| 2025 | COMPSAC | Automatic Diagnosis of Hip and Knee Osteoarthritis from Medical Text Records. | Jiahao Cai, Vidhi Kokel, Farhana H. Zulkernine, John A. Queenan, David Barber |
| 2025 | COMPSAC | SDA-GRIN for Adaptive Spatial-Temporal Multivariate Time Series Imputation. | Amir Eskandari, Aman Anand, Drishti Sharma, Farhana H. Zulkernine |
| 2025 | COMPSAC | Towards a Voice-Adaptive LLM-Based Conversation Bot for Enhanced User Interaction. | Amir Eskandari, Tahosina Monir, Farhana H. Zulkernine, Michele Morningstar, Jordan Poppenk, Bjrn Herrmann |
| 2024 | COMPSAC | Assist-Bot: A Voice-Enabled Assistant for Seniors. | Yuhao Chen, Jiahao Cai, Siyu Chen, Farhana H. Zulkernine, Nauman Jaffar, Amina Al-Marzouqi, Nabeel Al-Yateem, Syed Azizur Rahman |
| 2024 | COMPSAC | Revolutionizing Healthcare Management: Architecture of a Web-based Medical Triage Service. | Ahmed A. Harby, Eyad ElKhodary, Ronan Almeida, Drishti Sharma, Farhana H. Zulkernine, Furkan Alaca, Khalid Elgazzar, Amina Al-Marzouqi, Nabeel Al-Yateem, Syed Azizur Rahman |
| 2024 | DCOSS | Privacy-Preserving Multi-Party Keyword-Based Classification of Unstructured Text Data. | Ian Ppin, Furkan Alaca, Farhana H. Zulkernine |
| 2024 | DICTA | CoBEVFusion Cooperative Perception with LiDAR-Camera Bird's Eye View Fusion. | Donghao Qiao, Farhana H. Zulkernine, Aman Anand |
| 2023 | AI | Quantifying Path Smoothness in Video Object Tracking by Detection. | Mohammed Gasmallah, Franois Rivest, Farhana H. Zulkernine, Mlanie Breton |
| 2023 | AI | I3D Light - A Simple Motion Information Stream for I3D. | Ruikang Luo, Franois Rivest, Farhana H. Zulkernine |
| 2023 | COMPSAC | A Comparative Analysis of Graph Neural Networks for Fake News Detection. | Ahmed A. Harby, Farhana H. Zulkernine |
| 2023 | COMPSAC | Examining Feasibility and Efficacy of Traditional Stream Clustering Algorithms on Complex Human Activity Recognition Data. | Martin Woo, Farhana H. Zulkernine, Hanady M. Abdulsalam |
| 2023 | DEXA | Efficient Video Captioning with Frame Similarity-Based Filtering. | Elyas Rashno, Farhana H. Zulkernine |
| 2023 | WACV | Adaptive Feature Fusion for Cooperative Perception using LiDAR Point Clouds. | Donghao Qiao, Farhana H. Zulkernine |
| 2022 | IIWAS | A Web Application for Experimenting and Validating Remote Measurement of Vital Signs. | Amtul Haq Ayesha, Donghao Qiao, Farhana H. Zulkernine |
| 2021 | MDM | Measuring Heart Rate and Heart Rate Variability with Smartphone Camera. | Donghao Qiao, Farhana H. Zulkernine, Raihan Masroor, Roshaan Rasool, Nauman Jaffar |
| 2020 | CIBCB | Dilated Squeeze-and-Excitation U-Net for Fetal Ultrasound Image Segmentation. | Donghao Qiao, Farhana H. Zulkernine |
| 2020 | CIBCB | Predicting Chronic Obstructive Pulmonary Disease from EMR data. | Hasan Zafari, Sarah Langlois, Farhana H. Zulkernine, Leanne Kosowan, Alexander Singer |
| 2020 | DASC | Effects of Pre-trained Word Embeddings on Text-based Deception Detection. | David Nam, Jerin Yasmin, Farhana H. Zulkernine |
| 2020 | DASC | Determining Worker Type from Legal Text Data using Machine Learning. | Yifei Yin, Farhana H. Zulkernine, Samuel Dahan |
| 2020 | HPCC | Componentry Analysis of Intelligent Transportation Systems in Smart Cities towards a Connected Future. | Priyanka Trivedi, Farhana H. Zulkernine |
| 2020 | KDD | The Gap between Deep Learning and Law: Predicting Employment Notice. | Jason T. Lam, David Liang, Samuel Dahan, Farhana H. Zulkernine |
| 2019 | AI | Fully End-To-End Super-Resolved Bone Age Estimation. | Mohammed Gasmallah, Farhana H. Zulkernine, Franois Rivest, Parvin Mousavi, Alireza Sedghi |
| 2019 | COMPSAC | Xu: An Automated Query Expansion and Optimization Tool. | Morgan Gallant, Haruna Isah, Farhana H. Zulkernine, Shahzad Khan |
| 2019 | COMPSAC | A Scalable Framework for Multilevel Streaming Data Analytics using Deep Learning. | Shihao Ge, Haruna Isah, Farhana H. Zulkernine, Shahzad Khan |
| 2019 | ICMLA | A Voice Interactive Multilingual Student Support System using IBM Watson. | Kennedy Ralston, Yuhao Chen, Haruna Isah, Farhana H. Zulkernine |
| 2018 | DEXA | Sprouter: Dynamic Graph Processing over Data Streams at Scale. | Tariq Abughofa, Farhana H. Zulkernine |
| 2016 | ICMLA | Predicting Movie Box Office Profitability: A Neural Network Approach. | Travis Ginmu Rhee, Farhana H. Zulkernine |
| 2013 | BigData | Towards Cloud-Based Analytics-as-a-Service (CLAaaS) for Big Data Analytics in the Cloud. | Farhana H. Zulkernine, Patrick Martin, Ying Zou, Michael Bauer, Femida Gwadry-Sridhar, Ashraf Aboulnaga |
| 2013 | KDD | CAPRI: a tool for mining complex line patterns in large log data. | Farhana H. Zulkernine, Patrick Martin, Wendy Powley, Sima Soltani, Serge Mankovski, Mark Addleman |
| 2012 | ICDE | Towards a Training-Oriented Adaptive Decision Guidance and Support System. | Farhana H. Zulkernine, Patrick Martin, Sima Soltani, Wendy Powley, Serge Mankovski, Mark Addleman |
| 2012 | Middleware | Estimating resource costs of data-intensive workloads in public clouds. | Rizwan Mian, Patrick Martin, Farhana H. Zulkernine, Jos Luis Vzquez-Poletti |
| 2009 | ICWS | A Policy-Based Middleware for Web Services SLA Negotiation. | Farhana H. Zulkernine, Patrick Martin, Chris Craddock, Kirk Wilson |
| 2008 | SERVICES | A Middleware Solution to Monitoring Composite Web Services-Based Processes. | Farhana H. Zulkernine, Patrick Martin, Kirk Wilson |
| 2007 | AINA | Conceptual Framework for a Comprehensive Service Management Middleware. | Farhana H. Zulkernine, Patrick Martin |
| 2007 | ICWS | Reputation-Enhanced QoS-based Web Services Discovery. | Ziqiang Xu, Patrick Martin, Wendy Powley, Farhana H. Zulkernine |