[J.20] Marouf AA, Bismar TA, Ghosh S, Rokne JG, Alhajj R. Leveraging Machine Learning for Severity Level-Wise Biomarker Identification in Prostate Cancer Microarray Gene Expression Data. Biomedicines. 2025; 13(10):2350. https://doi.org/10.3390/biomedicines13102350
[J.19] Arvandi, Alireza, Ahmed Al Marouf, Qiaowang Li, Jon Rokne, and Reda Alhajj. "Extracting Information from Reddit for Emergency Management-A Case Study on British Columbia Wildfire." International Journal of Disaster Risk Reduction (2025): 105354. https://doi.org/10.1016/j.ijdrr.2025.105354
[J.18] Assaduzzaman, Md, Prayma Bishshash, Md Asraful Sharker Nirob, Ahmed Al Marouf, Jon G. Rokne, and Reda Alhajj. "XSE-TomatoNet: An explainable AI based tomato leaf disease classification method using EfficientNetB0 with squeeze-and-excitation blocks and multi-scale feature fusion." MethodsX 14 (2025): 103159. doi: https://doi.org/10.1016/j.mex.2025.103159
[J.17] A. Sohel, M. S. Shakil, S. M. T. Siddiquee, A. A. Marouf, J. G. Rokne and R. Alhajj, "Enhanced Potato Pest Identification: A Deep learning approach for identifying potato pests," in IEEE Access, doi: 10.1109/ACCESS.2024.3488730.
[J.16] Dutta, Monoronjon, Md Rashedul Islam Sujan, Mayen Uddin Mojumdar, Narayan Ranjan Chakraborty, Ahmed Al Marouf, Jon G. Rokne, and Reda Alhajj. 2024. "Rice Leaf Disease Classification—A Comparative Approach Using Convolutional Neural Network (CNN), Cascading Autoencoder with Attention Residual U-Net (CAAR-U-Net), and MobileNet-V2 Architectures" Technologies 12, no. 11: 214. https://doi.org/10.3390/technologies12110214
[J.15] Konstantinos Christos Liosis, Ahmed Al Marouf, Jon G Rokne, Sunita Ghosh, Tarek A Bismar, Reda Alhajj, "Genomic Biomarker Discovery in Disease Progression and Therapy Response in Bladder Cancer Utilizing Machine Learning", Cancers (Q1), September 2023, 15, 4801. https://doi.org/10.3390/cancers15194801
[J.14] Khan Md Hasib, Sami Azam, Asif Karim, Ahmed Al Marouf, FM 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 (Q1), vol. 11, pp. 93048-93063, August 2023, doi: 10.1109/ACCESS.2023.3309697
[J.13] Ahmed Al Marouf, Md Mozaharul Mottalib, Reda Alhajj, Jon Rokne, and Omar Jafarullah. 2023. "An Efficient Approach to Predict Eye Diseases from Symptoms Using Machine Learning and Ranker-Based Feature Selection Methods" Bioengineering , vol. 10, issue no. 1: 25. https://doi.org/10.3390/bioengineering10010025
[J.12] Marouf, Ahmed Al, Jon G. Rokne, and Reda Alhajj. "Detecting and Understanding Sentiment Trends and Emotion Patterns of Twitter Users—A Study on the Demise of a Bollywood Celebrity." Big Data and Cognitive Computing 6, no. 4 (2022): 129. https://doi.org/10.3390/bdcc6040129
[J.11] Md. Shahriar Tasjid, Ahmed Al Marouf, "Leveraging Smartphone Sensors for Detecting Abnormal Gait for Smart Wearable Mobile Technologies", International Journal of Interactive Mobile Technologies (iJIM), Vol. 15, Issue 24, 2021. (Scopus Indexed). https://doi.org/10.3991/ijim.v15i24.25891
[J.10] Ashraful Alam, Anik Das, Md. Shahriar Tasjid, Ahmed Al Marouf, "Leveraging Sensor Fusion and Sensor-Body Position for Activity Recognition for Wearable Mobile Technologies", International Journal of Interactive Mobile Technologies (iJIM), Vol. 15, Issue. 17, 2021. (Scopus Indexed) https://doi.org/10.3991/ijim.v15i17.25197
[J.9] Ahmed Al Marouf, Md. Kamrul Hasan, Hasan Mahmud, "Comparative Analysis of Feature Selection Algorithms for Computational Personality Prediction from Social Media", IEEE Transactions of Computational Social Systems. Vol. 7, issue. 3, pp. 587-599, June 2020, doi: 10.119/TCSS.2020.2966910 (Scopus Indexed) 10.1109/TCSS.2020.2966910
[J.8] Md. Ashaf Uddaula, Md. Al - Amin Hossain, Md. Khalid Hossen, Ahmed Al Marouf, "Implications of Meta Classifiers for Onset Diabetes Prediction" International Journal of Innovative Technology and Exploring Engineering (IJITEE), Volume-9, Issue-5, March 2020, ISSN: 2278-3075. (Scopus Indexed) Link
[J.7] Setu Basak, Mahbub Alam, Aniruddha Rakshit, Ahmed Al Marouf, Anup Majumder, "Predicting and Staging Chronic Kidney Disease of Diabetes Patient Using Machine Learning Approach", International Journal of Innovative Technology and Exploring Engineering (IJITEE), Volume-8, Issue-12, October 2019, ISSN: 2278-3075. (Scopus Indexed) Link
[J.6] Ahmed Al Marouf, Adnan Ferdous Ashrafi, Tanveer Ahmed, Tarikuzzama Emon, “A Machine Learning based Approach for Mapping Personality Traits and Perceived Stress Scale of Undergraduate Students”, International Journal of Modern Education and Computer Science(IJMECS), Volume-11, Issue-8, August 2019, ISSN: 2075-0161. Link
[J.5] Ahmed Al Marouf, Shariful Islam, Narayan R. Chakraborty, "IoT-based Smart Meeting Room Weather Detection System using Arduino and Relative Sensors", International Journal of Computer Applications, Foundation of Computer Science (FCS), NY, USA, Vol, 178, No. 17, June 2019. ISSN: 0975-8887. Link
[J.4] Thaharim Khan, Masud Rabbani, Shah Md. Tanvir Siddiquee, Ahmed Al Marouf, "An Overall WOrkflow of Deep Learning in Modern Technology", International Journal of Innovative Technology and Exploring Engineering (IJITEE), Volume-8, Issue-8, June 2019, ISSN: 2278-3075. (Scopus Indexed) Link
[J.3] Most. Hasna Hena, Ahmed Al Marouf, Rezwana Sultana, “MangoLDB: A Dataset of Mango Leaves RGB, Binary and Gray-Scale Image”, International Journal of Innovative Technology and Exploring Engineering (IJITEE), Volume-8, Issue-7, May 2019, ISSN: 2278-3075. (Scopus Indexed) Link
[J.2] Ahmed Al Marouf, Md. Kamrul Hasan, Hasan Mahmud, “Fingertip Detection and Finger Identification Approach for Hand Gesture Recognition using KINECT”, Journal of Engineering and Technology (JET), Islamic University of Technology (IUT), Volume-14, Issue-1, December 2018. Link
[J.1] Sadeque Reza Khan, Ahmed Al Mansur, Alvir Kabir, Md. Modasshir, Ahmed Al Marouf, "Design of Data Acquisition System Implemented with a Free Cooling Unit (FCU) Controller for BTS Room", International Journal of Scientific and Engineering Research (IJSER), Volume-3, Issue-2, February 2012, ISSN: 2229-5518. Link
[BC.7] Lacsamana, Yanessa Mari, Zain Sheikh, Camilla Suarez Viltres, Ahmed Al Marouf, Kashfia Sailunaz, and Reda Alhajj. "Detecting Comorbidity Using Machine Learning." In Social Network Analysis and Mining Applications in Healthcare and Anomaly Detection, pp. 93-109. Cham: Springer Nature Switzerland, 2024.
[BC.6] Chen, Adrian, Brett Gattinger, Patricia Lively, Kashfia Sailunaz, Ahmed Al Marouf, and Reda Alhajj. "Evaluating the Effectiveness of Mitigative and Preventative Actions on Viral Spread in a Small Community Using an Agent-Based Stochastic Simulation." In Social Network Analysis and Mining Applications in Healthcare and Anomaly Detection, pp. 111-136. Cham: Springer Nature Switzerland, 2024.
[BC.5] Abdullah Al Amin, Shakawat Hossen, Md. Mehedi Hasan Refat, Proma Ghosh and Ahmed Al Marouf, "Predicting Entrepreneurship Skills of Tertiary Level Students using Machine Learning Algorithms", 3rd International Conference on Innovative Data Communication Technologies and Application (ICIDCA 2021), RVS College of Engineering and Technology, 20-21 August, Coimbatore, Tamil Nadu, India. 2021. (Scopus Indexed)
[BC.4] Naziour Rahaman, Salauddin Rubel, Ahmed Al Marouf, "Key-logger threat to the Android Mobile Banking Applications", 4th International Conference on Computer Networks and Inventive Communication Technologies (ICCNCT 2021), RVS Technical Campus, Coimbatore, India, 23-24, April 2021. (Scopus Indexed)
[BC.3] Most. Hasna Hena, Md. Helal Sheikh, Md. Md. Shamim Reza, Ahmed Al Marouf, “Mango Species Detection From Raw Leaves Using Image Processing System”, 4th International Conference on Smart Trends for Computing and Communications, Bangkok, Thailand, 24-25 January, 2020. (Scopus Indexed) Link
[BC.2] Ahmed Al Marouf, Md. Kamrul Hasan, Hasan Mahmud, "Secret Life of Conjunctions: Correlation of Conjunction Words on Predicting Personality Traits from Social Media using User-Generated Contents", 2019 Springer International Conference on Advances in Electrical and Computer Technologies (ICAECT 2019), Coimbatore, India, 26-27 April, 2019. (Scopus Indexed) Link
[BC.1] Mohammad Rajib Pradhan, Sima Akter, Ahmed Al Marouf, "Performance Evaluation of Traditional Classifiers on Prediction of Credit Recovery", 2019 Springer International Conference on Advances in Electrical and Computer Technologies (ICAECT 2019), Coimbatore, India, 26-27 April, 2019. (Scopus Indexed) Link
[C.27] Ahmed Al Marouf, Reda Alhajj, Jon G Rokne, "Cancer Biomarker Identification - Bangladesh & Canada Perspectives", Community Knowledge Engagement Symposium 2024, vol. 1, Page 15, https://sites.google.com/view/ckes-2024/abstract-book
[C.26] Ahmed Al Marouf, Reda Alhajj, Jon G Rokne, Sunita Ghose, Tarek A Bismar, "Exploring gene expression and clinical data for identifying prostate cancer severity levels using machine learning methods", Annual IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), Regina, 24-27 September 2023. (Scopus Indexed).
[C.25] Uchchhwas Saha, Md. Shihab Mahmud, Aisharjo Chakrobortty, Mst.Tuhin Akter, MD Rakib Islam, Ahmed Al Marouf, “Sentiment Classification in Bengali News Comments using a hybrid approach with Glove”, 6th International Conference on Trends in Electronics and Informatics (ICOEI 2022), Tirunelveli, India 28-30, April 2022. (Scopus Indexed)
[C.24] Md. Shihab Mahmud, Afrin Jaman Bonny, Uchchhwas Saha, Mehrin Jahan, Zannatul Ferdhoush Tuna, Ahmed Al Marouf, "Sentiment Analysis of User-Generated Reviews of Ride-sharing Mobile Applications", 6th International Conference on Computing Methodologies and Communication (ICCMC 2022), Erode, India, 28-31 March 2022. (Scopus Indexed)
[C.23] Afrin Jaman Bonny, Mehrin Jahan, Zannatul Ferdhoush Tuna, Ahmed Al Marouf, Shah Md. Tanvir Siddiquee "Sentiment Analysis of User-Generated Reviews of Women Safety Mobile Applications", 1st International Conference on Electrical, Electronics, Information and Communication Technologies, Tiruchirapalli, Tamilnadu, India, 16-18 February 2022. (Scopus Indexed)
[C.22] Md. Omar Faruque, Sabbir Hossain, Ahmed Al Marouf, "Predicting Chronic Kidney Disease of Diabetes Patients using Ensemble Learning", 6th International Conference on Communication and Electronics Systems (ICCES), PPG Institute of Technology, Coimbatore, India, 8-10 July 2021. (Scopus Indexed)
[C.21] Sumaiya Salim Ritu, Joysurya Mondal, Md. Mojnu Mia, Ahmed Al Marouf, "Bangla Abusive Language Detection using Machine Learning on Radio Message Gateway", 6th International Conference on Communication and Electronics Systems (ICCES), PPG Institute of Technology, Coimbatore, India, 8-10 July 2021. (Scopus Indexed)
[C.20] Nazre Imam Tahmid, Nasimul Haque, Md. Umar Faruque, Mumenunnessa Keya, Ahmed Al Marouf and Sharun Akter Khushbu, “A Concern of Predicting Credit Recovery on Supervised Machine Learning Approaches”, 12th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kharagpur, India, 6-8 July 2021. (Scopus Indexed)
[C.19] Tofayel Ahamed Topu, Md. Mahafuzar Rahman, Md. Sumon Hossain, Ahmed Al Marouf, "Prayer Activity Recognition using Smartphone", 12th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kharagpur, India, 6-8 July 2021. (Scopus Indexed)
[C.18] Md. Ashrafujjaman Tutul, Md. Mehedi Hasan, Shashata Kumar Mondol, Moshaddek Hossain, Ahmed Al Marouf, "Divorce Prediction using Machine Learning Methods - Bangladesh Perspective", 12th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kharagpur, India, 6-8 July 2021. (Scopus Indexed)
[C.17] Ananna Saha, Ahmed Al Marouf, Rafayet Hossain, "Sentiment Analysis from Depression-related User-Generated Contents from Social Media", 8th International Conference on Computer and Communication Engineering (ICCCE), International Islamic University Malaysia (IIUM), Kuala Lumpur, Malaysia, 22-23 June 2021. (Scopus Indexed)
[C.16] Johora Akter Polin, Omayer Khan, Ahmed Al Marouf, "Utilizing Smartphone Usage Pattern for Gender Recognition applying Machine Learning Algorithms", 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA 2020), RVS Technical Campus at Hotel Arcadia, Coimbatore, Tamil Nadu, India, 5-7, November 2020. (Scopus Indexed) Link
[C.15] Sovan Roy, Shah Md. Tanvir Siddiquee, Md. Khalidur Rahman and Ahmed Al Marouf, "A Novel Authentication Method for Password Encryption", 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA 2020), RVS Technical Campus at Hotel Arcadia, Coimbatore, Tamil Nadu, India, 5-7, November 2020. (Scopus Indexed) Link
[C.14] Hasmot Ali, Md. Fahad Hossain, Shaon Bhatta Shuvo, Ahmed Al Marouf, "BanglaSenti: A Dataset of Bangla Words for Sentiment Analysis", 11th International Conference on Computing, Communication, and Networking Technologies (11th ICCCNT 2020), IIT Kharagpur, West Bengal, India, July 1-3 2020. (Scopus Indexed) Link
[C.13] A.S.M. Farhan Al Haque, Md. Riazur Rahman, Ahmed Al Marouf, Md. Abbas Ali Khan, “A Computer Vision System for Bangladeshi Local Mango Breed Detection using Convolutional Neural Network (CNN) Models”, 2019 4th International Conference on Electrical Information and Communication Technology (EICT 2019), KUET, Khulna, Bangladesh, 20-22 December, 2019. DOI: 10.1109/EICT48899.2019.9068830 (Scopus Indexed) Link
[C.12] Ahmed Al Marouf, Rafayet Hossain, "Lyricist Identification using Stylometric Features utilizing BanglaMusicStylo Dataset", 2nd IEEE International Conference on Bangla Speech and Language Processing (ICBSLP), SUST, 27-28 September, 2019. (Scopus Indexed) Link
[C.11] Md. Ferdousur Rahman Sarker, Md. Israfil Mahmud Raju, Ahmed Al Marouf, Rubaiya Hafiz, Syed Akhter Hossain, Munim Hossain Khandker Protik, "Real-time Bangladeshi Currency Detection System for Visually Impaired Person", 2nd IEEE International Conference on Bangla Speech and Language Processing (ICBSLP), SUST, 27-28 September, 2019. (Scopus Indexed) Link
[C.10] Rafayet Hossain, Ahmed Al Marouf, Rasel Sarker, Mahajabin Mimo, Bishwajeet Pandey, "Recommendation Approach of English Songs Title Based on Latent Dirichlet Allocation applied on Lyrics", 2019 3rd IEEE International Conference on Electrical, Computer, Communication Technologies (ICECCT 2019), Coimbatore, India, 20-22 February, 2019. DOI: 10.1109/ICECCT.2019.8869198 (Scopus Indexed) Link
[C.9] Ahmed Al Marouf, Rafayet Hossian, Rasel Sarker, "Recognizing Language and Emotional Tone from Music Lyrics using IBM Watson Tone Analyzer", 2019 3rd IEEE International Conference on Electrical, Computer, Communication Technologies (ICECCT 2019), Coimbatore, India, 20-22 February, 2019. DOI: 10.1109/ICECCT.2019.8869008 (Scopus Indexed) Link
[C.8] Tapasy Rabeya, N. R. Chakraborty, S. Ferdous, M. Dash, Ahmed Al Marouf, "Sentiment Analysis of Bangla Song Review- A Lexicon Based Backtracking Approach", 2019 3rd IEEE International Conference on Electrical, Computer, Communication Technologies (ICECCT 2019), Coimbatore, India, 20-22 February, 2019. DOI: 10.1109/ICECCT.2019.8869290 (Scopus Indexed) Link
[C.7] Ahmed Al Marouf, Md. Kamrul Hasan, Hasan Mahmud, "Identifying Neuroticism from User Generated Content of Social Media based on Psycholinguistic Cues", 2019 2nd IEEE Conference on Electrical, Computer and Communication Engineering (ECCE 2019), CUET, 7-9 February, 2019. (Scopus Indexed) Link
[C.6] Ahmed Al Marouf, Rasif Ajwad, Adnan Ferdous Ashrafi, "Looking Behind the Mask: A framework for Detecting Character Assassination via Troll Comments on Social media using Psycholinguistic Tools", 2019 2nd IEEE Conference on Electrical, Computer and Communication Engineering (ECCE 2019), CUET, 7-9 February, 2019. (Scopus Indexed) Link
[C.5] Rafayet Hossain, Ahmed Al Marouf, "BanglaMusicStylo: A Stylometric Dataset of Bangla Music Lyrics", 1st IEEE International Conference on Bangla Speech and Language Processing (ICBSLP), SUST, 21-22 September, 2018. (Scopus Indexed) Link
[C.4] Ahmed Al Marouf, Md. Ferdousur Rahman Sarker, Shah Md. Tanvir Siddiquee, "Recognizing Hand-based Actions based on Hip-Joint centered Features using KINECT", 2nd International Conference on Electrical & Electronic Engineering (ICEEE), 27-29 December 2017, RUET, Rajshahi, Bangladesh. (Scopus Indexed) Link
[C.3] Md. Mehedi Hasan, Noor Hussain Shaon, Ahmed Al Marouf, Md. Kamrul Hasan, Hasan Mahmud, Md. Mohiuddin Khan, "Friend Recommendation Framework for Social Networking Sites using User's Online Behavior", 18th IEEE International Conference on Computer and Information Technology (ICCIT), MIST, Bangladesh, 21-23 December, 2015. (Scopus Indexed) Link
[C.2] Ahmed Al Marouf, Md. Kamrul Hasan, Hasan Mahmud, "4Y Model: A Novel Approach for Finger Identification using KINECT", 2nd IEEE International Conference on Recent Trends in Information Systems (ReTIS), Jadavpur University, India, 9-11 July, 2015. (Scopus Indexed) Link
[C.1] Ahmed Al Marouf, Rasif Ajwad, Md. Tanbin Rahid Kyser, "Community Recommendation Approach for Social Networking Sites based on Mining Rules", 2nd IEEE International Conference on Electrical and Information & Communication Technology (iCEEiCT), Jahangirnagar University, Bangladesh, 21-23 June, 2015. Link
BanglaMusicStylo Dataset: https://ieee-dataport.org/open-access/banglamusicstylo-stylometric-dataset-bangla-music-lyrics DOI: 10.21227/qsbr-kw16