Sami Azam

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 70

Top Topics

Top Venues

Intell. Syst. Appl.

Publications

Niful Islam, Khan Md. Hasib, Fahmida Akter Joti, Asif Karim, Sami Azam
Leveraging Knowledge Distillation for Lightweight Skin Cancer Classification: Balancing Accuracy and Computational Efficiency. CoRR (2024)
Mohaimenul Azam Khan Raiaan, Md. Saddam Hossain Mukta, Kaniz Fatema, Nur Mohammad Fahad, Sadman Sakib, Most Marufatul Jannat Mim, Jubaer Ahmad, Mohammed Eunus Ali, Sami Azam
A Review on Large Language Models: Architectures, Applications, Taxonomies, Open Issues and Challenges. IEEE Access 12 (2024)
Abhijith Reddy Beeravolu, Ian Brent Masters, Mirjam Jonkman, Kheng Cher Yeo, Spyridon Prountzos, Rahul J. Thomas, Eva Ignatious, Sami Azam, Gabrielle McCallum, Efthymia Alexopoulou, Anne B. Chang, Friso De Boer
Methods to Measure the Broncho-Arterial Ratio and Wall Thickness in the Right Lower Lobe for Defining Radiographic Reversibility of Bronchiectasis. CoRR (2024)
Pritika, Bharanidharan Shanmugam, Sami Azam
Risk Evaluation and Attack Detection in Heterogeneous IoMT Devices Using Hybrid Fuzzy Logic Analytical Approach. Sensors 24 (10) (2024)
Md. Saddam Hossain Mukta, Jubaer Ahmed, Mohaimenul Azam Khan Raiaan, Nur Mohammad Fahad, Muhammad Nazrul Islam, Nafiz Imtiaz, Md. Adnanul Islam, Mohammed Eunus Ali, Sami Azam
Behavior Based Group Recommendation from Social Media Dataset by Using Deep Learning and Topic Modeling. SN Comput. Sci. 5 (6) (2024)
Abhijith Reddy Beeravolu, Mirjam Jonkman, Sami Azam, Friso De Boer
Improving ICD coding using Chapter based Named Entities and Attentional Models. CoRR (2024)
Md. Awlad Hossen Rony, Kaniz Fatema, Mohaimenul Azam Khan Raiaan, Md. Mehedi Hassan, Sami Azam, Asif Karim, Mirjam Jonkman, Jemima Beissbarth, Friso De Boer, Sheikh Mohammed Shariful Islam, Amanda Leach
Artificial Intelligence-Driven Advancements in Otitis Media Diagnosis: A Systematic Review. IEEE Access 12 (2024)
Md Al Amin Sarker, Bharanidharan Shanmugam, Sami Azam, Suresh Thennadil
Enhancing smart grid load forecasting: An attention-based deep learning model integrated with federated learning and XAI for security and interpretability. Intell. Syst. Appl. 23 (2024)
Lei Zhou, Chuanlin Liu, Amit Yadav, Sami Azam, Asif Karim
An image quality assessment method based on edge extraction and singular value for blurriness. Mach. Vis. Appl. 35 (3) (2024)
Mohammed Rezwanul Islam, Sami Azam, Bharanidharan Shanmugam, Deepika Mathur
Leak detection and localization in underground water supply system using thermal imaging and geophone signals through machine learning. Intell. Syst. Appl. 23 (2024)
Eric Hilario, Sami Azam, Jawahar Sundaram, Khwaja Imran Mohammed, Bharanidharan Shanmugam
Generative AI for pentesting: the good, the bad, the ugly. Int. J. Inf. Sec. 23 (3) (2024)
Abhijith Reddy Beeravolu, Sami Azam, Mirjam Jonkman, Ian Brent Masters, Rahul J. Thomas, Anne B. Chang, Gabrielle McCallum, Friso De Boer
Methods for Detection and Measurement of Potential Broncho-Arterial Pairs in Chest Computed Tomography Scans of Children. IEEE Access 12 (2024)
Sami Azam, Sidratul Montaha, A. K. M. Rakibul Haque Rafid, Asif Karim, Mirjam Jonkman, Friso De Boer, Gabrielle McCallum, Ian Brent Masters, Anne B. Chang
Pixel-level image analysis to derive the broncho-artery (BA) ratio employing HRCT scans: A computer-aided approach. Intell. Syst. Appl. 20 (2023)
Humaira Noor, Niful Islam, Md. Saddam Hossain Mukta, Nur Shazwani Binti Kamarudin, Mohaimenul Azam Khan Raiaan, Sami Azam
Determining the Optimal Number of GAT and GCN Layers for Node Classification in Graph Neural Networks. ICSECS (2023)
Md. Rafi Ur Rashid, Sami Azam, Mirjam Jonkman
Feature Extraction Using Deep Generative Models for Bangla Text Classification on a New Comprehensive Dataset. CoRR (2023)
Khan Md. Hasib, Sami Azam, Asif Karim, Ahmed Al Marouf, F. M. Javed Mehedi Shamrat, Sidratul Montaha, Kheng Cher Yeo, Mirjam Jonkman, Reda Alhajj, Jon G. Rokne
MCNN-LSTM: Combining CNN and LSTM to Classify Multi-Class Text in Imbalanced News Data. IEEE Access 11 (2023)
F. M. Javed Mehedi Shamrat, Shamima Akter, Sami Azam, Asif Karim, Pronab Ghosh, Zarrin Tasnim, Khan Md. Hasib, Friso De Boer, Kawsar Ahmed
AlzheimerNet: An Effective Deep Learning Based Proposition for Alzheimer's Disease Stages Classification From Functional Brain Changes in Magnetic Resonance Images. IEEE Access 11 (2023)
Rida Zahra, Afifa Shehzadi, Muhammad Imran Sharif, Asif Karim, Sami Azam, Friso De Boer, Mirjam Jonkman, Mehwish Mehmood
Camera-based interactive wall display using hand gesture recognition. Intell. Syst. Appl. 19 (2023)
Sidratul Montaha, Sami Azam, A. K. M. Rakibul Haque Rafid, Md. Zahid Hasan, Asif Karim
Brain Tumor Segmentation from 3D MRI Scans Using U-Net. SN Comput. Sci. 4 (4) (2023)
Sami Azam, Sidratul Montaha, Kayes Uddin Fahim, A. K. M. Rakibul Haque Rafid, Md. Saddam Hossain Mukta, Mirjam Jonkman
Using feature maps to unpack the CNN 'Black box' theory with two medical datasets of different modality. Intell. Syst. Appl. 18 (2023)
Abdul Muiz Fayyaz, Muhammad Imran Sharif, Sami Azam, Asif Karim, Jamal El-Den
Analysis of Diabetic Retinopathy (DR) Based on the Deep Learning. Inf. 14 (1) (2023)
Mohammed Rezwanul Islam, Sami Azam, Bharanidharan Shanmugam, Deepika Mathur
An Intelligent IoT and ML-Based Water Leakage Detection System. IEEE Access 11 (2023)
Md. Saddam Hossain Mukta, Jubaer Ahmad, Mohaimenul Azam Khan Raiaan, Salekul Islam, Sami Azam, Mohammed Eunus Ali, Mirjam Jonkman
An Investigation of the Effectiveness of Deepfake Models and Tools. J. Sens. Actuator Networks 12 (4) (2023)
Zenith Dewamuni, Bharanidharan Shanmugam, Sami Azam, Suresh Thennadil
Bibliometric Analysis of IoT Lightweight Cryptography. Inf. 14 (12) (2023)
Khan Md. Hasib, Md. Atiqur Rahman, Mustavi Ibne Masum, Friso De Boer, Sami Azam, Asif Karim
Bengali News Abstractive Summarization: T5 Transformer and Hybrid Approach. DICTA (2023)
Mohaimenul Azam Khan Raiaan, Kaniz Fatema, Inam Ullah Khan, Sami Azam, Md. Rafi Ur Rashid, Md. Saddam Hossain Mukta, Mirjam Jonkman, Friso De Boer
A Lightweight Robust Deep Learning Model Gained High Accuracy in Classifying a Wide Range of Diabetic Retinopathy Images. IEEE Access 11 (2023)
Md. Shakhaout Hossain, Sami Azam, Asif Karim, Sidratul Montaha, Ryana Quadir, Friso De Boer, Md. Altaf-Ul-Amin
Ergonomic Risk Prediction for Awkward Postures From 3D Keypoints Using Deep Learning. IEEE Access 11 (2023)
Shujahat Ali Khan, Jawahar Sundaram, Mario Palendeng, Sami Azam, Bharanidharan Shanmugam
Simulation of IoT-based Smart City of Darwin: Leading Cyber Attacks and Prevention Techniques. ICCCNT (2023)
Farida Habib Semantha, Sami Azam, Bharanidharan Shanmugam, Kheng Cher Yeo
PbDinEHR: A Novel Privacy by Design Developed Framework Using Distributed Data Storage and Sharing for Secure and Scalable Electronic Health Records Management. J. Sens. Actuator Networks 12 (2) (2023)
Serkan Akbulut, Farida Habib Semantha, Sami Azam, Iris Cathrina Abacan Pilares, Mirjam Jonkman, Kheng Cher Yeo, Bharanidharan Shanmugam
Designing a Private and Secure Personal Health Records Access Management System: A Solution Based on IOTA Distributed Ledger Technology. Sensors 23 (11) (2023)
Saddam Al Amin, Md. Saddam Hossain Mukta, Md. Sezan Mahmud Saikat, Md. Ismail Hossain, Md. Adnanul Islam, Mohiuddin Ahmed, Sami Azam
Data Driven Classification of Opioid Patients Using Machine Learning-An Investigation. IEEE Access 11 (2023)
F. M. Javed Mehedi Shamrat, Sami Azam, Asif Karim, Kawsar Ahmed, Francis M. Bui, Friso De Boer
High-precision multiclass classification of lung disease through customized MobileNetV2 from chest X-ray images. Comput. Biol. Medicine 155 (2023)
Lamima Tabassum Ava, Asif Karim, Md. Mehedi Hassan, Fahad Faisal, Sami Azam, A. S. M. Farhan Al Haque, Sadika Zaman
Intelligent Identification of Hate Speeches to address the increased rate of Individual Mental Degeneration. CENTERIS/ProjMAN/HCist (2022)
Shorove Tajmen, Asif Karim, Aunik Hasan Mridul, Sami Azam, Pronab Ghosh, Al-Amin Dhaly, Md Nour Hossain
A Machine Learning based Proposition for Automated and Methodical Prediction of Liver Disease. ICCCM (2022)
Mohammed Rezwanul Islam, Sami Azam, Bharanidharan Shanmugam, Deepika Mathur
A Review on Current Technologies and Future Direction of Water Leakage Detection in Water Distribution Network. IEEE Access 10 (2022)
Farhana Yasmin, Md. Mehedi Hassan, Sadika Zaman, Si Thu Aung, Asif Karim, Sami Azam
A Forecasting Prognosis of the Monkeypox Outbreak Based on a Comprehensive Statistical and Regression Analysis. Comput. 10 (10) (2022)
Abdullah Al Mahmud, Asif Karim, Inam Ullah Khan, Pronab Ghosh, Sami Azam, Enamul Haque
A Robust Deep Learning based Framework for High-Precision Detection of Liver Disease. ICCCM (2022)
Md. Mehedi Hassan, Asif Karim, Swarnali Mollick, Sami Azam, Eva Ignatious, A. S. M. Farhan Al Haque
An Apriori Algorithm-Based Association Rule Analysis to detect Human Suicidal Behaviour. CENTERIS/ProjMAN/HCist (2022)
Sidratul Montaha, Sami Azam, A. K. M. Rakibul Haque Rafid, Md. Zahid Hasan, Asif Karim, Ashraful Islam
TimeDistributed-CNN-LSTM: A Hybrid Approach Combining CNN and LSTM to Classify Brain Tumor on 3D MRI Scans Performing Ablation Study. IEEE Access 10 (2022)
Mostafa Hamadi, Jamal El-Den, Sami Azam, Narumon Cherry Sriratanaviriyakul
Integrating social media as cooperative learning tool in higher education classrooms: An empirical study. J. King Saud Univ. Comput. Inf. Sci. 34 (6 Part B) (2022)
Talha Ilyas, Zubaer Ibna Mannan, Abbas Khan, Sami Azam, Hyongsuk Kim, Friso De Boer
TSFD-Net: Tissue specific feature distillation network for nuclei segmentation and classification. Neural Networks 151 (2022)
Abdullah Al Mamun, Sami Azam, Clémentine Gritti
Blockchain-Based Electronic Health Records Management: A Comprehensive Review and Future Research Direction. IEEE Access 10 (2022)
Iris Cathrina Abacan Pilares, Sami Azam, Serkan Akbulut, Mirjam Jonkman, Bharanidharan Shanmugam
Addressing the Challenges of Electronic Health Records Using Blockchain and IPFS. Sensors 22 (11) (2022)
Irrai Anbu Jayaraj, Bharanidharan Shanmugam, Sami Azam, Ganthan Narayana Samy
A Systematic Review of Radio Frequency Threats in IoMT. J. Sens. Actuator Networks 11 (4) (2022)
Ishita Haque, Rudaiba Adnin, Sadia Afroz, Faria Huq, Sazan Mahbub, Sami Azam, A. B. M. Alim Al Islam
Citadel: An Automated Abuse Detection System to Detect And Prevent Abusive Behaviors over Emails. NSysS (2022)
Sara Dhakal, Sami Azam, Khan Md. Hasib, Asif Karim, Mirjam Jonkman, A. S. M. Farhan Al Haque
Dementia Prediction Using Machine Learning. CENTERIS/ProjMAN/HCist (2022)
Inam Ullah Khan, Sami Azam, Sidratul Montaha, Abdullah Al Mahmud, A. K. M. Rakibul Haque Rafid, Md. Zahid Hasan, Mirjam Jonkman
An effective approach to address processing time and computational complexity employing modified CCT for lung disease classification. Intell. Syst. Appl. 16 (2022)
Lyell Embery, Eva Ignatious, Sami Azam, Miriam Jonkman, Friso De Boer
Balance Graphs: An Aid for Studying Convolutional Neural Networks. SNPD (2022)
Linta Antony, Sami Azam, Eva Ignatious, Ryana Quadir, Abhijith Reddy Beeravolu, Mirjam Jonkman, Friso De Boer
A Comprehensive Unsupervised Framework for Chronic Kidney Disease Prediction. IEEE Access 9 (2021)
Pronab Ghosh, Sami Azam, Mirjam Jonkman, Asif Karim, F. M. Javed Mehedi Shamrat, Eva Ignatious, Shahana Shultana, Abhijith Reddy Beeravolu, Friso De Boer
Efficient Prediction of Cardiovascular Disease Using Machine Learning Algorithms With Relief and LASSO Feature Selection Techniques. IEEE Access 9 (2021)
Pronab Ghosh, Sami Azam, Asif Karim, Mehedi Hassan, Kuber Roy, Mirjam Jonkman
A Comparative Study of Different Machine Learning Tools in Detecting Diabetes. KES (2021)
Khizir Mahmud, Sami Azam, Asif Karim, Sm Zobaed, Bharanidharan Shanmugam, Deepika Mathur
Machine Learning Based PV Power Generation Forecasting in Alice Springs. IEEE Access 9 (2021)
Ritu Biswas, Abhijith Reddy Beeravolu, Asif Karim, Sami Azam, Md. Tanvir Hasan, Md. Soriful Alam, Pronab Ghosh
A Robust Deep Learning based Prediction System of Heart Disease using a Combination of Five Datasets. ICCTA (2021)
Farida Habib Semantha, Sami Azam, Bharanidharan Shanmugam, Kheng Cher Yeo, Abhijith Reddy Beeravolu
A Conceptual Framework to Ensure Privacy in Patient Record Management System. IEEE Access 9 (2021)
Eva Ignatious, Sami Azam, Mirjam Jonkman, Friso De Boer
Study of Correlation Between EEG Electrodes for the Analysis of Cortical Responses Related to Binaural Hearing. IEEE Access 9 (2021)
Abhijith Reddy Beeravolu, Sami Azam, Mirjam Jonkman, Bharanidharan Shanmugam, Krishnan Kannoorpatti, Adnan Anwar
Preprocessing of Breast Cancer Images to Create Datasets for Deep-CNN. IEEE Access 9 (2021)
Pronab Ghosh, Sami Azam, Asif Karim, Mirjam Jonkman, Md. Zahid Hasan
Use of Efficient Machine Learning Techniques in the Identification of Patients with Heart Diseases. ICISDM (2021)
Pronab Ghosh, Sami Azam, Khan Md. Hasib, Asif Karim, Mirjam Jonkman, Adnan Anwar
A Performance Based Study on Deep Learning Algorithms in the Effective Prediction of Breast Cancer. IJCNN (2021)
Asif Karim, Sami Azam, Bharanidharan Shanmugam, Krishnan Kannoorpatti
An Unsupervised Approach for Content-Based Clustering of Emails Into Spam and Ham Through Multiangular Feature Formulation. IEEE Access 9 (2021)
Thimothy Miles, Eva Ignatious, Sami Azam, Mirjam Jonkman, Friso De Boer
Mathematically Modelling the Brain Response to Auditory Stimulus. TENCON (2021)
Mostafa Hamadi, Jamal El-Den, Sami Azam, Narumon Cherry Sriratanaviriyakul
A novel framework for integrating social media as cooperative learning tool in higher education's classrooms. Res. Pract. Technol. Enhanc. Learn. 16 (1) (2021)
Asif Karim, Sami Azam, Bharanidharan Shanmugam, Krishnan Kannoorpatti
Efficient Clustering of Emails Into Spam and Ham: The Foundational Study of a Comprehensive Unsupervised Framework. IEEE Access 8 (2020)
Sanaz Kavianpour, Bharanidharan Shanmugam, Sami Azam, Mazdak Zamani, Ganthan Narayana Samy, Friso De Boer
A Systematic Literature Review of Authentication in Internet of Things for Heterogeneous Devices. J. Comput. Networks Commun. 2019 (2019)
Abdul Jabbar Saleh, Asif Karim, Bharanidharan Shanmugam, Sami Azam, Krishnan Kannoorpatti, Mirjam Jonkman, Friso De Boer
An Intelligent Spam Detection Model Based on Artificial Immune System. Inf. 10 (6) (2019)
Rahul Shokeen, Bharanidharan Shanmugam, Krishnan Kannoorpatti, Sami Azam, Mirjam Jonkman, Mamoun Alazab
Vulnerabilities Analysis and Security Assessment Framework for the Internet of Things. CCC (2019)
Asif Karim, Sami Azam, Bharanidharan Shanmugam, Krishnan Kannoorpatti, Mamoun Alazab
A Comprehensive Survey for Intelligent Spam Email Detection. IEEE Access 7 (2019)
Yuba Raj Panta, Sami Azam, Bharanidharan Shanmugam, Kheng Cher Yeo, Mirjam Jonkman, Friso De Boer, Mamoun Alazab
Improving Accessibility for Mobility Impaired People in Smart City using Crowdsourcing. CCC (2019)
Md. Mahbub Alam, Swapnil Saha, Proshib Saha, Fernaz Narin Nur, Nazmun Nessa Moon, Asif Karim, Sami Azam
D-CARE: A Non-invasive Glucose Measuring Technique for Monitoring Diabetes Patients. IJCCI (2018)
Sylvester Manlangit, Sami Azam, Bharanidharan Shanmugam, Krishnan Kannoorpatti, Mirjam Jonkman, Arasu Balasubramaniam
An Efficient Method for Detecting Fraudulent Transactions Using Classification Algorithms on an Anonymized Credit Card Data Set. ISDA (2017)
Kushal Gurung, Sami Azam, Bharanidharan Shanmugam, Krishnan Kannoorpatti, Mirjam Jonkman, Arasu Balasubramaniam
A Novel Approach for Steganography App in Android OS. ISDA (2017)
N. Williams, Kheng Cher Yeo, Sami Azam
Cost effective analysis of web based transmission. CIComms (2013)
Sami Azam, Travis Brown, Mirjam Jonkman, Friso De Boer
Effect of stimulus phase reversal on the 20-35 Hz frequency component of the AEP. BMEI (2011)
Sami Azam, Travis Brown, Mirjam Jonkman, Friso De Boer
An acquisition method for the MLR of auditory evoked potentials. BMEI (2011)