Akmal Saeed Khattak
Ph. D. CS, University of Leipzig, Germany
MS CS, NUCES-FAST, Islamabad, Pakistan
Associate Professor
HEC Approved Supervisor
đ§
akhattak-at-qau-edu-pk
â +92-51-9064-2161
đŻ Room # 223, Dept. of Computer Science,
Quaid-i-Azam University,
Islamabad, Pakistan
Research Publications |
PhD Students |
MPhil/MS Students
|
BS/MSc Students
Research Interests
- Information Retrieval
- Machine Learning
- Text Mining
- Natural Language Processing
- Recommender Systems
Teaching
Undergraduate
- CS-101: Introduction to Computers
- CS-102: Introduction to Programming
- CS-105 / CS-305: Problem Solving and Programming
- CS-302: Introduction to Computing Theory
- CS-311 / CS-452: Analysis and Design of Algorithms
- CS-331: Theory of Automata
- CS-355: Object Oriented Programming
- CS-403: Information Systems
- CS-455: Introduction to Natural Language Processing
- CS-457: Web Application Frameworks
Graduate
- CS-652: Advanced Analysis of Algorithms
- CS-675: Information Retrieval Systems
- CS-869: Advanced Topics in Machine Learning
- CS-875: Advanced Information Retrieval Techniques
Research
Publications
Journal (Impact Factor)
- K. Hussain, Z. Saeed, R. Abbasi, M. Sindhu, A. Khattak, S. Arafat, A. Daud and M. Mushtaq , âTowards understanding the role of content-based and contextualized features in detecting abuse on Twitter, in Heliyon, Vol. 10, Issue No. 8, ISSN: 2405-8440, 2024.
doi : https://doi.org/10.1016/j.heliyon.2024.e29593,
URL: https://www.sciencedirect.com/science/article/pii/S240584402405624X
- S. Khan, R. A. Abbasi, M. A. Sindhu, S. Arafat, A. S. Khattak, A. Daud, and M. Mushtaq, âPredicting the victims of hate speech on microblogging platformsâ, in Heliyon, Vol. 10, Issue No. 23, ISSN: 2405-8440, 2024.
doi: https://doi.org/10.1016/j.heliyon.2024.e40611
URL: https://www.sciencedirect.com/science/article/pii/S240584402416642X
- S. Bashir and A. S. Khattak, "Private Web Search Using Proxy-Query Based Query Obfuscation Scheme," in IEEE Access, 2023, vol. 11, pp. 3607-3625, ISSN: 2169-3536, (Link)
- Saddal M., Rashid U., Khattak A.S., and Farooq G., ISRE-Framework: nonlin-ear and multimodal exploration of image search result spaces. Multimedia Tools Application, 2022, Vol. 81, 27275â27308, Electronic ISSN: 1573-7721, Print ISSN: 1380-7501, (Link)
- Khawaja Moyeezullah Ghori, Muhammad Awais, Akmal Saeed Khattak, Muhammad Imran, Fazal-E-Amin, Laszlo Szathmary, Treating Class Imbalance in Non-Technical Loss Detection: An Exploratory Analysis of a Real Dataset, IEEE Access, 2021, vol. 9, pp. 98928-98938, ISSN 2169-3536, (Link)
- Muhammad Usman Tariq, Muhammad Babar, Marc Poulin, Akmal Saeed Khattak, Mohammad Dahman Alshehri, Sarah Kaleem, Human Behavior Analysis Using Intelligent Big Data Analytics, Frontiers in Psychology, 2021, vol. 12, ISSN 1664-1078, (Link)
- Muhammad Babar, Akmal Saeed Khattak, Mian Ahmad Jan, Muhammad Usman Tariq, Energy aware smart city management system using data analytics and Internet of Things, Sustainable Energy Technologies and Assessments, 2021, vol. 44, ISSN 2213-1388, (Link)
- Muhammad Usman Tariq, Muhammad Babar, Mian Ahmad Jan, Akmal Saeed Khattak, Mohammad Dahman Alshehri, Abid Yahya, Security Requirement Management for Cloud-Assisted and Internet of ThingsâEnabled Smart City, Computers Materials and Continua, 2021, vol. 67, pp. 625-639, ISSN 1546-2226, (Link)
- Iram Tariq, Muddassar Azam Sindhu, Rabeeh Ayaz Abbasi, Akmal Saeed Khattak, Onaiza Maqbool, Ghazanfar Farooq Siddiqui, Resolving cross-site scripting attacks through genetic algorithm and reinforcement learning, Expert Systems with Applications, 2020, 114386, ISSN 0957-4174, (Link)
- Malik, MI, Sindhu, MA, Khattak, AS, Abbasi, RA, Saleem, K. Automating test oracles from restricted natural language agile requirements. Expert Systems. 2020;e12608. (Link)
- Muhammad Babar, Akmal Khattak, Fahim Arif, and Muhammad Tariq, "An Improved Framework for Modelling Data Warehouse Systems Using UML Profile", International Arab Journal of Information Technology, Vol. 17, No. 4, July 2020. (Link)
- Shariq Bashir, Akmal Saeed Khattak, Mohammed Ali Alshara, "Automatically transforming full length biomedical articles into search queries for retrieving related articles", Egyptian Informatics Journal, 2020, ISSN 1110-8665. (Link)
- Farah Haneef, Rabeeh Ayaz Abbasi, Muddassar Azam Sindhu, Akmal Saeed Khattak, Muhammad Nouman Noor, Naif Radi Aljohani, Ali Daud, Sachi Arafat, "Using network science to understand the link between subjects and professions", Computers in Human Behavior, Volume 106, 2020, 106228, ISSN 0747-5632. (Link)
- Babar, M, Javaid, S, Saeed Khattak, A, Ali, A. Toward energyâefficient data management design for sustainable cities and societies. Transaction on Emerging Telecommunication Technologies, 2019. (Link)
- Bashir, S., Khattak, A.S. Producing efficient retrievability ranks of documents using normalized retrievability scoring function, Journal of Intelligent Information System 42, 457â484 (2014). (Link)
Journal (Non-Impact Factor)
- Muhammad Usman Tariq, Muhammad Babar, Marc Poulin, Akmal Saeed Khattak , Distributed model for customer churn prediction using convolutional neural network, Journal of Modelling in Management, 2021, ISSN 1746-5664, (Link)
Conference
- Sadam Hussain, Akmal Saeed Khattak, Rabeeh Ayaz Abbasi, Tony Russell-Rose, and Venkata L. Raju Chinthalapati, "Identification of Targets in Disinformation News Articles Using Supervised Machine Learning", in the proceedings of 20th International Conference
Advanced Data Mining and Applications, 3rd to 5th December 2024, Sydney, Australia, Springer Nature Singapore, pages=213--227, isbn="978-981-96-0847-8"
- Atta Ullah, Rabeeh Ayaz Abbasi, Akmal Khattak, Anwar Said, "Identifying Misinformation Spreaders: A Graph-Based Semi-Supervised Learning Approach", MediaEval 2022, Multimedia Benchmark Workshop, Working Notes Proceedings of the MediaEval 2022 Workshop, Bergen, Norway, 12-13 January 2023.
- Abdul Rehman, Rabeeh Ayaz Abbasi, Irfan Ul Haq Qureshi, Akmal Khattak, "Classifying Text-Based Conspiracy Tweets related to COVID-19 using Contextualized Word Embeddings", Multimedia Benchmark Workshop, Working Notes Proceedings of the MediaEval 2022 Workshop, Bergen, Norway, 12-13 January 2023
- K. M. Ghori, M. Awais, A. S. Khattak, M. Imran, R. A. Abbasi, and L. Szathmry, "A review on latest trends in non-technical loss detection", in Proceedings of the 1st Conference on Information Technology and Data Science, University of Debrecen. University of Debrecen, 11 2020, pp. 77â79. (Link)
- A. Javid, U. Rashid and A. S. Khattak, "Marking Early Lesions in Labial Colored Dental Images using a Transfer Learning Approach", 2020 IEEE 23rd International Multitopic Conference (INMIC), 2020, pp. 1-5, doi: 10.1109/INMIC50486.2020.9318173. (Link)
- M. Faisal, A. Hameed and A. S. Khattak, "Recommending Movies on User's Current Preferences via Deep Neural Network," 2019 15th International Conference on Emerging Technologies (ICET), Peshawar, Pakistan, 2019, pp. 1-6. (Link)
- M. Saddal, U. Rashid and A. S. Khattak, "A Browsing Approach to Explore Web Image Search Results," 2019 22nd International Multitopic Conference (INMIC), Islamabad, Pakistan, 2019, pp. 1-6. (Link)
- F. Imran, R. A. Abbasi, M. Azam Sindhu, A. S. Khattak, A. Daud and T. Amjad, "Finding Research Areas of Academicians using Clique Percolation," 2018 14th International Conference on Emerging Technologies (ICET), Islamabad, 2018, pp. 1-6. (Link)
- Khattak A.S., Heyer G. (2014) Exploiting Co-Occurrence of Low Frequent Terms in Patents. In: Gruca D., CzachĂłrski T., Kozielski S. (eds) Man-Machine Interactions 3. Advances in Intelligent Systems and Computing, vol 242. Springer, Cham. (Link)
- A. S. Khattak and G. Heyer, âSignificance of Low Frequent Words in Patent Classification using IPC hierarchyâ, in the Lecture notes of Informatics (LNI), in the proceedings of 11th International Conference on Innovative Internet Community Systems I2CS 2011, June 15-17, 2011 â Berlin, Germany. (Link)
- A. S. Khattak and G. Heyer, âSignificance of Low Frequent Terms in Patent Classificationâ, in the proceedings of Sixth International Multi-Conference on Computing in the Global Information Technology ICCGI 2011, June 19-24, 2011 â Luxembourg. (Link)
PhD Students
Under Supervision
- Muhammad Hamza - Web Search Privacy Protection Through Intelligent and Efficient Obfuscation of Sensitive Queries
- Nadia Zehra
- Ubaid ur Rehman
MPhil/MS Theses
Supervised
- Anum Zehra - "Patent Classification using Keyword Extraction Techniques"
- Jay Kumar - "Fake Review Detection using Behavioral and Contextual Features"
- Bizzat-ul-Hasan - "Election Prediction using Sentiment Analysis of Twitter Data"
- Mahjabeen Rashid - "Fake Reviewer Group Detection using Social Network Based Techniques"
- Izzah Salam - "Identifying Public Grievances on Twitter"
- Maryam Ahmad - "A Social Network Based Approach to Detect Fake News on Twitter Data"
- Saddam Hussain - "Identification of Targets in Disinformative Articles using Supervised Machine Learning"
- Kaynat Saeed - "Social Network Analysis of Russia-Ukraine 2022 War using Twitter Data"
- Muhammad Arsalan - "Understanding Cultural Issues using Network Sciences: A Case Study of Hijab Ban in India"
- Khizra Bibi - "Embedding Formula and Text for Question Answering Based Mathematical Information Retrieval"
- Fouzia Quershi - "Sentence Level Urdu Word Sense Disambiguation Using Contextual Word Embeddings"
- Anwer Sadad - "Multi-Features Point-of-Interest (POI) Recommendation using Graph Neural Network"
MPhil/MS Theses
under Supervision
- Rida Nawaz
- Sana Hamid
BS/MSc Projects
Supervised
- Muhammad Ali - "Stock Market Share Analyzer"
- Ahmad Ilyas - "QAU CS Department Alumni Network"
- Zeeshan Ali Satti - "Web Based Application for Comparison of Products"
- Ateeq-Ur-Rehman - "Archiving Official Notifications"
- Suleman Tanveer - "Legal Document Search Engine"
- Asma Ambreen - "BirdZella"
- Iqra Yaseen - "Pak-Rider: Web-based Vehicle Sharing Application"
- Tahir Mehmood -"Android Based Places Finder"
- Noor-al-Ain - "Product Rating Based on Reviews"
- ArifUllah - "Scheduling Timetable Using Graph Coloring Technique"
- Samreen Satti - "Android Based Lost and Found Application"
- Oniba Khan - "Android Based Image Password Application"
- Samia Zahid - "Pak-Hotel Villa: A web-based Cheap Hotel Finder"
- Umair Malik - "Spam E-mail Classification"
- Khizra Malik - "Pak-Classic Videos Archive"
- Naila Naz - "Android Based Tic Tac Toe Game"
- Farwa Dilshad - "Android Based Ludo Game"
- Abdul Samad Abbasi -"Newser - News Crawler"
- Wardah Khan Alizai - "Tour De Pak - Android based application"
- Syeda Kehkeshan Bukhari - "Android Based Caram Board Game"
- Faizan Afridi - âMovie Recommender Systemâ
- Nadia Khan - âTourist Guide Appâ
- Ikram Hanif - âBook Recommender Systemâ
- Urwah Hassan - âRozgaar - An Android Applicationâ
- Ali Khan - âForecaster - Stock Analyzerâ
- Ifza Gul - âShahzore - An Android Applicationâ
- Sitwat Salim - âNews Archive and Retrieval- A web-based Applicationâ
- Uzma Younas - âSentiment Analysis of Electronic Products' Reviewsâ
- Zaheer Ahmad - âFurniture e-commerce web-based applicationâ