Mahardhika Pratama

220 papers A* 8A 6B 19C 7Journal 147Unranked 31

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Advancements in data-driven evolving fuzzy and neuro-fuzzy control: A comprehensive survey. Appl. Soft Comput. Goran Andonovski, Daniel Leite, Radu-Emil Precup, Fernando A. C. Gomide, Mahardhika Pratama, Igor Skrjanc
2026	J	`jnl`	Cross-Domain Few-Shot Learning for Hyperspectral Image Classification Based on Mixup Foundation Model. CoRR Naeem Paeedeh, Mahardhika Pratama, Ary Mazharuddin Shiddiqi, Zehong Cao, Mukesh Prasad, Wisnu Jatmiko
2026	J	`jnl`	Onboard Optimization and Learning: A Survey. IEEE Access Monirul Islam Pavel, Siyi Hu, Mahardhika Pratama, Ryszard Kowalczyk
2025	J	`jnl`	Adaptability in Multi-Agent Reinforcement Learning: A Framework and Unified Review. CoRR Siyi Hu, Mohamad A. Hady, Jianglin Qiao, Jimmy Cao, Mahardhika Pratama, Ryszard Kowalczyk
2025	J	`jnl`	Black-Box Time-Series Domain Adaptation via Cross-Prompt Foundation Models. CoRR Muhammad Tanzil Furqon, Mahardhika Pratama, Igor Skrjanc, Lin Liu, Habibullah Habibullah, Kutluyil Dogancay
2025	J	`jnl`	Continual Knowledge Consolidation LORA for Domain Incremental Learning. CoRR Naeem Paeedeh, Mahardhika Pratama, Weiping Ding, Jimmy Cao, Wolfgang Mayer, Ryszard Kowalczyk
2025	J	`jnl`	Cross-Domain Few-Shot Learning with Coalescent Projections and Latent Space Reservation. CoRR Naeem Paeedeh, Mahardhika Pratama, Wolfgang Mayer, Jimmy Cao, Ryszard Kowlczyk
2025	J	`jnl`	Energy-Efficient adaptive perception for autonomous driving via lightweight policy learning and simulation-based optimization. Knowl. Based Syst. Yanzhan Chen, Fan Yu, Qian Zhang, Mahardhika Pratama
2025	A*	`conf`	Federated Few-Shot Class-Incremental Learning. ICLR Muhammad Anwar Ma'sum, Mahardhika Pratama, Lin Liu, Habibullah, Ryszard Kowalczyk
2025	J	`jnl`	Few-Shot Continual Learning via Flat-to-Wide Approaches. IEEE Trans. Neural Networks Learn. Syst. Muhammad Anwar Ma'sum, Mahardhika Pratama, Edwin Lughofer, Lin Liu, Habibullah, Ryszard Kowalczyk
2025	J	`jnl`	Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning. CoRR M. Anwar Ma'sum, Mahardhika Pratama, Igor Skrjanc
2025	J	`jnl`	Multi-Agent Reinforcement Learning for Autonomous Multi-Satellite Earth Observation: A Realistic Case Study. CoRR Mohamad A. Hady, Siyi Hu, Mahardhika Pratama, Jimmy Cao, Ryszard Kowalczyk
2025	J	`jnl`	Multi-Agent Reinforcement Learning for Heterogeneous Satellite Cluster Resources Optimization. CoRR Mohamad A. Hady, Siyi Hu, Mahardhika Pratama, Zehong Cao, Ryszard Kowalczyk
2025	J	`jnl`	Multi-Agent Reinforcement Learning for Resources Allocation Optimization: A Survey. CoRR Mohamad A. Hady, Siyi Hu, Mahardhika Pratama, Jimmy Cao, Ryszard Kowalczyk
2025	J	`jnl`	Multi-agent reinforcement learning for resources allocation optimization: a survey. Artif. Intell. Rev. Mohamad A. Hady, Siyi Hu, Mahardhika Pratama, Zehong Cao, Ryszard Kowalczyk
2025	J	`jnl`	Onboard Optimization and Learning: A Survey. CoRR Monirul Islam Pavel, Siyi Hu, Mahardhika Pratama, Ryszard Kowalczyk
2025	J	`jnl`	PROL : Rehearsal Free Continual Learning in Streaming Data via Prompt Online Learning. CoRR M. Anwar Ma'sum, Mahardhika Pratama, Savitha Ramasamy, Lin Liu, Habibullah Habibullah, Ryszard Kowalczyk
2025	J	`jnl`	Source-Free Cross-Domain Continual Learning. CoRR Muhammad Tanzil Furqon, Mahardhika Pratama, Igor Skrjanc, Lin Liu, Habibullah Habibullah, Kutluyil Dogancay
2025	J	`jnl`	Time and frequency synergy for source-free time-series domain adaptations. Inf. Sci. Muhammad Tanzil Furqon, Mahardhika Pratama, Ary Mazharuddin Shiddiqi, Lin Liu, Habibullah Habibullah, Kutluyil Dogancay
2025	A*	`conf`	Vision and Language Synergy for Rehearsal Free Continual Learning. ICLR Muhammad Anwar Ma'sum, Mahardhika Pratama, Savitha Ramasamy, Lin Liu, Habibullah, Ryszard Kowalczyk
2024	J	`jnl`	A Survey on Hyperparameters Optimization of Deep Learning for Time Series Classification. IEEE Access Ayuningtyas Hari Fristiana, Syukron Abu Ishaq Alfarozi, Adhistya Erna Permanasari, Mahardhika Pratama, Sunu Wibirama
2024	J	`jnl`	Cross-Domain Continual Learning via CLAMP. CoRR Weiwei Weng, Mahardhika Pratama, Jie Zhang, Chen Chen, Edward Kien Yee Yapp, Savitha Ramasamy
2024	J	`jnl`	Cross-Domain Few-Shot Learning via Adaptive Transformer Networks. CoRR Naeem Paeedeh, Mahardhika Pratama, Muhammad Anwar Ma'sum, Wolfgang Mayer, Zehong Cao, Ryszard Kowalczyk
2024	J	`jnl`	Cross-domain continual learning via CLAMP. Inf. Sci. Weiwei Weng, Mahardhika Pratama, Jie Zhang, Chen Chen, Edward Kien Yee Yapp, Ramasamy Savitha
2024	J	`jnl`	Cross-domain few-shot learning via adaptive transformer networks. Knowl. Based Syst. Naeem Paeedeh, Mahardhika Pratama, Muhammad Anwar Ma'sum, Wolfgang Mayer, Zehong Cao, Ryszard Kowalczyk
2024	J	`jnl`	Dynamic Long-Term Time-Series Forecasting via Meta Transformer Networks. CoRR Muhammad Anwar Ma'sum, Md. Rasel Sarkar, Mahardhika Pratama, Savitha Ramasamy, Sreenatha G. Anavatti, Lin Liu, Habibullah, Ryszard Kowalczyk
2024	J	`jnl`	Dynamic Long-Term Time-Series Forecasting via Meta Transformer Networks. IEEE Trans. Artif. Intell. Muhammad Anwar Ma'sum, Md. Rasel Sarkar, Mahardhika Pratama, Savitha Ramasamy, Sreenatha G. Anavatti, Lin Liu, Habibullah Habibullah, Ryszard Kowalczyk
2024	J	`jnl`	Few-Shot Class Incremental Learning via Robust Transformer Approach. CoRR Naeem Paeedeh, Mahardhika Pratama, Sunu Wibirama, Wolfgang Mayer, Zehong Cao, Ryszard Kowalczyk
2024	J	`jnl`	Few-shot class incremental learning via robust transformer approach. Inf. Sci. Naeem Paeedeh, Mahardhika Pratama, Sunu Wibirama, Wolfgang Mayer, Zehong Cao, Ryszard Kowalczyk
2024	J	`jnl`	GATE: A guided approach for time series ensemble forecasting. Expert Syst. Appl. Md. Rasel Sarkar, Sreenatha G. Anavatti, Tanmoy Dam, Md Meftahul Ferdaus, Murat Tahtali, Savitha Ramasamy, Mahardhika Pratama
2024	J	`jnl`	Generalizable Segmentation of COVID-19 Infection From Multi-Site Tomography Scans: A Federated Learning Framework. IEEE Trans. Emerg. Top. Comput. Intell. Weiping Ding, Mohamed Abdel-Basset, Hossam Hawash, Mahardhika Pratama, Witold Pedrycz
2024	B	`conf`	Graph Mining under Data scarcity. IJCNN Appan Rakaraddi, Siew-Kei Lam, Mahardhika Pratama, Marcus de Carvalho
2024	J	`jnl`	Graph Mining under Data scarcity. CoRR Appan Rakaraddi, Siew-Kei Lam, Mahardhika Pratama, Marcus de Carvalho
2024	J	`jnl`	Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions. CoRR Muhammad Tanzil Furqon, Mahardhika Pratama, Lin Liu, Habibullah, Kutluyil Dogancay
2024	J	`jnl`	Mixup domain adaptations for dynamic remaining useful life predictions. Knowl. Based Syst. Muhammad Tanzil Furqon, Mahardhika Pratama, Lin Liu, Habibullah Habibullah, Kutluyil Dogancay
2024	A	`conf`	PIP: Prototypes-Injected Prompt for Federated Class Incremental Learning. CIKM Muhammad Anwar Ma'sum, Mahardhika Pratama, Savitha Ramasamy, Lin Liu, Habibullah Habibullah, Ryszard Kowalczyk
2024	J	`jnl`	PIP: Prototypes-Injected Prompt for Federated Class Incremental Learning. CoRR Muhammad Anwar Ma'sum, Mahardhika Pratama, Savitha Ramasamy, Lin Liu, Habibullah Habibullah, Ryszard Kowalczyk
2024	J	`jnl`	Time and Frequency Synergy for Source-Free Time-Series Domain Adaptations. CoRR Muhammad Tanzil Furqon, Mahardhika Pratama, Ary Mazharuddin Shiddiqi, Lin Liu, Habibullah Habibullah, Kutluyil Dogancay
2024	A*	`conf`	Towards Cross-Domain Continual Learning. ICDE Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Haoyan Chua, Edward Kien Yee Yapp
2024	J	`jnl`	Towards Cross-Domain Continual Learning. CoRR Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Haoyan Chua, Edward Kien Yee Yapp
2024	J	`jnl`	Unsupervised Few-Shot Continual Learning for Remote Sensing Image Scene Classification. CoRR Muhammad Anwar Ma'sum, Mahardhika Pratama, Ramasamy Savitha, Lin Liu, Habibullah, Ryszard Kowalczyk
2024	J	`jnl`	Unsupervised Few-Shot Continual Learning for Remote Sensing Image Scene Classification. IEEE Trans. Geosci. Remote. Sens. Muhammad Anwar Ma'sum, Mahardhika Pratama, Ramasamy Savitha, Lin Liu, Habibullah, Ryszard Kowalczyk
2023	J	`jnl`	Assessor-Guided Learning for Continual Environments. CoRR Muhammad Anwar Ma'sum, Mahardhika Pratama, Edwin Lughofer, Weiping Ding, Wisnu Jatmiko
2023	J	`jnl`	Assessor-guided learning for continual environments. Inf. Sci. Muhammad Anwar Ma'sum, Mahardhika Pratama, Edwin Lughofer, Weiping Ding, Wisnu Jatmiko
2023	J	`jnl`	Autonomous Cross Domain Adaptation Under Extreme Label Scarcity. IEEE Trans. Neural Networks Learn. Syst. Weiwei Weng, Mahardhika Pratama, Choiru Za'in, Marcus de Carvalho, Appan Rakaraddi, Andri Ashfahani, Edward Kien Yee Yapp
2023	B	`conf`	Enhancing Wind Power Forecast Precision via Multi-head Attention Transformer: An Investigation on Single-step and Multi-step Forecasting. IJCNN Md. Rasel Sarkar, Sreenatha G. Anavatti, Tanmoy Dam, Mahardhika Pratama, Berlian Al Kindhi
2023	J	`jnl`	Enhancing Wind Power Forecast Precision via Multi-head Attention Transformer: An Investigation on Single-step and Multi-step Forecasting. CoRR Md. Rasel Sarkar, Sreenatha G. Anavatti, Tanmoy Dam, Mahardhika Pratama, Berlian Al Kindhi
2023	J	`jnl`	Evolving multi-user fuzzy classifier system with advanced explainability and interpretability aspects. Inf. Fusion Edwin Lughofer, Mahardhika Pratama
2023	J	`jnl`	Few-Shot Continual Learning via Flat-to-Wide Approaches. CoRR Muhammad Anwar Ma'sum, Mahardhika Pratama, Lin Liu, Edwin Lughofer, Habibullah, Ryszard Kowalczyk
2023	J	`jnl`	Unsupervised Continual Learning in Streaming Environments. IEEE Trans. Neural Networks Learn. Syst. Andri Ashfahani, Mahardhika Pratama
2022	J	`jnl`	ACDC: Online unsupervised cross-domain adaptation. Knowl. Based Syst. Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Edward Kien Yee Yapp
2022	—	`conf`	Adaptive Latent Transformation (ALT) for classification of resting state - fMRI. SSCI Abhay M. S. Aradhya, Gaurav Sharma, Mahardhika Pratama, Suresh Sundaram
2022	J	`jnl`	Automatic online multi-source domain adaptation. Inf. Sci. Renchunzi Xie, Mahardhika Pratama
2022	J	`jnl`	Autonomous CNN (AutoCNN): A data-driven approach to network architecture determination. Inf. Sci. Abhay M. S. Aradhya, Andri Ashfahani, Fienny Angelina, Mahardhika Pratama, Rodrigo Fernandes de Mello, Suresh Sundaram
2022	J	`jnl`	Autonomous Cross Domain Adaptation under Extreme Label Scarcity. CoRR Weiwei Weng, Mahardhika Pratama, Choiru Za'in, Marcus de Carvalho, Appan Rakaraddi, Andri Ashfahani, Edward Kien Yee Yapp
2022	—	`conf`	Class-Incremental Learning via Knowledge Amalgamation. ECML/PKDD (3) Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Yajuan Sun
2022	J	`jnl`	Class-Incremental Learning via Knowledge Amalgamation. CoRR Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Yajuan Sun
2022	J	`jnl`	Editorial: Special issue on recent progress in autonomous machine learning. Inf. Sci. Mahardhika Pratama, Edwin Lughofer, Plamen P. Angelov
2022	—	`conf`	Large-scale 3D Point Cloud Semantic Segmentation with 3D U-Net ASPP Sparse CNN. IWBIS Naufal Muhammad Hirzi, Muhammad Anwar Ma'sum, Mahardhika Pratama, Wisnu Jatmiko
2022	B	`conf`	Latent Preserving Generative Adversarial Network for Imbalance Classification. ICIP Tanmoy Dam, Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein A. Abbass
2022	J	`jnl`	Latent Preserving Generative Adversarial Network for Imbalance classification. CoRR Tanmoy Dam, Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein A. Abbass
2022	J	`jnl`	Online sequential ensembling of predictive fuzzy systems. Evol. Syst. Edwin Lughofer, Mahardhika Pratama
2022	A	`conf`	Reinforced Continual Learning for Graphs. CIKM Appan Rakaraddi, Siew-Kei Lam, Mahardhika Pratama, Marcus de Carvalho
2022	J	`jnl`	Reinforced Continual Learning for Graphs. CoRR Appan Rakaraddi, Siew Kei Lam, Mahardhika Pratama, Marcus de Carvalho
2022	—	`conf`	Scalable Adversarial Online Continual Learning. ECML/PKDD (3) Tanmoy Dam, Mahardhika Pratama, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Hussein A. Abbass
2022	J	`jnl`	Scalable Adversarial Online Continual Learning. CoRR Tanmoy Dam, Mahardhika Pratama, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Hussein A. Abbass
2021	—	`conf`	A Modest System of Feature-based Stereo Visual Odometry. IWBIS William Gates, Grafika Jati, P. Riskyana Dewi Intan, Mahardhika Pratama, Wisnu Jatmiko
2021	J	`jnl`	ACDC: Online Unsupervised Cross-Domain Adaptation. CoRR Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Edward Kien Yee Yapp
2021	J	`jnl`	Automatic Online Multi-Source Domain Adaptation. CoRR Renchunzi Xie, Mahardhika Pratama
2021	B	`conf`	Autonomous Deep Quality Monitoring in Streaming Environments. IJCNN Andri Ashfahani, Mahardhika Pratama, Edwin Lughofer, Edward Kien Yee Yapp
2021	J	`jnl`	Autonomous Deep Quality Monitoring in Streaming Environments. CoRR Andri Ashfahani, Mahardhika Pratama, Edwin Lughofer, Edward Kien Yee Yapp
2021	J	`jnl`	Bayesian Neuro-Fuzzy Inference System for Temporal Dependence Estimation. IEEE Trans. Fuzzy Syst. Subhrajit Samanta, Mahardhika Pratama, Suresh Sundaram
2021	J	`jnl`	Continual Learning via Inter-Task Synaptic Mapping. CoRR Fubing Mao, Weiwei Weng, Mahardhika Pratama, Edward Kien Yee Yapp
2021	J	`jnl`	Continual learning via inter-task synaptic mapping. Knowl. Based Syst. Fubing Mao, Weiwei Weng, Mahardhika Pratama, Edward Kien Yee Yapp
2021	—	`conf`	Cross-Lingual Summarization: English - Bahasa Indonesia. IWBIS Achmad Fatchuttamam Abka, Mahardhika Pratama, Wisnu Jatmiko
2021	A*	`conf`	Deep Neuromorphic Controller with Dynamic Topology for Aerial Robots. ICRA Basaran Bahadir Kocer, Mohamad Abdul Hady, Harikumar Kandath, Mahardhika Pratama, Mirko Kovac
2021	J	`jnl`	Online Semisupervised Learning Approach for Quality Monitoring of Complex Manufacturing Process. Complex. Weiwei Weng, Mahardhika Pratama, Andri Ashfahani, Edward Kien Yee Yapp
2021	J	`jnl`	Online bagging of evolving fuzzy systems. Inf. Sci. Edwin Lughofer, Mahardhika Pratama, Igor Skrjanc
2021	J	`jnl`	Robustness Evaluation of Multipartite Complex Networks Based on Percolation Theory. IEEE Trans. Syst. Man Cybern. Syst. Qing Cai, Sameer Alam, Mahardhika Pratama, Jiming Liu
2021	J	`jnl`	Scalable Teacher Forcing Network for Semi-Supervised Large Scale Data Streams. CoRR Mahardhika Pratama, Choiru Za'in, Edwin Lughofer, Eric Pardede, Dwi A. P. Rahayu
2021	J	`jnl`	Scalable teacher forcing network for semi-supervised large scale data streams. Inf. Sci. Mahardhika Pratama, Choiru Za'in, Edwin Lughofer, Eric Pardede, Dwi A. P. Rahayu
2021	J	`jnl`	Sentiment analysis: dynamic and temporal clustering of product reviews. Appl. Intell. Murtadha Talib AL-Sharuee, Fei Liu, Mahardhika Pratama
2021	J	`jnl`	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. Ahmad Jobran Al-Mahasneh, Sreenatha G. Anavatti, Matthew A. Garratt, Mahardhika Pratama
2021	J	`jnl`	Unsupervised Continual Learning in Streaming Environments. CoRR Andri Ashfahani, Mahardhika Pratama
2021	J	`jnl`	Unsupervised Continual Learning via Self-Adaptive Deep Clustering Approach. CoRR Mahardhika Pratama, Andri Ashfahani, Edwin Lughofer
2021	—	`conf`	Unsupervised Continual Learning via Self-adaptive Deep Clustering Approach. CSSL Mahardhika Pratama, Andri Ashfahani, Edwin Lughofer
2021	—	`conf`	Unsupervised Learning for Identifying High Eigenvector Centrality Nodes: A Graph Neural Network Approach. IEEE BigData Appan Rakaraddi, Mahardhika Pratama
2021	J	`jnl`	Unsupervised Learning for Identifying High Eigenvector Centrality Nodes: A Graph Neural Network Approach. CoRR Appan Rakaraddi, Mahardhika Pratama
2020	B	`conf`	A Dual Network Solution (DNS) for Lag-Free Time Series Forecasting. IJCNN Subhrajit Samanta, Mahardhika Pratama, Suresh Sundaram, Narasimalu Srikanth
2020	A*	`conf`	A Self-Evolving Mutually-Operative Recurrent Network-based Model for Online Tool Condition Monitoring in Delay Scenario. KDD Monidipa Das, Mahardhika Pratama, Tegoeh Tjahjowidodo
2020	A*	`conf`	A Skip-Connected Evolving Recurrent Neural Network for Data Stream Classification under Label Latency Scenario. AAAI Monidipa Das, Mahardhika Pratama, Jie Zhang, Yew-Soon Ong
2020	J	`jnl`	An Incremental Construction of Deep Neuro Fuzzy System for Continual Learning of Nonstationary Data Streams. IEEE Trans. Fuzzy Syst. Mahardhika Pratama, Witold Pedrycz, Geoffrey I. Webb
2020	J	`jnl`	Anomaly detection for elderly home care. Int. J. Bus. Intell. Data Min. Kurnianingsih, Lukito Edi Nugroho, Widyawan, Lutfan Lazuardi, Anton Satria Prabuwono, Mahardhika Pratama
2020	J	`jnl`	Breakup of Directed Multipartite Networks. IEEE Trans. Netw. Sci. Eng. Qing Cai, Mahardhika Pratama, Sameer Alam, Chunyao Ma, Jiming Liu
2020	J	`jnl`	DEVDAN: Deep evolving denoising autoencoder. Neurocomputing Andri Ashfahani, Mahardhika Pratama, Edwin Lughofer, Yew-Soon Ong
2020	J	`jnl`	Generic Evolving Self-Organizing Neuro-Fuzzy Control of Bio-Inspired Unmanned Aerial Vehicles. IEEE Trans. Fuzzy Syst. Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Matthew A. Garratt, Yongping Pan
2020	J	`jnl`	Learning elastic memory online for fast time series forecasting. Neurocomputing Subhrajit Samanta, Mahardhika Pratama, Suresh Sundaram, Narasimalu Srikanth
2020	—	`conf`	Metaheuristic Spatial Transformation (MST) for accurate detection of Attention Deficit Hyperactivity Disorder (ADHD) using rs-fMRI. EMBC Abhay M. S. Aradhya, Suresh Sundaram, Mahardhika Pratama
2020	J	`jnl`	On-line anomaly detection with advanced independent component analysis of multi-variate residual signals from causal relation networks. Inf. Sci. Edwin Lughofer, Alexandru-Ciprian Zavoianu, Robert Pollak, Mahardhika Pratama, Pauline Meyer-Heye, Helmut Zörrer, Christian Eitzinger, Thomas Radauer
2020	—	`conf`	Online Sequential Ensembling of Fuzzy Systems. EAIS Edwin Lughofer, Mahardhika Pratama
2020	J	`jnl`	Online Tool Condition Monitoring Based on Parsimonious Ensemble+. IEEE Trans. Cybern. Mahardhika Pratama, Eric Dimla, Tegoeh Tjahjowidodo, Witold Pedrycz, Edwin Lughofer
2020	J	`jnl`	PAC: A novel self-adaptive neuro-fuzzy controller for micro aerial vehicles. Inf. Sci. Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Matthew A. Garratt, Edwin Lughofer
2020	J	`jnl`	Percolation Theories for Multipartite Networked Systems under Random Failures. Complex. Qing Cai, Sameer Alam, Mahardhika Pratama, Zhen Wang
2020	J	`jnl`	SARDINE: A Self-Adaptive Recurrent Deep Incremental Network Model for Spatio-Temporal Prediction of Remote Sensing Data. ACM Trans. Spatial Algorithms Syst. Monidipa Das, Mahardhika Pratama, Soumya K. Ghosh
2020	—	`conf`	Scalable Teacher-Forcing Networks under Spark Environments for Large-Scale Streaming Problems. EAIS Choiru Za'in, Andri Ashfahani, Mahardhika Pratama, Edwin Lughofer, Eric Pardede
2020	—	`conf`	Subject-independent Classification on Brain-Computer Interface using Autonomous Deep Learning for finger movement recognition. EMBC Khairul Anam, Saiful Bukhori, Faruq Sandi Hanggara, Mahardhika Pratama
2020	J	`jnl`	Towards the use of fuzzy logic systems in rotary wing unmanned aerial vehicle: a review. Artif. Intell. Rev. Md Meftahul Ferdaus, Sreenatha G. Anavatti, Mahardhika Pratama, Matthew A. Garratt
2019	J	`jnl`	A novel Spatio-Temporal Fuzzy Inference System (SPATFIS) and its stability analysis. Inf. Sci. Subhrajit Samanta, Mahardhika Pratama, Suresh Sundaram
2019	A	`conf`	ATL: Autonomous Knowledge Transfer from Many Streaming Processes. CIKM Mahardhika Pratama, Marcus de Carvalho, Renchunzi Xie, Edwin Lughofer, Jie Lu
2019	J	`jnl`	ATL: Autonomous Knowledge Transfer from Many Streaming Processes. CoRR Mahardhika Pratama, Marcus de Carvalho, Renchunzi Xie, Edwin Lughofer, Jie Lu
2019	A	`conf`	Aerial Robot Control in Close Proximity to Ceiling: A Force Estimation-based Nonlinear MPC. IROS Basaran Bahadir Kocer, Mehmet Efe Tiryaki, Mahardhika Pratama, Tegoeh Tjahjowidodo, Gerald Gim Lee Seet
2019	J	`jnl`	Aerial Robot Control in Close Proximity to Ceiling: A Force Estimation-based Nonlinear MPC. CoRR Basaran Bahadir Kocer, Mehmet Efe Tiryaki, Mahardhika Pratama, Tegoeh Tjahjowidodo, Gerald Gim Lee Seet
2019	A	`conf`	Automatic Construction of Multi-layer Perceptron Network from Streaming Examples. CIKM Mahardhika Pratama, Choiru Za'in, Andri Ashfahani, Yew-Soon Ong, Weiping Ding
2019	J	`jnl`	Automatic Construction of Multi-layer Perceptron Network from Streaming Examples. CoRR Mahardhika Pratama, Choiru Za'in, Andri Ashfahani, Yew-Soon Ong, Weiping Ding
2019	A	`conf`	Autonomous Deep Learning: Continual Learning Approach for Dynamic Environments. SDM Andri Ashfahani, Mahardhika Pratama
2019	J	`jnl`	DEVDAN: Deep Evolving Denoising Autoencoder. CoRR Andri Ashfahani, Mahardhika Pratama, Edwin Lughofer, Yew-Soon Ong
2019	A*	`conf`	Deep Transformation Method for Discriminant Analysis of Multi-Channel Resting State fMRI. AAAI Abhay M. S. Aradhya, Aditya Joglekar, Suresh Sundaram, Mahardhika Pratama
2019	J	`jnl`	Deep stacked stochastic configuration networks for lifelong learning of non-stationary data streams. Inf. Sci. Mahardhika Pratama, Dianhui Wang
2019	J	`jnl`	Development of C-Means Clustering Based Adaptive Fuzzy Controller for a Flapping Wing Micro Air Vehicle. J. Artif. Intell. Soft Comput. Res. Md Meftahul Ferdaus, Sreenatha G. Anavatti, Matthew A. Garratt, Mahardhika Pratama
2019	J	`jnl`	Evolving large-scale data stream analytics based on scalable PANFIS. Knowl. Based Syst. Choiru Za'in, Mahardhika Pratama, Eric Pardede
2019	B	`conf`	FERNN: A Fast and Evolving Recurrent Neural Network Model for Streaming Data Classification. IJCNN Monidipa Das, Mahardhika Pratama, Andri Ashfahani, Subhrajit Samanta
2019	J	`jnl`	IEEE Access Special Section Editorial: Data Mining and Granular Computing in Big Data and Knowledge Processing. IEEE Access Weiping Ding, Gary G. Yen, Gleb Beliakov, Isaac Triguero, Mahardhika Pratama, Xiangliang Zhang, Hongjun Li
2019	J	`jnl`	Interdependency and Vulnerability of Multipartite Networks under Target Node Attacks. Complex. Qing Cai, Mahardhika Pratama, Sameer Alam
2019	J	`jnl`	Interval prediction of wave energy characteristics using meta-cognitive interval type-2 fuzzy inference system. Knowl. Based Syst. Nguyen Anh, Suresh Sundaram, Mahardhika Pratama, Narasimalu Srikanth
2019	A*	`conf`	MUSE-RNN: A Multilayer Self-Evolving Recurrent Neural Network for Data Stream Classification. ICDM Monidipa Das, Mahardhika Pratama, Septiviana Savitri, Jie Zhang
2019	J	`jnl`	Metacognitive learning approach for online tool condition monitoring. J. Intell. Manuf. Mahardhika Pratama, Eric Dimla, Chow Yin Lai, Edwin Lughofer
2019	J	`jnl`	Online identification of a rotary wing Unmanned Aerial Vehicle from data streams. Appl. Soft Comput. Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Matthew A. Garratt
2019	J	`jnl`	PALM: An Incremental Construction of Hyperplanes for Data Stream Regression. IEEE Trans. Fuzzy Syst. Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Matthew A. Garratt
2019	B	`conf`	RIT2FIS: A Recurrent Interval Type 2 Fuzzy Inference System and its Rule Base Estimation. IJCNN Subhrajit Samanta, Andre Hartanto, Mahardhika Pratama, Suresh Sundaram, Narasimalu Srikanth
2019	J	`jnl`	Real-time UAV Complex Missions Leveraging Self-Adaptive Controller with Elastic Structure. CoRR Mohamad Abdul Hady, Basaran Bahadir Kocer, Harikumar Kandath, Mahardhika Pratama
2019	—	`conf`	Red-FLC: an Adaptive Fuzzy Logic Controller with Reduced Learning Parameters. SSCI Md Meftahul Ferdaus, Sreenatha G. Anavatti, Matthew A. Garratt, Mahardhika Pratama
2019	B	`conf`	RedPAC: A Simple Evolving Neuro-Fuzzy-based Intelligent Control Framework for Quadcopter. FUZZ-IEEE Md Meftahul Ferdaus, Mohamad Abdul Hady, Mahardhika Pratama, Harikumar Kandath, Sreenatha G. Anavatti
2019	B	`conf`	Robust Evolving Neuro-Fuzzy Control of a Novel Tilt-rotor Vertical Takeoff and Landing Aircraft. FUZZ-IEEE Harikumar Kandath, Mohamad Abdul Hady, Mahardhika Pratama, Bing Feng Ng
2019	J	`jnl`	Toward Underground Localization: Lidar Inertial Odometry Enabled Aerial Robot Navigation. CoRR Jiun Fatt Chow, Basaran Bahadir Kocer, John Henawy, Gerald Seet, Zhengguo Li, Wei-Yun Yau, Mahardhika Pratama
2019	—	`conf`	Weakly Supervised Deep Learning Approach in Streaming Environments. IEEE BigData Mahardhika Pratama, Andri Ashfahani, Mohamad Abdul Hady
2019	J	`jnl`	Weakly Supervised Deep Learning Approach in Streaming Environments. CoRR Mahardhika Pratama, Andri Ashfahani, Mohamad Abdul Hady
2019	C	`conf`	Wireless Indoor Positioning Using Online Machine Learning. ICMLA Sheng Huang, Andri Ashfahani, Mahardhika Pratama
2018	B	`conf`	A Generic Self-Evolving Neuro-Fuzzy Controller Based High-Performance Hexacopter Altitude Control System. SMC Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Matthew Garratt
2018	J	`jnl`	A Generic Self-Evolving Neuro-Fuzzy Controller based High-performance Hexacopter Altitude Control System. CoRR Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Matthew A. Garratt
2018	—	`conf`	A Novel Self-Organizing Neuro-Fuzzy based Intelligent Control System for a AR.Drone Quadcopter. SSCI Md Meftahul Ferdaus, Sreenatha G. Anavatti, Mahardhika Pratama, Matthew A. Garratt
2018	J	`jnl`	An Incremental Construction of Deep Neuro Fuzzy System for Continual Learning of Non-stationary Data Streams. CoRR Mahardhika Pratama, Witold Pedrycz, Geoffrey I. Webb
2018	J	`jnl`	An Online RFID Localization in the Manufacturing Shopfloor. CoRR Andri Ashfahani, Mahardhika Pratama, Edwin Lughofer, Qing Cai, Sheng Huang
2018	J	`jnl`	Autonomous Deep Learning: Continual Learning Approach for Dynamic Environments. CoRR Andri Ashfahani, Mahardhika Pratama
2018	J	`jnl`	Autonomous Deep Learning: Incremental Learning of Denoising Autoencoder for Evolving Data Streams. CoRR Mahardhika Pratama, Andri Ashfahani, Yew-Soon Ong, Savitha Ramasamy, Edwin Lughofer
2018	B	`conf`	Big Data Analytic Based on Scalable PANFIS for RFID Localization. SMC Choiru Za'in, Mahardhika Pratama, Andri Ashfahani, Eric Pardede, Sheng Huang
2018	J	`jnl`	Big Data Analytic based on Scalable PANFIS for RFID Localization. CoRR Choiru Za'in, Mahardhika Pratama, Andri Ashfahani, Eric Pardede, Sheng Huang
2018	—	`conf`	Big Data Analytics based on PANFIS MapReduce. INNS Conference on Big Data Choiru Za'in, Mahardhika Pratama, Edwin Lughofer, Md Meftahul Ferdaus, Qing Cai, Mukesh Prasad
2018	J	`jnl`	Deep Stacked Stochastic Configuration Networks for Non-Stationary Data Streams. CoRR Mahardhika Pratama, Dianhui Wang
2018	J	`jnl`	Development of c-means Clustering Based Adaptive Fuzzy Controller for A Flapping Wing Micro Air Vehicle. CoRR Md Meftahul Ferdaus, Sreenatha G. Anavatti, Matthew A. Garratt, Mahardhika Pratama
2018	J	`jnl`	Editorial: Special issue on Advanced Soft Computing for Prognostic Health Management. Appl. Soft Comput. Mahardhika Pratama, Edwin Lughofer, Suresh Sundaram, Moamar Sayed-Mouchaweh, Igor Skrjanc, Fahed Mostafa
2018	J	`jnl`	Evolving Ensemble Fuzzy Classifier. IEEE Trans. Fuzzy Syst. Mahardhika Pratama, Witold Pedrycz, Edwin Lughofer
2018	—	`conf`	Evolving General Regression Neural Networks using Limited Incremental Evolution for Data-Driven Modeling of Non-linear Dynamic Systems. SSCI Ahmad Jobran Al-Mahasneh, Sreenatha G. Anavatti, Matthew A. Garratt, Mahardhika Pratama
2018	J	`jnl`	Evolving Large-Scale Data Stream Analytics based on Scalable PANFIS. CoRR Mahardhika Pratama, Choiru Za'in, Eric Pardede
2018	—	`conf`	Evolving time-series based prediction models for quality criteria in a multi-stage production process. EAIS Edwin Lughofer, Robert Pollak, Pauline Meyer-Heye, Helmut Zörrer, Christian Eitzinger, Jasmin Lehner, Thomas Radauer, Mahardhika Pratama
2018	J	`jnl`	Generic Evolving Self-Organizing Neuro-Fuzzy Control of Bio-inspired Unmanned Aerial Vehicles. CoRR Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Matthew A. Garratt, Yongping Pan
2018	—	`ed.`	INNS Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018 INNS Conference on Big Data Seiichi Ozawa, Ah-Hwee Tan, Plamen P. Angelov, Asim Roy, Mahardhika Pratama
2018	—	`conf`	Improving shallow neural network by compressing deep neural network. SSCI Marcus de Carvalho, Mahardhika Pratama
2018	J	`jnl`	Incremental Rule Splitting in Generalized Evolving Fuzzy Systems for Autonomous Drift Compensation. IEEE Trans. Fuzzy Syst. Edwin Lughofer, Mahardhika Pratama, Igor Skrjanc
2018	J	`jnl`	Online Active Learning in Data Stream Regression Using Uncertainty Sampling Based on Evolving Generalized Fuzzy Models. IEEE Trans. Fuzzy Syst. Edwin Lughofer, Mahardhika Pratama
2018	—	`conf`	Online video streaming for human tracking based on weighted resampling particle filter. INNS Conference on Big Data Mukesh Prasad, Liang-Cheng Chang, Deepak Gupta, Mahardhika Pratama, Suresh Sundaram, Chin-Teng Lin
2018	J	`jnl`	PAC: A Novel Self-Adaptive Neuro-Fuzzy Controller for Micro Aerial Vehicles. CoRR Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Matthew A. Garratt, Edwin Lughofer
2018	J	`jnl`	PALM: An Incremental Construction of Hyperplanes for Data Stream Regression. CoRR Mahardhika Pratama, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Matthew A. Garratt
2018	J	`jnl`	Parsimonious Network based on Fuzzy Inference System (PANFIS) for Time Series Feature Prediction of Low Speed Slew Bearing Prognosis. CoRR Wahyu Caesarendra, Mahardhika Pratama, Tegoeh Tjahjowidodo, Kiet Tieu, Buyung Kosasih
2018	J	`jnl`	Parsimonious random vector functional link network for data streams. Inf. Sci. Mahardhika Pratama, Plamen P. Angelov, Edwin Lughofer, Meng Joo Er
2018	J	`jnl`	Self-adaptive evolving forecast models with incremental PLS space updating for on-line prediction of micro-fluidic chip quality. Eng. Appl. Artif. Intell. Edwin Lughofer, Robert Pollak, Alexandru-Ciprian Zavoianu, Mahardhika Pratama, Pauline Meyer-Heye, Helmut Zörrer, Christian Eitzinger, Julia Haim, Thomas Radauer
2018	J	`jnl`	Sentiment analysis: An automatic contextual analysis and ensemble clustering approach and comparison. Data Knowl. Eng. Murtadha Talib AL-Sharuee, Fei Liu, Mahardhika Pratama
2018	C	`conf`	Similarity Measures in Development of an Indoor Localization System. ICARCV Sheng Huang, Syed Shoaib, Andri Ashfahani, Mahardhika Pratama
2018	C	`conf`	The Study on Indoor Localization for Manufacturing Execution System. ICARCV Sheng Huang, Sudeep Mohanty, Andri Ashfahani, Mahardhika Pratama
2018	J	`jnl`	UAV Control in Close Proximities - Ceiling Effect on Battery Lifetime. CoRR Basaran Bahadir Kocer, Volkan Kumtepeli, Tegoeh Tjahjowidodo, Mahardhika Pratama, Anshuman Tripathi, Gerald Seet Gim Lee, Youyi Wang
2017	J	`jnl`	A novel online multi-label classifier for high-speed streaming data applications. Evol. Syst. Rajasekar Venkatesan, Meng Joo Er, Mihika Dave, Mahardhika Pratama, Shiqian Wu
2017	B	`conf`	A randomized neural network for data streams. IJCNN Mahardhika Pratama, Plamen P. Angelov, Jie Lu, Edwin Lughofer, Manjeevan Seera, Chee Peng Lim
2017	J	`jnl`	An Automatic Contextual Analysis and Clustering Classifiers Ensemble approach to Sentiment Analysis. CoRR Murtadha Talib AL-Sharuee, Fei Liu, Mahardhika Pratama
2017	J	`jnl`	An Incremental Learning of Concept Drifts Using Evolving Type-2 Recurrent Fuzzy Neural Networks. IEEE Trans. Fuzzy Syst. Mahardhika Pratama, Jie Lu, Edwin Lughofer, Guangquan Zhang, Meng Joo Er
2017	J	`jnl`	An Incremental Type-2 Meta-Cognitive Extreme Learning Machine. IEEE Trans. Cybern. Mahardhika Pratama, Guangquan Zhang, Meng Joo Er, Sreenatha G. Anavatti
2017	J	`jnl`	Data driven modelling based on Recurrent Interval-Valued Metacognitive Scaffolding Fuzzy Neural Network. Neurocomputing Mahardhika Pratama, Edwin Lughofer, Meng Joo Er, Sreenatha G. Anavatti, Chee Peng Lim
2017	J	`jnl`	Evolving Ensemble Fuzzy Classifier. CoRR Mahardhika Pratama, Witold Pedrycz, Edwin Lughofer
2017	—	`conf`	Evolving neuro-fuzzy system based online identification of a bio-inspired flapping wing micro aerial vehicle. SSCI Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Matthew A. Garratt
2017	J	`jnl`	Evolving type-2 web news mining. Appl. Soft Comput. Choiru Za'in, Mahardhika Pratama, Edwin Lughofer, Sreenatha G. Anavatti
2017	—	`conf`	Fuzzy clustering based modelling and adaptive controlling of a flapping wing micro air vehicle. SSCI Md Meftahul Ferdaus, Sreenatha G. Anavatti, Matthew A. Garratt, Mahardhika Pratama
2017	—	`conf`	Fuzzy clustering based nonlinear system identification and controller development of Pixhawk based quadcopter. ICACI Md Meftahul Ferdaus, Sreenatha G. Anavatti, Matthew A. Garratt, Mahardhika Pratama
2017	—	`conf`	Fuzzy logic hybrid model with semantic filtering approach for pseudo relevance feedback-based query expansion. SSCI Jagendra Singh, Mukesh Prasad, Yousef-Awwad Daraghmi, Prayag Tiwari, Pranay Yadav, Neha Bharill, Mahardhika Pratama, Amit Saxena
2017	—	`conf`	Incremental rule splitting in generalized evolving fuzzy regression models. EAIS Edwin Lughofer, Mahardhika Pratama, Igor Skrjanc
2017	J	`jnl`	Metacognitive Learning Approach for Online Tool Condition Monitoring. CoRR Mahardhika Pratama, Eric Dimla, Chow Yin Lai, Edwin Lughofer
2017	J	`jnl`	Multiview Convolutional Neural Networks for Multidocument Extractive Summarization. IEEE Trans. Cybern. Yong Zhang, Meng Joo Er, Rui Zhao, Mahardhika Pratama
2017	J	`jnl`	Online Tool Condition Monitoring Based on Parsimonious Ensemble+. CoRR Mahardhika Pratama, Eric Dimla, Edwin Lughofer, Witold Pedrycz, Tegoeh Tjahjowidodo
2017	J	`jnl`	Online real-time learning strategies for data streams for Neurocomputing. Neurocomputing Mahardhika Pratama, Edwin Lughofer, Dianhui Wang
2017	J	`jnl`	PANFIS++: A Generalized Approach to Evolving Learning. CoRR Mahardhika Pratama
2017	J	`jnl`	Parsimonious Random Vector Functional Link Network for Data Streams. CoRR Mahardhika Pratama, Plamen P. Angelov, Edwin Lughofer, Meng Joo Er
2017	—	`conf`	Robust Facial Alignment for Face Recognition. ICONIP (3) Kuang-Pen Chou, Dong-Lin Li, Mukesh Prasad, Mahardhika Pratama, Sheng-Yao Su, Haiyan Lu, Chin-Teng Lin, Wen-Chieh Lin
2017	J	`jnl`	Top-Down Sparse Fuzzy Regression Modeling from Data with Improved Coverage. Int. J. Fuzzy Syst. Edwin Lughofer, Stefan Kindermann, Mahardhika Pratama, José de Jesús Rubio
2017	J	`jnl`	pClass+: A Novel Evolving Semi-Supervised Classifier. Int. J. Fuzzy Syst. Mahardhika Pratama, Edwin Lughofer, Chee Peng Lim, Wenny Rahayu, Tharam S. Dillon, Agus Budiyono
2016	J	`jnl`	A Novel Online Real-time Classifier for Multi-label Data Streams. CoRR Rajasekar Venkatesan, Meng Joo Er, Shiqian Wu, Mahardhika Pratama
2016	C	`conf`	A hybrid algorithm for efficient path planning of autonomous ground vehicles. ICARCV Sreenatha G. Anavatti, Sumana Biswas, Jedd T. Colvin, Mahardhika Pratama
2016	J	`jnl`	A novel online multi-label classifier for high-speed streaming data applications. CoRR Rajasekar Venkatesan, Meng Joo Er, Mihika Dave, Mahardhika Pratama, Shiqian Wu
2016	B	`conf`	A novel online real-time classifier for multi-label data streams. IJCNN Rajasekar Venkatesan, Meng Joo Er, Shiqian Wu, Mahardhika Pratama
2016	J	`jnl`	An incremental meta-cognitive-based scaffolding fuzzy neural network. Neurocomputing Mahardhika Pratama, Jie Lu, Sreenatha G. Anavatti, Edwin Lughofer, Chee Peng Lim
2016	J	`jnl`	Attention pooling-based convolutional neural network for sentence modelling. Inf. Sci. Meng Joo Er, Yong Zhang, Ning Wang, Mahardhika Pratama
2016	J	`jnl`	Evolving Type-2 Fuzzy Classifier. IEEE Trans. Fuzzy Syst. Mahardhika Pratama, Jie Lu, Guangquan Zhang
2016	B	`conf`	Evolving type-2 recurrent fuzzy neural network. IJCNN Mahardhika Pratama, Edwin Lughofer, Meng Joo Er, J. Wenny Rahayu, Tharam S. Dillon
2016	C	`conf`	Extractive document summarization based on convolutional neural networks. IECON Yong Zhang, Meng Joo Er, Mahardhika Pratama
2016	J	`jnl`	Scaffolding type-2 classifier for incremental learning under concept drifts. Neurocomputing Mahardhika Pratama, Jie Lu, Edwin Lughofer, Guangquan Zhang, Sreenatha G. Anavatti
2016	B	`conf`	Sentiment classification using Comprehensive Attention Recurrent models. IJCNN Yong Zhang, Meng Joo Er, Rajasekar Venkatesan, Ning Wang, Mahardhika Pratama
2016	C	`conf`	Simultaneous replanning with vectorized particle swarm optimization algorithm. ICARCV Sumana Biswas, Sreenatha G. Anavatti, Matthew A. Garratt, Mahardhika Pratama
2016	C	`conf`	User-Level Twitter Sentiment Analysis with a Hybrid Approach. ISNN Meng Joo Er, Fan Liu, Ning Wang, Yong Zhang, Mahardhika Pratama
2015	B	`conf`	A Novel Meta-Cognitive Extreme Learning Machine to Learning from Data Streams. SMC Mahardhika Pratama, Jie Lu, Guangquan Zhang
2015	B	`conf`	An incremental interval Type-2 neural fuzzy Classifier. FUZZ-IEEE Mahardhika Pratama, Jie Lu, Guangquan Zhang
2015	J	`jnl`	Generalized smart evolving fuzzy systems. Evol. Syst. Edwin Lughofer, Carlos Cernuda, Stefan Kindermann, Mahardhika Pratama
2015	J	`jnl`	Recurrent Classifier Based on an Incremental Metacognitive-Based Scaffolding Algorithm. IEEE Trans. Fuzzy Syst. Mahardhika Pratama, Sreenatha G. Anavatti, Jie Lu
2015	J	`jnl`	pClass: An Effective Classifier for Streaming Examples. IEEE Trans. Fuzzy Syst. Mahardhika Pratama, Sreenatha G. Anavatti, Meng Joo Er, Edwin Lughofer
2014	B	`conf`	A novel meta-cognitive-based scaffolding classifier to sequential non-stationary classification problems. FUZZ-IEEE Mahardhika Pratama, Meng Joo Er, Sreenatha G. Anavatti, Edwin Lughofer, Ning Wang, Imam Arifin
2014	—	`conf`	A recurrent meta-cognitive-based Scaffolding classifier from data streams. EALS Mahardhika Pratama, Jie Lu, Sreenatha G. Anavatti, José Antonio Iglesias
2014	—	`conf`	An Incremental Classifier from Data Streams. SETN Mahardhika Pratama, Sreenatha G. Anavatti, Edwin Lughofer
2014	—	`—`	Development of a Novel Evolving Neuro-Fuzzy System for Learning in Non-Stationary Environments. Mahardhika Pratama
2014	J	`jnl`	GENEFIS: Toward an Effective Localist Network. IEEE Trans. Fuzzy Syst. Mahardhika Pratama, Sreenatha G. Anavatti, Edwin Lughofer
2014	J	`jnl`	PANFIS: A Novel Incremental Learning Machine. IEEE Trans. Neural Networks Learn. Syst. Mahardhika Pratama, Sreenatha G. Anavatti, Plamen P. Angelov, Edwin Lughofer
2013	J	`jnl`	Data driven modeling based on dynamic parsimonious fuzzy neural network. Neurocomputing Mahardhika Pratama, Meng Joo Er, Xiang Li, Richard Jayadi Oentaryo, Edwin Lughofer, Imam Arifin
2013	B	`conf`	Evolving fuzzy rule-based classifier based on GENEFIS. FUZZ-IEEE Mahardhika Pratama, Sreenatha G. Anavatti, Edwin Lughofer
2013	—	`conf`	Generalized Flexible Fuzzy Inference Systems. ICMLA (2) Edwin Lughofer, Carlos Cernuda, Mahardhika Pratama
2013	—	`conf`	Online identification of complex multi-input-multi-output system based on generic evolving neuro-fuzzy inference system. EAIS Mahardhika Pratama, Sreenatha G. Anavatti, Matthew A. Garratt, Edwin Lughofer
2011	—	`conf`	Genetic Dynamic Fuzzy Neural Network (GDFNN) for Nonlinear System Identification. ISNN (2) Mahardhika Pratama, Meng Joo Er, Xiang Li, Linn San, J. O. Richard, Lain-Yin Zhai, Amin Jahromi Torabi, Imam Arifin