Faculty Profile

Dr. Mian Muhammad Awais

Professor

Department Of Computer Science

Dr. Awais received his Ph.D. from Imperial College, University of London. Prior to joining LUMS, Dr Awais conducted European Union research and development projects for a UK based SME. His Ph.D. work related to the development of on-line models for parametric estimation of solid fuel-fired industrial boilers. Dr Awais has also conducted research work on a class of iterative methods pertinent to Krylov subspaces for optimisation, such as the oblique projection and implicitly restarted model reduction methodologies.

TitlePublicationAuthorYear
Fisher score and Matthews correlation coefficient-based feature subset selection for heart disease diagnosis using support vector machinesKnowledge and Information SystemsSaqlain S.M., Sher M., Shah F.A., Khan I., Ashraf M.U., Awais M., Ghani A.2018
AdaBoost-based artificial neural network learningNeurocomputingBaig M.M., Awais M.M., El-Alfy E.-S.M.2017
A multiclass cascade of artificial neural network for network intrusion detectionJournal of Intelligent and Fuzzy SystemsBaig M.M., Awais M.M., El-Alfy E.-S.M.2017
Comparing distance to consensus of collective relations using OWA operatorsJournal of Intelligent and Fuzzy SystemsKhalid A., Awais M.M.2015
Learning rule for linear multilayer feedforward ann by boosted decision stumpsLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)Baig M.M., El-Alfy E.-S.M., Awais M.M.2015
Real-time EEG-based human emotion recognitionLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)Javaid M.M., Yousaf M.A., Sheikh Q.Z., Awais M.M., Saleem S., Khalid M.2015
Learning from demonstration in robots using the shared circuits modelIEEE Transactions on Autonomous Mental DevelopmentSuleman K.M.U., Awais M.M.2014
Incomplete preference relations: An upper bound conditionJournal of Intelligent and Fuzzy SystemsKhalid A., Awais M.M.2014
BOOSTRON: Boosting based perceptron learningLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)Baig M.M., Awais M.M., El-Alfy E.-S.M.2014
Intrusion detection using a cascade of boosted classifiers (CBC)Proceedings of the International Joint Conference on Neural NetworksBaig M., El-Alfy E.-S.M., Awais M.M.2014
Impact of using information gain in software defect prediction modelsLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)Rana Z.A., Awais M.M., Shamail S.2014
Comparing ranking methods: Complete RCI preference and multiplicative preference relationsJournal of Intelligent and Fuzzy SystemsKhalid A., Awais M.M.2014
Workload management: A technology perspective with respect to self-*characteristicsArtificial Intelligence ReviewMateen A., Raza B., Sher M., Awais M.M., Mustapha N.2014
Human-robot interaction in an unknown human intention scenarioProceedings - 11th International Conference on Frontiers of Information Technology, FIT 2013Awais M., Henrich D.2013
Identifying association between longer itemsets and software defectsLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)Rana Z.A., Malik S.A., Shamail S., Awais M.M.2013
Putting Peirce's theory to the test: Peircean evolutionary algorithmsTransactions of the Charles S Peirce SocietyAkhtar J., Awais M.M., Koshul B.B.2013
An evolutionary algorithm derived from charles sanders peirce's theory of universal evolutionGECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference CompanionAkhtar J., Awais M.M., Koshul B.B.2013
A framework for evolutionary algorithms based on Charles Sanders Peirce's evolutionary semioticsInformation SciencesAkhtar J., Koshul B.B., Awais M.M.2013
Enterprise architectures for e-government developmentDeveloping E-Government Projects: Frameworks and MethodologiesFarooq M.K., Shamail S., Awais M.M.2013
A randomized partitioning approach for CBR-Based autonomic systems to improve retrieval performanceComputer JournalKhan M.J., Awais M.M., Shamail S.2013
Data analysis and visualization using spectral decomposition and feature selectionICET 2013 - 2013 IEEE 9th International Conference on Emerging TechnologiesKamran A., Shamail S., Awais M.M.2013
Proactive premature intention estimation for intuitive human-robot collaborationIEEE International Conference on Intelligent Robots and SystemsAwais M., Henrich D.2012
Using association rules to identify similarities between software datasetsProceedings - 2012 8th International Conference on the Quality of Information and Communications Technology, QUATIC 2012Anwar S., Rana Z.A., Shamail S., Awais M.M.2012
Identifying similar software datasets through Fuzzy Inference SystemProceedings - 10th International Conference on Frontiers of Information Technology, FIT 2012Anwar S., Rana Z.A., Awais M.M.2012
Prediction and analysis of air incidents and accidents using case-based reasoningProceedings - 2012 3rd Global Congress on Intelligent Systems, GCIS 2012Zubair M., Khan M.J., Awais M.M.2012
SemesterTitleCode
Fall Semester 2018-19Introduction to Programming1801
Summer Semester 2017-18Master's Thesis1703
Summer Semester 2017-18Doctoral Thesis Research1703
Spring Semester 2017-18Master's Thesis1702
Spring Semester 2017-18Master's Thesis1702
Spring Semester 2017-18Introduction to Data Mining1702
Spring Semester 2017-18Intelligent Computing1702
Spring Semester 2017-18Doctoral Thesis Research1702
Spring Semester 2017-18Doctoral Thesis Research1702
Spring Semester 2017-18Data Mining1702
Fall Semester 2017-18Master's Thesis1701
Fall Semester 2017-18Doctoral Thesis Research1701
Summer Semester 2016-17Doctoral Thesis Research1603
Spring Semester 2016-17Directed Research Project1602
Spring Semester 2016-17Directed Research Project1602
Spring Semester 2016-17Independent Study1602
Spring Semester 2016-17Doctoral Thesis Research1602
Spring Semester 2016-17Master's Thesis II1602
Spring Semester 2016-17Senior Project II1602
Fall Semester 2016-17Doctoral Thesis Research1601
Fall Semester 2016-17Master's Thesis I1601
Fall Semester 2016-17Senior Project II1601
Fall Semester 2016-17Senior Project I1601
Fall Semester 2016-17Introduction to Artificial Intelligence1601
Summer Semester 2015-16Doctoral Thesis Research1503
Summer Semester 2015-16Senior Project I1503
Spring Semester 2015-16Senior Project in Management Science1502
Spring Semester 2015-16Introduction to Data Mining1502
Spring Semester 2015-16Intelligent Computing1502
Spring Semester 2015-16Doctoral Thesis Research1502
Spring Semester 2015-16Master's Thesis II1502
Spring Semester 2015-16Master's Thesis I1502
Spring Semester 2015-16Senior Project II1502
Spring Semester 2015-16Data Mining1502
Fall Semester 2015-16Master's Thesis I1501
Fall Semester 2015-16Senior Project I1501
Fall Semester 2015-16Introduction to Artificial Intelligence1501
Summer Semester 2014-15Master's Thesis II1403
Spring Semester 2014-15Theory of Automata1402
Spring Semester 2014-15Intelligent Computing1402
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
Fall Semester 2014-15Master's Thesis I1401
Fall Semester 2014-15Senior Project I1401
Fall Semester 2014-15Introduction to Artificial Intelligence1401
  • Past Courses
    SemesterTitleCode
    Spring Semester 2013-14Theory of Automata1302
    Spring Semester 2013-14Intelligent Computing1302
    Spring Semester 2013-14Master's Thesis II1302
    Spring Semester 2013-14Senior Project II1302
    Fall Semester 2013-14PhD Reading Course: Introduction to Mathematical Programming1301
    Fall Semester 2013-14PhD Reading Course: Mathematical Methods in Artificial Intelligence1301
    Fall Semester 2013-14Doctoral Thesis Research1301
    Fall Semester 2013-14MS independent Study1301
    Fall Semester 2013-14Master's Thesis I1301
    Fall Semester 2013-14Senior Project I1301
    Fall Semester 2013-14Introduction to Artificial Intelligence1301
    Summer Semester 2012-13PhD Reading Course: Preference Relations in Fuzzy Soft Set Theory1203
    Summer Semester 2012-13PhD Reading Course: Decision Making & Soft Set Theory1203
    Summer Semester 2012-13Doctoral Thesis Research1203
    Spring Semester 2012-13Theory of Automata1202
    Spring Semester 2012-13Doctoral Thesis Research1202
    Spring Semester 2012-13Senior Project I1202
    Spring Semester 2012-13Independent Study1202
    Spring Semester 2012-13Independent Study1202
    Spring Semester 2012-13Master's Thesis II1202
    Spring Semester 2012-13Master's Project1202
    Fall Semester 2012-13Doctoral Thesis Research1201
    Fall Semester 2012-13Master's Thesis I1201
    Fall Semester 2012-13Introduction to Artificial Intelligence1201
    Summer Semester 2011-12Doctoral Thesis Research1103
    Spring Semester 2011-12MS Independent Study1102
    Spring Semester 2011-12Doctoral Thesis Research1102
    Spring Semester 2011-12Intelligent Computing1102
    Fall Semester 2011-12Doctoral Thesis Research1101
    Fall Semester 2011-12Master's Thesis I1101
    Fall Semester 2011-12Master's Project1101
    Fall Semester 2011-12Introduction to Computing1101
    Fall Semester 2011-12Introduction to Artificial Intelligence1101
    Summer Semester 2010-11PhD Reading Course: Fuzzy Judgment1003
    Summer Semester 2010-11Doctoral Thesis Research1003
    Summer Semester 2010-11MS Independent Study1003
    Spring Semester 2010-11PhD Reading Course: Decision Making using Fuzzy Logic1002
    Spring Semester 2010-11Introduction to Artificial Intelligence Lab1002
    Spring Semester 2010-11Introduction to Artificial Intelligence Laboratory1002
    Spring Semester 2010-11Intelligent Computing1002
    Spring Semester 2010-11Introduction to Artificial Intelligence1002
    Fall Semester 2010-11Introduction to Computing1001
    Summer Semester 2009-10Doctoral Thesis Research903
    Spring Semester 2009-10Introduction to Artificial Intelligence Laboratory902
    Spring Semester 2009-10Intelligent Computing902
    Spring Semester 2009-10Independent Study902
    Spring Semester 2009-10Doctoral Thesis Research902
    Spring Semester 2009-10Senior Project II902
    Spring Semester 2009-10Senior Project I902
    Spring Semester 2009-10Introduction to Artificial Intelligence902
    Fall Semester 2009-10Senior Project I901
    Fall Semester 2009-10Doctoral Thesis Research901
    Fall Semester 2009-10Introduction to Computing901
    Summer Qtr 2008-09Master's Project804
    Spring Qtr 2008-2009Doctoral Thesis Research803
    Spring Qtr 2008-2009Doctoral Thesis Research803
    Winter Qtr 2008-09Doctoral Thesis Research802
    Winter Qtr 2008-09Doctoral Thesis Research802
    Winter Qtr 2008-09Topics in Artificial Intelligence802
    Winter Qtr 2008-09Fluid and Thermal Engineering802
    Autumn Qtr 2008-09Doctoral Thesis Research801
    Autumn Qtr 2008-09Artificial Intelligence801
    Autumn Qtr 2008-09Introduction to Artificial Intelligence801
    Summer Qtr 2007-08Doctoral Thesis Research704
    Winter Qtr 2007-08Doctoral Thesis Research Units702
    Winter Qtr 2007-08Doctoral Thesis Research702
    Winter Qtr 2007-08MS Independent Study702
    Winter Qtr 2007-08Independent Study III702
    Autumn Qtr 2007-08Doctoral Thesis Research Units701
    Autumn Qtr 2007-08Doctoral Thesis Research701
    Autumn Qtr 2007-08MS Independent Study701
    Summer Qtr 2006-07Doctoral Thesis Research604
    Summer Qtr 2006-07MS Independent Study604
    Spring Qtr 2006-07Topics in Artificial Intelligence603
    Spring Qtr 2006-07Fluid and Thermal Engineering603
    Spring Qtr 2006-07Doctoral Thesis Research603
    Winter Qtr 2006-07MS Independent Study602
    Winter Qtr 2006-07Fuzzy Systems602
    Winter Qtr 2006-07Robotics602
    Autumn Qtr 2006-07Artificial Intelligence601
    Autumn Qtr 2006-07Introduction to Artificial Intelligence601
    Summer Qtr 2005-06PhD Reading Course CS504
    Spring Qtr 2005-06Fluid and Thermal Engineering503
    Spring Qtr 2005-06Research Trends in Artificial Intelligence503
    Winter Qtr 2005-06Fuzzy Systems502
    Winter Qtr 2005-06Robotics502
    Autumn Qtr 2005-06Artificial Intelligence501
    Autumn Qtr 2005-06Introduction to Artificial Intelligence501
    Spring Qtr 2004-05Research Trends in Artificial Intelligence403
    Spring Qtr 2004-05Computer Science Fundamentals403
    Winter Qtr 2004-05Artificial Intelligence402
    Winter Qtr 2004-05Introduction to Artificial Intelligence402
    Autumn Qtr 2004-05Introduction to Computing401
    Spring Qtr 2003-04Computer Science Fundamentals303
    Autumn Qtr 2003-04Introduction to Computing301