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
A generic interval of linguistic variable based genetic fuzzy inference system; A utility in forestry application 2019 International Conference on Advances in the Emerging Computing Technologies, AECT 2019 2020
High performance multi-class motor imagery EEG classification BIOSIGNALS 2020 - 13th International Conference on Bio-Inspired Systems and Signal Processing, Proceedings; Part of 13th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2020 2020
Induction Motor Inter-turn Short Circuit Fault Detection Using Efficient Feature Extraction for Machine Learning Based Fault Detectors Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019
Knowledge representation and management for precision agriculture: A case study Communications in Computer and Information Science 2019
AdaBoost-based artificial neural network learning Neurocomputing 2017
A multiclass cascade of artificial neural network for network intrusion detection Journal of Intelligent and Fuzzy Systems 2017
Comparing distance to consensus of collective relations using OWA operators Journal of Intelligent and Fuzzy Systems 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) 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) 2015
Learning from demonstration in robots using the shared circuits model IEEE Transactions on Autonomous Mental Development 2014
Incomplete preference relations: An upper bound condition Journal of Intelligent and Fuzzy Systems 2014
Workload management: A technology perspective with respect to self-*characteristics Artificial Intelligence Review 2014
Intrusion detection using a cascade of boosted classifiers (CBC) Proceedings of the International Joint Conference on Neural Networks 2014
Comparing ranking methods: Complete RCI preference and multiplicative preference relations Journal of Intelligent and Fuzzy Systems 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) 2014
BOOSTRON: Boosting based perceptron learning Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 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) 2013
Putting Peirce's theory to the test: Peircean evolutionary algorithms Transactions of the Charles S Peirce Society 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 2013
A framework for evolutionary algorithms based on Charles Sanders Peirce's evolutionary semiotics Information Sciences 2013
Enterprise architectures for e-government development Developing E-Government Projects: Frameworks and Methodologies 2013
A randomized partitioning approach for CBR-Based autonomic systems to improve retrieval performance Computer Journal 2013
Data analysis and visualization using spectral decomposition and feature selection ICET 2013 - 2013 IEEE 9th International Conference on Emerging Technologies 2013
Finding focused itemsets from software defect data 2012 15th International Multitopic Conference, INMIC 2012 2012
Prediction and analysis of air incidents and accidents using case-based reasoning Proceedings - 2012 3rd Global Congress on Intelligent Systems, GCIS 2012 2012