| Forest PA: Constructing a decision forest by penalizing attributes used in previous trees MN Adnan, MZ Islam Expert Systems with Applications 89, 389-403, 2017 | 132 | 2017 |
| Optimizing the number of trees in a decision forest to discover a subforest with high ensemble accuracy using a genetic algorithm MN Adnan, MZ Islam Knowledge-Based Systems 110, 86-97, 2016 | 86 | 2016 |
| One-vs-all binarization technique in the context of random forest MN Adnan, MZ Islam Proceedings of the European symposium on artificial neural networks …, 2015 | 46 | 2015 |
| Business Model of E-Tourism for Developing Countries MNA Mohammod Akbar Kabir, Kawsar Jahan International Journal of Computer and Information Technology (IJCIT) 3 (01 …, 2012 | 46* | 2012 |
| Forest CERN: a new decision forest building technique MN Adnan, MZ Islam Pacific-Asia conference on knowledge discovery and data mining, 304-315, 2016 | 39 | 2016 |
| Forex++: A new framework for knowledge discovery from decision forests MN Adnan, MZ Islam Australasian Journal of Information Systems 21, 2017 | 38 | 2017 |
| A comprehensive method for attribute space extension for random forest MN Adnan, MZ Islam 2014 17th International Conference on Computer and Information Technology …, 2014 | 23 | 2014 |
| Emotion recognition of human speech using deep learning method and MFCC features SK Hazra, RR Ema, SM Galib, S Kabir, N Adnan Radioelectronic and Computer Systems, 161-172, 2022 | 19 | 2022 |
| Extended space decision tree MN Adnan, MZ Islam, PWH Kwan International Conference on Machine Learning and Cybernetics, 219-230, 2014 | 17 | 2014 |
| On reinforcing automatic teller machine (ATM) transaction authentication security process by imposing behavioral biometrics PC Mondal, R Deb, MN Adnan 2017 4th International Conference on Advances in Electrical Engineering …, 2017 | 16 | 2017 |
| BDF: a new decision forest algorithm MN Adnan, RHL Ip, M Bewong, MZ Islam Information Sciences 569, 687-705, 2021 | 15 | 2021 |
| A new external sorting algorithm with no additional disk space R Islam, N Adnan, N Islam, S Hossen Information Processing Letters 86 (5), 229-233, 2003 | 14 | 2003 |
| ComboSplit: combining various splitting criteria for building a single decision tree MN Adnan, MZ Islam International Conference on Artificial Intelligence and Pattern Recognition, 1-8, 2014 | 13 | 2014 |
| On dynamic selection of subspace for random forest MN Adnan International Conference on Advanced Data Mining and Applications, 370-379, 2014 | 11 | 2014 |
| Improving the random forest algorithm by randomly varying the size of the bootstrap samples for low dimensional data sets MN Adnan, MZ Islam The 26th European Symposium on Artificial Neural Networks, Computational …, 2015 | 10 | 2015 |
| Improving the random forest algorithm by randomly varying the size of the bootstrap samples MN Adnan Proceedings of the 2014 IEEE 15th International Conference on Information …, 2014 | 8 | 2014 |
| Decision Tree and Decision Forest Algorithms: On Improving Accuracy, Efficiency and Knowledge Discovery MN Adnan Charles Sturt University, 2017 | 7 | 2017 |
| Effects of dynamic subspacing in random forest MN Adnan, MZ Islam Advanced Data Mining and Applications: 13th International Conference, ADMA …, 2017 | 7 | 2017 |
| Complement random forest MN Adnan, MZ Islam The 13th Australasian Data Mining Conference: AusDM 2015, 89-97, 2015 | 7 | 2015 |
| Clustering software systems to identify subsystem structures using knowledgebase MN Adnan, MR Islam, S Hossain 2011 Malaysian Conference in Software Engineering, 445-450, 2011 | 7 | 2011 |
Professor Zahid IslamAssociate Dean (Research), Charles Sturt UniversityPatvirtintas el. paštas csu.edu.au
