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Sami Azam
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Journal Articles
- 2024
- [j45]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: 4730-4744 (2024) - [j44]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: 26839-26874 (2024) - [j43]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: 99282-99307 (2024) - [j42]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): 2075-2097 (2024) - [j41]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: 200404 (2024) - [j40]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: 200422 (2024) - [j39]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): 37 (2024) - [j38]Pritika
, Bharanidharan Shanmugam
, Sami Azam
:
Risk Evaluation and Attack Detection in Heterogeneous IoMT Devices Using Hybrid Fuzzy Logic Analytical Approach. Sensors 24(10): 3223 (2024) - 2023
- [j37]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: 396-409 (2023) - [j36]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: 16376-16395 (2023) - [j35]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: 42361-42388 (2023) - [j34]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: 93048-93063 (2023) - [j33]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: 114497-114508 (2023) - [j32]Mohammed Rezwanul Islam
, Sami Azam
, Bharanidharan Shanmugam
, Deepika Mathur
:
An Intelligent IoT and ML-Based Water Leakage Detection System. IEEE Access 11: 123625-123649 (2023) - [j31]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: 106646 (2023) - [j30]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): 30 (2023) - [j29]Zenith Dewamuni
, Bharanidharan Shanmugam
, Sami Azam
, Suresh Thennadil
:
Bibliometric Analysis of IoT Lightweight Cryptography. Inf. 14(12): 635 (2023) - [j28]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: 200233 (2023) - [j27]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: 200262 (2023) - [j26]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: 200279 (2023) - [j25]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): 36 (2023) - [j24]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): 61 (2023) - [j23]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): 5174 (2023) - [j22]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): 386 (2023) - 2022
- [j21]Abdullah Al Mamun
, Sami Azam
, Clémentine Gritti
:
Blockchain-Based Electronic Health Records Management: A Comprehensive Review and Future Research Direction. IEEE Access 10: 5768-5789 (2022) - [j20]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: 60039-60059 (2022) - [j19]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: 107177-107201 (2022) - [j18]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): 177 (2022) - [j17]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: 200147 (2022) - [j16]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): 3722-3731 (2022) - [j15]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): 62 (2022) - [j14]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: 1-15 (2022) - [j13]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): 4032 (2022) - 2021
- [j12]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: 19304-19326 (2021) - [j11]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: 33438-33463 (2021) - [j10]Khizir Mahmud
, Sami Azam
, Asif Karim
, S. M. Zobaed, Bharanidharan Shanmugam
, Deepika Mathur
:
Machine Learning Based PV Power Generation Forecasting in Alice Springs. IEEE Access 9: 46117-46128 (2021) - [j9]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: 66282-66308 (2021) - [j8]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: 126481-126501 (2021) - [j7]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: 135186-135209 (2021) - [j6]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: 165667-165689 (2021) - [j5]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): 1-22 (2021) - 2020
- [j4]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: 154759-154788 (2020) - 2019
- [j3]Asif Karim
, Sami Azam
, Bharanidharan Shanmugam
, Krishnan Kannoorpatti
, Mamoun Alazab
:
A Comprehensive Survey for Intelligent Spam Email Detection. IEEE Access 7: 168261-168295 (2019) - [j2]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): 209 (2019) - [j1]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: 5747136:1-5747136:14 (2019)
Conference and Workshop Papers
- 2023
- [c23]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: 539-545 - [c22]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: 1-9 - [c21]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: 111-116 - 2022
- [c20]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: 1279-1288 - [c19]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: 1297-1308 - [c18]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: 1527-1537 - [c17]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: 9-18 - [c16]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: 46-53 - [c15]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: 12-22 - [c14]Lyell Embery, Eva Ignatious
, Sami Azam, Miriam Jonkman, Friso De Boer
:
Balance Graphs: An Aid for Studying Convolutional Neural Networks. SNPD 2022: 132-139 - 2021
- [c13]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: 223-228 - [c12]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: 14-20 - [c11]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: 1-8 - [c10]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: 467-477 - [c9]Thimothy Miles, Eva Ignatious
, Sami Azam, Mirjam Jonkman, Friso De Boer
:
Mathematically Modelling the Brain Response to Auditory Stimulus. TENCON 2021: 151-156 - 2019
- [c8]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: 22-29 - [c7]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: 47-55 - 2018
- [c6]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: 443-453 - 2017
- [c5]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: 418-429 - [c4]Kushal Gurung, Sami Azam
, Bharanidharan Shanmugam
, Krishnan Kannoorpatti
, Mirjam Jonkman
, Arasu Balasubramaniam:
A Novel Approach for Steganography App in Android OS. ISDA 2017: 442-450 - 2013
- [c3]N. Williams, Kheng Cher Yeo, Sami Azam
:
Cost effective analysis of web based transmission. CIComms 2013: 72-78 - 2011
- [c2]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: 725-729 - [c1]Sami Azam
, Travis Brown, Mirjam Jonkman
, Friso De Boer
:
An acquisition method for the MLR of auditory evoked potentials. BMEI 2011: 1036-1040
Informal and Other Publications
- 2024
- [i2]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 abs/2406.17051 (2024) - 2023
- [i1]Md. Rafi Ur Rashid, Sami Azam, Mirjam Jonkman:
Feature Extraction Using Deep Generative Models for Bangla Text Classification on a New Comprehensive Dataset. CoRR abs/2308.13545 (2023)
Coauthor Index
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