Md Meftahul Ferdaus

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 43

Top Topics

Data Stream Classification

Aerial Vehicles

Top Venues

Expert Syst. Appl.

Publications

Md Meftahul Ferdaus, Tanmoy Dam, Sameer Alam, Duc-Thinh Pham
X-Fuzz: An Evolving and Interpretable Neuro-Fuzzy Learner for Data Streams. IEEE Trans. Artif. Intell. 5 (8) (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)
Gao Yu Lee, Tanmoy Dam, Daniel Puiu Poenar, Vu N. Duong, Md Meftahul Ferdaus
HELA-VFA: A Hellinger Distance-Attention-based Feature Aggregation Network for Few-Shot Classification. WACV (2024)
Gao Yu Lee, Jinkuan Chen, Tanmoy Dam, Md Meftahul Ferdaus, Daniel Puiu Poenar, Vu N. Duong
Dehazing Remote Sensing and UAV Imagery: A Review of Deep Learning, Prior-based, and Hybrid Approaches. CoRR (2024)
Gao Yu Lee, Tanmoy Dam, Md Meftahul Ferdaus, Daniel Puiu Poenar, Vu N. Duong
Unlocking the capabilities of explainable few-shot learning in remote sensing. Artif. Intell. Rev. 57 (7) (2024)
Md Meftahul Ferdaus, Mahdi Abdelguerfi, Elias Ioup, Kendall N. Niles, Ken Pathak, Steven Sloan
Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models. CoRR (2024)
Fendy Santoso, Matthew A. Garratt, Sreenatha G. Anavatti, Jiefei Wang, Phi Vu Tran, Md Meftahul Ferdaus
Bio-Inspired Adaptive Fuzzy Control Systems for Precise Low-Altitude Hovering of an Unmanned Aerial Vehicle Under Large Uncertainties. ECC (2024)
Gao Yu Lee, Tanmoy Dam, Md Meftahul Ferdaus, Daniel Puiu Poenar, Vu N. Duong
WATT-EffNet: A Lightweight and Accurate Model for Classifying Aerial Disaster Images. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Rasha Alshawi, Md. Tamjidul Hoque, Md Meftahul Ferdaus, Mahdi Abdelguerfi, Kendall N. Niles, Ken Prathak, Joe Tom, Jordan Klein, Murtada Mousa, Johny Javier Lopez
Dual Attention U-Net with Feature Infusion: Pushing the Boundaries of Multiclass Defect Segmentation. CoRR (2023)
Harikumar Kandath, Md Meftahul Ferdaus, Zhen Wei Ng, Bangjian Zhou, Suresh Sundaram, Xiaoli Li, Senthilnath Jayavelu
PASE: An autonomous sequential framework for the state estimation of dynamical systems. Expert Syst. Appl. 215 (2023)
Md Meftahul Ferdaus, Bangjian Zhou, Ji Wei Yoon, Kain Lu Low, Jieming Pan, Joydeep Ghosh, Min Wu, Xiaoli Li, Aaron Voon-Yew Thean, J. Senthilnath
Significance of activation functions in developing an online classifier for semiconductor defect detection. Knowl. Based Syst. 248 (2022)
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)
Tanmoy Dam, Mahardhika Pratama, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Hussein A. Abbass
Scalable Adversarial Online Continual Learning. ECML/PKDD (3) (2022)
Md Meftahul Ferdaus, Ripon K. Chakrabortty, Michael J. Ryan
Multiobjective Automated Type-2 Parsimonious Learning Machine to Forecast Time-Varying Stock Indices Online. IEEE Trans. Syst. Man Cybern. Syst. 52 (5) (2022)
Harshita Boonlia, Tanmoy Dam, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Ankan Mullick
Improving Self-Supervised Learning for Out-Of-Distribution Task via Auxiliary Classifier. ICIP (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)
Harshita Boonlia, Tanmoy Dam, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Ankan Mullick
Improving Self-supervised Learning for Out-of-distribution Task via Auxiliary Classifier. CoRR (2022)
Indu Solomon, Senthilnath Jayavelu, Md Meftahul Ferdaus, Uttam Kumar
Data Oversampling with Structure Preserving Variational Learning. CIKM (2022)
Md Meftahul Ferdaus, Forhad Zaman, Ripon K. Chakrabortty
Performance Improvement of a Parsimonious Learning Machine Using Metaheuristic Approaches. IEEE Trans. Cybern. 52 (8) (2022)
Tanmoy Dam, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein A. Abbass
Does Adversarial Oversampling Help us? CIKM (2021)
Deeksha Aggarwal, J. Senthilnath, Uttam Kumar, Vivek Yadav, Sushant Kulkarni, Md Meftahul Ferdaus, Xiaoli Li
SGDOL: Self-evolving Generative and Discriminative Online Learning for Data Stream Classification. ICDM (Workshops) (2021)
Tanmoy Dam, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein A. Abbass
Does Adversarial Oversampling Help us? 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)
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)
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)
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)
Ayad Al-Mahturi, Fendy Santoso, Matthew A. Garratt, Sreenatha G. Anavatti, Md Meftahul Ferdaus
Online Takagi-Sugeno Fuzzy Identification of a Quadcopter Using Experimental Input-Output Data. SSCI (2019)
Md Meftahul Ferdaus, Sreenatha G. Anavatti, Matthew A. Garratt, Mahardhika Pratama
Red-FLC: an Adaptive Fuzzy Logic Controller with Reduced Learning Parameters. SSCI (2019)
Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Matthew A. Garratt
Online identification of a rotary wing Unmanned Aerial Vehicle from data streams. Appl. Soft Comput. 76 (2019)
Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Matthew A. Garratt
PALM: An Incremental Construction of Hyperplanes for Data Stream Regression. IEEE Trans. Fuzzy Syst. 27 (11) (2019)
Md Meftahul Ferdaus
Recent Advancements in Autonomous Intelligent Control Techniques: Design and Implementation. ICDM Workshops (2019)
Md Meftahul Ferdaus, Sreenatha G. Anavatti, Matthew A. Garratt, Mahardhika Pratama
Development of C-Means Clustering Based Adaptive Fuzzy Controller for a Flapping Wing Micro Air Vehicle. J. Artif. Intell. Soft Comput. Res. 9 (2) (2019)
Choiru Za'in, Mahardhika Pratama, Edwin Lughofer, Md Meftahul Ferdaus, Qing Cai, Mukesh Prasad
Big Data Analytics based on PANFIS MapReduce. INNS Conference on Big Data (2018)
Mahardhika Pratama, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Matthew A. Garratt
PALM: An Incremental Construction of Hyperplanes for Data Stream Regression. CoRR (2018)
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. CoRR (2018)
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. CoRR (2018)
Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Matthew A. Garratt
A Generic Self-Evolving Neuro-Fuzzy Controller based High-performance Hexacopter Altitude Control System. CoRR (2018)
Md Meftahul Ferdaus, Sreenatha G. Anavatti, Mahardhika Pratama, Matthew A. Garratt
A Novel Self-Organizing Neuro-Fuzzy based Intelligent Control System for a AR.Drone Quadcopter. SSCI (2018)
Md Meftahul Ferdaus, Sreenatha G. Anavatti, Matthew A. Garratt, Mahardhika Pratama
Development of c-means Clustering Based Adaptive Fuzzy Controller for A Flapping Wing Micro Air Vehicle. CoRR (2018)
Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Matthew Garratt
A Generic Self-Evolving Neuro-Fuzzy Controller Based High-Performance Hexacopter Altitude Control System. SMC (2018)
Md Meftahul Ferdaus, Sreenatha G. Anavatti, Matthew A. Garratt, Mahardhika Pratama
Fuzzy clustering based nonlinear system identification and controller development of Pixhawk based quadcopter. ICACI (2017)
Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Matthew A. Garratt
Evolving neuro-fuzzy system based online identification of a bio-inspired flapping wing micro aerial vehicle. SSCI (2017)
Md Meftahul Ferdaus, Sreenatha G. Anavatti, Matthew A. Garratt, Mahardhika Pratama
Fuzzy clustering based modelling and adaptive controlling of a flapping wing micro air vehicle. SSCI (2017)
M. J. H. Khan, Muhammad Mahbubur Rashid, Md Meftahul Ferdaus
Development of an simplified modeling control system for maximization of polymerization in a pilot plant. ASCC (2015)