Bayu Adhi Tama

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 46

Top Topics

Intrusion Detection

Feature Selections

Top Venues

Big Data Cogn. Comput.

Expert Syst. Appl.

Publications

Prathamesh Walkikar, Lei Shi, Bayu Adhi Tama, Vandana P. Janeja
Discovery of multi-domain spatiotemporal associations. GeoInformatica 28 (3) (2024)
Bayu Adhi Tama, Vandana Pursnani Janeja, Sanjay Purushotham
Assessing Annotation Accuracy in Ice Sheets Using Quantitative Metrics. CoRR (2024)
Atefeh Jebeli, Bayu Adhi Tama, Vandana P. Janeja, Nicholas Holschuh, Claire Jensen, Mathieu Morlighem, Joseph A. MacGregor, Mark A. Fahnestock
TSSA: Two-Step Semi-Supervised Annotation for Radargrams on the Greenland Ice Sheet. IGARSS (2023)
Malinda Vania, Bayu Adhi Tama, Hasan Maulahela, Sunghoon Lim
Recent Advances in Applying Machine Learning and Deep Learning to Detect Upper Gastrointestinal Tract Lesions. IEEE Access 11 (2023)
Naomi Tack, Bayu Adhi Tama, Atefeh Jebeli, Vandana P. Janeja, Don Engel, Rebecca Williams
Metrics for the Quality and Consistency of Ice Layer Annotations. IGARSS (2023)
Maya Hilda Lestari Louk, Bayu Adhi Tama
Dual-IDS: A bagging-based gradient boosting decision tree model for network anomaly intrusion detection system. Expert Syst. Appl. 213 (Part) (2023)
Bayu Adhi Tama, Malinda Vania, Seungchul Lee, Sunghoon Lim
Recent advances in the application of deep learning for fault diagnosis of rotating machinery using vibration signals. Artif. Intell. Rev. 56 (5) (2023)
Bayu Adhi Tama, Jaehong Kim, Jaehyuk Park, Lev Manovich, Meeyoung Cha
Quantitative Analysis of Cultural Dynamics Seen from an Event-based Social Network. CoRR (2023)
Maya Hilda Lestari Louk, Bayu Adhi Tama
Tree-Based Classifier Ensembles for PE Malware Analysis: A Performance Revisit. Algorithms 15 (9) (2022)
Maya Hilda Lestari Louk, Bayu Adhi Tama
Revisiting Gradient Boosting-Based Approaches for Learning Imbalanced Data: A Case of Anomaly Detection on Power Grids. Big Data Cogn. Comput. 6 (2) (2022)
Bayu Adhi Tama, Malinda Vania, Iljung Kim, Sunghoon Lim
An EfficientNet-Based Weighted Ensemble Model for Industrial Machine Malfunction Detection Using Acoustic Signals. IEEE Access 10 (2022)
Hansoo Lee, Bayu Adhi Tama, Meeyoung Cha
Prediction of Football Player Value using Bayesian Ensemble Approach. CoRR (2022)
Misni Harjo Suwito, Bayu Adhi Tama, Bagus Santoso, Sabyasachi Dutta, Haowen Tan, Yoshifumi Ueshige, Kouichi Sakurai
A Systematic Study of Bulletin Board and Its Application. AsiaCCS (2022)
Siti Nurmaini, Bayu Adhi Tama, Muhammad Naufal Rachmatullah, Annisa Darmawahyuni, Ade Iriani Sapitri, Firdaus, Bambang Tutuko
An improved semantic segmentation with region proposal network for cardiac defect interpretation. Neural Comput. Appl. 34 (16) (2022)
Maya Hilda Lestari Louk, Bayu Adhi Tama
PSO-Driven Feature Selection and Hybrid Ensemble for Network Anomaly Detection. Big Data Cogn. Comput. 6 (4) (2022)
Maya Hilda Lestari Louk, Bayu Adhi Tama
Exploring Ensemble-Based Class Imbalance Learners for Intrusion Detection in Industrial Control Networks. Big Data Cogn. Comput. 5 (4) (2021)
Bayu Adhi Tama, Sung Hoon Lim
Ensemble learning for intrusion detection systems: A systematic mapping study and cross-benchmark evaluation. Comput. Sci. Rev. 39 (2021)
Bayu Adhi Tama, Seungchul Lee
Comments on "Stacking ensemble based deep neural networks modeling for effective epileptic seizure detection". Expert Syst. Appl. 184 (2021)
Bayu Adhi Tama, Marco Comuzzi, Jonghyeon Ko
An empirical investigation of different classifiers, encoding and ensemble schemes for next event prediction using business process event logs. CoRR (2020)
Lewis Nkenyereye, Bayu Adhi Tama, Muhammad K. Shahzad, Yoon-Ho Choi
Secure and Blockchain-Based Emergency Driven Message Protocol for 5G Enabled Vehicular Edge Computing. Sensors 20 (1) (2020)
Bayu Adhi Tama, Marco Comuzzi, Jonghyeon Ko
An Empirical Investigation of Different Classifiers, Encoding, and Ensemble Schemes for Next Event Prediction Using Business Process Event Logs. ACM Trans. Intell. Syst. Technol. 11 (6) (2020)
Lionel Nkenyereye, Lewis Nkenyereye, Bayu Adhi Tama, Alavalapati Goutham Reddy, JaeSeung Song
Software-Defined Vehicular Cloud Networks: Architecture, Applications and Virtual Machine Migration. Sensors 20 (4) (2020)
Bayu Adhi Tama, Lewis Nkenyereye, S. M. Riazul Islam, Kyung-Sup Kwak
An Enhanced Anomaly Detection in Web Traffic Using a Stack of Classifier Ensemble. IEEE Access 8 (2020)
Kyung Ho Sun, Hyunsuk Huh, Bayu Adhi Tama, Soo Young Lee, Joon Ha Jung, Seungchul Lee
Vision-Based Fault Diagnostics Using Explainable Deep Learning With Class Activation Maps. IEEE Access 8 (2020)
Rin Nadia, Bayu Adhi Tama, JaeSeung Song
Seamless Human Impedance-based IoT Authentication with Machine Learning Techniques. ICTC (2020)
Soo Young Lee, Bayu Adhi Tama, Changyun Choi, Jong-Yeon Hwang, Jonggeun Bang, Seungchul Lee
Spatial and Sequential Deep Learning Approach for Predicting Temperature Distribution in a Steel-Making Continuous Casting Process. IEEE Access 8 (2020)
Bayu Adhi Tama, Kyung-Hyune Rhee
An in-depth experimental study of anomaly detection using gradient boosted machine. Neural Comput. Appl. 31 (4) (2019)
Bayu Adhi Tama, Kyung-Hyune Rhee
Tree-based classifier ensembles for early detection method of diabetes: an exploratory study. Artif. Intell. Rev. 51 (3) (2019)
Bayu Adhi Tama, Marco Comuzzi
An empirical comparison of classification techniques for next event prediction using business process event logs. Expert Syst. Appl. 129 (2019)
Bayu Adhi Tama, Marco Comuzzi, Kyung-Hyune Rhee
TSE-IDS: A Two-Stage Classifier Ensemble for Intelligent Anomaly-Based Intrusion Detection System. IEEE Access 7 (2019)
Woosung Choi, Hyunsuk Huh, Bayu Adhi Tama, Gyusang Park, Seungchul Lee
A Neural Network Model for Material Degradation Detection and Diagnosis Using Microscopic Images. IEEE Access 7 (2019)
Bayu Adhi Tama, Kyung-Hyune Rhee
A Comparative Study of Phishing Websites Classification Based on Classifier Ensembles. J. Multim. Inf. Syst. 5 (2) (2018)
Bayu Adhi Tama, Kyung-Hyune Rhee
In-depth analysis of neural network ensembles for early detection method of diabetes disease. Int. J. Medical Eng. Informatics 10 (4) (2018)
Bayu Adhi Tama, Kyung-Hyune Rhee
A comparative study of classifier ensembles for detecting inactive learner in university. Int. J. Data Anal. Tech. Strateg. 10 (4) (2018)
Bayu Adhi Tama, Kyung Hyune Rhee
Performance evaluation of intrusion detection system using classifier ensembles. Int. J. Internet Protoc. Technol. 10 (1) (2017)
Bayu Adhi Tama, Kyung-Hyune Rhee
A Novel Anomaly Detection Method in Wireless Network Using Multi-level Classifier Ensembles. MUE/FutureTech (2017)
Bayu Adhi Tama, Akash Suresh Patil, Kyung Hyune Rhee
An Improved Model of Anomaly Detection Using Two-Level Classifier Ensemble. AsiaJCIS (2017)
Bayu Adhi Tama, Kyung-Hyune Rhee
An extensive empirical evaluation of classifier ensembles for intrusion detection task. Comput. Syst. Sci. Eng. 32 (2) (2017)
Bayu Adhi Tama, Kyung Hyune Rhee
HFSTE: Hybrid Feature Selections and Tree-Based Classifiers Ensemble for Intrusion Detection System. IEICE Trans. Inf. Syst. (8) (2017)
Bayu Adhi Tama, Kyung Hyune Rhee
A Detailed Analysis of Classifier Ensembles for Intrusion Detection in Wireless Network. J. Inf. Process. Syst. 13 (5) (2017)
Akash Suresh Patil, Bayu Adhi Tama, Youngho Park, Kyung-Hyune Rhee
A Framework for Blockchain Based Secure Smart Green House Farming. CSA/CUTE (2017)
Bayu Adhi Tama, Kyung Hyune Rhee
Classifier Ensemble Design with Rotation Forest to Enhance Attack Detection of IDS in Wireless Network. AsiaJCIS (2016)
Bayu Adhi Tama, Kyung Hyune Rhee
Performance Analysis of Multiple Classifier System in DoS Attack Detection. WISA (2015)
Bayu Adhi Tama
Learning to Prevent Inactive Student of Indonesia Open University. J. Inf. Process. Syst. 11 (2) (2015)
Bayu Adhi Tama, Kyung Hyune Rhee
A Combination of PSO-Based Feature Selection and Tree-Based Classifiers Ensemble for Intrusion Detection Systems. CSA/CUTE (2015)
Lewis Nkenyereye, Bayu Adhi Tama, Youngho Park, Kyung Hyune Rhee
A Fine-Grained Privacy Preserving Protocol over Attribute Based Access Control for VANETs. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 6 (2) (2015)