Faculty Profile

Dr. Asim Karim

Professor

Computer Sciences

Dr. Karim holds a B.Sc. degree from UET Lahore and a doctorate from The Ohio State University (OSU). Before joining LUMS in 2002, he worked as a research associate in the Knowledge Engineering Lab at OSU. Dr. Karim is an internationally recognized researcher in the areas of data mining, machine learning, and applied artificial intelligence. He has authored over 50 articles at leading venues including two books and 19 journal articles. At LUMS, Dr. Karim has been instrumental in developing and strengthening the graduate program in data mining and machine learning. He is founding director of the Knowledge and Data Engineering Lab, which is the center of his research activities.  The lab’s recent publication venues include ICDM, CIKM, PAKDD, and COLING.. Dr. Karim has supervised four PhD graduates in the data mining/machine learning area.

    • Article
      • Karim, A. .(2015). Understanding the impact of epidemic factors on disease outbreak prediction in developing countries . Z. Babar, A. M. Butt, A. Karim, F. Kamiran , IEEE Workshop on Biological Data Mining and its Ap
      • Karim, A. .(2015). NELasso: Group-sparse modeling for characterizing time-varying relationships among named entities in news articles . A. Tariq, A. Karim, H. Foroosh , IEEE Transactions on Pattern Analysis and Machine
      • Karim, A. .(2015). Causal discrimination discovery through propensity analysis . M. B. Qureshi, F. Kamiran, A. Karim, S. Ruggieri , SIAM Conf. on Data Mining (SDM)
      • Karim, A. .(2015). An unsupervised method for discovering lexical variations in roman Urdu informal text . A. R. Khan, A. Qayyum, M. M. Uddin, A. Karim, H. Sajjad, F. Kamiran , Int Conf on Empirical Methods in NLP (EMNLP)
      • Karim, A. .(2015). Modeling, quantifying, and visualizing media bias on Twitter . B. Nasir, F. Kamiran, A. Karim , AAAI Conference
      • Karim, A. .(2015). Term-based discrimination information space for robust text classificaiton . K. N. Junejo, A. Karim , Information sciences
      • Karim, A. .(2015). Bias-aware lexicon-based sentiment analysis . M. Iqbal, A. Karim, F. Kamiran , International Symposium on Applied Computing (SAC)
      • Karim, A. .(2015). Making automatic software systems autonomous using self-calibration . F. Javed, M. T. Hassan, K. N. Junejo, N. Arshad, A. Karim , Information Sciences
      • Karim, A. .(2015). CDIM: Clustering documents by discrimination information maximization . M. T. Hassan, A. Karim, A. Kim, M Jeon , Information Sciences , pp. 87-106
      • Karim, A. .(1999). Fuzzy-wavelet RBFNN model for freeway incident detection . ,
      • Karim, A. .(1999). Scheduling/cost optimization and neural dynamics model for construction . ,
      • Karim, A. .(1999). Comparison of fuzzy-wavelet radial basis function neural network freeway incident detection model with California algorithm . ,
      • Karim, A. .(1999). Radial basis function neural network for work zone capacity and queue estimation . ,
      • Karim, A. .(1999). Incident detection algorithm using wavelet energy representation of traffic patterns . ,
      • Karim, A. .(1999). CONSCOM: An OO construction scheduling and change management system . ,
      • Karim, A. .(1999). Fast automatic incident detection on urban and rural freeways using wavelet energy algorithm . ,
      • Karim, A. .(1999). Neural network model for optimization of cold-formed steel beams . ,
      • Karim, A. .(1999). OO information model for construction project management . ,
      • Karim, A. .(1999). Wavelets in intelligent transportation systems . ,
      • Karim, A. .(1999). Construction Scheduling, Cost Optimization and Management . ,
      • Karim, A. .(1999). CBR model for freeway work zone traffic management . ,
      • Karim, A. .(1999). Global optimum design of cold-formed steel hat-shape beams . ,
      • Karim, A. .(1999). Learning and predicting key Web navigation patterns using Bayesian models . ,
      • Karim, A. .(1999). Semantic smoothing for text clustering . ,
      • Karim, A. .(1999). H. 323 and associated protocols . ,
      • Karim, A. .(1999). Decision theory for discrimination-aware classification . ,
      • Karim, A. .(1999). A robust discriminative term weighting based linear discriminant method for text classification . ,
      • Karim, A. .(1999). A two-pass statistical approach for automatic personalized spam filtering . ,
      • Karim, A. .(1999). Efficient rule generation for cost-sensitive misuse detection using genetic algorithms . ,
      • Karim, A. .(1999). Pssf: A novel statistical approach for personalized service-side spam filtering . ,
      • Karim, A. .(1999). Metarule-guided association rule mining for program understanding . ,
      • Karim, A. .(1999). A knowledge-based semantic kernel for text classification . ,
      • Karim, A. .(1999). Global optimum design of cold-formed steel I-shape beams . ,
      • Karim, A. .(1999). Exploiting Topical Perceptions over Multi-Lingual Text for Hashtag Suggestion on Twitter. . ,
      • Karim, A. .(1999). Discriminative clustering for content-based tag recommendation in social bookmarking systems . ,
      • Karim, A. .(1999). A new generation software for construction scheduling and management . ,
      • Karim, A. .(1999). Global optimum design of cold-formed steel Z-shape beams . ,
      • Karim, A. .(1999). Controlling attribute effect in linear regression . ,
      • Karim, A. .(1999). Bayesian inference for web surfer behavior prediction . ,
      • Karim, A. .(1999). Cdim: Document clustering by discrimination information maximization . ,
      • Karim, A. .(1999). Helicobacter urease: Niche construction at the single molecule level . ,
      • Karim, A. .(1999). Reverse engineering using association rules . ,
      • Karim, A. .(1999). Classifying socially sensitive data without discrimination: an analysis of a crime suspect dataset . ,
      • Karim, A. .(1999). Impact of behavior clustering on web surfer behavior prediction . ,
      • Karim, A. .(1999). Cluster Analysis of Traffic Flows on a Campus Network. . ,
      • Karim, A. .(1999). Computational intelligence for network intrusion detection: Recent contributions . ,
      • Karim, A. .(1999). Robust personalizable spam filtering via local and global discrimination modeling . ,
      • Karim, A. .(1999). Self-optimizing a clustering-based tag recommender for social bookmarking systems . ,
      • Karim, A. .(1999). Automatic Personalized Spam Filtering through Significant Word Modeling . ,
      • Karim, A. .(1999). Clustering IP addresses using longest prefix matching and nearest neighbor algorithms . ,
      • Karim, A. .(1999). Construction Scheduling, Cost Optimization, and Management: A New Model Based on Neurocomputing and Object Technologies . ,
      • Karim, A. .(1999). A rule-based model for normalization of sms text . ,
      • Karim, A. .(1999). Clustering and understanding documents via discrimination information maximization . ,
      • Karim, A. .(1999). Self-calibration: Enabling self-management in autonomous systems by preserving model fidelity . ,
      • Karim, A. .(1999). Fast supervised feature extraction by term discrimination information pooling . ,
      • Karim, A. .(1999). Multi-Objective Optimization Techniques . ,
      • Karim, A. .(1999). Motion Segmentation through Incremental Hierarchical Clustering . ,
      • Karim, A. .(1999). Online algorithms for complete itemset counts using set-to-string Mappings . ,
      • Karim, A. .(1999). Terms-based discriminative information space for robust text classification . ,
      • Karim, A. .(1999). Causal Discrimination Discovery Through Propensity Score Analysis . ,
      • Karim, A. .(1999). SPEECH-BASEDNETWORKS . ,
      • Karim, A. .(1999). IDENTIFICATIONOFINFLUENTIALUSERSIN SPEECH-BASEDNETWORKS . ,
      • Karim, A. .(1999). Understanding the Impact of Socio-Economic and Environmental Factors for Disease Outbreak in Developing Countries . ,
      • Karim, A. .(1999). MIKE: An Interactive Microblogging Keyword Extractor using Contextual Semantic Smoothing. . ,
      • Karim, A. .(1999). Personalized versus non-personalized tag recommendation: A suitability study on three social networks . ,
      • Karim, A. .(1999). Effectiveness of Hierarchical Heavy Hitter Identification for Intrusion Detection . ,
      • Karim, A. .(1999). CIS Workshops 2007 . ,
      • Karim, A. .(1999). Neural dynamics models for scheduling/cost optimization of construction projects and optimum design of cold-formed steel beams . ,
      • Karim, A. .(1999). NEURAL DYNAMICS MODELS FOR SCHEDULING/COST . ,
      • Karim, A. .(1999). IDENTIFICATION OF INFLUENTIAL USERS IN SPEECH-BASED NETWORKS . ,
      • Karim, A. .(1999). Automatically Generating Association Rules Under Diverse Operating Conditions Of A Large Scale Power Plant . ,
      • Karim, A. .(1999). DOI 10.1007/s10115-012-0477-x REGULAR PAPER . ,
      • Karim, A. .(1999). Wavelet-Based Finitte Element Method . ,
      • Karim, A. .(1999). All-To-All Personalized Broadcast Schemes For Irregular Switched Networks . ,
      • Karim, A. .(1999). Yuping Wang (Co-chair)(China) Qingfu Zhang (Co-chair)(UK) Patrick S. Wang (Co-chair)(USA) Aixin Sun (Singapore) . ,
      • Karim, A. .(1999). Nonlinear Optimization . ,
SemesterTitleCode
Fall Semester 2017-18Master's Thesis1701
Fall Semester 2017-18Senior Project1701
Fall Semester 2017-18Doctoral Thesis Research1701
Fall Semester 2017-18Databases1701
Fall Semester 2017-18Topics in Data Mining Research1701
Fall Semester 2017-18Machine Learning1701
Summer Semester 2016-17Master's Thesis1603
Summer Semester 2016-17Doctoral Thesis Research1603
Spring Semester 2016-17Introduction to Data Mining1602
Spring Semester 2016-17Doctoral Thesis Research1602
Spring Semester 2016-17Master's Thesis II1602
Spring Semester 2016-17Data Mining1602
Fall Semester 2016-17Master's Thesis I1601
Summer Semester 2015-16Doctoral Thesis Research1503
Spring Semester 2015-16Master's Thesis II1502
Spring Semester 2015-16Master's Thesis I1502
Spring Semester 2015-16Senior Project II1502
Fall Semester 2015-16Master's Thesis I1501
Fall Semester 2015-16Machine Learning1501
Spring Semester 2014-15Introduction to Data Mining1402
Spring Semester 2014-15Master's Thesis II1402
Spring Semester 2014-15Master's Thesis I1402
Spring Semester 2014-15Master's Project1402
Spring Semester 2014-15Senior Project II1402
Spring Semester 2014-15Data Mining1402
Fall Semester 2014-15Independent Study1401
Fall Semester 2014-15Master's Thesis I1401
Fall Semester 2014-15Senior Project I1401
Fall Semester 2014-15Databases1401
Fall Semester 2014-15Machine Learning1401
  • Past Courses
    SemesterTitleCode
    Summer Semester 2013-14Master's Project1303
    Spring Semester 2013-14Introduction to Data Mining1302
    Spring Semester 2013-14Senior Project II1302
    Spring Semester 2013-14Data Mining1302
    Fall Semester 2013-14Master's Thesis II1301
    Fall Semester 2013-14Master's Thesis I1301
    Fall Semester 2013-14Master's Project1301
    Fall Semester 2013-14Senior Project I1301
    Fall Semester 2013-14Databases1301
    Fall Semester 2013-14Machine Learning1301
    Spring Semester 2012-13Master's Thesis I1202
    Spring Semester 2012-13Introduction to Data Mining1202
    Spring Semester 2012-13Master's Thesis II1202
    Spring Semester 2012-13Master's Project1202
    Spring Semester 2012-13Senior Project II1202
    Spring Semester 2012-13Data Mining1202
    Fall Semester 2012-13MS Thesis I1201
    Fall Semester 2012-13Databases1201
    Fall Semester 2012-13Machine Learning1201
    Spring Semester 2011-12Doctoral Thesis Research1102
    Spring Semester 2011-12Master's Thesis II1102
    Spring Semester 2011-12Master's Project1102
    Spring Semester 2011-12Data Mining1102
    Fall Semester 2011-12Doctoral Thesis Research1101
    Fall Semester 2011-12Master's Thesis I1101
    Fall Semester 2011-12Master's Project1101
    Fall Semester 2011-12MS Independent Study1101
    Fall Semester 2011-12Topics in Data Mining Research1101
    Fall Semester 2011-12Machine Learning1101
    Summer Semester 2010-11Doctoral Thesis Research1003
    Spring Semester 2010-11Doctoral Thesis Research1002
    Spring Semester 2010-11MS Thesis II1002
    Spring Semester 2010-11Master's Thesis I1002
    Spring Semester 2010-11Master's Project1002
    Spring Semester 2010-11MS Independent Study1002
    Spring Semester 2010-11Data Mining1002
    Fall Semester 2010-11Doctoral Thesis Research1001
    Fall Semester 2010-11Doctoral Thesis Research1001
    Fall Semester 2010-11MS Thesis II1001
    Fall Semester 2010-11MS Thesis I1001
    Fall Semester 2010-11Machine Learning1001
    Summer Semester 2009-10Doctoral Thesis Research903
    Summer Semester 2009-10MS Thesis I903
    Summer Semester 2009-10MS Independent Study903
    Spring Semester 2009-10Doctoral Thesis Research902
    Spring Semester 2009-10Data Mining902
    Fall Semester 2009-10Independent Study901
    Fall Semester 2009-10Doctoral Thesis Research901
    Summer Qtr 2008-09Doctoral Thesis Research804
    Spring Qtr 2008-2009Doctoral Thesis Research803
    Spring Qtr 2008-2009Senior Design Project: Construction & Maintenance803
    Spring Qtr 2008-2009MS Independent Study803
    Spring Qtr 2008-2009Senior Project III803
    Winter Qtr 2008-09Doctoral Thesis Research802
    Winter Qtr 2008-09Senior Design Project: Implementation802
    Winter Qtr 2008-09Senior Project II802
    Winter Qtr 2008-09Topics in Data Mining Research802
    Winter Qtr 2008-09Machine Learning802
    Autumn Qtr 2008-09Doctoral Thesis Research801
    Autumn Qtr 2008-09MS Independent Study801
    Autumn Qtr 2008-09Senior Project I801
    Autumn Qtr 2008-09Data Mining801
    Summer Qtr 2007-08Doctoral Thesis Research704
    Summer Qtr 2007-08Independent Study I704
    Spring Qtr 2007-08Data Warehousing703
    Winter Qtr 2007-08Doctoral Research Thesis702
    Winter Qtr 2007-08Doctoral Thesis Research702
    Winter Qtr 2007-08Data Mining702
    Winter Qtr 2007-08Machine Learning702
    Autumn Qtr 2007-08Doctoral Research Thesis701
    Autumn Qtr 2007-08Master's Thesis III701
    Autumn Qtr 2007-08Artificial Intelligence701
    Autumn Qtr 2007-08Introduction to Artificial Intelligence701
    Summer Qtr 2006-07MS Independent Study604
    Spring Qtr 2006-07Doctoral Thesis Research603
    Spring Qtr 2006-07Data Warehousing603
    Spring Qtr 2006-07Neural Networks603
    Winter Qtr 2006-07MS Independent Study602
    Winter Qtr 2006-07Topics in Data Mining Research602
    Winter Qtr 2006-07Machine Learning602
    Autumn Qtr 2006-07Data Mining601
    Spring Qtr 2005-06Data Warehousing503
    Spring Qtr 2005-06Research Trends in Artificial Intelligence503
    Winter Qtr 2005-06Machine Learning502
    Autumn Qtr 2005-06Data Mining501
    Autumn Qtr 2005-06High Performance Computing501
    Spring Qtr 2004-05Data Warehousing403
    Spring Qtr 2004-05Research Trends in Artificial Intelligence403
    Spring Qtr 2004-05Neural Networks403
    Winter Qtr 2004-05Topics in Data Mining Research402
    Autumn Qtr 2004-05Data Mining401
    Autumn Qtr 2004-05High Performance Computing401