Publications

Published

1. M. Al-Imran, K. J. Rahaman, M. Rasel, and S. H. Ripon, “An Analytical Evaluation of a Deep Learning Model to Detect Network Intrusion,” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12832 LNAI, pp. 129–140, 2021, doi: 10.1007/978-3-030-80253-0_12/COVER.
2. M. Al-Imran, N. N. Juthi, T. S. Mahi, and S. H. Khan, “Evaluation of Linear Imputation Based Pediatric Appendicitis Detection System Using Machine Learning Algorithm,” Communications in Computer and Information Science, vol. 1911 CCIS, pp. 437–450, 2024, doi: 10.1007/978-981-99-7240-1_35/COVER.
3. Hridoy, Kazi Mostaq, Saiful Islam Akash, Fahmida Afrose Dipti, Mahamudul Hasan, Jesan Ahammed Ovi, M. Al-Imran, and Sarwar Jahan. "Heart Disease Prediction Using Machine Learning Algorithms." In 2023 4th International Conference on Big Data Analytics and Practices (IBDAP), pp. 1-6. IEEE, 2023.
4. M. Al-Imran, S. F. Fahim, S. Simla, F. H. Shakib, T. Ahmed and S. Jahan, "Grapevine Leaf Disease Classification Using Deep Convolutional Neural Networks," 2024 5th International Conference on Big Data Analytics and Practices (IBDAP), Bangkok, Thailand, 2024, pp. 1-6, doi: 10.1109/IBDAP62940.2024.10689684.
5. Sajid Faysal Fahim, Fahmida Afrose Dipti, Z. T. Nishat, M. M. Azim, M. Al-Imran, “MobileNetV2: A proficient convolutional neural network for the Classification of Date Fruits into Genetic Varieties,” in International Conference on Machine Learning Algorithms in Science, Technology, Engineering, Management, Medical Science, Healthcare, and Advances in Machine Learning (ICMLA), 2024.

6. Mehrab Chowdhury, Abin Roy, Md Safayet Islam, Sanjida Simla, Md Belayet Hossain, and Md Al-Imran, “Classification of dry beans into Genetic Varieties using deep learning-based Convolutional Neural Networks (CNNs),” in Proceedings of Fifth International Conference on Computing, Communications, and Cyber-Security, IC4S’05 Volume 1, August 2024.

Accepted

1. Ehsanul Haque, Md Al-Imran, Dr. Ahmed Wasif Reza "Credit Card Fraud Detection: Optimizing Performance with Supervised and Ensemble Learning" in 27th International Conference on Computer and Information Technology (ICCIT), IEEE. December 20-22  2024.

1. M. Al-Imran and S. H. Ripon, “Network Intrusion Detection: An Analytical Assessment Using Deep Learning and State-of-the-Art Machine Learning Models,” International Journal of Computational Intelligence Systems, vol. 14, no. 1, 2021, doi: 10.1007/s44196-021-00047-4.
2. Sarwar Jahan, Md Al-Imran, Md. Imdadul Islam, M. R. Amin, "Comparison of Data Rate and Energy Per Node of Wireless Sensor Network Under Small Scale Fading,"International Journal of Computer Networks and Applications (IJCNA), vol. 11, no. 02, pp. 111-126, April 2024, DOI: 10.22247/ijcna/2024/224439.

S. M. Tonni, S. Parvin, A. Gawanmeh and J. Jackson, “Protecting Big Data through Microaggregation Technique for Secured Cyber-Physical Systems,” in “Cyber-Physical Systems for Next Generation Networks”, IGI Global, Hershey, PA, USA, May 2018, pp. 99-120.

S. M. Tonni, M. Z. Rahman, S. Parvin and A. Gawanmeh, “Securing Big Data Efficiently through Microaggregation Technique,” 2017 IEEE 37th International Conference on Distributed Computing Systems Workshops (ICDCSW), Atlanta, GA, USA, 2017, pp. 125-130. doi: 10.1109/ICDCSW.2017.65,

M. O. Al-Faruk K. M. Hussain, M. A. Shahriar and S. M. Tonni, “BFM: a forward-backwards string matching algorithm with improved shifting for information retrieval”, In International Journal of Information Technology, Oct. 2019, issn: 2511-2112, doi:10.1007/s41870-019-00371-1.

Tonni, S. M., Vatsalan, D., Farokhi, F., Kaafar, D., Lu, Z., & Tangari, G. "Data and model dependencies of membership inference attack." arXiv preprint arXiv:2002.06856 (2020).

• Sadia Nowrin, Papiya Nazneen and Lafifa Jamal, “Design of a Compact Reversible Read-Only-Memory with MOS Transistors”, International Journal of VLSI Design and Communication Systems (VLSICS), Vol. 6, No. 5, pp. 69-84, October, 2015.

1. Sadia Nowrin, Lafifa Jamal and Humayra Tasnim, “An Efficient Approach to Design A Reversible Signed Multiplier”, TENCON, IEEE- Region 10 Conference, Bangkok, Thailand, pp. 1-6, October, 2014.

2.  Sadia Nowrin, Lafifa Jamal and Hafiz Md. Hasan Babu, “Design of an Optimized Reversible Bidirectional Barrel Shifter, 2016 IEEE International Symposium on Circuits and Systems (ISCAS), Montreal, QC, pp. 730-733, May, 2016.

2019: Samiha Tamanna, Tirtha Nandi, Rafar Shahriar, Md Abdul Barek, and Mohammad Zamsad, "In-vitro Comparative Dissolution Study of Different Brands of Levocetirizine Dihydrochloride Available in Bangladesh." International Journal of Innovation and Applied Studies 26, no. 2 (2019): 556-561.

1. 2021: Uso dei probiotici e dei prebiotici in dermatologia. Possono essere considerati come potenziali protagonisti della skin and hand care del futuro? , Scientific Article in Italian Magazine "Cosmetic Technology"
2. 2020: Probiotics, A Precise New Protagonist in Skin Care, https://www.emotionmaster-studentproject.eu/post/probiotics-a-precise-new-protagonist-in-skin-care
3. 2020: Artificial Intelligence in Healthcare: A Potential Amalgamation, https://www.emotion-master-studentproject.eu/post/artificial-intelligence-inhealthcare-a-potential-amalgamation
4. 2020: Delving into The Era of Nanotechnology Pursuing Nanomedicine, https://www.emotion-master-studentproject.eu/post/delving-into-the-era-ofnanotechnology-pursuing-nanomedicine
5. 2019: Autophagy, a Vanquishing Process of Human Immunity, http://alsew.org/lifescience/autophagy-vanquishing-process-human-immunity/

Abstract published in conference proceedings: 

1. Samiha Tamanna, Rupali Ghosh, Md. Sakib Reza, Md. Sojibul Islam and Noor Muhammad Khan. Evaluation and correlation of the various side effects along with comorbid conditions, following the administration of covid-19 vaccines, in Bangladesh. International Conference on Pharmaceutical Sciences (ICPS-2023), 11-12 May 2023, State University of Bangladesh.
2. Farhana Rizwan*, Forhad Monjur, Mamunur Rahman, Samiha Tamanna, Noor Muhammad Khan, Muhammad Rafiqul Islam, Saumen Karan, Samira Alam, Lamia Mariyam. Burnout risks in Bangladeshi Physicians: A multicenter, cross-sectional study. The 2nd International Conference on “Pharmaceutical Sciences, Pharmacy Practice, and Traditional Medicines”, 10-11th February 2023, University of Dhaka.
3. Participation in 9th Annual Congress of the European Society for Translational Medicine (EUSTM-2022), 3-5 October 2022, Virtual Congress.
   

Conference Attended:

1. THE 2nd INTERNATIONAL CONFERENCE 2023. 10-11th February, 2023. University of Dhaka.

• Mazharul Islam, Kowshika Sarker, Trisha Das, Rezwana Reaz, and Md. Shamsuzzoha Bayzid, STELAR: A statistically consistent coalescent-based species tree estimation method by maximizing triplet consistency, BMC Genomics, 21:136. (PDF)

Akter, H., Rajbangshi, J. C., Faruk, O., Shill, D. K., & Rouf, A. S. S. (2024). Development and validation of RP-HPLC method for routine analysis of osimertinib. Bangladesh Pharmaceutical Journal, 27(1), 85-91.

Hossain, M. J., Faruk, O., Lira, D. N., Shill, D. K., & Rouf, A. S. S. (2024). Design and evaluation of hair growth-hair fall oil formulation from botanicals. Bangladesh Pharmaceutical Journal, 27(1), 9-18.

Faruk, O., Shill, D. K., Lira, D. N., Rouf, A. S. S., & Kumar, U. (2023). Full factorial design assisted RP-UHPLC method development and study of stressed degradation of molnupiravir. Drug Analytical Research, 7(2), 9-22.

Faruk, O., Hossain, M. J., Shill, D. K., Lira, D. N., Alam, M. M., & Rouf, A. S. S. (2023). Studies of hair fall and hair growth activities of Hg-Hf formulations, 2nd International Conference on Pharmaceutical Sciences, Pharmacy Practice, and Traditional Medicines, Dhaka (10-11 February 2023).

Masrur, A. H., Rabbani, G., Akter, A., Anika, S. N., Riya, S. R., Faruk, O., & Rashid, H. A. (2023). Reverse-Phase Wet Granulation Technology Aided Development of Rifampicin Immediate Release Tablet, 2nd International Conference on Pharmaceutical Sciences, Pharmacy Practice, and Traditional Medicines, Dhaka (10-11 February 2023).

Oral presentation on "Development and Optimization of Imatinib Sustained Release Dosage Form through QbD Approach” at the 2nd International Conference on “Pharmaceutical Sciences, Pharmacy Practice, and Traditional Medicines,” organized by the Faculty of Pharmacy, University of Dhaka (11 February 2023).

• Mostofa Rafid Uddin, Sazan Mahbub, Md Saifur Rahman, and Md Shamsuzzoha Bayzid. SAINT: Self-Attention Augmented Inception-Inside-Inception Network Improves Protein Secondary Structure Prediction. Bioinformatics, Oxford University Press. [Link]
• Md Jakaria, Kowshika Sarker, Mostofa Rafid Uddin, Md. Mohaiminul Islam, Trisha Das, Md Shamsuzzoha Bayzid, Rameen Shakur. eMED-DNA: An in silico operating system for clinical medical data storage within the human genome. Preprint available at:  bioRxiv (2019): 814830.

1. Tabassum, N., Deea. B. J., Rizwan, F., Islam, S. (2023).  “Behavioral alterations caused by pain and inflammation in rodent models”, 5th International Conference on Biotechnology in Health and Agriculture 2023.

2. Tabassum, N., Ahmed, N., Rashid, P. T. (2024). Elucidation of Molecular Mechanisms of Vanda Roxburghii (Family: Orchidaceae) in the Treatment of Alzheimer's Disease Utilizing Network Pharmacological Analysis, The 3rd International Electronic Conference on Biomolecules. https://doi.org/10.3390/proceedings2024103010 

3. Ahmed, N., Rashid, P. T., Tabassum, N., Deea, B.J. (2024). Role of Clitoria ternatea (Butterfly Pea) Flower in Endometriosis and Related Pain: a Network Pharmacology Based Investigation and Experimental Validation. The 3rd International Electronic Conference on Biomolecules. https://doi.org/10.3390/proceedings2024103006

4. Tabassum, N., Munny, F. A., Mahdi, S. F. A. (2024). Current Scenario of Health Care Practices Provided by Dispensers Among Bangladeshi Population. International Public Health Conference (2024).

5. Hoque, N., Sohrab, H. S., Rashid, P. T., Tabassum, N., Begum, N., Alam, M., Islam, S.  (2024). Isolation, identification and bioactivity of endophytic fungi associated with the medicinal plant Clausena excavata Burm (2024). International Conference on Biology, Ecology and Life Sciences.

1. Tabassum, M., Ahmed, N., Majumder, J., Tabassum, N., & Islam, M. A. (2024). Anthelmintic and analgesic activities of different solvent fractions of crude methanolic extract of Baccaurea ramiflora (Lour.) fruit peels and seeds with molecular docking analysis. Journal of Herbmed Pharmacology, 13(3), 450-460.

2. Tabassum, N., Deea, B. J., Rizwan, F., & Islam, S. (2024). Behavioral Alterations Caused by Pain and Inflammation in Rodent Models. Bangladesh Pharmaceutical Journal, 27(2), 201-206. https://doi.org/10.3329/bpj.v27i2.75189

3. Tabassum, N., Ferdousi, M., Mahadi, S. F. A., Fairuj, A., & Shahriar, S. (2024). The Effect of Covid-19 Vaccines on Menstrual Cycle in Selected Bangladeshi Female Population. Bangladesh Pharmaceutical Journal, 27(2), 149-157. https://doi.org/10.3329/bpj.v27i2.75183 

4. Hossain, M. S., Tabassum, N., Bary, M. A., Shipa, S. J., & Sarkar, M. R. (2024). Prevalence of Overweight and Obesity among Bangladeshi Young Adults and Evaluation of the Associated Factors after COVID-19 Pandemic: a Cross-Sectional Study. Bangladesh Pharmaceutical Journal, 27(2), 182-192. https://doi.org/10.3329/bpj.v27i2.75187

5. Das, S.C., Hossain, M.S., Tabassum, N., Rahman, M. S., Bachar, S. C., Islam, M.S./ (2024). Phytochemical and Preliminary Pharmacological Evaluation of Diospyros blancoi Fruits. Dhaka University Journal of Pharmaceutical Sciences.
   
   

Instagram is very popular worldwide, however, a few studies have been conducted regarding the impact of Instagram on academic results. These studies are based on self-reported data which may provide inaccurate findings. Using actual usage data of 7 days, this paper presents a quantitative study [N=71] to examine the impact of Instagram on academic results. We also present how much Instagram is used in different time ranges (e.g. morning) and what is the impact of that on CGPA. We found that Instagram usage behaviour varies by time range. Students used it maximum in the evening and minimum in the morning. However, our correlational analysis shows that there is no correlation between Instagram usage data and CGPA. Supporting this, our comparative study also shows that high and low Instagram users have indifferent CGPA. These findings highlight the possibility that negative impact of social media can be mitigated through proper use.

Mobile Edge Cloud (MEC) provides computation ability close proximate of user compared to Internet Cloud (IC), which ensures flexibility and reliability in executing codes on mobile devices. Offloading resource hungry mobile application to MEC by mobile devices for computation is challenging. On the other hand, maintaining task provisioning within delay constraint is important too. This assignment policy still requires improvement in decreasing completion time of task and thus providing better Quality of Experience (QoE) for users. In this paper, we formulated a delay-aware task assignment as an optimization problem. The optimal assignment of task is Integer Linear Problem (ILP) and NP-Complete. As optimal solution is time costly, hence we proposed a heuristic algorithm, which is done by cooperating the MEC and IC servers to provide feasible task assignment within delay constraint. Extensive performance evaluation of the proposed algorithm indicates significant improvement in successful tasks execution and better QoE can be achieved compared to existing state-of-the-art works.

Farhana Akter, Muhammad Salehuddin Ayubee, M. Mahboob Hossain, Mohsin Kazi, Md. Abdul Mazid (2024): Antibacterial Efficacy of Varied Sized Silver Nanoparticles Synthesized by Different Combination of Reducing Agents Against Methicillin-Resistant E. coli. ICPHS-2024, Volume-1, Issue-1, 34 (OP-4)

Sumyia Chowdhury, Fahmida Chowdhury, Farhana Akter, Farhana Rizwan (2024): Detection and Quantification of Hydroquinone and Heavy Metals Content in Lipsticks Available in Bangladeshi Market. ICPHS-2024, Volume-1, Issue-1, 145 (PP 74)

Jannatul Ferdous Tanjina, Jannatul Ferdous Moumita, Farhana Akter, Farhana Rizwan (2024): Detection and Quantification of Hydroquinone and Heavy Metals Content in Skin Fairness Creams Available in Bangladeshi Market. ICPHS-2024, Volume-1, Issue-1, 146 (PP 75) 

Ayubee, M.S., Akter, F., Ahmed N. T., Kabir, A.K.L., Alam, L., Hossain, M.M., Kazi, M., Mazid, M.A. Chemical Synthesis of Silver Nanoparticles: A Comparative Study of Antibacterial Properties. Journal of Functional Biomaterials. doi:10.20944/preprints202407.1289.v1  [Accepted]

Ayubee, M.S., Akter, F., Ahmed N. T., Kabir, A.K.L., Alam, L., Hossain, M.M., Kazi, M., Mazid, M.A. Increased Efficacy of Ampicillin Conjugated with Silver Nanoparticle against Methicillin-Resistant Clinical Isolates.  Plos one [Review]

Farhana Akter, Muhammad Salehuddin Ayubee, AK Lutful Kabir, Rakibul Hasan Shanto, M. Mahboob Hossain, Mohsin Kazi, Sultan M. Alshehri, Md. Abdul Mazid (2022):  Synthesis of Metallic Nanoparticles and their Functional Characterization against Resistant Bacteria. ICGNB-2022, Volume-1, Issue-1, 42-43

Muhammad Shaiful Alam Bhuiyan, Md. Saiful Islam, Md. Mamunur Rashid, Md. Salehuddin Ayubee, Farhana Akter, Mohammed Rahmatullah (2019): Anti-diarrheal Activity of Various Solvent Fractions of Myristica fragrans seeds. ECGDS, Volume 6, Issue 4, 276-279 (Abstract Link)

Muhammad Shaiful Alam Bhuiyan, Md. Saiful Islam, Amlan Ganguly, Md. Zobaer Al-Mahmud, Md. Mamunur Rashid, Md. Salehuddin Ayubee, Farhana Akter, Mohammed Rahmatullah (2018): Evaluation of Oral Glucose Tolerance Efficacy of Various Solvent Extracts of Myristica fragrans seeds. WJPR, Volume 7, Issue 11, 167-173 (Abstract Link)

Muhammad Shaiful Alam Bhuiyan, Md. Saiful Islam, Md. Mamunur Rashid, Md. Salehuddin Ayubee, Farhana Akter, Mohammed Rahmatullah (2018): Evaluation of Analgesic and Anti-Inflammatory Activities of Various Solvent Extracts of Myristica fragrans seeds. WJPR, Volume 8, Issue 1, 329-337 Abstract Link 

Nishat Tasnim Niloy, Md Rayhan Ahmed, Sinthia Sarkar Ananna, Sanjida Kater, Iffat Jahan Shorna, Sadika Islam Sneha, Md Hasanul Ferdaus, Mohammad Manzurul Islam, Mohammad Rifat Ahmmad Rashid, Taskeed Jabid, Md Sawkat Ali

Apr 2023Informatics in Medicine Unlocked 39(2):101242

DOI: 10.1016/j.imu.2023.101242

Rashmia Nargis Reyda; Maliha Momtaj; Md. Samiul Islam; Dilshad Noor Lira

• Zahan R., Sharmin T., Rana M, Islam M.Z., Naz T, et al. (2020), Comparative & Quantitative Analysis of Collected Milk Samples from Northern Region of Bangladesh. Journal of Animal Research and Nutrition, 5(3), 1-5. Article 67. No.3:67.  

1. Islam M. Z., Amin M. A., Rahman M. A. (2023). “Antibiotic resistance profile of Escherichia coli strains isolated from suspected urinary tract infected patients from Rajshahi”, International Conference on the Role of Science and Technology Towards 4IR. (5-6 October 2023).
2. Amin M. A., Islam M. Z., Rahman M. A. (2023). “Sublethal concentration of garlic and turmeric crude extracts can not induce evolution of antibacterial resistance in clinical pathogens”.  International Conference on the Role of Science and Technology Towards 4IR. (5-6 October 2023).
3. Saha S., Sarkar M., Islam M. Z., Rahman M. A. (2024). “Isolation and characterization of Endophytic Bacteria from ginger, turmeric and Redish and investigation of their antibacterial and antioxidant activities. International Conference on Pharmaceutical and Health Sciences (ICPHS) 2024.