Farhana H. Zulkernine

According to our database, Farhana H. Zulkernine authored at least 102 papers between 2005 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Data Lakehouse: A survey and experimental study.

Ahmed A. Harby, Farhana H. Zulkernine

Inf. Syst., 2025

2024

YOLO-I3D: Optimizing Inflated 3D Models for Real-Time Human Activity Recognition.

Ruikang Luo, Aman Anand, Farhana H. Zulkernine, François Rivest

J. Imaging, 2024

Self-Supervised Keypoint Detection with Distilled Depth Keypoint Representation.

Aman Anand, Elyas Rashno, Amir Eskandari, Farhana H. Zulkernine

CoRR, 2024

SDA-GRIN for Adaptive Spatial-Temporal Multivariate Time Series Imputation.

Amir Eskandari, Aman Anand, Drishti Sharma, Farhana H. Zulkernine

CoRR, 2024

Survey: Transformer-based Models in Data Modality Conversion.

Elyas Rashno, Amir Eskandari, Aman Anand, Farhana H. Zulkernine

CoRR, 2024

Leveraging Large Language Models for Patient Engagement: The Power of Conversational AI in Digital Health.

Bo Wen, Raquel Norel, Julia Liu, Thaddeus Stappenbeck, Farhana H. Zulkernine, Huamin Chen

CoRR, 2024

Comparative Analysis of Open-Source Language Models in Summarizing Medical Text Data.

Yuhao Chen, Zhimu Wang, Bo Wen, Farhana H. Zulkernine

CoRR, 2024

Privacy-Preserving Multi-Party Keyword-Based Classification of Unstructured Text Data.

Ian Pépin, Furkan Alaca, Farhana H. Zulkernine

Proceedings of the 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2024

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

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

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

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

SKELETRACK: Efficient Tracking of Skeleton in Blurry Videos for Human Activity Recognition.

Haoran Qi, Zihan Zhang, Farhana H. Zulkernine

Proceedings of the 7th Conference on Cloud and Internet of Things, 2024

2023

Guest Editorial: Special Section on Machine Learning and Artificial Intelligence for Managing Networks, Systems, and Services - Part II.

Nur Zincir-Heywood, Robert Birke, Elias Bou-Harb, Giuliano Casale, Khalil El-Khatib, Takeru Inoue, Neeraj Kumar, Hanan Lutfiyya, Deepak Puthal, Abdallah Shami, Natalia Stakhanova, Farhana H. Zulkernine

IEEE Trans. Netw. Serv. Manag., June, 2023

CoBEVFusion: Cooperative Perception with LiDAR-Camera Bird's-Eye View Fusion.

Donghao Qiao, Farhana H. Zulkernine

CoRR, 2023

A Preliminary Study on Pattern Reconstruction for Optimal Storage of Wearable Sensor Data.

Sazia Mahfuz, Farhana H. Zulkernine

CoRR, 2023

Adaptive Feature Fusion for Cooperative Perception using LiDAR Point Clouds.

Donghao Qiao, Farhana H. Zulkernine

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Vulnerability of Open-Source Face Recognition Systems to Blackbox Attacks: A Case Study with InsightFace.

Nafiz Sadman, Kazi Amit Hasan, Elyas Rashno, Furkan Alaca, Yuan Tian, Farhana H. Zulkernine

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Image Caption Generation Based on Image-Text Matching Schema in Deep Reinforcement Learning.

Elyas Rashno, Mahdieh Safarzadehvahed, Farhana H. Zulkernine, Sidney Givigi

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

An Intelligent Email Classification System.

Zili Luo, Farhana H. Zulkernine

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

SPaDe: A Synonym-based Pain-level Detection Tool for Osteoarthritis.

Yuhao Chen, Boqun Shu, Mojtaba Moattari, Farhana H. Zulkernine, John A. Queenan, David Barber

Proceedings of the IEEE International Conference on Digital Health, 2023

Efficient Video Captioning with Frame Similarity-Based Filtering.

Elyas Rashno, Farhana H. Zulkernine

Proceedings of the Database and Expert Systems Applications, 2023

Examining Feasibility and Efficacy of Traditional Stream Clustering Algorithms on Complex Human Activity Recognition Data.

Martin Woo, Farhana H. Zulkernine, Hanady M. Abdulsalam

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

A Comparative Analysis of Graph Neural Networks for Fake News Detection.

Ahmed A. Harby, Farhana H. Zulkernine

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

I3D Light - A Simple Motion Information Stream for I3D.

Ruikang Luo, François Rivest, Farhana H. Zulkernine

Proceedings of the 36th Canadian Conference on Artificial Intelligence, 2023

Quantifying Path Smoothness in Video Object Tracking by Detection.

Mohammed Gasmallah, François Rivest, Farhana H. Zulkernine, Mélanie Breton

Proceedings of the 36th Canadian Conference on Artificial Intelligence, 2023

2022

Guest Editorial: Special Issue on Machine Learning and Artificial Intelligence for Managing Networks, Systems, and Services - Part I.

Nur Zincir-Heywood, Robert Birke, Elias Bou-Harb, Giuliano Casale, Khalil El-Khatib, Takeru Inoue, Neeraj Kumar, Hanan Lutfiyya, Deepak Puthal, Abdallah Shami, Natalia Stakhanova, Farhana H. Zulkernine

IEEE Trans. Netw. Serv. Manag., December, 2022

Developing a Cancer Digital Twin: Supervised Metastases Detection From Consecutive Structured Radiology Reports.

Karen E. Batch, Jianwei Yue, Alex Darcovich, Kaelan Lupton, Corinne C. Liu, David P. Woodlock, Mohammad Ali K. El Amine, Pamela I. Causa-Andrieu, Lior Gazit, Gary H. Nguyen, Farhana H. Zulkernine, Richard K. G. Do, Amber L. Simpson

Frontiers Artif. Intell., 2022

ProjB: An Improved Bilinear Biased ProjE model for Knowledge Graph Completion.

Mojtaba Moattari, Sahar Vahdati, Farhana H. Zulkernine

CoRR, 2022

AI in predicting COPD in the Canadian population.

Hasan Zafari, Sarah Langlois, Farhana H. Zulkernine, Leanne Kosowan, Alexander Singer

Biosyst., 2022

ReViSe: Remote Vital Signs Measurement Using Smartphone Camera.

Donghao Qiao, Amtul Haq Ayesha, Farhana H. Zulkernine, Nauman Jaffar, Raihan Masroor

IEEE Access, 2022

A Web Application for Experimenting and Validating Remote Measurement of Vital Signs.

Amtul Haq Ayesha, Donghao Qiao, Farhana H. Zulkernine

Proceedings of the Information Integration and Web Intelligence, 2022

A Comparative Study of De-identification Tools to Apply to Free-Text Clinical Notes.

Ian Pépin, Farhana H. Zulkernine

Proceedings of the 32nd Annual International Conference on Computer Science and Software Engineering, 2022

Predictive Modeling of Diabetes using EMR Data.

Hasan Zafari, Jie Li, Farhana H. Zulkernine, Leanne Kosowan, Alexander Singer

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

From Data Warehouse to Lakehouse: A Comparative Review.

Ahmed A. Harby, Farhana H. Zulkernine

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Condition-CNN: A hierarchical multi-label fashion image classification model.

Brendan Kolisnik, Isaac Hogan, Farhana H. Zulkernine

Expert Syst. Appl., 2021

Measuring Heart Rate and Heart Rate Variability with Smartphone Camera.

Donghao Qiao, Farhana H. Zulkernine, Raihan Masroor, Roshaan Rasool, Nauman Jaffar

Proceedings of the 22nd IEEE International Conference on Mobile Data Management, 2021

Detection of Similar Legal Cases on Personal Injury.

Jason T. Lam, Yuhao Chen, Farhana H. Zulkernine, Samuel Dahan

Proceedings of the 2021 International Conference on Data Mining, 2021

FireWarn: Fire Hazards Detection Using Deep Learning Models.

Isaac Hogan, Donghao Qiao, Ruikang Luo, Mojtaba Moattari, Austin Carthy, Farhana H. Zulkernine, François Rivest, Mélanie Breton

Proceedings of the Third IEEE International Conference on Cognitive Machine Intelligence, 2021

Incremental Community Detection in Distributed Dynamic Graph.

Tariq Abughofa, Ahmed A. Harby, Haruna Isah, Farhana H. Zulkernine

Proceedings of the Seventh IEEE International Conference on Big Data Computing Service and Applications, 2021

Drivable Area Detection Using Deep Learning Models for Autonomous Driving.

Donghao Qiao, Farhana H. Zulkernine

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

BIRD-QA: A BERT-based Information Retrieval Approach to Domain Specific Question Answering.

Yuhao Chen, Farhana H. Zulkernine

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Predicting the Length of Stay of Patients in Hospitals.

Zhiwei Fu, Xinran Gu, Jia Fu, Mojtaba Moattari, Farhana H. Zulkernine

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Heart Rate Monitoring Using PPG With Smartphone Camera.

Amtul Haq Ayesha, Donghao Qiao, Farhana H. Zulkernine

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Chatsum: An Intelligent Medical Chat Summarization Tool.

Hasan Zafari, Farhana H. Zulkernine

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

2020

A Big Data Lake for Multilevel Streaming Analytics.

Ruoran Liu, Haruna Isah, Farhana H. Zulkernine

CoRR, 2020

Towards a Natural Language Query Processing System.

Chantal Montgomery, Haruna Isah, Farhana H. Zulkernine

CoRR, 2020

Vision-based Vehicle Detection and Distance Estimation.

Donghao Qiao, Farhana H. Zulkernine

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

The Gap between Deep Learning and Law: Predicting Employment Notice.

Jason T. Lam, David Liang, Samuel Dahan, Farhana H. Zulkernine

Proceedings of the Natural Legal Language Processing Workshop 2020 co-located with the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD 2020), 2020

Intelligent Transportation System: Managing Pandemic Induced Threats to the People and Economy.

Priyanka Trivedi, Farhana H. Zulkernine

Proceedings of the 8th IEEE International Conference on Smart City and Informatization, 2020

Facial Expression Recognition Using a Simplified Convolutional Neural Network Model.

Amany A. Kandeel, Mina Rahmanian, Farhana H. Zulkernine, Hazem M. Abbas, Hossam S. Hassanein

Proceedings of the International Conference on Communications, 2020

Componentry Analysis of Intelligent Transportation Systems in Smart Cities towards a Connected Future.

Priyanka Trivedi, Farhana H. Zulkernine

Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

Determining Worker Type from Legal Text Data using Machine Learning.

Yifei Yin, Farhana H. Zulkernine, Samuel Dahan

Proceedings of the IEEE Intl Conf on Dependable, 2020

Effects of Pre-trained Word Embeddings on Text-based Deception Detection.

David Nam, Jerin Yasmin, Farhana H. Zulkernine

Proceedings of the IEEE Intl Conf on Dependable, 2020

Predicting Chronic Obstructive Pulmonary Disease from EMR data.

Hasan Zafari, Sarah Langlois, Farhana H. Zulkernine, Leanne Kosowan, Alexander Singer

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2020

Dilated Squeeze-and-Excitation U-Net for Fetal Ultrasound Image Segmentation.

Donghao Qiao, Farhana H. Zulkernine

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2020

2019

A Real-Time Patient Monitoring Framework for Fall Detection.

Dharmitha Ajerla, Sazia Mahfuz, Farhana H. Zulkernine

Wirel. Commun. Mob. Comput., 2019

A Survey of Distributed Data Stream Processing Frameworks.

Haruna Isah, Tariq Abughofa, Sazia Mahfuz, Dharmitha Ajerla, Farhana H. Zulkernine, Shahzad Khan

IEEE Access, 2019

Computer Vision for Detecting and Measuring Multicellular Tumor Shperoids of Prostate Cancer.

Alex Wojaczek, Regina-Veronicka Kalaydina, Mohammed Gasmallah, Myron R. Szewczuk, Farhana H. Zulkernine

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Diagnosing PTSD using electronic medical records from canadian primary care data.

Emily Kaczmarek, Alexander Salgo, Hasan Zafari, Leanne Kosowan, Alexander Singer, Farhana H. Zulkernine

Proceedings of the 6th International Conference on Networking, Systems and Securit, 2019

A Voice Interactive Multilingual Student Support System using IBM Watson.

Kennedy Ralston, Yuhao Chen, Haruna Isah, Farhana H. Zulkernine

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

A Scalable Framework for Multilevel Streaming Data Analytics using Deep Learning.

Shihao Ge, Haruna Isah, Farhana H. Zulkernine, Shahzad Khan

Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019

Xu: An Automated Query Expansion and Optimization Tool.

Morgan Gallant, Haruna Isah, Farhana H. Zulkernine, Shahzad Khan

Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019

A hands-on tutorial on deep learning for object and pattern recognition.

Farhana H. Zulkernine, Haruna Isah, Sazia Mahfuz, Mohammed Gasmallah, Jason T. Lam, Shahzad Khan

Proceedings of the 29th Annual International Conference on Computer Science and Software Engineering, 2019

Smart Phone Based Human Activity Recognition.

Hongkai Chen, Sazia Mahfuz, Farhana H. Zulkernine

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Fully End-To-End Super-Resolved Bone Age Estimation.

Mohammed Gasmallah, Farhana H. Zulkernine, François Rivest, Parvin Mousavi, Alireza Sedghi

Proceedings of the Advances in Artificial Intelligence, 2019

2018

A Voice Controlled E-Commerce Web Application.

Mandeep Singh Kandhari, Farhana H. Zulkernine, Haruna Isah

CoRR, 2018

Detecting Irregular Patterns in IoT Streaming Data for Fall Detection.

Sazia Mahfuz, Haruna Isah, Farhana H. Zulkernine, Peter Nicholls

CoRR, 2018

The use of Virtual Reality in Enhancing Interdisciplinary Research and Education.

Tiffany Leung, Farhana H. Zulkernine, Haruna Isah

CoRR, 2018

Automated Query Expansion using High Dimensional Clustering.

Morgan Gallant, Haruna Isah, Farhana H. Zulkernine

CoRR, 2018

Detecting Low Back Pain from Clinical Narratives Using Machine Learning Approaches.

Michael Judd, Farhana H. Zulkernine, Brent Wolfrom, David Barber, Akshay Rajaram

Proceedings of the Database and Expert Systems Applications, 2018

Sprouter: Dynamic Graph Processing over Data Streams at Scale.

Tariq Abughofa, Farhana H. Zulkernine

Proceedings of the Database and Expert Systems Applications, 2018

Large-scale multilevel streaming data analytics.

Farhana H. Zulkernine, Haruna Isah, Sidney Givigi, Yan Liu, Edward Shim, Marwa Elsayed

Proceedings of the 28th Annual International Conference on Computer Science and Software Engineering, 2018

Predicting the Effects of News Sentiments on the Stock Market.

Dev Shah, Haruna Isah, Farhana H. Zulkernine

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

A Comparative Study of LSTM and DNN for Stock Market Forecasting.

Dev Shah, Wesley Campbell, Farhana H. Zulkernine

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

A Scalable and Robust Framework for Data Stream Ingestion.

Haruna Isah, Farhana H. Zulkernine

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Particle swarm optimization for large-scale clustering on apache spark.

Matthew Sherar, Farhana H. Zulkernine

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Lexa: A tool for detecting dyslexia through auditory processing.

Alexandra Poole, Farhana H. Zulkernine, Catherine Aylward

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Towards building a hybrid model for predicting stock indexes.

Jonathan Creighton, Farhana H. Zulkernine

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Leveraging distributed big data storage support in CLAaaS for WINGS workflow management system.

Hadeel Alghamdi, Farhana H. Zulkernine, Patrick Martin

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Towards online graph processing with spark streaming.

Tariq Abughofa, Farhana H. Zulkernine

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Using machine learning to predict hypertension from a clinical dataset.

Daniel Lafrenière, Farhana H. Zulkernine, David Barber, Ken Martin

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Predicting Movie Box Office Profitability: A Neural Network Approach.

Travis Ginmu Rhee, Farhana H. Zulkernine

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

ArchiGen: a conceptual form design tool using an evolutionary computing approach.

Arwin Chan, Farhana H. Zulkernine

Proceedings of the 26th Annual International Conference on Computer Science and Software Engineering, 2016

Proactive auto-scaling of resources for stream processing engines in the cloud.

Tarek M. Ahmed, Farhana H. Zulkernine, James R. Cordy

Proceedings of the 26th Annual International Conference on Computer Science and Software Engineering, 2016

BINARY: A framework for big data integration for ad-hoc querying.

Azadeh Eftekhari, Farhana H. Zulkernine, Patrick Martin

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

Cost-Effective Resource Configurations for Multi-Tenant Database Systems in Public Clouds.

Rizwan Mian, Patrick Martin, Farhana H. Zulkernine, José Luis Vázquez-Poletti

Int. J. Cloud Appl. Comput., 2015

2013

Towards building performance models for data-intensive workloads in public clouds.

Rizwan Mian, Patrick Martin, Farhana H. Zulkernine, José Luis Vázquez-Poletti

Proceedings of the ACM/SPEC International Conference on Performance Engineering, 2013

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

Proceedings of the 2nd International Workshop on Big Data, 2013

Analytics-as-a-service: confluence of big data, cloud computing and software-as-a-service.

Patrick Martin, Farhana H. Zulkernine, Shady Khalifa, Azadeh Eftekhari, B. Ashtiani, Dan Rope, Mike McRoberts, Craig Statchuk

Proceedings of the Center for Advanced Studies on Collaborative Research, 2013

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

Proceedings of the IEEE International Congress on Big Data, 2013

2012

Estimating resource costs of data-intensive workloads in public clouds.

Rizwan Mian, Patrick Martin, Farhana H. Zulkernine, José Luis Vázquez-Poletti

Proceedings of the 10th International Workshop on Middleware for Grids, 2012

A Constraint-Driven Business Object Model for Service-Based Business Processes.

Farhana H. Zulkernine, Piergiorgio Bertoli, Marco Pistore, Andreas Friesen, Jens Lemcke, Bernhard Thimmel, Otfried von Geisau

Proceedings of the Ninth International Conference on Information Technology: New Generations, 2012

Towards a Training-Oriented Adaptive Decision Guidance and Support System.

Farhana H. Zulkernine, Patrick Martin, Sima Soltani, Wendy Powley, Serge Mankovski, Mark Addleman

Proceedings of the Workshops Proceedings of the IEEE 28th International Conference on Data Engineering, 2012

Ultra-large scale services.

Patrick Martin, Farhana H. Zulkernine

Proceedings of the Center for Advanced Studies on Collaborative Research, 2012

2011

An Adaptive and Intelligent SLA Negotiation System for Web Services.

Farhana H. Zulkernine, Patrick Martin

IEEE Trans. Serv. Comput., 2011

2009

A Comprehensive Service Management Middleware for Autonomic Management of Composite Web Services-Based Processes.

Farhana H. Zulkernine

PhD thesis, 2009

A Design Theory Approach to Building Strategic Network-Based Customer Service Systems.

M. Kathryn Brohman, Gabriele Piccoli, Patrick Martin, Farhana H. Zulkernine, A. Parasuraman, Richard T. Watson

Decis. Sci., 2009

A Policy-Based Middleware for Web Services SLA Negotiation.

Farhana H. Zulkernine, Patrick Martin, Chris Craddock, Kirk Wilson

Proceedings of the IEEE International Conference on Web Services, 2009

Autonomic Management of Networked Web Services-Based Processes.

Farhana H. Zulkernine, Wendy Powley, Patrick Martin

Proceedings of the Autonomic Computing and Networking, 2009

2008

A Middleware Solution to Monitoring Composite Web Services-Based Processes.

Farhana H. Zulkernine, Patrick Martin, Kirk Wilson

Proceedings of the 2008 IEEE World Congress on Services, 2008

2007

Reputation-Enhanced QoS-based Web Services Discovery.

Ziqiang Xu, Patrick Martin, Wendy Powley, Farhana H. Zulkernine

Proceedings of the 2007 IEEE International Conference on Web Services (ICWS 2007), 2007

Conceptual Framework for a Comprehensive Service Management Middleware.

Farhana H. Zulkernine, Patrick Martin

Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007

2005

Architecture for an Autonomic Web Services Environment.

Wenhu Tian, Farhana H. Zulkernine, Jared Zebedee, Wendy Powley, Patrick Martin

Proceedings of the Web Services and Model-Driven Enterprise Information Services, 2005