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Bayu Adhi Tama
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TSE-IDS: A two-stage classifier ensemble for intelligent anomaly-based intrusion detection system
BA Tama, M Comuzzi, KH Rhee
IEEE Access 7, 94497 - 94507, 2019
3142019
A critical review of blockchain and its current applications
BA Tama, BJ Kweka, Y Park, KH Rhee
International Conference on Electrical Engineering and Computer Science …, 2017
3062017
Anomaly detection using random forest: A performance revisited
R Primartha, BA Tama
International Conference on Data and Software Engineering (ICoDSE), 1-6, 2017
1752017
A framework for blockchain based secure smart green house farming
AS Patil, BA Tama, Y Park, KH Rhee
Advances in Computer Science and Ubiquitous Computing, LNEE 474, 1162-1167, 2017
1622017
Improving an intelligent detection system for coronary heart disease using a two-tier classifier ensemble
BA Tama, S Im, S Lee
Biomed Research International 2020, 1-10, 2020
1402020
An in-depth experimental study of anomaly detection using gradient boosted machine
BA Tama, KH Rhee
Neural Computing and Applications 31 (4), 955-965, 2019
1182019
Ensemble learning for intrusion detection systems: A systematic mapping study and cross-benchmark evaluation
BA Tama, S Lim
Computer Science Review 39, 100357, 2021
1082021
An enhanced anomaly detection in Web traffic using a stack of classifier ensemble
BA Tama, L Nkenyereye, SMR Islam, KS Kwak
IEEE Access 8 (1), 24120 - 24134, 2020
842020
Dual-IDS: A bagging-based gradient boosting decision tree model for network anomaly intrusion detection system
MHL Louk, BA Tama
Expert Systems with Applications 213, 119030, 2023
822023
Attack classification analysis of IoT network via deep learning approach
BA Tama, KH Rhee
Research Briefs on Information & Communication Technology Evolution (ReBICTE) 3, 2017
792017
A combination of PSO-based feature selection and tree-based classifiers ensemble for intrusion detection systems
BA Tama, KH Rhee
Advances in Computer Science and Ubiquitous Computing, LNEE 373, 489-495, 2015
742015
Analisis kepuasan konsumen terhadap restoran cepat saji melalui pendekatan data mining: studi kasus XYZ
V Mandasari, BA Tama
Jurnal Generic 6 (1), 25-28, 2013
742013
Steel surface defect diagnostics using deep convolutional neural network and class activation map
SY Lee, BA Tama, SJ Moon, S Lee
Applied Sciences 9 (24), 5460, 2019
702019
Recent advances in the application of deep learning for fault diagnosis of rotating machinery using vibration signals
BA Tama, M Vania, S Lee, S Lim
Artificial Intelligence Review 56, 4667–4709, 2023
692023
Vision-based fault diagnostics using explainable deep learning with class activation maps
KH Sun, H Huh, BA Tama, SY Lee, JH Jung, S Lee
IEEE Access 8, 129169 - 129179, 2020
622020
An empirical comparison of classification techniques for next event prediction using business process event logs
BA Tama, M Comuzzi
Expert Systems with Applications 129, 233-245, 2019
602019
Secure and blockchain based emergency driven message protocol for 5G enabled vehicular edge computing
L Nkenyereye, BA Tama, MK Shahzad, YH Choi
Sensors 20 (1), 145, 2020
562020
Tree-based classifier ensembles for early detection method of diabetes: an exploratory study
BA Tama, KH Rhee
Artificial Intelligence Review 51 (3), 355-370, 2019
552019
An early detection method of type-2 diabetes mellitus in public hospital
BA Tama, R Fitri S., Hermansyah
TELKOMNIKA (Telecommunication Computing Electronics and Control) 9 (2), 287-294, 2011
532011
An improved classification and localization approach to small bowel capsule endoscopy using convolutional neural network
Y Hwang, HH Lee, C Park, BA Tama, JS Kim, DY Cheung, WC Chung, ...
Digestive Endoscopy 33 (4), 598-607, 2021
462021
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