Mohammad Shorfuzzaman

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 42

Top Topics

Ensemble Classification

Manifold Regularization

Top Venues

ACM Trans. Internet Techn.

Comput. Hum. Behav.

Publications

Loveleen Gaur, Mohan Bhandari, Bhadwal Singh Shikhar, NZ Jhanjhi, Mohammad Shorfuzzaman, Mehedi Masud
Explanation-Driven HCI Model to Examine the Mini-Mental State for Alzheimer's Disease. ACM Trans. Multim. Comput. Commun. Appl. 20 (2) (2024)
K. Rajesh, Logesh Ravi, Nalluri Madhusudana Rao, V. Ramaswamy, J. Senthil Kumar, K. Kannan, Mohammad Shorfuzzaman, Amr H. Yousef, Mohamed Elsaid Ragab Elkholy, Sasikumar Asaithambi
Czekanowsky Hypergraph-Based Deep Learning Classifier for Precision Cyclone Forecasting. IEEE Access 12 (2024)
Hanan Aljuaid, Israr Akhter, Nawal Alsufyani, Mohammad Shorfuzzaman, Mohammed Alarfaj, Khaled Alnowaiser, Ahmad Jalal, Jeongmin Park
Postures anomaly tracking and prediction learning model over crowd data analytics. PeerJ Comput. Sci. 9 (2023)
Yazhou Zhang, Dan Ma, Prayag Tiwari, Chen Zhang, Mehedi Masud, Mohammad Shorfuzzaman, Dawei Song
Stance-level Sarcasm Detection with BERT and Stance-centered Graph Attention Networks. ACM Trans. Internet Techn. 23 (2) (2023)
Puah Jia Hong, Muhammad Adeel Asghar, Amin Ullah, Mohammad Shorfuzzaman, Mehedi Masud, Raja Majid Mehmood
AI-based Bayesian inference scheme to recognize electroencephalogram signals for smart healthcare. Clust. Comput. 26 (2) (2023)
Mohib Ullah Khan, Ata Ullah, Isra Naz, Sajjad Haider, Nz Jhanji, Mohammad Shorfuzzaman, Mehedi Masud
Alpha Fusion Adversarial Attack Analysis Using Deep Learning. Comput. Syst. Sci. Eng. 46 (1) (2023)
Lutful Karim, Md Nour Hossain, Nargis Khan, Mohammad Shorfuzzaman, Jalal Almhana, Nidal Nasser
Sensor-based Wastewater Monitoring Framework to Detect COVID-19. WiMob (2023)
Mohammad Shorfuzzaman
IoT-enabled stacked ensemble of deep neural networks for the diagnosis of COVID-19 using chest CT scans. Computing 105 (4) (2023)
Zijian Zhou, Muhammad Adeel Asghar, Daniyal Nazir, Kamran Siddique, Mohammad Shorfuzzaman, Raja Majid Mehmood
An AI-empowered affect recognition model for healthcare and emotional well-being using physiological signals. Clust. Comput. 26 (2) (2023)
M. Shamim Hossain, Mohammad Shorfuzzaman
MetaParkinson: A Cyber-Physical Deep Meta-Learning Framework for n-Shot Diagnosis and Monitoring of Parkinson's Patients. IEEE Syst. J. 17 (4) (2023)
Usman Azmat, Saud S. Alotaibi, Maha S. Abdelhaq, Nawal Alsufyani, Mohammad Shorfuzzaman, Ahmad Jalal, Jeongmin Park
Aerial Insights: Deep Learning-Based Human Action Recognition in Drone Imagery. IEEE Access 11 (2023)
Rajendrani Mukherjee, Aurghyadip Kundu, Indrajit Mukherjee, Deepak Gupta, Prayag Tiwari, Ashish Khanna, Mohammad Shorfuzzaman
IoT-cloud based healthcare model for COVID-19 detection: an enhanced k-Nearest Neighbour classifier based approach. Computing 105 (4) (2023)
Adnan Ahmed Rafique, Amal Al-Rasheed, Amel Ksibi, Manel Ayadi, Ahmad Jalal, Khaled Alnowaiser, Hossam Meshref, Mohammad Shorfuzzaman, Munkhjargal Gochoo, Jeongmin Park
Smart Traffic Monitoring Through Pyramid Pooling Vehicle Detection and Filter-Based Tracking on Aerial Images. IEEE Access 11 (2023)
Mohammad Shorfuzzaman, M. Shamim Hossain
Predictive Analytics of Energy Usage by IoT-Based Smart Home Appliances for Green Urban Development. ACM Trans. Internet Techn. 22 (2) (2022)
Muhammad Adeel Asghar, Muhammad Jamil Khan, Muhammad Rizwan, Mohammad Shorfuzzaman, Raja Majid Mehmood
AI inspired EEG-based spatial feature selection method using multivariate empirical mode decomposition for emotion classification. Multim. Syst. 28 (4) (2022)
Guihong Chen, Xi Liu, Mohammad Shorfuzzaman, Ali Karime, Yonghua Wang, Yuanhang Qi
MEC-Based Jamming-Aided Anti-Eavesdropping with Deep Reinforcement Learning for WBANs. ACM Trans. Internet Techn. 22 (3) (2022)
Randhir Kumar, Prabhat Kumar, Rakesh Tripathi, Govind P. Gupta, A. K. M. Najmul Islam, Mohammad Shorfuzzaman
Permissioned Blockchain and Deep Learning for Secure and Efficient Data Sharing in Industrial Healthcare Systems. IEEE Trans. Ind. Informatics 18 (11) (2022)
K. Shankar, Eswaran Perumal, Prayag Tiwari, Mohammad Shorfuzzaman, Deepak Gupta
Deep learning and evolutionary intelligence with fusion-based feature extraction for detection of COVID-19 from chest X-ray images. Multim. Syst. 28 (4) (2022)
Mehak Sheikh, Muhammad Adeel Asghar, Ruqia Bibi, Muhammad Noman Malik, Mohammad Shorfuzzaman, Raja Majid Mehmood, Sun-Hee Kim
DFT-Net: Deep Feature Transformation Based Network for Object Categorization and Part Segmentation in 3-Dimensional Point Clouds. Sensors 22 (7) (2022)
Marcin Wozniak, Andrzej Sikora, Adam Zielonka, Kuljeet Kaur, M. Shamim Hossain, Mohammad Shorfuzzaman
Heuristic Optimization of Multipulse Rectifier for Reduced Energy Consumption. IEEE Trans. Ind. Informatics 18 (8) (2022)
Mohammad Shorfuzzaman
An explainable stacked ensemble of deep learning models for improved melanoma skin cancer detection. Multim. Syst. 28 (4) (2022)
Madiha Javeed, Mohammad Shorfuzzaman, Nawal Alsufyani, Samia Allaoua Chelloug, Ahmad Jalal, Jeongmin Park
Physical human locomotion prediction using manifold regularization. PeerJ Comput. Sci. 8 (2022)
Fahima Hajjej, Madiha Javeed, Amel Ksibi, Mohammed Alarfaj, Khaled Alnowaiser, Ahmad Jalal, Nawal Alsufyani, Mohammad Shorfuzzaman, Jeongmin Park
Deep Human Motion Detection and Multi-Features Analysis for Smart Healthcare Learning Tools. IEEE Access 10 (2022)
Abdullah Alghamdi, Jiang Zhu, Guocai Yin, Mohammad Shorfuzzaman, Nawal Alsufyani, Sultan Alyami, Sujit Biswas
Blockchain Empowered Federated Learning Ecosystem for Securing Consumer IoT Features Analysis. Sensors 22 (18) (2022)
Geeitha Senthilkumar, Jothilakshmi Ramakrishnan, Jaroslav Frnda, Manikandan Ramachandran, Deepak Gupta, Prayag Tiwari, Mohammad Shorfuzzaman, Mazin Abed Mohammed
Incorporating Artificial Fish Swarm in Ensemble Classification Framework for Recurrence Prediction of Cervical Cancer. IEEE Access 9 (2021)
Sheng Miao, Chen Shen, Xiaochen Feng, Qixiu Zhu, Mohammad Shorfuzzaman, Zhihan Lv
Upper Limb Rehabilitation System for Stroke Survivors Based on Multi-Modal Sensors and Machine Learning. IEEE Access 9 (2021)
Muhammad Adeel Asghar, Muhammad Jamil Khan, Humayun Shahid, Mohammad Shorfuzzaman, Neal Naixue Xiong, Raja Majid Mehmood
Semi-Skipping Layered Gated Unit and Efficient Network: Hybrid Deep Feature Selection Method for Edge Computing in EEG-Based Emotion Classification. IEEE Access 9 (2021)
Mohammad Shorfuzzaman, M. Shamim Hossain
-shot diagnosis of COVID-19 patients. Pattern Recognit. 113 (2021)
Ahmed I. Iskanderani, Ibrahim Mustafa Mehedi, Abdulah Jeza Aljohani, Mohammad Shorfuzzaman, Farzana Akhter, Thangam Palaniswamy, Shaikh Abdul Latif, Abdul Latif, Rahtul Jannat
Artificial Intelligence-Based Deep Fusion Model for Pan-Sharpening of Remote Sensing Images. Comput. Intell. Neurosci. 2021 (2021)
Zhiyuan Chen, Waleed Mahmoud Soliman, Amril Nazir, Mohammad Shorfuzzaman
Variational Autoencoders and Wasserstein Generative Adversarial Networks for Improving the Anti-Money Laundering Process. IEEE Access 9 (2021)
Ahmed I. Iskanderani, Ibrahim Mustafa Mehedi, Abdulah Jeza Aljohani, Mohammad Shorfuzzaman, Farzana Akther, Thangam Palaniswamy, Shaikh Abdul Latif, Abdul Latif
Artificial Intelligence-Based Digital Image Steganalysis. Secur. Commun. Networks 2021 (2021)
Sheng Miao, Yukun Dang, Qixiu Zhu, Sudong Li, Mohammad Shorfuzzaman, Haibin Lv
A Novel Approach for Upper Limb Functionality Assessment Based on Deep Learning and Multimodal Sensing Data. IEEE Access 9 (2021)
Mohammad Shorfuzzaman, M. Shamim Hossain, Abdulmotaleb El-Saddik
An Explainable Deep Learning Ensemble Model for Robust Diagnosis of Diabetic Retinopathy Grading. ACM Trans. Multim. Comput. Commun. Appl. 17 (3s) (2021)
Nonita Sharma, Monika Mangla, Sachi Nandan Mohanty, Deepak Gupta, Prayag Tiwari, Mohammad Shorfuzzaman, Majdi Rawashdeh
A smart ontology-based IoT framework for remote patient monitoring. Biomed. Signal Process. Control. 68 (2021)
Dongsheng Wang, Prayag Tiwari, Mohammad Shorfuzzaman, Ingo Schmitt
Deep neural learning on weighted datasets utilizing label disagreement from crowdsourcing. Comput. Networks 196 (2021)
Zain-Ul-Abdin, Tahir Mahmood, Mohammad Shorfuzzaman, Neal N. Xiong, Raja Majid Mehmood
Aiding Prosumers by Solar Cell Parameter Optimization Using a Hybrid Technique for Achieving Near Realistic P-V Characteristics. IEEE Access 8 (2020)
Mohammad Shorfuzzaman
Detection of cyber attacks in IoT using tree-based ensemble and feedforward neural network. SMC (2020)
Mehedi Masud, Hesham Alhumyani, Sultan S. Alshamrani, Omar Cheikhrouhou, Saleh Ibrahim, Ghulam Muhammad, M. Shamim Hossain, Mohammad Shorfuzzaman
Leveraging Deep Learning Techniques for Malaria Parasite Detection Using Mobile Application. Wirel. Commun. Mob. Comput. 2020 (2020)
Mohammad Shorfuzzaman, M. Shamim Hossain, Amril Nazir, Ghulam Muhammad, Atif Alamri
Harnessing the power of big data analytics in the cloud to support learning analytics in mobile learning environment. Comput. Hum. Behav. 92 (2019)
Mohammad Shorfuzzaman
Leveraging cloud based big data analytics in knowledge management for enhanced decision making in organizations. CoRR (2017)
Majdi Rawashdeh, Mohammad Shorfuzzaman, Abdel Monim Artoli, M. Shamim Hossain, Ahmed Ghoneim
Mining tag-clouds to improve social media recommendation. Multim. Tools Appl. 76 (20) (2017)
Mohammad Shorfuzzaman, Musaed A. Alhussein
Modeling Learners' Readiness to Adopt Mobile Learning: A Perspective from a GCC Higher Education Institution. Mob. Inf. Syst. 2016 (2016)
Mohammad Shorfuzzaman, Abdulhameed Alelaiwi, Mehedi Masud, Mohammad Mehedi Hassan, M. Shamim Hossain
Usability of a cloud-based collaborative learning framework to improve learners' experience. Comput. Hum. Behav. 51 (2015)
Abdulhameed Alelaiwi, Abdullah S. Alghamdi, Mohammad Shorfuzzaman, Majdi Rawashdeh, M. Shamim Hossain, Ghulam Muhammad
Enhanced engineering education using smart class environment. Comput. Hum. Behav. 51 (2015)
Mohammad Shorfuzzaman
Access-Efficient QoS-Aware Data Replication to Maximize User Satisfaction in Cloud Computing Environments. PDCAT (2014)
Mohammad Shorfuzzaman, Peter Graham, M. Rasit Eskicioglu
Allocating replicas in large-scale data grids using a QoS-aware distributed technique with workload constraints. Int. J. Grid Util. Comput. 3 (2/3) (2012)
Mohammad Shorfuzzaman, Peter Graham, M. Rasit Eskicioglu
QoS-Aware Distributed Replica Placement in Hierarchical Data Grids. AINA (2011)
Mohammad Shorfuzzaman, Peter Graham, M. Rasit Eskicioglu
Distributed Placement of Replicas in Hierarchical Data Grids with User and System QoS Constraints. 3PGCIC (2011)
Mohammad Shorfuzzaman, Peter Graham, M. Rasit Eskicioglu
Adaptive popularity-driven replica placement in hierarchical data grids. J. Supercomput. 51 (3) (2010)
Mohammad Shorfuzzaman, Peter Graham, M. Rasit Eskicioglu
Distributed Popularity Based Replica Placement in Data Grid Environments. PDCAT (2010)
Mohammad Shorfuzzaman, M. Rasit Eskicioglu, Peter C. J. Graham
In-Network Adaptation of Video Streams Using Network Processors. Adv. Multim. 2009 (2009)
Mohammad Shorfuzzaman, Peter Graham, M. Rasit Eskicioglu
Popularity-Driven Dynamic Replica Placement in Hierarchical Data Grids. PDCAT (2008)
Mohammad Shorfuzzaman, M. Rasit Eskicioglu, Peter C. J. Graham
Video Transcoding Using Network Processors to Support Dynamically Adaptive Video Multicast. AINA (1) (2006)
Mohammad Shorfuzzaman, M. Rasit Eskicioglu, Peter C. J. Graham
Architectures for Network Processors: Key Features, Evaluation, and Trends. Communications in Computing (2004)