Faculty Naima Altaf

Naima Altaf

Associate Professor
  • MCS
  • naima@mcs.edu.pk
Summary

Dr. Naima Iltaf is teaching at NUST Military College of Signals (MCS) as an Assoc Professor. She completed her doctoral studies from NUST in 2013.

Academic Background
PhD in software Engineering (RECOMMENDER SYSTEM/DISTRIBUTED SYSTEM) National University of Sciences and Technology 2008 - 2013
PhD Software Engineering (DATA MINING) National University of Sciences and Technology 2008 - 2013
MS Software Engineering (SOFTWARE ENGINEERING) National University of Sciences and Technology 2004 - 2006
Master in Computer Science (COMPUTER SCIENCE) Jinnah University for Women 2000 - 2003
Honours and Awards
Gold MedalRecipient of Gold medal in Masters in Computer Science..
Best Researcher MCS 2019December 14, 2020.
Best Teacher MCS 2018December 02, 2019.
Publications
Contextual recommender system for E-commerce applications September 01, 2021 Naima Iltaf, Zafran Khan, Muhammad Ishfaq Hussain, Joonmo Kim, Moongu Jeon Applied Soft Computing - Volume 109, Article Number 107552
DST-HRS: A topic driven hybrid recommender system based on deep semantics April 15, 2020 Zafran Khan, Naima Iltaf, Hammad Afzal, Haider Abbas Computer Communications - Volume 156, Pages 183-191
Pulse rate extraction based on local-area motion magnification February 02, 2020 Maemoona Kayani, Muhammad Mohsin Riaz, Abdul Ghafoor, Naima Iltaf Measurement - Volume 152, Article Number 107290
A multifocus image fusion using highlevel DWT components and guided filter January 23, 2020 Naima Iltaf, M. Munawwar Iqbal Ch, Mohsin Riaz, Abdul Ghafoor, Syed Sohaib Ali Multimedia Tools and Applications - Pages 1-12
Automated acute lymphoblastic leukaemia detection system using microscopic images November 14, 2019 Komal Nain Sukhia, Abdul Ghafoor, Muhammad Mohsin Riaz, Naima Iltaf IET Image Processing - Volume: 13, Issue: 13, Pages 2548-2553
Enriching Non-negative Matrix Factorization with Contextual Embeddings for Recommender Systems October 02, 2019 Zafran Khan, Naima Iltaf, Hammad Afzal, Haider Abbas Neurocomputing - -
Content-based histopathological image retrieval using multi-scale and multi channel decoder based LTP September 01, 2019 Komal Nain Sukhia, abdul Ghafoor, Naima Iltaf, M.M. Riaz, S.S. Ali Biomedical Signal Processing and Control - Volume 54, Article Number 101582
CATSWoTS: Context Aware Trustworthy Social Web of Things System July 12, 2019 Sabeen Javaid, Hammad Afzal, Fahim Arif, Naima Iltaf, Haider Abbas, Waseem Iqbal Sensors - Volume 9
Weighted image fusion using cross bilateral filter and non-subsampled contourlet transform April 19, 2019 M. Munawwar Iqbal Ch, M. Mohsin Riaz, Naima Altaf, Abdul Ghafoor, Attiq Ahmad Multidimensional Systems and Signal Processing, - -
Magnetic resonance and computed tomography image fusion using saliency map and cross bilateral filter March 20, 2019 abdul ghafoor, Naima Iltaf, M. Munawwar Iqbal , M. Mohsin Riaz, Muhammad Attique Sadiq Signal, Image and Video Processing - N/A
HRS-CE: A Hybrid Framework to integrate Content Embeddings in Recommender Systems for Cold Start Items November 01, 2018 Raheel Nawaz, Fahad Anwaar, Hammad Afzal, Naima Iltaf Journal of Computational Science -
Overlapping White Blood Cells Detection based on Watershed Transform and Circle Fitting December 09, 2017 Komal Nain Sukhia, M. Mohsin Riaz, Abdul Ghafoor, Naima Iltaf Radioengineering -
An Efficient Eulerian Video Magnification Technique for Micro-biology Applications April 03, 2017 Maemoona Kyani, M. Mohsin Riaz , Abdul Ghafoor, Naima Iltaf Radioengineering -
Image Contrast Enhancement using Weighted Transformation Function October 15, 2016 Asma Jabeen, Naima Iltaf, Abdul Ghafoor, Muhammad Mohsin Riaz IEEE Sensors Journal -
An Effective Model for Indirect Trust Computation in Pervasive Computing Environment April 01, 2014 Naima Altaf, Abdul Ghafoor, Usman Zia, Mukhtar Hussain Wireless Personal Communications - Volume: 75 Issue: 3 Pages: 1689-1713 Special Issue: SI
A Mechanism for Detecting Dishonest Recommendation in Indirect Trust Computation July 13, 2013 Naima Iltaf, abdul Ghafoor, Usman Zia EURASIP Journal on Wireless Communications and Networking - Article Number: 189
Modelling Interaction Using Trust and Recommendation in Ubiquitous Computing Environment March 27, 2012 Naima Iltaf, abdul Ghafoor, Mukhtar Hussain EURASIP Journal on Wireless Communications and Networking - Pages: 1-13 Article Number: 119
Conferences
Novel Approach Using Deep Learning for Intrusion Detection and Classification of the Network Traffic 2020 - 2020 Fahim Arif, Shahbaz Ahmad, Zabeehullah, Naima Iltaf IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA) - Tunisia
A Deep Learning Framework to Predict Rating for Cold Start Item Using Item Metadata 2019 - 2019 Fahad Anwaar, naima iltaf, hammad Afzal, Haider Abbas 2019 IEEE 28th International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE) - Italy
Using Trust in Collaborative Filtering for Recommendations 2019 - 2019 Farah Saleem, naima iltaf, hammad Afzal, mobeena Shahzad 2019 IEEE 28th International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE) - Italy
Trust management for SOA based social WoT system 2018 - 2018 Sabeen Javaid, Hammad Afzal, Fahim Arif, Naima altaf International Conference on Advanced Communication Technology, ICACT - South Korea
Extension of Semantic Based Urdu Linguistic Resources Using Natural Language Processing 2017 - 2017 komal khalid, Hammad Afzal, faiza moqaddas, naima altaf, ahmed muqeem sheri, raheel nawaz 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 - United States
An Attack Resistant Method for Detecting Dishonest Recommendation in Pervasive Computing Environment 2012 - 2012 Naima Iltaf, Abdul Ghafoor, usman Zia 2012 18th IEEE International Conference on Networks (ICON) - Singapore