Mahardhika Pratama
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
41
Venues
19
Active years
2011–2026
Best venue rank
A*
Where they publish
Papers
41 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ISKE | DINOv3-Driven Wildfire Classification Using Robust Visual Features Learning. | Xianjing Fan, Taoyuan Zhu, Xing Zi, Xian Tao, Mahardhika Pratama, Catarina Moreira, Haiyan Lu, Mukesh Prasad |
| 2026 | ISKE | ConCrackNet: CLIP-Driven Pseudo-Label Domain Adaptation for Concrete Crack Classification. | Taoyuan Zhu, Xing Zi, Ali Braytee, Xian Tao, Jun Li, Mahardhika Pratama, Catarina Pinto Moreira, Mukesh Prasad |
| 2025 | ICCV | PROL: Rehearsal Free Continual Learning in Streaming Data via Prompt Online Learning. | M. Anwar Ma'sum, Mahardhika Pratama, Savitha Ramasamy, Lin Liu, Habibullah Habibullah, Ryszard Kowalczyk |
| 2025 | ICLR | Federated Few-Shot Class-Incremental Learning. | Muhammad Anwar Ma'sum, Mahardhika Pratama, Lin Liu, Habibullah, Ryszard Kowalczyk |
| 2025 | ICLR | Vision and Language Synergy for Rehearsal Free Continual Learning. | Muhammad Anwar Ma'sum, Mahardhika Pratama, Savitha Ramasamy, Lin Liu, Habibullah, Ryszard Kowalczyk |
| 2024 | CIKM | PIP: Prototypes-Injected Prompt for Federated Class Incremental Learning. | Muhammad Anwar Ma'sum, Mahardhika Pratama, Savitha Ramasamy, Lin Liu, Habibullah Habibullah, Ryszard Kowalczyk |
| 2024 | ICDE | Towards Cross-Domain Continual Learning. | Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Haoyan Chua, Edward Kien Yee Yapp |
| 2024 | IJCNN | Graph Mining under Data scarcity. | Appan Rakaraddi, Siew-Kei Lam, Mahardhika Pratama, Marcus de Carvalho |
| 2023 | IJCNN | Enhancing Wind Power Forecast Precision via Multi-head Attention Transformer: An Investigation on Single-step and Multi-step Forecasting. | Md. Rasel Sarkar, Sreenatha G. Anavatti, Tanmoy Dam, Mahardhika Pratama, Berlian Al Kindhi |
| 2022 | CIKM | Reinforced Continual Learning for Graphs. | Appan Rakaraddi, Siew-Kei Lam, Mahardhika Pratama, Marcus de Carvalho |
| 2022 | ICIP | Latent Preserving Generative Adversarial Network for Imbalance Classification. | Tanmoy Dam, Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein A. Abbass |
| 2021 | IJCNN | Autonomous Deep Quality Monitoring in Streaming Environments. | Andri Ashfahani, Mahardhika Pratama, Edwin Lughofer, Edward Kien Yee Yapp |
| 2021 | ICRA | Deep Neuromorphic Controller with Dynamic Topology for Aerial Robots. | Basaran Bahadir Kocer, Mohamad Abdul Hady, Harikumar Kandath, Mahardhika Pratama, Mirko Kovac |
| 2020 | AAAI | A Skip-Connected Evolving Recurrent Neural Network for Data Stream Classification under Label Latency Scenario. | Monidipa Das, Mahardhika Pratama, Jie Zhang, Yew-Soon Ong |
| 2020 | IJCNN | A Dual Network Solution (DNS) for Lag-Free Time Series Forecasting. | Subhrajit Samanta, Mahardhika Pratama, Suresh Sundaram, Narasimalu Srikanth |
| 2020 | KDD | A Self-Evolving Mutually-Operative Recurrent Network-based Model for Online Tool Condition Monitoring in Delay Scenario. | Monidipa Das, Mahardhika Pratama, Tegoeh Tjahjowidodo |
| 2019 | AAAI | Deep Transformation Method for Discriminant Analysis of Multi-Channel Resting State fMRI. | Abhay M. S. Aradhya, Aditya Joglekar, Suresh Sundaram, Mahardhika Pratama |
| 2019 | CIKM | ATL: Autonomous Knowledge Transfer from Many Streaming Processes. | Mahardhika Pratama, Marcus de Carvalho, Renchunzi Xie, Edwin Lughofer, Jie Lu |
| 2019 | CIKM | Automatic Construction of Multi-layer Perceptron Network from Streaming Examples. | Mahardhika Pratama, Choiru Za'in, Andri Ashfahani, Yew-Soon Ong, Weiping Ding |
| 2019 | ICDM | MUSE-RNN: A Multilayer Self-Evolving Recurrent Neural Network for Data Stream Classification. | Monidipa Das, Mahardhika Pratama, Septiviana Savitri, Jie Zhang |
| 2019 | ICMLA | Wireless Indoor Positioning Using Online Machine Learning. | Sheng Huang, Andri Ashfahani, Mahardhika Pratama |
| 2019 | IJCNN | FERNN: A Fast and Evolving Recurrent Neural Network Model for Streaming Data Classification. | Monidipa Das, Mahardhika Pratama, Andri Ashfahani, Subhrajit Samanta |
| 2019 | IJCNN | RIT2FIS: A Recurrent Interval Type 2 Fuzzy Inference System and its Rule Base Estimation. | Subhrajit Samanta, Andre Hartanto, Mahardhika Pratama, Suresh Sundaram, Narasimalu Srikanth |
| 2019 | IROS | Aerial Robot Control in Close Proximity to Ceiling: A Force Estimation-based Nonlinear MPC. | Basaran Bahadir Kocer, Mehmet Efe Tiryaki, Mahardhika Pratama, Tegoeh Tjahjowidodo, Gerald Gim Lee Seet |
| 2019 | SDM | Autonomous Deep Learning: Continual Learning Approach for Dynamic Environments. | Andri Ashfahani, Mahardhika Pratama |
| 2018 | ICARCV | The Study on Indoor Localization for Manufacturing Execution System. | Sheng Huang, Sudeep Mohanty, Andri Ashfahani, Mahardhika Pratama |
| 2018 | ICARCV | Similarity Measures in Development of an Indoor Localization System. | Sheng Huang, Syed Shoaib, Andri Ashfahani, Mahardhika Pratama |
| 2018 | SMC | A Generic Self-Evolving Neuro-Fuzzy Controller Based High-Performance Hexacopter Altitude Control System. | Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Matthew Garratt |
| 2018 | SMC | Big Data Analytic Based on Scalable PANFIS for RFID Localization. | Choiru Za'in, Mahardhika Pratama, Andri Ashfahani, Eric Pardede, Sheng Huang |
| 2017 | ICONIP | Robust Facial Alignment for Face Recognition. | Kuang-Pen Chou, Dong-Lin Li, Mukesh Prasad, Mahardhika Pratama, Sheng-Yao Su, Haiyan Lu, Chin-Teng Lin, Wen-Chieh Lin |
| 2017 | IJCNN | A randomized neural network for data streams. | Mahardhika Pratama, Plamen P. Angelov, Jie Lu, Edwin Lughofer, Manjeevan Seera, Chee Peng Lim |
| 2016 | ICARCV | A hybrid algorithm for efficient path planning of autonomous ground vehicles. | Sreenatha G. Anavatti, Sumana Biswas, Jedd T. Colvin, Mahardhika Pratama |
| 2016 | ICARCV | Simultaneous replanning with vectorized particle swarm optimization algorithm. | Sumana Biswas, Sreenatha G. Anavatti, Matthew A. Garratt, Mahardhika Pratama |
| 2016 | IJCNN | Evolving type-2 recurrent fuzzy neural network. | Mahardhika Pratama, Edwin Lughofer, Meng Joo Er, J. Wenny Rahayu, Tharam S. Dillon |
| 2016 | IJCNN | A novel online real-time classifier for multi-label data streams. | Rajasekar Venkatesan, Meng Joo Er, Shiqian Wu, Mahardhika Pratama |
| 2016 | IJCNN | Sentiment classification using Comprehensive Attention Recurrent models. | Yong Zhang, Meng Joo Er, Rajasekar Venkatesan, Ning Wang, Mahardhika Pratama |
| 2016 | IECON | Extractive document summarization based on convolutional neural networks. | Yong Zhang, Meng Joo Er, Mahardhika Pratama |
| 2016 | ISNN | User-Level Twitter Sentiment Analysis with a Hybrid Approach. | Meng Joo Er, Fan Liu, Ning Wang, Yong Zhang, Mahardhika Pratama |
| 2015 | SMC | A Novel Meta-Cognitive Extreme Learning Machine to Learning from Data Streams. | Mahardhika Pratama, Jie Lu, Guangquan Zhang |
| 2013 | ICMLA | Generalized Flexible Fuzzy Inference Systems. | Edwin Lughofer, Carlos Cernuda, Mahardhika Pratama |
| 2011 | ISNN | Genetic Dynamic Fuzzy Neural Network (GDFNN) for Nonlinear System Identification. | Mahardhika Pratama, Meng Joo Er, Xiang Li, Linn San, J. O. Richard, Lain-Yin Zhai, Amin Jahromi Torabi, Imam Arifin |