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