations: 14 Quartile: 2
CATSWoTS: Context Aware Trustworthy Social Web of Things System 2019
Journal: Sensors, Volume: 19, Issue: 14, Article Number: 3076,
Impact Factor: 3.275 Citations: 15 Quartile: 1
Magnetic resonance and computed tomography image fusion using saliency map and cross bilateral filter 2019
M.
M. Munawwar Iqbal (-)
M.
M. Mohsin Riaz (COMSATS University)
MU
Muhammad Attique Sadiq (Foundation University Medical College)
Journal: Signal, Image and Video Processing, Volume:13, Pages:1157-1164
Impact Factor: 1.794 Citations: 8 Quartile: 3
RPf-GCNs: reciprocal perspective driven fused GCNs for rumor detection on social media 2024
ZA
Zafran Khan (Gwangju Institute of Science & Technology)
JE
Jeonghwan Gwak (Korea National University of Transportation)
WI
Witold Pedrycz (University of Alberta)
MO
Moongu Jeon (Gwangju Institute of Science & Technology)
Journal: Journal of Big Data, Vol:11, Article number: 12, Pages:14
Impact Factor: 8.1 Citations: 4 Quartile: 1
SDG 9 SDG 10
An Efficient Eulerian Video Magnification Technique for Micro-biology Applications 2017
M.
M. Mohsin Riaz (COMSATS Institute of Information Technology)
MA
Maemoona Kyani (-)
Journal: Radioengineering, Vol:2017, Issue: 01, Pages:316-322
Impact Factor: 1.048 Citations: 5 Quartile: 4
Overlapping White Blood Cells Detection based on Watershed Transform and Circle Fitting 2017
M.
M. Mohsin Riaz (COMSATS Institute of Information Technology)
KO
Komal Nain Sukhia (-)
Journal: Radioengineering, Volume 26, No. 4, Pages 1177-1181
Impact Factor: 1.048 Citations: 8 Quartile: 4
Dynamic distributed trust management scheme for the Internet of Things 2021
SY
Syed Wasif Abbas Hamdani (-)
JA
Javed Iqbal Bangash (University of Agriculture Peshawar)
AS
Asfandyar Khan (University of Agriculture Peshawar)
AB
Abdul Waheed Khan (National University of Computer and Emerging Sciences)
Journal: Turkish Journal of Electrical Engineering and Computer Sciences, Volume 29, Pages 796-815
Impact Factor: 0.853 Citations: 7 Quartile: 4
Contextual recommender system for E-commerce applications 2021
ZA
Zafran Khan (Gwangju Institute of Science and Technology)
MU
Muhammad Ishfaq Hussain (Gwangju Institute of Science and Technology)
JO
Joonmo Kim (Gwangju Institute of Science and Technology)
MO
Moongu Jeon (Gwangju Institute of Science and Technology)
Journal: Applied Soft Computing, Volume 109, Article Number 107552
Impact Factor: 8.263 Citations: 26 Quartile: 1
Pharmacovigilance with Transformers: A Framework to Detect Adverse Drug Reactions Using BERT Fine-Tuned with FARM 2021
SA
Sajid Hussain (-)
RA
Ramsha Saeed (-)
Journal: Computational and Mathematical Methods in Medicine, Volume 2021, Article ID 5589829, 12 pages
Impact Factor: 2.809 Citations: 23 Quartile: 2
Enhanced Metamorphic Techniques-A Case Study Against Havex Malware 2021
ZA
Zainab Mumtaz (-)
WA
Waqas Aman (Sultan Qaboos University)
Journal: IEEE Access, Volume 9, Pages 112069-112080
Impact Factor: 3.476 Citations: 6 Quartile: 2
Shift-invariant discrete wavelet transform-based sparse fusion of medical images 2021
M.
M. Munawwar Iqbal Ch (Quaid-e-Azam University)
M.
M. Mohsin Riaz (COMSATS University Islamabad)
NU
Nuwayrah Jawaid Saghir (Foundation University)
Journal: Signal, Image and Video Processing, Pages 1-9
Impact Factor: 2.157 Citations: 2 Quartile: 3
S-RAP: relevance-aware QoS prediction in web-services and user contexts 2022
Journal: Knowledge and Information Systems, Volume 64, Issue 7, Pages 1997-2022
Impact Factor: 2.531 Citations: 5 Quartile: 3
SDG 9
Modeling interaction using trust and recommendation in ubiquitous computing environment 2012
Journal: EURASIP Journal on Wireless Communications and Networking, Vol. 119, Pages 13
Impact Factor: 0.540 Citations: 17 Quartile: 4
An Effective Model for Indirect Trust Computation in Pervasive Computing Environment 2014
Journal: Wireless Personal Communications, Volume: 75 Issue: 3 Pages: 1689-1713 Special Issue: SI
Impact Factor: 0.653 Citations: 5 Quartile: 4
Image Contrast Enhancement Using Weighted Transformation Function 2016
MU
Muhammad Mohsin Riaz (COMSATS Institute of Information Technology)
AS
Asma Jabeen (-)
Journal: IEEE Sensors Journal, Volume: 16, Issue: 20, Page(s): 7534-7536
Impact Factor: 2.512 Citations: 18 Quartile: 1
DST-HRS: A topic driven hybrid recommender system based on deep semantics 2020
Journal: Computer Communications, Volume 156, Pages 183-191
Impact Factor: 3.167 Citations: 23 Quartile: 2
Detection of Offensive Language and ITS Severity for Low Resource Language 2023
RA
Ramsha Saeed
SA
Sadaf Abdul Rauf (Fatima Jinnah Women University)
Journal: ACM Transactions on Asian and Low-Resource Language Information Processing, Volume: 22, Issue:06, Article Number: 156
Impact Factor: 2.0 Citations: 11 Quartile: 4
SDG 9
Detection and Classification of Temporal Changes for Citrus Canker Growth Rate using Deep Learning 2023
NA
Naureen Zainab
TA
Taher Al-Shehari (King Saud University)
MU
Muna Al-Razgan (King Saud University)
MU
Muhammad Zakria (National Agricultural Research Centre)
MU
Muhammad Javed Hyder (Capital University of Science and Technology)
RA
Raheel Nawaz (Staffordshire University)
Journal: IEEE Access, Volume 11, Pages 127637-127650
Impact Factor: 3.9 Citations: 6 Quartile: 2
SDG 2
Weighted image fusion using cross bilateral filter and non-subsampled contourlet transform 2019
M.
M. Munawwar Iqbal Ch (-)
M.
M. Mohsin Riaz (COMSATS Institute of Information Technology)
Journal: Multidimensional Systems and Signal Processing,, Volume: 30, Pages:2199–2210
Impact Factor: 1.810 Citations: 13 Quartile: 2
A framework to predict early news popularity using deep temporal propagation patterns 2022
RA
Ramsha Saeed
SA
Sara Asif
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
Deep-view linguistic and inductive learning (DvLIL) based framework for Image Retrieval 2023
IK
Ikhlaq Ahmed
ZA
Zafran Khan (Gwangju Institute of Science & Technology)
Journal: Information Sciences, Volume 649, Article Number: 119641
Impact Factor: 8.1 Citations: 4 Quartile: 1
SDG 9
A multifocus image fusion using highlevel DWT components and guided filter 2020
M.
M. Munawwar Iqbal Ch (-)
MO
Mohsin Riaz (COMSATS University Islamabad)
SY
Syed Sohaib Ali (COMSATS University Islamabad)
Journal: Multimedia Tools and Applications, Vol:79, Pages:12817-12828
Impact Factor: 2.757 Citations: 22 Quartile: 2
Dual Modality Reverse Reranking (DM-RR) Based Image Retrieval Framework 2024
IK
Ikhlaq Ahmed
RA
Rabia Latif (Prince Sultan University)
NO
Nor Shahida Mohd Jamail (Prince Sultan University)
ZA
Zafran Khan (Gwangju Institute of Science and Technology (GIST))
Journal: IEEE Open Journal of the Industrial Electronics Society, Volume 5, Pages 886-897
Impact Factor: 5.200 Citations: 0 Quartile: 1
SDG 9
Pulse rate extraction based on local-area motion magnification 2020
MA
Maemoona Kayani (-)
MU
Muhammad Mohsin Riaz (COMSATS University Islamabad)
Journal: Measurement, Volume 152, Article Number 107290
Impact Factor: 3.927 Citations: 3 Quartile: 1
CrossDomain Recommendation Based on MetaData Using Graph Convolution Networks 2023
RA
Rabia Latif (Prince Sultan University)
NO
Nor Shahida Mohd Jamail (Prince Sultan University)
Journal: IEEE Access, Volume: 11, Page(s): 90724 - 90738
Impact Factor: 3.9 Citations: 2 Quartile: 2
SDG 9 SDG 10 SDG 11
Enriching Non-negative Matrix Factorization with Contextual Embeddings for Recommender Systems 2020
Journal: Neurocomputing, Volume: 380, Pages: 246-258
Impact Factor: 5.719 Citations: 48 Quartile: 1
A novel hybrid CNN-LSTM approach for assessing StackOverflow post quality 2023
ZE
Zeeshan Anwar
AL
Ali Ahsan (Torrens University)
Journal: Journal of Intelligent Systems, Pages 1-21
Impact Factor: 2.100 Citations: 9 Quartile: 3
SDG 4
Remote Sensing Cross-Modal Text-Image Retrieval Using Multi-Grade Dynamic Feature Fusion
Conference: 2025 International Conference on Communication Technologies, ComTech 2025
Citations: N/A
SDG 9
Metadata based Cross-Domain Recommender Framework using Neighborhood Mapping
RA
Rabia Khan
MU
Muhammad Umar Shafiq (University of Alabama at Birmingham)
FA
Fawad ur Rehman (Bahria University)
OB
Obaidullah (University of Alabama at Birmingham)
Conference: 2023 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2023
Citations: N/A
Diagnosis and Identification of Citrus Canker Growth Rate Using Machine Learning
NA
Naureen Zainab
MU
Muhammad Zakria (National Agriculture Research Center)
MU
Muhammad Javed Hyder (Capital University of Science & Technology)
RA
Rafia Ahsan (National Agriculture Research Center)
Conference: 2023 IEEE 4th International Conference on Pattern Recognition and Machine Learning (PRML)
Citations: 1
Improving Software Product Line Challenges in Globally Distributed Environment Using Modern Strategies
AZ
Azaz Ahmed Kiani
YA
Yaser Hafeez (PMAS Arid Agriculture University)
JA
Javaria Javaid (PMAS Arid Agriculture University)
FA
Fahad Burhan Ahmed (PMAS Arid Agriculture University)
GH
Ghayour Abbas (PMAS Arid Agriculture University)
Conference: 4th International Conference on Communication Technologies, ComTech 2023
Citations: N/A
Co-Clustering based Hybrid Collaborative Filtering Model
AA
Aammna
AI
Ain, Qurat Ul (National University of Modern Languages)
Conference: 4th International Conference on Communication Technologies, ComTech 2023
Citations: N/A
Electricity Theft Detection Via Deep Learning
Conference: 4th International Conference on Communication Technologies, ComTech 2023
Citations: N/A
Detection and Analysis of Mental Health Illness using Social Media
Conference: 4th International Conference on Communication Technologies, ComTech 2023
Citations: N/A
A Hybrid Collaborative Filtering Technique for Web Service Recommendation using Contextual Attributes of Web Services
MA
Mahmood Ul Hassan
NO
Noor Ul Ain
AL
Ali Irfan (Bahria Univeristy)
Conference: 2022 Second International Conference on Distributed Computing and High Performance Computing (DCHPC)
Citations: N/A
DTMSim-IoT: A Distributed Trust Management Simulator for IoT Networks
SY
Syed Wasif Abbas Hamdani
AB
Abdul Waheed Khan (National University of Computer and Emerging Sciences)
Conference: 2020 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)
Citations: 2
Novel Approach Using Deep Learning for Intrusion Detection and Classification of the Network Traffic
SH
Shahbaz Ahmad (-)
ZA
Zabeehullah (-)
Conference: IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA)
Citations: 8
An Attack Resistant Method for Detecting Dishonest Recommendation in Pervasive Computing Environment
US
usman Zia (Center of Advanced Studies and Engineering (CASE))
Conference: 2012 18th IEEE International Conference on Networks (ICON)
Citations: 4
Using Trust in Collaborative Filtering for Recommendations
Conference: 2019 IEEE 28th International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE)
Citations: 6
A Deep Learning Framework to Predict Rating for Cold Start Item Using Item Metadata
FA
Fahad Anwaar (-)
HA
Haider Abbas (-)
Conference: 2019 IEEE 28th International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE)
Citations: 5
Trust management for SOA based social WoT system
Conference: International Conference on Advanced Communication Technology, ICACT
Citations: N/A
Extension of Semantic Based Urdu Linguistic Resources Using Natural Language Processing
KO
komal khalid (-)
FA
faiza moqaddas (-)
RA
raheel nawaz (Manchester Metropolitan University)
Conference: Proceedings - 2017 IEEE 15th International Conference on Dependable, Autonomic and Secure Computing, 2017 IEEE 15th International Conference on Pervasive Intelligence and Computing, 2017 IEEE 3rd International Conference on Big Data Intelligence and Computing and 2017 IEEE Cyber Science and Technology Congress, DASC-PICom-DataCom-CyberSciTec 2017
Citations: 8
2020
Reviewed Papers for Journals
Impact Factor: 9.309
2020
Reviewed Papers for Journals
Impact Factor: 5.47
2019
Reviewed Papers for Journals
Impact Factor:
2019
Reviewed Papers for Journals
Impact Factor:
2019
Reviewed Papers for Journals
Impact Factor:
2019
Reviewed Papers for Journals
Impact Factor:
2019
Reviewed Papers for Journals
Impact Factor:
2019
Reviewed Papers for Journals
Impact Factor:
2019
Reviewed Papers for Journals
Impact Factor:
No IP records found for this faculty member
No training records found for this faculty member
0
Total Supervisions
0
PhD Supervisions
0
MS Supervisions
Loading...

Loading PhD supervisions...

Loading...

Loading MS supervisions...