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I am interested in data mining and machine learning algorithms and
applications. My current research directions include natural language
processing of Urdu and other low-resource languages, text categorization and
clustering, and causal analysis and inference from observed data.
I direct the Knowledge and Data Engineering (KADE) Lab @ LUMS.
I am also working on assistive technologies for persons with disabilities.
On-going projects include ALAP for accessible math, graph, and PDF and
writing tools for dyslexic persons.
Currently, I am managing LUMS contribution to Erasmus+ project INTEGRA. With partners from
Europe and South Asia, this project is developing educational and
psycho-social services for migrants and refugees for their integration in ICT
sector.
My teaching engagements are given below.
Selected Publications
My Google
Scholar Page
Comparing Prompt-Based and Standard Fine-Tuning for Urdu Text
Classification
F. Ullah, U. Azam, A. Faheem, F. Kamiran, and A. Karim, Findings of Conference
on Empirical Methods in Natural Language processing (EMNLP Findings),
Singapore, 6 – 11 Dec. 2023.
PDF
Roman Urdu Toxic Comment Classification
H. H. Saeed, M. H. Ashraf, F. Kamiran, A. Karim, and T. Calders, Language
Resources and Evaluation, 2021.
PDF
Hate-speech and Offensive Language Detection in Roman Urdu
H. Rizwan, M. H. Shakeel, and A. Karim, proc. of Conference on Empirical
Methods in Natural Language processing (EMNLP), Online, Nov. 16-20, 2020.
PDF
A Multi-cascaded Model with Data Augmentation for Enhanced Paraphrase
Detection in Short Text
M. H. Shakeel, A. Karim, and I. Khan, Information Processing and
Management, Vol. 57, No. 3, pp.
102204, 2020.
PDF
A Clustering Framework for Normalizing Roman
Urdu
A. Rafae, A. Karim, H. Sajjad, F. Kamiran, and J. Xu, Natural Language
Engineering, pp. 1-31, 2020.
PDF
A Multi-cascaded Deep Model for Bilingual
SMS Classification
M. H. Shakeel, A. Karim, and I. Khan, Proc. of International Conference on
Neural Information Processing (ICONIP), Sydney, Australia, Dec. 10-15, 2019.
PDF
Balancing Prediction Errors for Robust Sentiment Classification
M. Iqbal, A. Karim, and F. Kamiran ACM Transactions on Knowledge
Discovery from Data, Vol. 13, No. 3, pp. 33, 2019.
PDF
ALAP: Accessible LaTeX-based Mathematical Document Authoring and
Presentation
A. Manzoor, S. Arooj, S. Zulfiqar, M. Parvez, S. Shahid, and A.
Karim Proc. Of SIGCHI International Conference on Human Factors in Computer
Systems (CHI), Glasgow, UK, May 4 - 9, 2019.
PDF
Exploiting Reject Option in Classification for Social Discrimination
Control
F. Kamiran, S. Mansha, A. Karim, and X. Zhang, Information
Sciences, Vol. 425, pp. 18-33, 2018.
PDF
NELasso: Group-Sparse Modeling for
Characterizing Relations Among Named Entities in News Articles
A. Tariq, A. Karim, and H. Foroosh, IEEE
Transactions on Pattern Analysis and Machine Intelligence, Vol. 39, No. 10,
pp. 2000-2014, 2017.
PDF
Terms-based Discriminative Information Space for Robust Text
Classification
K. N. Junejo, A. Karim, M. T. Hassan, and M. Jeon, Information Sciences,
Vol. 372, pp. 518-538, 2016.
PDF
CDIM: Document Clustering by Discrimination Information
Maximization
M. T. Hassan, A. Karim, J. Kim, and M. Jeon, Information Sciences,
Vol. 316, pp. 87 - 106, 2015.
PDF
Controlling Attribute Effect in Linear Regression Models
T. Calders, A. Karim, F. Kamiran, W. Ali, and X. Zhang, Proceedings of
IEEE International Conference on Data Mining (ICDM), Dallas, TX, USA, 7 - 10 Dec., 2013.
PDF
Semantic Smoothing for Text Clustering
J. A. Nasir, I. Varlamis, A. Karim, and G. Tsatsaronis,
Knowledge-Based Systems, Vol. 54, pp. 216-229.
PDF
Decision Theory for Discrimination-Aware Classification
F. Kamiran, A. Karim, and X. Zhang, Proceedings of IEEE
International Conference on Data Mining (ICDM), Brussels, Belgium, Dec. 10 -
13, 2012.
PDF
A Robust Discriminative Term Weighting based Linear Discriminant Method
for Text Classification
K.N. Junejo and A. Karim , Proceedings of IEEE
International Conference on Data Mining (ICDM), Pisa, Italy, 15 - 19 Dec.,
2008.
PDF
A Two-Pass Statistical Approach for Automatic Personalized Spam
Filtering
K.N. Junejo, M.M. Yousaf, and A. Karim, Proceedings of ECML/PKDD
Discovery Challenge Workshop, Berlin, Germany, 18 - 22 Sep. 2006. Winner of the Spam
Filtering Performance Award
PDF
Books
Wavelets in Intelligent Transportation Systems
H. Adeli and A. Karim, Wiley, 2005.
Construction Scheduling, Cost Optimization, and
Management
H. Adeli and A. Karim, CRC Press, 2001.
Honors and Recognitions
- PAS-COMSTECH
Prize in Computer Science (IT), 2015
- Second
position at the 2007 ECML PKDD Discovery Challenge (Web Usage Mining)
- First
position at the 2006 ECML PKDD Discovery Challenge (Personalized Spam
Filtering)
Current
Previous
- CS
340 - Databases
- CS
535 - Machine Learning
- CS 531
- Artificial Intelligence
- CS
537 - Neural Networks
- CS
543 - Data Warehousing
- CS
524 - High Performance Computing
- CS
631 - Research Trends in AI
Other Stuff
- I am
a blind professor.
- I
have taken a leading role in promoting the inclusion of persons with
disabilities at LUMS and beyond. I have developed resources and
procedures relevant to PWDs, and I am interested in assistive technology
research and development. Please contact me directly if you need to discuss with me in this regard.
- My CV
(including complete list of publications)
Address
Department of Computer Science (Room 9-G18A in SBASSE Building)
Lahore University
of Management Sciences (LUMS)
Sector U, DHA
Lahore, 54792
Pakistan
Phone: +92 42 35608205
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