I am interested in data mining and machine learning algorithms and
applications. My current research directions include text categorization and
clustering, deep learning, social media analytics, 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.
My teaching engagements are given below.
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.
ALAP: Accessible LaTeX-based Mathematical Document Authoring and
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.
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.
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.
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.
A Self-Organizing Map for Identifying Influential Communities in
S. Mansha, F. Kamiran, A. Karim, and A. Anwar, Proceedings of
the ACM International Conference on Information and Knowledge Management
(CIKM), Indianapolis, USA, Oct. 24 - 28, 2016.
Neural Network Based Association Rule Mining from Uncertain
S. Mansha, Z. Babar, F. Kamiran, and A. Karim, Proceedings of
International Conference on Neural Information Processing (ICONIP), Kyoto,
Japan, Oct. 16 - 21, 2016.
Identification of Influential Users in Speech-based Networks
A. Anwar, S. Mansha, F. Kamiran, and A. Karim, Proceedings of
Pacific Asia Conference on Information Systems (PACIS), Taiwan, Jun 27 - Jul.
An Unsupervised Method for Discovering Lexical Variations in Roman Urdu
A. Rafae, A. Qayyum, M. M. Uddin, A. Karim, H. Sajjad, and F. Kamiran,
Proceedings of Conference on Empirical Methods in Natural Language Processing
(EMNLP), Lisbon, Portugal, 17 - 21 Sep., 2015.
CDIM: Document Clustering by Discrimination Information
M. T. Hassan, A. Karim, J. Kim, and M. Jeon, Information Sciences,
Vol. 316, pp. 87 - 106, 2015.
Bias-Aware Lexicon-Based Sentiment Analysis
M. Iqbal, A. Karim, F. Kamiran, Proceedings of the ACM Symposium on
Applied Computing (SAC), Salamanca, Spain, 13 - 17 April,
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.
Semantic Smoothing for Text Clustering
J. A. Nasir, I. Varlamis, A. Karim, and G. Tsatsaronis,
Knowledge-Based Systems, Vol. 54, pp. 216-229.
Exploiting Topical Perceptions over Multi-lingual Text for Hashtag
Suggestion on Twitter
A. Tariq, A. Karim, F. Gomez, and H. Foroosh, Proceedings
of the 26th International FLAIRS Conference (FLAIRS 26), FL, USA, May 22 -
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 -
Learning and Predicting Key Web Navigation Patterns Using Bayesian
M.T. Hassan, K.N. Junejo, and A. Karim, Computational Science and its
Applications (Proceedings of ICCSA), LNCS, Vol. 5593, pp. 877-887, Jun.
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.,
A Two-Pass Statistical Approach for Automatic Personalized Spam
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
Wavelets in Intelligent Transportation Systems
H. Adeli and A. Karim, Wiley, 2005.
Construction Scheduling, Cost Optimization, and
H. Adeli and A. Karim, CRC Press, 2001.
Honors and Recognitions
Prize in Computer Science (IT), 2015
position at the 2007 ECML PKDD Discovery Challenge (Web Usage Mining) [more]
position at the 2006 ECML PKDD Discovery Challenge (Personalized Spam
636 - Topics in Data Mining Research (Fall 2019-2020)
536 - Data Mining (Sp 2019-2020)
5312 - Natural Language processing (Sp
340 - Databases
535 - Machine Learning
531 - Artificial Intelligence
537 - Neural Networks
543 - Data Warehousing
524 - High Performance Computing
631 - Research Trends in AI
- I am
a blind professor.
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)
Department of Computer Science (Room 9-G18A in SBASSE Building)
of Management Sciences (LUMS)
Sector U, DHA
Phone: +92 42 35608205
Fax: +92 42 35898315