Md Meftahul Ferdaus

70 papers A 3B 4Journal 49Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ANROT-HELANet: adverserially and naturally robust attention-based aggregation network via the hellinger distance for few-shot classification. Int. J. Multim. Inf. Retr. Gao Yu Lee, Tanmoy Dam, Md Meftahul Ferdaus, Daniel Puiu Poenar, Vu N. Duong
2026	J	`jnl`	ASPEN-WIND: Adaptive spectral and self-supervised interactive CNN-LSTM for enhanced wind power forecasting. Expert Syst. Appl. Md. Rasel Sarkar, Sreenatha G. Anavatti, Md Meftahul Ferdaus, Tanmoy Dam
2026	J	`jnl`	Edge-Optimized Vision-Language Models for Underground Infrastructure Assessment. CoRR Johny Javier Lopez, Md Meftahul Ferdaus, Mahdi Abdelguerfi
2026	J	`jnl`	Few-Shot Learning in Video and 3D Object Detection: A Survey. ACM Comput. Surv. Md Meftahul Ferdaus, Kendall N. Niles, Joe Tom, Mahdi Abdelguerfi, Elias Ioup
2026	J	`jnl`	Joint Embedding Predictive Architecture for autonomous vehicle safety and security: A comprehensive survey. Adv. Eng. Informatics Md Meftahul Ferdaus, Tanmoy Dam, Md. Rasel Sarkar, Sreenatha G. Anavatti
2026	J	`jnl`	Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models. ACM Comput. Surv. Md Meftahul Ferdaus, Mahdi Abdelguerfi, Elias Loup, Kendall N. Niles, Ken Pathak, Steven Sloan
2026	J	`jnl`	VeloxNet: Efficient Spatial Gating for Lightweight Embedded Image Classification. CoRR Md Meftahul Ferdaus, Elias Ioup, Mahdi Abdelguerfi, Anton Netchaev, Steven Sloan, Ken Pathak, Kendall N. Niles
2025	J	`jnl`	A Comprehensive Review of Phase-Averaged and Phase-Resolving Wave Models for Coastal Modeling Applications. CoRR Md Meftahul Ferdaus, Nathan Alton Cooper, Austin B. Schmidt, Pujan Pokhrel, Elias Ioup, Mahdi Abdelguerfi, Julian Simeonov
2025	J	`jnl`	ANROT-HELANet: Adverserially and Naturally Robust Attention-Based Aggregation Network via The Hellinger Distance for Few-Shot Classification. CoRR Gao Yu Lee, Tanmoy Dam, Md Meftahul Ferdaus, Daniel Puiu Poenar, Vu N. Duong
2025	J	`jnl`	Attention-Enhanced Prototypical Learning for Few-Shot Infrastructure Defect Segmentation. CoRR Christina Thrainer, Md Meftahul Ferdaus, Mahdi Abdelguerfi, Christian Guetl, Steven Sloan, Kendall N. Niles, Ken Pathak
2025	J	`jnl`	Enhancing Few-Shot Classification of Benchmark and Disaster Imagery with ATTBHFA-Net. CoRR Gao Yu Lee, Tanmoy Dam, Md Meftahul Ferdaus, Daniel Puiu Poenar, Vu N. Duong
2025	J	`jnl`	FORTRESS: Function-composition Optimized Real-Time Resilient Structural Segmentation via Kolmogorov-Arnold Enhanced Spatial Attention Networks. CoRR Christina Thrainer, Md Meftahul Ferdaus, Mahdi Abdelguerfi, Christian Guetl, Steven Sloan, Kendall N. Niles, Ken Pathak
2025	J	`jnl`	Few-Shot Learning in Video and 3D Object Detection: A Survey. CoRR Md Meftahul Ferdaus, Kendall N. Niles, Joe Tom, Mahdi Abdelguerfi, Elias Ioup
2025	J	`jnl`	Foundation Models for Clean Energy Forecasting: A Comprehensive Review. CoRR Md Meftahul Ferdaus, Tanmoy Dam, Md. Rasel Sarkar, Moslem Uddin, Sreenatha G. Anavatti
2025	J	`jnl`	Imbalance-Aware Culvert-Sewer Defect Segmentation Using an Enhanced Feature Pyramid Network. IEEE Trans. Syst. Man Cybern. Syst. Rasha Alshawi, Md Meftahul Ferdaus, Mahdi Abdelguerfi, Kendall N. Niles, Ken Pathak, Steven Sloan
2025	J	`jnl`	KARMA: Efficient Structural Defect Segmentation via Kolmogorov-Arnold Representation Learning. CoRR Md Meftahul Ferdaus, Mahdi Abdelguerfi, Elias Ioup, Steven Sloan, Kendall N. Niles, Ken Pathak
2025	J	`jnl`	SHARP-Net: A Refined Pyramid Network for Deficiency Segmentation in Culverts and Sewer Pipes. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Rasha Alshawi, Md Meftahul Ferdaus, Md. Tamjidul Hoque, Kendall N. Niles, Ken Pathak, Steven Sloan
2025	J	`jnl`	Widened Attention-Enhanced Atrous Convolutional Network for Efficient Embedded Vision Applications under Resource Constraints. Adv. Intell. Syst. Md Meftahul Ferdaus, Mahdi Abdelguerfi, Kendall N. Niles, Ken Pathak, Joe Tom
2024	J	`jnl`	A compact meta-learned neuro-fuzzy technique for noise-robust nonlinear control. Appl. Soft Comput. Md Meftahul Ferdaus, Ahmad Jobran Al-Mahasneh, Sreenatha G. Anavatti, J. Senthilnath
2024	—	`conf`	Bio-Inspired Adaptive Fuzzy Control Systems for Precise Low-Altitude Hovering of an Unmanned Aerial Vehicle Under Large Uncertainties. ECC Fendy Santoso, Matthew A. Garratt, Sreenatha G. Anavatti, Jiefei Wang, Phi Vu Tran, Md Meftahul Ferdaus
2024	J	`jnl`	DRACO-DehazeNet: An Efficient Image Dehazing Network Combining Detail Recovery and a Novel Contrastive Learning Paradigm. CoRR Gao Yu Lee, Tanmoy Dam, Md Meftahul Ferdaus, Daniel Puiu Poenar, Vu N. Duong
2024	J	`jnl`	Dehazing Remote Sensing and UAV Imagery: A Review of Deep Learning, Prior-based, and Hybrid Approaches. CoRR Gao Yu Lee, Jinkuan Chen, Tanmoy Dam, Md Meftahul Ferdaus, Daniel Puiu Poenar, Vu N. Duong
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	A	`conf`	HELA-VFA: A Hellinger Distance-Attention-based Feature Aggregation Network for Few-Shot Classification. WACV Gao Yu Lee, Tanmoy Dam, Daniel Puiu Poenar, Vu N. Duong, Md Meftahul Ferdaus
2024	J	`jnl`	Imbalance-Aware Culvert-Sewer Defect Segmentation Using an Enhanced Feature Pyramid Network. CoRR Rasha Alshawi, Md Meftahul Ferdaus, Mahdi Abdelguerfi, Kendall N. Niles, Ken Pathak, Steven Sloan
2024	—	`conf`	KANICE: Kolmogorov-Arnold Networks with Interactive Convolutional Elements. AIMLSystems Md Meftahul Ferdaus, Mahdi Abdelguerfi, Elias Ioup, David Dobson, Kendall N. Niles, Ken Pathak, Steven Sloan
2024	J	`jnl`	KANICE: Kolmogorov-Arnold Networks with Interactive Convolutional Elements. CoRR Md Meftahul Ferdaus, Mahdi Abdelguerfi, Elias Ioup, David Dobson, Kendall N. Niles, Ken Pathak, Steven Sloan
2024	J	`jnl`	SHARP-Net: A Refined Pyramid Network for Deficiency Segmentation in Culverts and Sewer Pipes. CoRR Rasha Alshawi, Md Meftahul Ferdaus, Md. Tamjidul Hoque, Kendall N. Niles, Ken Pathak, Steven Sloan, Mahdi Abdelguerfi
2024	J	`jnl`	Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models. CoRR Md Meftahul Ferdaus, Mahdi Abdelguerfi, Elias Ioup, Kendall N. Niles, Ken Pathak, Steven Sloan
2024	J	`jnl`	Unlocking the capabilities of explainable few-shot learning in remote sensing. Artif. Intell. Rev. Gao Yu Lee, Tanmoy Dam, Md Meftahul Ferdaus, Daniel Puiu Poenar, Vu N. Duong
2024	J	`jnl`	X-Fuzz: An Evolving and Interpretable Neuro-Fuzzy Learner for Data Streams. IEEE Trans. Artif. Intell. Md Meftahul Ferdaus, Tanmoy Dam, Sameer Alam, Duc-Thinh Pham
2023	J	`jnl`	Dual Attention U-Net with Feature Infusion: Pushing the Boundaries of Multiclass Defect Segmentation. CoRR Rasha Alshawi, Md. Tamjidul Hoque, Md Meftahul Ferdaus, Mahdi Abdelguerfi, Kendall N. Niles, Ken Prathak, Joe Tom, Jordan Klein, Murtada Mousa, Johny Javier Lopez
2023	J	`jnl`	PASE: An autonomous sequential framework for the state estimation of dynamical systems. Expert Syst. Appl. Harikumar Kandath, Md Meftahul Ferdaus, Zhen Wei Ng, Bangjian Zhou, Suresh Sundaram, Xiaoli Li, Senthilnath Jayavelu
2023	J	`jnl`	WATT-EffNet: A Lightweight and Accurate Model for Classifying Aerial Disaster Images. IEEE Geosci. Remote. Sens. Lett. Gao Yu Lee, Tanmoy Dam, Md Meftahul Ferdaus, Daniel Puiu Poenar, Vu N. Duong
2022	A	`conf`	Data Oversampling with Structure Preserving Variational Learning. CIKM Indu Solomon, Senthilnath Jayavelu, Md Meftahul Ferdaus, Uttam Kumar
2022	B	`conf`	Improving Self-Supervised Learning for Out-Of-Distribution Task via Auxiliary Classifier. ICIP Harshita Boonlia, Tanmoy Dam, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Ankan Mullick
2022	J	`jnl`	Improving Self-supervised Learning for Out-of-distribution Task via Auxiliary Classifier. CoRR Harshita Boonlia, Tanmoy Dam, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Ankan Mullick
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`	Multiobjective Automated Type-2 Parsimonious Learning Machine to Forecast Time-Varying Stock Indices Online. IEEE Trans. Syst. Man Cybern. Syst. Md Meftahul Ferdaus, Ripon K. Chakrabortty, Michael J. Ryan
2022	J	`jnl`	Performance Improvement of a Parsimonious Learning Machine Using Metaheuristic Approaches. IEEE Trans. Cybern. Md Meftahul Ferdaus, Forhad Zaman, Ripon K. Chakrabortty
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
2022	J	`jnl`	Significance of activation functions in developing an online classifier for semiconductor defect detection. Knowl. Based Syst. 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
2021	A	`conf`	Does Adversarial Oversampling Help us? CIKM Tanmoy Dam, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein A. Abbass
2021	J	`jnl`	Does Adversarial Oversampling Help us? CoRR Tanmoy Dam, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein A. Abbass
2021	—	`conf`	SGDOL: Self-evolving Generative and Discriminative Online Learning for Data Stream Classification. ICDM (Workshops) Deeksha Aggarwal, J. Senthilnath, Uttam Kumar, Vivek Yadav, Sushant Kulkarni, Md Meftahul Ferdaus, Xiaoli Li
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`	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`	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`	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	—	`—`	Development of advanced autonomous learning algorithms for nonlinear system identification and control. Md Meftahul Ferdaus
2019	—	`conf`	Online Takagi-Sugeno Fuzzy Identification of a Quadcopter Using Experimental Input-Output Data. SSCI Ayad Al-Mahturi, Fendy Santoso, Matthew A. Garratt, Sreenatha G. Anavatti, Md Meftahul Ferdaus
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	—	`conf`	Recent Advancements in Autonomous Intelligent Control Techniques: Design and Implementation. ICDM Workshops Md Meftahul Ferdaus
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
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	—	`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`	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`	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	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
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	—	`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
2015	—	`conf`	Development of an simplified modeling control system for maximization of polymerization in a pilot plant. ASCC M. J. H. Khan, Muhammad Mahbubur Rashid, Md Meftahul Ferdaus