Knowledge based decision tree construction with feature importance domain knowledge MDR Al Iqbal, S Rahman, SI Nabil, IUA Chowdhury 2012 7th international conference on electrical and computer engineering …, 2012 | 38 | 2012 |
Empirical learning aided by weak domain knowledge in the form of feature importance R Al Iqbal 2011 International Conference on Multimedia and Signal Processing 1, 126-130, 2011 | 22 | 2011 |
Rule Extraction from Ensemble Methods Using Aggregated Decision Trees M Iqbal Neural Information Processing, 599-607, 2012 | 16 | 2012 |
Hybrid clinical decision support system: An automated diagnostic system for rural Bangladesh R Al Iqbal 2012 International Conference on Informatics, Electronics & Vision (ICIEV …, 2012 | 13 | 2012 |
Eclectic rule extraction from Neural Networks using aggregated Decision Trees MDR Al Iqbal 2012 7th International Conference on Electrical and Computer Engineering …, 2012 | 12 | 2012 |
Construction of Decision Trees by Using Feature Importance Value for Improved Learning Performance M Iqbal, M Rahaman, S Nabil Neural Information Processing, 242-249, 2012 | 12 | 2012 |
Wind turbine fault prediction using soft label SVM R Zhao, MR Al Iqbal, KP Bennett, Q Ji 2016 23rd International conference on pattern recognition (ICPR), 3192-3197, 2016 | 8 | 2016 |
Eclectic extraction of propositional rules from neural networks R Al Iqbal 14th International Conference on Computer and Information Technology (ICCIT …, 2011 | 8 | 2011 |
A generalized method for fault detection and diagnosis in SCADA sensor data via classification with uncertain labels MR Al Iqbal, R Zhao, Q Ji, KP Bennett International Conference on Data Science ICDATA 18, 2018 | 4 | 2018 |
A generalized method for integrating rule-based knowledge into inductive methods through virtual sample creation RA Iqbal arXiv preprint arXiv:1101.4924, 2011 | 4 | 2011 |
Grey-box process control mining for anomaly monitoring and deconstruction A Vargas, MD Iqbal, JS Erickson, KP Bennett arXiv preprint arXiv:1808.03709, 2018 | 2 | 2018 |
Automated diagnosis of anomalies via sensor-step data outlier detection: An application in semiconductors MR Al Iqbal, A Vargas, JS Erickson, KP Bennett SIGKDD ODD v5. 0 Workshop, 2018 | 2 | 2018 |
Correlation aided neural networks: a correlation based approach of using feature importance to improve performance R Al Iqbal 2012 International Conference on Informatics, Electronics & Vision (ICIEV …, 2012 | 1 | 2012 |
Anomaly Detection and Diagnosis in Manufacturing Processes: A Comprehensive Framework MDR Al Iqbal Rensselaer Polytechnic Institute, 2019 | | 2019 |
Automated wind turbine fault detection from SCADA sensor data with machine learning methods MDR Al Iqbal Rensselaer Polytechnic Institute, 2015 | | 2015 |
A generalized method of incorporating domain knowledge into learning algorithms by creating virtual samples from proportional rules MR Al Iqbal | | |