Faisal Ahmed - RankMe

51 papers B 5Misc 2Journal 28Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Brain Tumor Classification from 3D MRI Using Persistent Homology and Betti Features: A Topological Data Analysis Approach on BraTS2020. CoRR Faisal Ahmed
2026	J	`jnl`	Enhancing Brain Tumor Classification Using Vision Transformers with Colormap-Based Feature Representation on BRISC2025 Dataset. CoRR Faisal Ahmed
2026	J	`jnl`	Four-Stage Alzheimer's Disease Classification from MRI Using Topological Feature Extraction, Feature Selection, and Ensemble Learning. CoRR Faisal Ahmed
2026	J	`jnl`	Hybrid Topological and Deep Feature Fusion for Accurate MRI-Based Alzheimer's Disease Severity Classification. CoRR Faisal Ahmed
2025	J	`jnl`	3D-TDA - Topological feature extraction from 3D images for Alzheimer's disease classification. CoRR Faisal Ahmed, Taymaz Akan, Fatih Gelir, Owen T. Carmichael, Elizabeth A. Disbrow, Steven A. Conrad, Mohammad A. N. Bhuiyan
2025	J	`jnl`	Addressing High Class Imbalance in Multi-Class Diabetic Retinopathy Severity Grading with Augmentation and Transfer Learning. CoRR Faisal Ahmed
2025	B	`conf`	An AI-IoT Framework for Handwritten and Multilingual Prescription Interpretation with Timely Medication Reminder Support. COMPSAC Abrar Zuhaer Tariq, Faisal Ahmed, Azad Khandoker, Mahfujur Rahman
2025	J	`jnl`	Colormap-Enhanced Vision Transformers for MRI-Based Multiclass (4-Class) Alzheimer's Disease Classification. CoRR Faisal Ahmed
2025	Misc	`conf`	DAFLB: Dynamic Adaptive Fuzzy Based Load Balancing with Genetic Optimization for Enhanced Cloud Performance. COMSNETS Madhav Khatri, Faisal Ahmed, Mushtaq Ahmed
2025	J	`jnl`	Digital Twin-Empowered Deep Reinforcement Learning for Intelligent VNF Migration in Edge-Core Networks. CoRR Faisal Ahmed, Suresh Subramaniam, Motoharu Matsuura, Hiroshi Hasegawa, Shih-Chun Lin
2025	J	`jnl`	Efficient Breast and Ovarian Cancer Classification via ViT-Based Preprocessing and Transfer Learning. CoRR Richa Rawat, Faisal Ahmed
2025	B	`conf`	Enhancing Network Traffic Analysis in O-RAN Enabled Next-Generation Networks Through Federated Multi-Task Learning. WCNC Faisal Ahmed, Myungjin Lee, Suresh Subramaniam, Motoharu Matsuura, Hiroshi Hasegawa, Shih-Chun Lin
2025	—	`conf`	FedBC: Privacy-Preserving Breast Cancer Diagnosis from Ultrasound Images Using Federated Learning. Deep-Breath@MICCAI Faisal Ahmed, David Sánchez, Josep Domingo-Ferrer, Zouhair Haddi
2025	B	`conf`	Federated Deep Reinforcement Learning-Driven O-RAN for Automatic Multirobot Reconfiguration. NOMS Faisal Ahmed, Myungjin Lee, Shao-Yu Lien, Suresh Subramaniam, Motoharu Matsuura, Hiroshi Hasegawa, Shih-Chun Lin
2025	J	`jnl`	Federated Deep Reinforcement Learning-Driven O-RAN for Automatic Multirobot Reconfiguration. CoRR Faisal Ahmed, Myungjin Lee, Shao-Yu Lien, Suresh Subramaniam, Motoharu Matsuura, Hiroshi Hasegawa, Shih-Chun Lin
2025	J	`jnl`	HOG-CNN: Integrating Histogram of Oriented Gradients with Convolutional Neural Networks for Retinal Image Classification. CoRR Faisal Ahmed
2025	J	`jnl`	HistoViT: Vision Transformer for Accurate and Scalable Histopathological Cancer Diagnosis. CoRR Faisal Ahmed
2025	J	`jnl`	MemberShield: A framework for federated learning with membership privacy. Neural Networks Faisal Ahmed, David Sánchez, Zouhair Haddi, Josep Domingo-Ferrer
2025	B	`conf`	Multi-Tenant Traffic Prioritization and On-Demand QoS Provisioning in Digital Twin-Empowered Programmable Edge Networks. NOMS Mohammad Sajid Shahriar, Faisal Ahmed, Genshe Chen, Khanh D. Pham, Suresh Subramaniam, Motoharu Matsuura, Hiroshi Hasegawa, Shih-Chun Lin
2025	B	`conf`	Optimizing Handover Decisions in Multi-Connectivity Enabled Terrestrial-Satellite Integrated Networks: A Deep Reinforcement Learning Approach. WCNC Faisal Ahmed, Myungjin Lee, Suresh Subramaniam, Motoharu Matsuura, Hiroshi Hasegawa, Shih-Chun Lin
2025	J	`jnl`	RepViT-CXR: A Channel Replication Strategy for Vision Transformers in Chest X-ray Tuberculosis and Pneumonia Classification. CoRR Faisal Ahmed
2025	J	`jnl`	Topological Signatures vs. Gradient Histograms: A Comparative Study for Medical Image Classification. CoRR Faisal Ahmed, Mohammad Alfrad Nobel Bhuiyan
2025	J	`jnl`	Transfer Learning with EfficientNet for Accurate Leukemia Cell Classification. CoRR Faisal Ahmed
2024	—	`conf`	Enabling LEO Satellite Vertical Handover for Massive 6G IoT Random Access. ICC Luis Tello-Oquendo, Faisal Ahmed, Chia-Hung Lin, Shih-Chun Lin, Myungjin Lee
2024	J	`jnl`	FedAuxHMTL: Federated Auxiliary Hard-Parameter Sharing Multi-Task Learning for Network Edge Traffic Classification. CoRR Faisal Ahmed, Myungjin Lee, Suresh Subramaniam, Motoharu Matsuura, Hiroshi Hasegawa, Shih-Chun Lin
2024	—	`conf`	LMoW: A Latent Random Variable Model for Unconditional Human Motion Generation. MMAsia Faisal Ahmed, Justin Rozeboom, Hanran Song, Chenqiu Zhao, Anup Basu
2024	J	`jnl`	Prioritized Multi-Tenant Traffic Engineering for Dynamic QoS Provisioning in Autonomous SDN-OpenFlow Edge Networks. CoRR Mohammad Sajid Shahriar, Faisal Ahmed, Genshe Chen, Khanh D. Pham, Suresh Subramaniam, Motoharu Matsuura, Hiroshi Hasegawa, Shih-Chun Lin
2024	J	`jnl`	Towards Sustainable Agriculture: A Novel Approach for Rice Leaf Disease Detection Using dCNN and Enhanced Dataset. IEEE Access Mehedi Hasan Bijoy, Nirob Hasan, Mithun Biswas, Suvodeep Mazumdar, Andrea Jiménez, Faisal Ahmed, Mirza Rasheduzzaman, Sifat Momen
2023	—	`conf`	A Novel Approach for Solving MPI for Multi-Target ToF Imaging Using Subdivision-Based Nested Compressed Sensing. EUSIPCO Sanhita Guha, Faisal Ahmed, Miguel Heredia Conde
2023	J	`jnl`	Convolutional neural network approach for reduction of nitrogen oxides emissions from pulverized coal-fired boiler in a power plant for sustainable environment. Comput. Chem. Eng. Muhammad Waqas Saif-ul-Allah, Javed Khan, Faisal Ahmed, Arif Hussain, Zeeshan Gillani, Aqeel Ahmed Bazmi, Asad Ullah Khan
2023	—	`conf`	GIPS: Geometry-Inspired Passive ToF Sensing for 3D Depth Reconstruction. EUSIPCO Faisal Ahmed, Miguel Heredia Conde, Paula López Martinez
2023	—	`conf`	Histopathological Cancer Detection with Topological Signatures. BIBM Ankur Yadav, Faisal Ahmed, Ovidiu Daescu, Reyhan Gedik, Baris Coskunuzer
2023	Misc	`conf`	Recent Advances in Computational Time-of-Flight Imaging. ACSSC Miguel Heredia Conde, Alvaro Lopez Paredes, Faisal Ahmed, Peyman F. Shahandashti, Paula López
2023	—	`conf`	ToFi-ML: Retinal Image Screening with Topological Machine Learning. MIUA Faisal Ahmed, Baris Coskunuzer
2023	—	`conf`	Topo-CXR: Chest X-ray TB and Pneumonia Screening with Topological Machine Learning. ICCV (Workshops) Faisal Ahmed, Brighton Nuwagira, Furkan Torlak, Baris Coskunuzer
2023	J	`jnl`	Understanding the information landscape in agricultural communities in rural Bangladesh. Electron. J. Inf. Syst. Dev. Ctries. Suvodeep Mazumdar, Sukaina Ehdeed, Andrea Jiménez, Faisal Ahmed, Sifat Momen, Mirza Rasheduzzaman
2022	—	`conf`	Comparative Performance of Tree Based Machine Learning Classifiers in Product Backorder Prediction. ICO Faisal Ahmed, Mohammad Hasan, Mohammad Shahadat Hossain, Karl Andersson
2022	—	`conf`	Live Demonstration: VLC-enabled Passive 3D Time-of-Flight Imaging. IEEE SENSORS Faisal Ahmed, Miguel Heredia Conde, Paula López Martinez, Thomas Kerstein, Bernd Buxbaum
2022	—	`conf`	Machine Learning-Based Tomato Leaf Disease Diagnosis Using Radiomics Features. TCCE Faisal Ahmed, Mohammad Naim Uddin Rahi, Raihan Uddin, Anik Sen, Mohammad Shahadat Hossain, Karl Andersson
2022	—	`conf`	Passive 3D Time-of-Flight Imaging leveraging VLC Infrastructure. IEEE SENSORS Faisal Ahmed, Miguel Heredia Conde, Paula López Martinez, Thomas Kerstein, Bernd Buxbaum
2021	J	`jnl`	Challenges, Applications and Design Aspects of Federated Learning: A Survey. IEEE Access K. M. Jawadur Rahman, Faisal Ahmed, Nazma Akhter, Mohammad Hasan, Ruhul Amin, Kazi Ehsan Aziz, A. K. M. Muzahidul Islam, Md. Saddam Hossain Mukta, A. K. M. Najmul Islam
2021	J	`jnl`	Impact of Knowledge Capabilities on Organisational Performance in the Private Sector in Oman: An SEM Approach Using Path Analysis. Int. J. Knowl. Manag. Samir Marwan Hammami, Faisal Ahmed, Jestin Johny, Mohammed Ali Bait Ali Sulaiman
2021	J	`jnl`	Interference Management in 5G and Beyond Network: Requirements, Challenges and Future Directions. IEEE Access Maraj Uddin Ahmed Siddiqui, Faizan Qamar, Faisal Ahmed, Quang Ngoc Nguyen, Rosilah Hassan
2021	—	`conf`	Pseudo-Passive Indoor ToF Sensing exploiting Visible Light Communication Sources. IEEE SENSORS Faisal Ahmed, Miguel Heredia Conde, Otmar Loffeld
2019	J	`jnl`	Autonomous Wireless Sensor Networks: Implementation of Transient Computing and Energy Prediction for Improved Node Performance and Link Quality. Comput. J. Faisal Ahmed, Corentin Kervadec, Yannick Le Moullec, Gert Tamberg, Paul Annus
2018	J	`jnl`	Adaptive LINE-P: An Adaptive Linear Energy Prediction Model for Wireless Sensor Network Nodes. Sensors Faisal Ahmed, Gert Tamberg, Yannick Le Moullec, Paul Annus
2017	J	`jnl`	A Belief Rule Based Expert System to Assess Tuberculosis under Uncertainty. J. Medical Syst. Mohammad Shahadat Hossain, Faisal Ahmed, Fatema-Tuj-Johora, Karl Andersson
2017	J	`jnl`	Dual-Source Linear Energy Prediction (LINE-P) Model in the Context of WSNs. Sensors Faisal Ahmed, Gert Tamberg, Yannick Le Moullec, Paul Annus
2016	—	`conf`	FYPSim: An estimation framework for energy harvesting and energy prediction for WSNs. ICCE-TW Faisal Ahmed, Yannick Le Moullec, Paul Annus
2013	—	`conf`	A Fuzzy Logic Model for Real-time Incident Detection in Urban Road Network. ICAART (2) Faisal Ahmed, Yaser E. Hawas
2012	—	`conf`	Assembly of Robotic Arm Based on Inverse Kinematics Using Stepper Motor. EMS Faisal Ahmed, Mohammad Adom Safiullah, Saddam Hossain Khan, Abdullah Moinuddin, Abu Mohammed Farhan