Mahardhika Pratama

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 178

Top Venues

CoRR

Inf. Sci.

IEEE Trans. Fuzzy Syst.

IJCNN

University of New South Wales, Canberra, Australia (PHD)

Education History

University of New South Wales, Canberra, Australia

PHD

Publications

Muhammad Anwar Ma'sum, Md. Rasel Sarkar, Mahardhika Pratama, Savitha Ramasamy, Sreenatha G. Anavatti, Lin Liu, Habibullah Habibullah, Ryszard Kowalczyk
Dynamic Long-Term Time-Series Forecasting via Meta Transformer Networks. IEEE Trans. Artif. Intell. 5 (8) (2024)
Weiping Ding, Mohamed Abdel-Basset, Hossam Hawash, Mahardhika Pratama, Witold Pedrycz
Generalizable Segmentation of COVID-19 Infection From Multi-Site Tomography Scans: A Federated Learning Framework. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Md. Rasel Sarkar, Sreenatha G. Anavatti, Tanmoy Dam, Md Meftahul Ferdaus, Murat Tahtali, Savitha Ramasamy, Mahardhika Pratama
GATE: A guided approach for time series ensemble forecasting. Expert Syst. Appl. 235 (2024)
Naeem Paeedeh, Mahardhika Pratama, Sunu Wibirama, Wolfgang Mayer, Zehong Cao, Ryszard Kowalczyk
Few-Shot Class Incremental Learning via Robust Transformer Approach. CoRR (2024)
Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Haoyan Chua, Edward Kien Yee Yapp
Towards Cross-Domain Continual Learning. ICDE (2024)
Naeem Paeedeh, Mahardhika Pratama, Sunu Wibirama, Wolfgang Mayer, Zehong Cao, Ryszard Kowalczyk
Few-shot class incremental learning via robust transformer approach. Inf. Sci. 675 (2024)
Appan Rakaraddi, Siew-Kei Lam, Mahardhika Pratama, Marcus de Carvalho
Graph Mining under Data scarcity. CoRR (2024)
Naeem Paeedeh, Mahardhika Pratama, Muhammad Anwar Ma'sum, Wolfgang Mayer, Zehong Cao, Ryszard Kowalczyk
Cross-domain few-shot learning via adaptive transformer networks. Knowl. Based Syst. 288 (2024)
Muhammad Anwar Ma'sum, Mahardhika Pratama, Savitha Ramasamy, Lin Liu, Habibullah Habibullah, Ryszard Kowalczyk
PIP: Prototypes-Injected Prompt for Federated Class Incremental Learning. CoRR (2024)
Muhammad Tanzil Furqon, Mahardhika Pratama, Lin Liu, Habibullah, Kutluyil Dogancay
Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions. CoRR (2024)
Weiwei Weng, Mahardhika Pratama, Jie Zhang, Chen Chen, Edward Kien Yee Yapp, Savitha Ramasamy
Cross-Domain Continual Learning via CLAMP. CoRR (2024)
Muhammad Anwar Ma'sum, Md. Rasel Sarkar, Mahardhika Pratama, Savitha Ramasamy, Sreenatha G. Anavatti, Lin Liu, Habibullah, Ryszard Kowalczyk
Dynamic Long-Term Time-Series Forecasting via Meta Transformer Networks. CoRR (2024)
Weiwei Weng, Mahardhika Pratama, Jie Zhang, Chen Chen, Edward Kien Yee Yapp, Ramasamy Savitha
Cross-domain continual learning via CLAMP. Inf. Sci. 676 (2024)
Naeem Paeedeh, Mahardhika Pratama, Muhammad Anwar Ma'sum, Wolfgang Mayer, Zehong Cao, Ryszard Kowlczyk
Cross-Domain Few-Shot Learning via Adaptive Transformer Networks. CoRR (2024)
Muhammad Anwar Ma'sum, Mahardhika Pratama, Ramasamy Savitha, Lin Liu, Habibullah, Ryszard Kowalczyk
Unsupervised Few-Shot Continual Learning for Remote Sensing Image Scene Classification. CoRR (2024)
Muhammad Furqon, Mahardhika Pratama, Lin Liu, Habibullah Habibullah, Kutluyil Dogancay
Mixup domain adaptations for dynamic remaining useful life predictions. Knowl. Based Syst. 295 (2024)
Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Haoyan Chua, Edward Kien Yee Yapp
Towards Cross-Domain Continual Learning. CoRR (2024)
Md. Rasel Sarkar, Sreenatha G. Anavatti, Tanmoy Dam, Mahardhika Pratama, Berlian Al Kindhi
Enhancing Wind Power Forecast Precision via Multi-head Attention Transformer: An Investigation on Single-step and Multi-step Forecasting. CoRR (2023)
Edwin Lughofer, Mahardhika Pratama
Evolving multi-user fuzzy classifier system with advanced explainability and interpretability aspects. Inf. Fusion 91 (2023)
Md. Rasel Sarkar, Sreenatha G. Anavatti, Tanmoy Dam, Mahardhika Pratama, Berlian Al Kindhi
Enhancing Wind Power Forecast Precision via Multi-head Attention Transformer: An Investigation on Single-step and Multi-step Forecasting. IJCNN (2023)
Andri Ashfahani, Mahardhika Pratama
Unsupervised Continual Learning in Streaming Environments. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (2023)
Weiwei Weng, Mahardhika Pratama, Choiru Za'in, Marcus de Carvalho, Appan Rakaraddi, Andri Ashfahani, Edward Kien Yee Yapp
Autonomous Cross Domain Adaptation Under Extreme Label Scarcity. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Muhammad Anwar Ma'sum, Mahardhika Pratama, Edwin Lughofer, Weiping Ding, Wisnu Jatmiko
Assessor-Guided Learning for Continual Environments. CoRR (2023)
Muhammad Anwar Ma'sum, Mahardhika Pratama, Lin Liu, Edwin Lughofer, Habibullah, Ryszard Kowalczyk
Few-Shot Continual Learning via Flat-to-Wide Approaches. CoRR (2023)
Muhammad Anwar Ma'sum, Mahardhika Pratama, Edwin Lughofer, Weiping Ding, Wisnu Jatmiko
Assessor-guided learning for continual environments. Inf. Sci. 640 (2023)
Tanmoy Dam, Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein A. Abbass
Latent Preserving Generative Adversarial Network for Imbalance Classification. ICIP (2022)
Abhay M. S. Aradhya, Gaurav Sharma, Mahardhika Pratama, Suresh Sundaram
Adaptive Latent Transformation (ALT) for classification of resting state - fMRI. SSCI (2022)
Tanmoy Dam, Mahardhika Pratama, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Hussein A. Abbass
Scalable Adversarial Online Continual Learning. ECML/PKDD (3) (2022)
Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Yajuan San
Class-Incremental Learning via Knowledge Amalgamation. CoRR (2022)
Appan Rakaraddi, Siew-Kei Lam, Mahardhika Pratama, Marcus de Carvalho
Reinforced Continual Learning for Graphs. CIKM (2022)
Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Yajuan Sun
Class-Incremental Learning via Knowledge Amalgamation. ECML/PKDD (3) (2022)
Edwin Lughofer, Mahardhika Pratama
Online sequential ensembling of predictive fuzzy systems. Evol. Syst. 13 (2) (2022)
Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Edward Kien Yee Yapp
ACDC: Online unsupervised cross-domain adaptation. Knowl. Based Syst. 253 (2022)
Naufal Muhammad Hirzi, Muhammad Anwar Ma'sum, Mahardhika Pratama, Wisnu Jatmiko
Large-scale 3D Point Cloud Semantic Segmentation with 3D U-Net ASPP Sparse CNN. IWBIS (2022)
Tanmoy Dam, Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein A. Abbass
Latent Preserving Generative Adversarial Network for Imbalance classification. CoRR (2022)
Mahardhika Pratama, Edwin Lughofer, Plamen P. Angelov
Editorial: Special issue on recent progress in autonomous machine learning. Inf. Sci. 595 (2022)
Weiwei Weng, Mahardhika Pratama, Choiru Za'in, Marcus de Carvalho, Appan Rakaraddi, Andri Ashfahani, Edward Kien Yee Yapp
Autonomous Cross Domain Adaptation under Extreme Label Scarcity. CoRR (2022)
Tanmoy Dam, Mahardhika Pratama, M. D. Meftahul Ferdaus, Sreenatha Anavatti, Hussein Abbas
Scalable Adversarial Online Continual Learning. CoRR (2022)
Renchunzi Xie, Mahardhika Pratama
Automatic online multi-source domain adaptation. Inf. Sci. 582 (2022)
Abhay M. S. Aradhya, Andri Ashfahani, Fienny Angelina, Mahardhika Pratama, Rodrigo Fernandes de Mello, Suresh Sundaram
Autonomous CNN (AutoCNN): A data-driven approach to network architecture determination. Inf. Sci. 607 (2022)
Appan Rakaraddi, Siew Kei Lam, Mahardhika Pratama, Marcus de Carvalho
Reinforced Continual Learning for Graphs. CoRR (2022)
Andri Ashfahani, Mahardhika Pratama, Edwin Lughofer, Edward Kien Yee Yapp
Autonomous Deep Quality Monitoring in Streaming Environments. IJCNN (2021)
Appan Rakaraddi, Mahardhika Pratama
Unsupervised Learning for Identifying High Eigenvector Centrality Nodes: A Graph Neural Network Approach. CoRR (2021)
Subhrajit Samanta, Mahardhika Pratama, Suresh Sundaram
Bayesian Neuro-Fuzzy Inference System for Temporal Dependence Estimation. IEEE Trans. Fuzzy Syst. 29 (9) (2021)
William Gates, Grafika Jati, P. Riskyana Dewi Intan, Mahardhika Pratama, Wisnu Jatmiko
A Modest System of Feature-based Stereo Visual Odometry. IWBIS (2021)
Andri Ashfahani, Mahardhika Pratama
Unsupervised Continual Learning in Streaming Environments. CoRR (2021)
Andri Ashfahani, Mahardhika Pratama, Edwin Lughofer, Edward Kien Yee Yapp
Autonomous Deep Quality Monitoring in Streaming Environments. CoRR (2021)
Renchunzi Xie, Mahardhika Pratama
Automatic Online Multi-Source Domain Adaptation. CoRR (2021)
Ahmad Jobran Al-Mahasneh, Sreenatha G. Anavatti, Matthew A. Garratt, Mahardhika Pratama
Stable Adaptive Controller Based on Generalized Regression Neural Networks and Sliding Mode Control for a Class of Nonlinear Time-Varying Systems. IEEE Trans. Syst. Man Cybern. Syst. 51 (4) (2021)
Edwin Lughofer, Mahardhika Pratama, Igor Skrjanc
Online bagging of evolving fuzzy systems. Inf. Sci. 570 (2021)
Mahardhika Pratama, Andri Ashfahani, Edwin Lughofer
Unsupervised Continual Learning via Self-adaptive Deep Clustering Approach. CSSL (2021)
Murtadha Talib AL-Sharuee, Fei Liu, Mahardhika Pratama
Sentiment analysis: dynamic and temporal clustering of product reviews. Appl. Intell. 51 (1) (2021)
Mahardhika Pratama, Choiru Za'in, Edwin Lughofer, Eric Pardede, Dwi A. P. Rahayu
Scalable teacher forcing network for semi-supervised large scale data streams. Inf. Sci. 576 (2021)
Mahardhika Pratama, Andri Ashfahani, Edwin Lughofer
Unsupervised Continual Learning via Self-Adaptive Deep Clustering Approach. CoRR (2021)
Qing Cai, Sameer Alam, Mahardhika Pratama, Jiming Liu
Robustness Evaluation of Multipartite Complex Networks Based on Percolation Theory. IEEE Trans. Syst. Man Cybern. Syst. 51 (10) (2021)
Fubing Mao, Weiwei Weng, Mahardhika Pratama, Edward Kien Yee Yapp
Continual learning via inter-task synaptic mapping. Knowl. Based Syst. 222 (2021)
Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Edward Kien Yee Yapp
ACDC: Online Unsupervised Cross-Domain Adaptation. CoRR (2021)
Weiwei Weng, Mahardhika Pratama, Andri Ashfahani, Edward Kien Yee Yapp
Online Semisupervised Learning Approach for Quality Monitoring of Complex Manufacturing Process. Complex. 2021 (2021)
Fubing Mao, Weiwei Weng, Mahardhika Pratama, Edward Kien Yee Yapp
Continual Learning via Inter-Task Synaptic Mapping. CoRR (2021)
Basaran Bahadir Kocer, Mohamad Abdul Hady, Harikumar Kandath, Mahardhika Pratama, Mirko Kovac
Deep Neuromorphic Controller with Dynamic Topology for Aerial Robots. ICRA (2021)
Appan Rakaraddi, Mahardhika Pratama
Unsupervised Learning for Identifying High Eigenvector Centrality Nodes: A Graph Neural Network Approach. IEEE BigData (2021)
Achmad F. Abka, Mahardhika Pratama, Wisnu Jatmiko
Cross-Lingual Summarization: English - Bahasa Indonesia. IWBIS (2021)
Mahardhika Pratama, Choiru Za'in, Edwin Lughofer, Eric Pardede, Dwi A. P. Rahayu
Scalable Teacher Forcing Network for Semi-Supervised Large Scale Data Streams. CoRR (2021)
Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Matthew A. Garratt, Yongping Pan
Generic Evolving Self-Organizing Neuro-Fuzzy Control of Bio-Inspired Unmanned Aerial Vehicles. IEEE Trans. Fuzzy Syst. 28 (8) (2020)
Qing Cai, Mahardhika Pratama, Sameer Alam, Chunyao Ma, Jiming Liu
Breakup of Directed Multipartite Networks. IEEE Trans. Netw. Sci. Eng. 7 (3) (2020)
Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Matthew A. Garratt, Edwin Lughofer
PAC: A novel self-adaptive neuro-fuzzy controller for micro aerial vehicles. Inf. Sci. 512 (2020)
Khairul Anam, Saiful Bukhori, Faruq Sandi Hanggara, Mahardhika Pratama
Subject-independent Classification on Brain-Computer Interface using Autonomous Deep Learning for finger movement recognition. EMBC (2020)
Mahardhika Pratama, Eric Dimla, Tegoeh Tjahjowidodo, Witold Pedrycz, Edwin Lughofer
Online Tool Condition Monitoring Based on Parsimonious Ensemble+. IEEE Trans. Cybern. 50 (2) (2020)
Subhrajit Samanta, Mahardhika Pratama, Suresh Sundaram, Narasimalu Srikanth
Learning elastic memory online for fast time series forecasting. Neurocomputing 390 (2020)
Md Meftahul Ferdaus, Sreenatha G. Anavatti, Mahardhika Pratama, Matthew A. Garratt
Towards the use of fuzzy logic systems in rotary wing unmanned aerial vehicle: a review. Artif. Intell. Rev. 53 (1) (2020)
Choiru Za'in, Andri Ashfahani, Mahardhika Pratama, Edwin Lughofer, Eric Pardede
Scalable Teacher-Forcing Networks under Spark Environments for Large-Scale Streaming Problems. EAIS (2020)
Qing Cai, Sameer Alam, Mahardhika Pratama, Zhen Wang
Percolation Theories for Multipartite Networked Systems under Random Failures. Complex. 2020 (2020)
Monidipa Das, Mahardhika Pratama, Tegoeh Tjahjowidodo
A Self-Evolving Mutually-Operative Recurrent Network-based Model for Online Tool Condition Monitoring in Delay Scenario. KDD (2020)
Kurnianingsih, Lukito Edi Nugroho, Widyawan, Lutfan Lazuardi, Anton Satria Prabuwono, Mahardhika Pratama
Anomaly detection for elderly home care. Int. J. Bus. Intell. Data Min. 16 (4) (2020)
Abhay M. S. Aradhya, Suresh Sundaram, Mahardhika Pratama
Metaheuristic Spatial Transformation (MST) for accurate detection of Attention Deficit Hyperactivity Disorder (ADHD) using rs-fMRI. EMBC (2020)
Monidipa Das, Mahardhika Pratama, Soumya K. Ghosh
SARDINE: A Self-Adaptive Recurrent Deep Incremental Network Model for Spatio-Temporal Prediction of Remote Sensing Data. ACM Trans. Spatial Algorithms Syst. 6 (3) (2020)
Edwin Lughofer, Alexandru-Ciprian Zavoianu, Robert Pollak, Mahardhika Pratama, Pauline Meyer-Heye, Helmut Zörrer, Christian Eitzinger, Thomas Radauer
On-line anomaly detection with advanced independent component analysis of multi-variate residual signals from causal relation networks. Inf. Sci. 537 (2020)
Monidipa Das, Mahardhika Pratama, Jie Zhang, Yew-Soon Ong
A Skip-Connected Evolving Recurrent Neural Network for Data Stream Classification under Label Latency Scenario. AAAI (2020)
Andri Ashfahani, Mahardhika Pratama, Edwin Lughofer, Yew-Soon Ong
DEVDAN: Deep evolving denoising autoencoder. Neurocomputing 390 (2020)
Mahardhika Pratama, Witold Pedrycz, Geoffrey I. Webb
An Incremental Construction of Deep Neuro Fuzzy System for Continual Learning of Nonstationary Data Streams. IEEE Trans. Fuzzy Syst. 28 (7) (2020)
Edwin Lughofer, Mahardhika Pratama
Online Sequential Ensembling of Fuzzy Systems. EAIS (2020)
Subhrajit Samanta, Mahardhika Pratama, Suresh Sundaram, Narasimalu Srikanth
A Dual Network Solution (DNS) for Lag-Free Time Series Forecasting. IJCNN (2020)
Choiru Za'in, Mahardhika Pratama, Eric Pardede
Evolving large-scale data stream analytics based on scalable PANFIS. Knowl. Based Syst. 166 (2019)
Mahardhika Pratama, Dianhui Wang
Deep stacked stochastic configuration networks for lifelong learning of non-stationary data streams. Inf. Sci. 495 (2019)
Weiping Ding, Gary G. Yen, Gleb Beliakov, Isaac Triguero, Mahardhika Pratama, Xiangliang Zhang, Hongjun Li
IEEE Access Special Section Editorial: Data Mining and Granular Computing in Big Data and Knowledge Processing. IEEE Access 7 (2019)
Nguyen Anh, Suresh Sundaram, Mahardhika Pratama, Narasimalu Srikanth
Interval prediction of wave energy characteristics using meta-cognitive interval type-2 fuzzy inference system. Knowl. Based Syst. 169 (2019)
Basaran Bahadir Kocer, Mehmet Efe Tiryaki, Mahardhika Pratama, Tegoeh Tjahjowidodo, Gerald Gim Lee Seet
Aerial Robot Control in Close Proximity to Ceiling: A Force Estimation-based Nonlinear MPC. CoRR (2019)
Mahardhika Pratama, Andri Ashfahani, Mohamad Abdul Hady
Weakly Supervised Deep Learning Approach in Streaming Environments. CoRR (2019)
Md Meftahul Ferdaus, Mohamad Abdul Hady, Mahardhika Pratama, Harikumar Kandath, Sreenatha G. Anavatti
RedPAC: A Simple Evolving Neuro-Fuzzy-based Intelligent Control Framework for Quadcopter. FUZZ-IEEE (2019)
Abhay M. S. Aradhya, Aditya Joglekar, Suresh Sundaram, Mahardhika Pratama
Deep Transformation Method for Discriminant Analysis of Multi-Channel Resting State fMRI. AAAI (2019)
Qing Cai, Mahardhika Pratama, Sameer Alam
Interdependency and Vulnerability of Multipartite Networks under Target Node Attacks. Complex. 2019 (2019)
Basaran Bahadir Kocer, Mehmet Efe Tiryaki, Mahardhika Pratama, Tegoeh Tjahjowidodo, Gerald Gim Lee Seet
Aerial Robot Control in Close Proximity to Ceiling: A Force Estimation-based Nonlinear MPC. IROS (2019)
Harikumar Kandath, Mohamad Abdul Hady, Mahardhika Pratama, Bing Feng Ng
Robust Evolving Neuro-Fuzzy Control of a Novel Tilt-rotor Vertical Takeoff and Landing Aircraft. FUZZ-IEEE (2019)
Mahardhika Pratama, Choiru Za'in, Andri Ashfahani, Yew-Soon Ong, Weiping Ding
Automatic Construction of Multi-layer Perceptron Network from Streaming Examples. CIKM (2019)
Mahardhika Pratama, Marcus de Carvalho, Renchunzi Xie, Edwin Lughofer, Jie Lu
ATL: Autonomous Knowledge Transfer from Many Streaming Processes. CIKM (2019)
Subhrajit Samanta, Andre Hartanto, Mahardhika Pratama, Suresh Sundaram, Narasimalu Srikanth
RIT2FIS: A Recurrent Interval Type 2 Fuzzy Inference System and its Rule Base Estimation. IJCNN (2019)
Jiun Fatt Chow, Basaran Bahadir Kocer, John Henawy, Gerald Seet, Zhengguo Li, Wei-Yun Yau, Mahardhika Pratama
Toward Underground Localization: Lidar Inertial Odometry Enabled Aerial Robot Navigation. CoRR (2019)
Mohamad Abdul Hady, Basaran Bahadir Kocer, Harikumar Kandath, Mahardhika Pratama
Real-time UAV Complex Missions Leveraging Self-Adaptive Controller with Elastic Structure. CoRR (2019)
Mahardhika Pratama, Choiru Za'in, Andri Ashfahani, Yew-Soon Ong, Weiping Ding
Automatic Construction of Multi-layer Perceptron Network from Streaming Examples. CoRR (2019)
Andri Ashfahani, Mahardhika Pratama
Autonomous Deep Learning: Continual Learning Approach for Dynamic Environments. SDM (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mahardhika Pratama