| Addressing the class imbalance problem in medical datasets MM Rahman, DN Davis International Journal of Machine Learning and Computing 3 (2), 224, 2013 | 442 | 2013 |
| A multi-agent decision support system for stock trading Y Luo, K Liu, DN Davis IEEE network 16 (1), 20-27, 2002 | 223 | 2002 |
| Assessment of an automated cephalometric analysis system DB Forsyth, DN Davis European Journal of Orthodontics 18 (5), 471-478, 1996 | 111 | 1996 |
| DMP_MI: an effective diabetes mellitus classification algorithm on imbalanced data with missing values Q Wang, W Cao, J Guo, J Ren, Y Cheng, DN Davis IEEE access 7, 102232-102238, 2019 | 103 | 2019 |
| Cluster based under-sampling for unbalanced cardiovascular data MM Rahman, D Davis Proceedings of the world congress on engineering 3, 3-5, 2013 | 95 | 2013 |
| Machine learning-based missing value imputation method for clinical datasets MM Rahman, DN Davis IAENG Transactions on Engineering Technologies: Special Volume of the World …, 2013 | 89 | 2013 |
| Agent-based decision-support framework for water supply infrastructure rehabilitation and development DN Davis Computers, environment and urban systems 24 (3), 173-190, 2000 | 66 | 2000 |
| Reliability of cephalometric analysis using manual and interactive computer methods DN Davis, F Mackay British journal of orthodontics 18 (2), 105-109, 1991 | 63 | 1991 |
| Reactive and motivational agents: Towards a collective minder DN Davis International Workshop on Agent Theories, Architectures, and Languages, 309-323, 1996 | 58 | 1996 |
| A blackboard architecture for automating cephalometric analysis DN Davis, CJ Taylor Medical Informatics 16 (2), 137-149, 1991 | 45 | 1991 |
| A systematic review of adaptive wildlife management for the control of invasive, non‐native mammals, and other human–wildlife conflicts S Richardson, AC Mill, D Davis, D Jam, AI Ward Mammal Review 50 (2), 147-156, 2020 | 40 | 2020 |
| Computational architectures for intelligence and motivation DN Davis Proceedings of the IEEE Internatinal Symposium on Intelligent Control, 520-525, 2002 | 39 | 2002 |
| Computational models of emotion for autonomy and reasoning DN Davis, SC Lewis Informatica (Slovenia) 27 (2), 157-164, 2003 | 38 | 2003 |
| A comparative study of missing value imputation with multiclass classification for clinical heart failure data Y Zhang, C Kambhampati, DN Davis, K Goode, JGF Cleland 2012 9th international conference on fuzzy systems and knowledge discovery …, 2012 | 36 | 2012 |
| Fuzzy unordered rules induction algorithm used as missing value imputation methods for k-mean clustering on real cardiovascular data MM Rahman, DN Davis Lect Notes Eng Comput Sci 2197 (1), 391-4, 2012 | 31 | 2012 |
| Control states and complete agent architectures DN Davis Computational Intelligence 17 (4), 621-650, 2001 | 30 | 2001 |
| Knowledge-based cephalometric analysis: a comparison with clinicians using interactive computer methods DN Davis, D Forsyth Computers and Biomedical research 27 (3), 210-228, 1994 | 26 | 1994 |
| Minds have personalities-Emotion is the core DN Davis CiteSeer, available at: http://citeseerx. ist. psu. edu/viewdoc/summary, 2000 | 22 | 2000 |
| Cognitive architectures for affect and motivation DN Davis Cognitive Computation 2 (3), 199-216, 2010 | 20 | 2010 |
| Missing value imputation using stratified supervised learning for cardiovascular data ND Darryl, MM Rahman J Inform Data Min 1, 13, 2016 | 17 | 2016 |
