2025

• Benzir Md Ahmed, Md Enamul Haque, AK Obidul Huq, Mohammad Mehedy Masud, Mohammed Eunus Ali, and Mahmuda Naznin, FoodBD: A Polygon-Annotated Meal Image Dataset of Bangladeshi Cuisines with Visual and Nutritional Labels"  BMC Research Notes,  2025.

• Asif Hoque, Shamim Mamun, Sanjana binte Siraj, Tanvir R. Faisal and Mahmuda Naznin,  Leveraging Quantitative Analysis for Severity Assessment of Knee Osteoarthritis, in Proc. of the 12th NSysS, Bangladesh, ACM, December, 2025  (Acceptance rate: 23%)  (https://doi.org/10.1145/3777555.377756) 

• Tanjina Helaly, Tanvir. R. Faisal, Suparna. B. Moni, Mahmuda Naznin, Quantifying Features from X-ray Images to Assess Early Stage Knee Osteoarthritis, Medical and Biological Engineering and Computing (MBEC), Springer-Nature, 2025 (journal).

• Sanjana Binte Siraj, Fabiha Tasneem, Tanvir R. Faisal, and Mahmuda Naznin , Transfer Learning in Bone Morphology Study for Better Hip Fracture Assessment, IEEE UEMCON, NY, USA, 2025 (Best Session Presentation)

•  Saadman Ahmed, Conrado Boeira, A. B. M. Alim Al Islam, Mahmuda Naznin, Israat Haque, A Fair Scheduling in 5G RAN using Q-Learning, in Proc. of  IEEE ICC, Montreal, Canada, 2025.

• Rabina Awal, Mahmuda Naznin, Tanvir R. Faisal, Machine Learning Based Finite Element Analysis (FEA) Surrogate for Hip Fracture Risk Assessment and Visualization, Expert System with Applications, Elsevier, (Impact Factor 7.5), 2025 (journal).

• Rabina Awal, Mahmuda Naznin, Sarah Doll, Tanvir R. Faisal, Interpretable Machine Learning Classifiers for the Reliable Prediction of Fall Induced Hip Fracture Risk, Machine Learning for Computational Science and Engineering, vol.1, issue 2,  Springer-Nature, 2025 (journal)

2024 

• Benzir Md Ahmed, Mohammed Eunus Ali, Mohammad Mehedy Masud, Mohammed Raihan Azad, and Mahmuda Naznin, After-Meal Blood Glucose Level Prediction for Type-2 Diabetic Patients, Heliyon, Elsevier, vol. 10, issue-7, (H-index- 88), April, 2024, https://www.cell.com/heliyon/pdf/S2405-8440(24)04886-2.pdf (journal)

• Benzir Md Ahmed, Mohammad Mehedy Masud, Mohammed Eunus Ali, and Mahmuda Naznin, Recent Trends and Techniques of Blood Glucose Level Prediction for Diabetes Control, Smart Health, Elsevier, vol. 32, June, 2024, https://authors.elsevier.com/c/1iemk8MxYVeYb~  (journal)

• Jamalia Sultana, Mahmuda Naznin,  Tanvir R. Faisal, SSDL–An Efficient Automated Semi-supervised Deep Learning Approach for Patient-specific 3D Reconstruction of Proximal Femur from QCT Images, Medical and Biological Engineering and Computing, Springer-Nature, vol. 62, issue-5,  January, 2024 (Impact Factor-3.2), https://doi.org/10.1007/s11517-023-03013-8  (journal)

2023 

• Jamalia Sultana, Mashiyat Nayeem, Mahmuda Naznin,  Tanvir R. Faisal, Semi-Supervised Learning Based Femur Segmentation from QCT Images, in Proc. of IEEE 22nd International Conference on Machine Learning and Applications (ICMLA), IEEE, Florida, USA, December, 2023 

• Ms. Mina, Dipannoy Das Gupta, Mahmuda Naznin, LBCC: A Load Balanced Collaborative Caching in Content Based Networking, in Proc. of IEEE UEMCON,  NY, USA, October, 2023, https://doi.org/10.1109/UEMCON59035.2023.10316034

• Zakia Zaman, Fazle Rafsani, Ishrak R Rahman, Sabidur Rahman, Mahmuda Naznin, DeepVRM: Deep Learning Based Virtual Resource Management for Energy Efficiency, Journal of Network and Systems Management, Springer, vol. 31, 66, July, 2023 (Impact Factor- 4.1),  https://doi.org/10.1007/S10922-023-09752-1 (journal)

• Jamalia Sultana, Benzir Md Ahmed, Mohammad Mehedy Masud, AK Obidul Huq, Mohammed Eunus Ali, and Mahmuda Naznin, A Study on Food Value Estimation from Images: Taxonomies, Datasets, and Techniques, IEEE Access, 2023 (Impact Factor- 3.476) (journal)

2022

• Fariha Tabassum Islam, Md. Tareq Mahmood, Mahmuda Naznin, MTUL: A Novel Approach for Multi-Trajectory User Linking, in Proc. of the 9th NSysS, 2022, Cox's Bazar, Bangladesh (Acceptance Rate 27%), https://doi.org/10.1145/3569551.3569554

• Jamalia Sultana and Mahmuda Naznin, Breaking the Barrier with a Multi-Domain SER, in Proc. of the 46th IEEE COMPSAC, Italy, 2022, https://doi.org/10.1109/COMPSAC54236.2022.00088

• Dipannoy Das Gupta, Pranta Biswas, and Mahmuda Naznin, CacheQueue: Efficient Cache Queue Usage in a NDN, in Proc. of  the 46th IEEE COMPSAC, Italy, 2022   

2021

• Sabidur Rahman, Nilton Seixas,  Mahmuda Naznin, Gustavo B. Figueiredo, Automation of Photonic Networks Using Machine Learning: Case Studies and Future Works,  IEEE Photonic Technology Letters  (Impact Factor- 2.468), vol. 33, issue: 23, 2021, https://doi.org/10.1109/LPT.2021.3117482  (journal)

• Dipannoy Das Gupta, Mahmuda Naznin, Tanvir R. Faisal, An Automated Approach for 3D Reconstruction of Femur from CT Data via Pixel Clustering, 17th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering, Bonn, Germany, 2021.

• Nabil Ibtehaz, Mahmuda Naznin, Determining Confused Brain Activity from EEG Sensor Signals, in Proc. of the 8th NSysS, ACM, Cox's Bazar, Bangladesh, https://doi.org/10.1145/3491371.3491383

2020

• Nazia Hossain, Mahmuda Naznin, Emotion Finding from Multilingual-Voice Data, in Proc. of IEEE COMPSAC, Madrid, Spain, 2020 (Best Paper Award) https://doi.org/10.1109/COMPSAC48688.2020.0-214

• Taslim Arefin Khan, Suraiya Tairin, Mahmuda Naznin, Zakirul Alam Bhuiya, ABM Alim Al Islam, Advanced Communications in Cyber Physical Systems, Book: Leveraging Big Data Techniques for Cyber-Physical Systems, Springer, 1-60 , 2020 (Book Chapter) 

2019

• Novia Nurain, B.M.S. Bahar Talukder, Tanzila Choudhury, Suraiya Tairin, Marjan Ferdousi, Mahmuda Naznin, A.B.M. Alim Al Islam, Exploring Network-Level Performances of Wireless Nanonetworks Utilizing Gains of Different Types of Nano-Antennas with Different Material, Wireless Networks, vol. 25, no.5, pp. 2651-2664, Springer, 2019 (Impact Factor- 3), https://doi.org/10.1007/s11276-019-01977-w

• Zakia Zaman, Sabidur Rahman, Mahmuda Naznin, Novel Approaches for VNF Requirement Prediction Using DNN and LSTM, IEEE  GLOBECOM, Hawaii, USA, 2019, https://doi.org/10.1109/GLOBECOM38437.2019.9014320

• Sharmin Akhter Purabi, Rayhan Rashed, Md. Mirajul Islam, Md. Nahiyan Uddin, Mahmuda Naznin, ABM Alim Al Islam, As You Are, So Shall You Move Your Head: A System-level Analysis between Head Movements and Corresponding Traits and Emotions, NSysS, ACM, Dhaka, Bangladesh, 2019, https://doi.org/10.1145/3362966.3362985

2018

• Nazia Hossain, Mahmuda Naznin, Emotion Sensing from Voice Jitter, ACM SenSys, Schenzen, China, 2018 

• Khaleda Akhter Papry, Shorwar Md. Shahriar Khan, Mahmuda Naznin, Target Detection Using Visual Sensors, ACM BuildSys, Schenzen, China, 2018 

• Maiysha Alam, Novia Nurain, Suraiya Tairin, Mahmuda Naznin and A.B.M. Alim Al Islam, Conjugate Congestion Control Based Transport Layer Protocol for Molecular Communication in Body Area Nanonetworks (BANs), NSysS, Dhaka, Bangladesh 2018.

• Nazia Hossain, Mahmuda Naznin, EmoVoice: Finding My Mood from My Voice Signal, ACM UbiComp, Singapore, 2018. 

• Saad Manzur, Mohammed Shown, Mahmuda Naznin, Tanvir R. Faisal, Perception Thresholding for Noise Removal in Micrographs of Cellular Tissues Obtained from Fluorescence Microscopy, ASME IMECE, Pittsburgh, PA, USA, 2018.

• Md. Saber, Mahmuda Naznin, Relay Time Scheduling in a WSN, IEEE LANMAN, Washington DC, USA, 2018 (Short Paper)

• Seikh Tahsin Amin, Sharmin Afrose, Suraiya Tairin, Walid Mahmud, and Mahmuda Naznin, Semantic Clustering in Credible Human Sensed Event Detection, DCOSS, ACM, NY, USA, June 2018. (Short paper)

2017

• Seikh Kamruzzaman, Mahmuda Naznin, Nawajish Islam, HEM: Hybrid Evolutionary Model for Unknown Event Detection in Social Network, the 20th IEEE WPMC, Bali, Indonesia, December 2017.

• Marjan Ferdousi, Suraiya Tairin, Satyajit Podder, Alim Al Islam, Mahmuda Naznin, Finding Network Model in Insulin Production Process, the 8th IEEE M2A2 co-located with 19th IEEE HPCC, Bangkok, Thailand, December 2017.

• Rakib Hasan, Fazle Rabbi, Mahmuda Naznin, and Md. Iftekharul Islam Sakib, Partial Scheduling Based Energy Aware Coverage in a Heterogeneous Sensing System, In Proc. of International Conference on Network Systems and Security (NSsyS), IEEE, Dhaka, Bangladesh, January 2017.

2016

• Tusher Chakrabarty, Taslim Arefin Khan, Mahmuda Naznin, and A. B. M. Alim Al Islam, What We Breathe As We Commute: From the Perspective of a Developing Country, Kenya, November 2016.

• Nazia Majadi, Mahmuda Naznin, Toufique Ahmed, Energy Efficient Local Search Based Target Localization in an UWSN, IEEE WiMob, IEEE, NY, USA, October 2016.

• Raushan Ara Dilruba, Mahmuda Naznin, Finding Reliable Source for Event Detection Using Evolutionary Method, The Pacific Rim Knowledge Acquisition Workshop (PKAW) in conjunction with The Pacific Rim Conference on Artificial Intelligence (PRICAI), Lecture Notes in Computer Science (LNCS), Springer, Thailand, August 2016.

• Md. Shaifur Rahman, Mahmuda Naznin, and Toufique Ahmed, Efficient Routing in a Wireless Sensor Network Using Collaborative Ants in a, In proc. of International Conference on Swarm Intelligence (ICSI), Lecture Notes in Computer Science (LNCS), vol. 9713, pp. 674-685, Springer, Indonesia, June 2016.

• S. M. Ferdous,, Mustafizur Rahman, and Mahmuda Naznin, Finding Network Connectivity Failure in a WSN, In Proc. of IFIP/IEEE Wireless Days, IEEE, France, March, 2016.

• Rakibul Haque, Mahmuda Naznin and Rifat Shahriyar, Distributed Low Overhead ID in a Wireless Sensor Network, In Proc. of the 17th International Conference on Distributed Computing and Networking (ICDCN), ACM, Singapore, January 2016.

• Afroza Sultana, Mahmuda Naznin and Rifat Shahriyar, Goal Constrained Framework in a Coverage Preserved WSN, In Proc. of International Conference on Network Systems and Security (NSsyS), IEEE, Dhaka, Bangladesh, January 2016.

Upto 2015 (some selected papers)

• Mahmuda Naznin and Abu Sayed Chowdhury, ZDG: Zone Based Energy Efficient Data Gathering in a Sensor Network, In Proc. of International Conference on Network Systems and Security (NSsyS), IEEE, Dhaka, Bangladesh, January 2015.

• Md. Shaifur Rahman and Mahmuda Naznin, Data Collection by Mobile Data Collector in a Sensor Network, In Proc. of APWeb, Lecture Notes in Computer Science (LNCS), vol. 7808, pp. 674-685, Springer, Sydney, Australia, April 2013.

• Akond Ashfaque-Ur Rahman, Atiqul Islam Mollah, and Mahmuda Naznin, Energy Efficient Multiple Target Tracking Using Target Kinematics, Wireless Sensor Network, 3(8), pp. 263-274, 2011.

• Md. Rakibul Haque, Mahmuda Naznin, Monitoring Cost Reduction in Sensor Networks Using Proximity Queries, Journal of Networks, 6(1), pp. 4-11, 2011. (journal)

• A. B. M. Alim Al Razi, Md. Humayun Kabir, Chowdhury Sayeed Hyder, and Mahmuda Naznin, Stable Sensor Network (SSN): A Dynamic Clustering Technique for Maximizing Stability in Wireless Sensor Networks, Wireless Sensor Network, 2(7), pp. 538-554, 2010. (journal)

• A. B. M. Alim Al Razi, Md. Humayun Kabir, Chowdhury Sayeed Hyder, and Mahmuda Naznin, Finding the Optimal Percentage of Cluster Heads from a New and Complete Mathematical Model on LEACH, Wireless Sensor Network, 2(2), pp. 129-140, 2010. (journal)

• Akond Ashfaque-Ur Rahman, Mahmuda Naznin, and Atiqul Islam Mollah, Energy Efficient Multiple Target Tracking Using Target Kinematics, In Proc. of International Conference on Sensor Technologies and Applications (SENSORCOMM), IEEE, Italy, July 2010.

• Md. Shahiduzzaman Bappi, Mahmuda Naznin and Akond Asfaque-Ur Rahman, Portable and Secure Multimedia Data Transfer in Mobile Phones Using Record Management Store, In Proc. of IEEE International Conference on Computer Science and Information Technology (ICCSIT), IEEE, China, July 2010.

• Md. Rakibul Haque, Md. Atiqul Islam, Md. Ashik Faisal Khan, and Mahmuda Naznin, DPUid: Distributed Algorithm for Proximity-based Unique ID Assignment in Wireless Sensor Networks, In Proc. of International Conference on Interaction Sciences, ACM, Seoul, Korea, November 2009.

• Atif Hasan Rahman, Masud Hasan and Mahmuda Naznin, Integer Linear Programming in Designing Universal Arrays with Multiplexed Applications, In Proc. of International Conference on Electronic and Computer Technology (ICECT), IEEE, Macau, China, February 2009.

• Mahmuda Naznin and Kendall E. Nygard, Adaptive Coverage in Heterogeneous Sensor Network, In Proc. of the 19th International Conference on Computer Applications in Industry and Engineering (CAINE), ISCA, NV, USA, November 2006.

• Md. Saidur Rahman, Takao Nishizeki, Mahmuda Naznin, Orthogonal Drawings of Plane Graphs without Bends, Journal of Graph Algorithms and Applications (JGAA), 7(4), pp. 335-362, 2003. (journal)

• Md. Saidur Rahman, Mahmuda Naznin and Takao Nishizeki, Orthogonal Drawings of Plane Graphs without Bends, International GD Conference, Vienna, Austria, Lecture Notes in Computer Science (LNCS), Springer, vol. 2265, pp. 392-406, September, 2001.