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.

Title Publication Author Year
Fisher score and Matthews correlation coefficient-based feature subset selection for heart disease diagnosis using support vector machines Knowledge and Information Systems Saqlain S.M., Sher M., Shah F.A., Khan I., Ashraf M.U., Awais M., Ghani A. 2018
AdaBoost-based artificial neural network learning Neurocomputing Baig M.M., Awais M.M., El-Alfy E.-S.M. 2017
A multiclass cascade of artificial neural network for network intrusion detection Journal of Intelligent and Fuzzy Systems Baig M.M., Awais M.M., El-Alfy E.-S.M. 2017
Comparing distance to consensus of collective relations using OWA operators Journal of Intelligent and Fuzzy Systems Khalid A., Awais M.M. 2015
Learning rule for linear multilayer feedforward ann by boosted decision stumps Lecture 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 recognition Lecture 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 model IEEE Transactions on Autonomous Mental Development Suleman K.M.U., Awais M.M. 2014
Incomplete preference relations: An upper bound condition Journal of Intelligent and Fuzzy Systems Khalid A., Awais M.M. 2014
Intrusion detection using a cascade of boosted classifiers (CBC) Proceedings of the International Joint Conference on Neural Networks Baig M., El-Alfy E.-S.M., Awais M.M. 2014
Impact of using information gain in software defect prediction models Lecture 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
BOOSTRON: Boosting based perceptron learning Lecture 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
Workload management: A technology perspective with respect to self-*characteristics Artificial Intelligence Review Mateen A., Raza B., Sher M., Awais M.M., Mustapha N. 2014
Comparing ranking methods: Complete RCI preference and multiplicative preference relations Journal of Intelligent and Fuzzy Systems Khalid A., Awais M.M. 2014
Identifying association between longer itemsets and software defects Lecture 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
Human-robot interaction in an unknown human intention scenario Proceedings - 11th International Conference on Frontiers of Information Technology, FIT 2013 Awais M., Henrich D. 2013
Putting Peirce's theory to the test: Peircean evolutionary algorithms Transactions of the Charles S Peirce Society Akhtar J., Awais M.M., Koshul B.B. 2013
An evolutionary algorithm derived from charles sanders peirce's theory of universal evolution GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference Companion Akhtar J., Awais M.M., Koshul B.B. 2013
A framework for evolutionary algorithms based on Charles Sanders Peirce's evolutionary semiotics Information Sciences Akhtar J., Koshul B.B., Awais M.M. 2013
Enterprise architectures for e-government development Developing E-Government Projects: Frameworks and Methodologies Farooq M.K., Shamail S., Awais M.M. 2013
A randomized partitioning approach for CBR-Based autonomic systems to improve retrieval performance Computer Journal Khan M.J., Awais M.M., Shamail S. 2013
Data analysis and visualization using spectral decomposition and feature selection ICET 2013 - 2013 IEEE 9th International Conference on Emerging Technologies Kamran A., Shamail S., Awais M.M. 2013
Using association rules to identify similarities between software datasets Proceedings - 2012 8th International Conference on the Quality of Information and Communications Technology, QUATIC 2012 Anwar S., Rana Z.A., Shamail S., Awais M.M. 2012
Identifying similar software datasets through Fuzzy Inference System Proceedings - 10th International Conference on Frontiers of Information Technology, FIT 2012 Anwar S., Rana Z.A., Awais M.M. 2012
Prediction and analysis of air incidents and accidents using case-based reasoning Proceedings - 2012 3rd Global Congress on Intelligent Systems, GCIS 2012 Zubair M., Khan M.J., Awais M.M. 2012
Proactive premature intention estimation for intuitive human-robot collaboration IEEE International Conference on Intelligent Robots and Systems Awais M., Henrich D. 2012