Publications (64)

2023

High-precision multiclass classification of lung disease through customized MobileNetV2 from chest X-ray images
F.M.J.M. Shamrat, S. Azam, A. Karim, K. Ahmed, F.M. Bui, F. D. Boer
Elsevier: Computers in Biology and Medicine, 106646, 2023
Download

Dementia Prediction Using Machine Learning
S. Dhakal, S. Azam, K.M. Hasib, A. Karim, M. Jonkman, A.S.M.F.A. Haque
Elsevier: Procedia Computer Science (HCi 2022 – Portugal), 219, 1297–1308, 2023
Download

Intelligent Identification of Hate Speeches to Address the Increased Rate of Individual Mental Degeneration
L.T. Ava, A. Karim, M.M. Hassan, F. Faisal, S. Azam, A.S.M.F.A. Haque, S. Zaman
Elsevier: Procedia Computer Science (HCi 2022 – Portugal), 219, 1527–1537, 2023
Download

An Apriori Algorithm-Based Association Rule Analysis to detect Human Suicidal Behaviour
M.M. Hassan, A. Karim, S. Mollick, S. Azam, E. Ignatious, A.S.M.F.A. Haque
Elsevier: Procedia Computer Science (HCi 2022 – Portugal), 219, 1279–1288, 2023
Download

Analysis of Diabetic Retinopathy (DR) Based on the Deep Learning
A.M. Fayyaz, M.I. Sharif, S .Azam, A. Karim, J. El-Den
MDPI: Information 14 (1), 30, 2023
Download

AlzheimerNet: An Effective Deep Learning Based Proposition for Alzheimer’s Disease Stages Classification From Functional Brain Changes in Magnetic Resonance Images
F.M.J.M. Shamrat, S. Akter, S. Azam, A. Karim, P. Ghosh, Z. Tasnim, K.M. Hasib, F. D. Boer, K. Ahmed
IEEE Access 11 (1), 16376-16395, 2023
Download

Automated Detection of Broncho-Arterial Pairs Using CT Scans Employing Different Approaches to Classify Lung Diseases
S. Azam, A.K.M.R.H. Rafid, S. Montaha, A. Karim, M. Jonkman, F. D. Boer
MDPI: Biomedicines 11 (1), 133, 2023
Download

2022

TimeDistributed-CNN-LSTM: A Hybrid Approach Combining CNN and LSTM to Classify Brain Tumor on 3D MRI Scans Performing Ablation Study
S. Montaha, S. Azam, A.K.M.R.H. Rafid, M.Z. Hasan, A. Karim, A. Islam
IEEE Access 10 (1), 60039-60059, 2022
Download

LungNet22: A Fine-Tuned Model for Multiclass Classification and Prediction of Lung Disease Using X-ray Images
F.M.J.M. Shamrat, S. Azam, A. Karim, R. Islam, Z. Tasnim, P. Ghosh, F.D. Boer
Journal of Personalized Medicine (MDPI), 12 (5), 2022
Download

An Image Recognition System of Aboriginal Artefact for Knowledge Sharing using Machine Learning
Y. Ma, A. Karim, A.S.M.F.A. Haque
2022 Eurographics Workshop on Graphics and Cultural Heritage (The Netherlands), 2022
Download

A Forecasting Prognosis of the Monkeypox Outbreak Based on a Comprehensive Statistical and Regression Analysis
F. Yasmin, M. Hassan, S. Zaman, S.T. Aung, A. Karim, S. Azam
MDPI: Computation 10 (10), 177, 2023
Download

LFR Waiter: Arduino Based Android Application Controlled Waiter Robot
K.M. Hasib, M.A. Rahman, M. Tahsin, A. Karim, S. Azam, F.D. Boer
IEEE Region 10 Conference (TENCON ’22) – Hong Kong, 2022
Download

SkinNet-16: A Deep Learning Approach to Identify Benign and Malignant Skin Lesions
P. Ghosh, S. Azam, R. Quadir, A. Karim, F.M. Shamrat, S.K. Bhowmik, M. Jonkman, K.M. Hasib, K. Ahmed
Frontiers in Oncology 12, 1-22, 2022
Download

A Machine Learning based Proposition for Automated and Methodical Prediction of Liver Disease
S. Tajmen, A. Karim, A.H. Mridul, S. Azam, P. Ghosh, A.A. Dhaly, M.N. Hossain
10th ACM Intl. Conference (Japan) on Computer and Communications Management (ICCCM), 2022
Download

Entropy-Based Emotion Recognition from Multichannel EEG Signals Using Artificial Neural Network
S.T. Aung, M. Hassan, M. Brady, Z.I. Mannan, S. Azam, A. Karim, S. Zaman, Y. Wongsawat
Hindawi: Computational Intelligence & Neuroscience, 1-13, 2022
Download

An Effective Ensemble Machine Learning Approach to Classify Breast Cancer Based on Feature Selection and Lesion Segmentation using Preprocessed Mammograms
A.K.M. Rafid, S. Azam, S. Montaha, A. Karim, K.U. Fahim, M. Hasan
MDPI: Biology 11 (11), 1654, 2022
Download

A Robust Deep Learning based Framework for High-Precision Detection of Liver Disease
A.A. Mahmud, A. Karim, I.U. Khan, P. Ghosh, S. Azam, E. Haque
10th ACM Intl. Conference (Japan) on Computer and Communications Management (ICCCM), 2022
Download

MNet-10: A Robust Shallow Convolutional Neural Network Model Performing Ablation Study on Medical Images Assessing the Effectiveness of Applying Optimal Data Augmentation Technique
S. Montaha, S. Azam, A.K.M.H. Rafid, M. Hasan, A. Karim, K.M. Hasib, S.K. Patel, M. Jonkman, Z.I. Mannan
Frontiers in Medicine 9, 1-27, 2022
Download

2021

DeepFakes: Detecting Forged and Synthetic Media Content Using Machine Learning
S.M. Zobaed, M.F. Rabby, M.I. Hossain, E. Hossain, M.S. Hasan, A. Karim, K.M. Hasib
Springer: Artificial Intelligence in Cyber Security: Impact and Implications, 2021
Download

Efficient Prediction of Cardiovascular Disease Using Machine Learning Algorithms with Relief and LASSO Feature Selection Techniques
P. Ghosh, S. Azam, M. Jonkman, A. Karim, F.M.J.M. Shamrat, E. Ignatious, S. Shultana, A.R. Beeravolu, F.D. Boer
IEEE Access 9 (1), 19304-19326, 2021
Download

Robust Deep Learning based Prediction System of Heart Disease using a Combination of Five Datasets
R. Biswas, A.R. Beeravolu, A. Karim, S. Azam, M.T. Hasan, M.S. Alam, P. Ghosh
31st IEEE Intl. Conference (Egypt) on Computer Theory and Applications (ICCTA), 2021
Download

Chronic Renal Disease Prediction using Clinical Data and Different Machine Learning Techniques
M.M.S. Raihan, E. Ahmed, A. Karim, S. Azam, M. Raihan, L. Akter, M.M. Hassan
2nd IEEE Intl. Conference (Turkey) on Informatics and Software Engineering Conference (IISEC), 2021
Download

A Performance Based Study on Deep Learning Algorithms in the Efficient Prediction of Heart Disease
R. Islam, A.R. Beeravolu, M.A.H. Islam, A. Karim, S. Azam, S.A. Mukti
2nd IEEE Intl. Conference (Turkey) on Informatics and Software Engineering Conference (IISEC), 2021
Download

Identifying Long-Term Deposit Customers: A Machine Learning Approach
M.A.T. Rony, M.M. Hassan, E. Ahmed, A. Karim, S. Azam, D.S.A.A. Reza
2nd IEEE Intl. Conference (Turkey) on Informatics and Software Engineering Conference (IISEC), 2021
Download

A Comparative Study of Different Machine Learning Tools in Detecting Diabetes
P. Ghosh, S. Azam, A. Karim, M. Hassan, K. Roy, M. Jonkman
Elsevier: Procedia Computer Science (KES 2021 – Poland), 2021
Download

A Performance Based Study on Deep Learning Algorithms in the Effective Prediction of Breast Cancer
P. Ghosh, S. Azam, K.M. Hasib, A. Karim, M. Jonkman, A. Anwar
IEEE Intl. Joint Conference (China) on Neural Networks (IJCNN), 2021
Download

COVID-19 Detection Using Deep Learning Algorithm on Chest X-ray Images
S. Akter, F.M.J.M. Shamrat, S. Chakraborty, A. Karim, S. Azam
Biology (MDPI), 10 (11), 2021
Download

Deep Learning Predictive Model for Colon Cancer Patient Using CNN-based Classification
Z. Tasnim, S. Chakraborty, F.M.J.M. Shamrat, A.N. Chowdhury, A. Karim, H.A. Nuha, S. B. Zahir, M. Billah
International Journal of Advanced Computer Science and Applications, 12(8), 2021
Download

Use of Efficient Machine Learning Techniques in the Identification of Patients with Heart Diseases
P. Ghosh, S. Azam, A. Karim, M. Jonkman, M.Z. Hasan
5th ACM Intl. Conference (USA) on Information System and Data Mining (ICISDM), 2021
Download

Expert Cancer Model Using Supervised Algorithms with a LASSO Selection Approach
P. Ghosh, A. Karim, S.T. Atik, S. Afrin, M. Saifuzzaman
International Journal of Electrical and Computer Engineering (IJECE), 11 (3), 2021
Download

Smart Electrification of Rural Bangladesh through Smart Grids
D. Debnath, A.H. Siddique, M. Hasan, F. Faisal, A. Karim, S. Azam, F.D. Boer
Springer: Sustainable Communication Networks and Application (SCNA), Vol. 55, 2021
Download

An Unsupervised Approach for Content-based Clustering of Emails into Spam and Ham through Multiangular Feature Formulation
A. Karim, S. Azam, B. Shanmugam, K. Kannoorpatti
IEEE Access 9 (1), 1535186-135209, 2021
Download

Cognitive Learning Environment and Classroom Analytics (CLECA)
M.A. Karim, A. Karim, S. Azam, E. Ahmed, F.D. Boer, A. Islam, F.N. Nur
Springer: Innovative Data Communication Technologies And Application (IDCTA), Vol. 59, 2021
Download

Machine Learning Based PV Power Generation Forecasting in Alice Springs
K. Mahmud, S. Azam, A. Karim, S.M. Zobaed, B. Shanmugam, D. Mathur
IEEE Access 9 (1), 46117-46128, 2021
Download

Analysis of Lemon Company’s Cross-Border E-Commerce Logistics Distribution Mode Selection
L.Q. Hu, A. Yadav, H. Liu, S. Azam, A. Karim, B. Shanmugam, A.H. Siddique, M. Hasan
10th IEEE Intl. Conference (Hungary) on Logistics, Informatics and Service Sciences, 2021
Download

Applying Big Data Analytics in DDoS Forensics- Challenges and Opportunities
A.G. Sarmento, K.C. Yeo, S. Azam, A. Karim, A.A. Mamun, B. Shanmugam
Springer: Cybersecurity, Privacy and Freedom Protection in the Connected World, Vol. 1, 2021
Download

Mitigating the Latency Induced Delay in IP Telephony through an Enhanced De-Jitter Buffer
A. Karim, E. Ahmed, S. Azam, B. Shanmugam, P. Ghosh
Springer: Lecture Notes on Data Engineering and Communications Technologies (LNDECT), Vol. 1, 2021
Download

2020

A Combined Framework of InterPlanetary File System and Blockchain to Securely Manage Electronic Health Records
A.A. Mamun, M.U.F. Jahangir, S. Azam, M.S. Kaiser, A. Karim
Springer: Advances in Intelligent Systems and Computing (AISC), Vol. 1309, 2020
Download

A Comparative Study of Different Deep Learning Model for Recognition of Handwriting Digits
P. Ghosh, A.A. Anjum, A. Karim, M.S. Junayed, M.Z. Hasan, K.M. Hasib, A.N.B. Emran
Intl. Elsevier Conference (India) on IoT Based Control Networks & Intelligent Systems – SSRN (3769231) (ICICNIS), 2020
Download

A Framework to Address Security Concerns in Three Layers of IoT
A. Jose, S. Azam, A. Karim, B. Shanmugam, F. Faisal, A. Islam, F.D. Boer, M. Jonkman
2nd IEEE Intl. (Malaysia) Conference on Electrical, Control and Instrumentation Engineering (ICECIE), 2020
Download

Smart Parking Mangement System to Reduce Congestion in Urban Area
M.R. Islam, S. Azam, B. Shanmugam, A. Karim, J. El-Den, F.D. Boer, M. Jonkman
2nd IEEE Intl. (Malaysia) Conference on Electrical, Control and Instrumentation Engineering (ICECIE), 2020
Download

Efficient Clustering of Emails into Spam and Ham: The Foundational Study of a Comprehensive Unsupervised Framework
A. Karim, S. Azam, B. Shanmugam, K. Kannoorpatti
IEEE Access 8 (1), 154759-154788, 2020
Download

Modern Tree Plantation System Based on IoT
M.H. Bithi, F.Faisal, A. Karim, S. Azam, B. Shanmugam, R. Lakshmiganthan
4th IEEE Intl. Conference (India) On I-SMAC (IoT In Social, Mobile, Analytics And Cloud), 2020
Download

Low Cost Voltage and Current Measurement Technique using ATmega328p
F. Faisal, A. Karim, M.Z. Hasan, B. Shanmugam, M. Mahdi, N.N. Moon
4th IEEE Intl. Conference (India) On I-SMAC (IoT In Social, Mobile, Analytics And Cloud), 2020
Download

An Automated System in ATM Booth Using Face Encoding and Emotion Recognition Process
A.I. Chowdhury, M.M. Shahriar, A. Islam, E. Ahmed, A. Karim, M.R. Islam
2nd ACM Intl. Conference (Thailand) on Image Processing and Machine Vision (IPMV), 2020
Download

A Novel IoT Based Accident Detection and Rescue System
P. Karmokar, S. Bairagi, A. Mondal, F.N. Nur, N.N. Moon, A. Karim, K.C. Yeo
3rd IEEE Intl. Conference (India) on Smart Systems and Inventive Technology (ICSSIT), 2020
Download

Intrusion Detection System for the Internet of Things Based on Blockchain and Multi-Agent Systems
C. Liang, B. Shanmugam, S. Azam, A. Karim, A. Islam, M. Zamani, S. Kavianpour, N.B. Idris
Electronics (MDPI), 9 (7), 2020
Download

Empirical Study of Password Strength Meter Design
Y. Yang, K.C. Yeo, S. Azam, A. Karim, R. Ahammad, R. Mahmud
5th IEEE Intl. Conference (India) On Communication And Electronics Systems (ICCES), 2020
Download

A Proposition for a Low-Cost Effective Attendance Management System
M.J. Alam, F. Faisal, A. Karim, S. Azam, B. Shanmugam, K.C. Yeo
5th IEEE Intl. Conference (India) On Communication And Electronics Systems (ICCES), 2020
Download

An Investigation Into The Level of Valence Offered By Different Pointing Devices Against Challenging Tasks
E. Ahmed, A. Islam, M. Ashraf, M.I. Khan, A.I. Chowdhury, A. Karim
12th IEEE Intl. Conference (Indonesia) On Advanced Computer Science and Information System (ICACSIS), 2020
Download

2019

A Comprehensive Survey for Intelligent Spam Email Detection
A. Karim, S. Azam, B. Shanmugam, K. Kannoorpatti, M. Alazab
IEEE Access 7 (1), 168261-168295, 2019
Download

Using Blockchain Technology for File Synchronization
M.D.I. Khan, F. Faisal, S. Azam, A. Karim, B. Shanmugam, F.D. Boer
Materials Science and Engineering (IOP), 561, 2019
Download

An Overview of Blockchain Applications and Attacks
R.R. Vokerla, B. Shanmugam, S. Azam, A. Karim, F.D. Boer, M. Jonkman, F. Faisal
2019 IEEE Intl. Conference (India) on Vision Towards Emerging Trends in Communication and Networking (ViTECoN), 2019
Download

AcneNet – A Deep CNN Based Classification Approach for Acne Classes
M.S. Junayed, A.A. Jeny, S.T. Atik, N. Neehal, A. Karim, S. Azam, B. Shanmugam
12th IEEE Intl. Conference (Indonesia) on Information & Communication Technology and System (lCTS), 2019
Download

D-CARE: A Non-invasive Glucose Measuring Technique for Monitoring Diabetes Patients
M.M. Alam, S. Saha, P. Saha, F.N. Nur, N.N. Moon, A. Karim, S. Azam
Springer: Algorithms for Intelligent Systems, Vol. 1, 2019
Download

Shot-Net: A Convolutional Neural Network for Classifying Different Cricket Shots
F.A. Ahmed, M.S. Islam, A. Karim, N. Neehal
Springer: Communications in Computer and Information Science (CCIS), Vol. 1035, 2019
Download

An Intelligent Spam Detection Model Based on Artificial Immune System
A.J. Saleh, A. Karim, B. Shanmugam, S. Azam, K. Kannoorpatti, M. Jonkman, F.D. Boer
Information (MDPI), 10 (6), 2019
Download

Priority-Based Offloading and Caching in Mobile Edge Cloud
F.N. Nur, S. Islam, N.N. Moon, A. Karim, S. Azam, B. Shanmugam
Journal of Communications Software and Systems (JCOMSS) 15 (2), 2019
Download

An Intelligent and Secured Tracking System for Monitoring School Bus
A. Ahmed, M.M.R. Parvez, M.H. Hasan, F.N. Nur, N.N. Moon, A. Karim, S. Azam, B. Shanmugam, M. Jonkman
2019 IEEE Intl. Conference (India) on Computer Communication and Informatics (ICCCI), 2019
Download

Analysis of Complex Networks for Security Issues using Attack Graph
T. Musa, K.C. Yeo, S. Azam, B. Shanmugam, A. Karim, F.D. Boer, F.N. Nur, F. Faisal
2019 IEEE Intl. Conference (India) on Computer Communication and Informatics (ICCCI), 2019
Download

An Enhanced 3-Tier Multimodal Biometric Authentication
A. Kathed, S. Azam, B. Shanmugam, A. Karim, K.C. Yeo, F.D. Boer, M. Jonkman
2019 IEEE Intl. Conference (India) on Computer Communication and Informatics (ICCCI), 2019
Download

Novel Machine Learning Approach for Analyzing Anonymous Credit Card Fraud Patterns
S. Manlangit, S. Azam, B. Shanmugam, A. Karim
International Journal of Electronic Commerce Studies (IJECS), 10(2), 2019
Download

2017

Multi-layer Masking of Character Data with a Visual Image Key
A. Karim
International Journal of Computer Network and Information Security 10 (10), 2017
Download

2016

A Cryptographic Application for Secure Information Transfer in a Linux Network Environment
A. Karim
American Journal of Engineering Research 5 (8), 266-275, 2016
Download