Farhana H. Zulkernine

ORCID

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 82

Top Venues

Queen's University at Kingston, Ontario, Canada (PHD)

Education History

Queen's University at Kingston, Ontario, Canada

PHD

Publications

Mohammed Gasmallah, François Rivest, Farhana H. Zulkernine, Mélanie Breton
Quantifying Path Smoothness in Video Object Tracking by Detection. Canadian AI (2023)
Ruikang Luo, François Rivest, Farhana H. Zulkernine
I3D Light - A Simple Motion Information Stream for I3D. Canadian AI (2023)
Elyas Rashno, Farhana H. Zulkernine
Efficient Video Captioning with Frame Similarity-Based Filtering. DEXA (2) (2023)
Martin Woo, Farhana H. Zulkernine, Hanady M. Abdulsalam
Examining Feasibility and Efficacy of Traditional Stream Clustering Algorithms on Complex Human Activity Recognition Data. COMPSAC (2023)
Nafiz Sadman, Kazi Amit Hasan, Elyas Rashno, Furkan Alaca, Yuan Tian, Farhana H. Zulkernine
Vulnerability of Open-Source Face Recognition Systems to Blackbox Attacks: A Case Study with InsightFace. SSCI (2023)
Ahmed A. Harby, Farhana H. Zulkernine
A Comparative Analysis of Graph Neural Networks for Fake News Detection. COMPSAC (2023)
Yuhao Chen, Boqun Shu, Mojtaba Moattari, Farhana H. Zulkernine, John A. Queenan, David Barber
SPaDe: A Synonym-based Pain-level Detection Tool for Osteoarthritis. ICDH (2023)
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
Guest Editorial: Special Section on Machine Learning and Artificial Intelligence for Managing Networks, Systems, and Services - Part II. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Donghao Qiao, Farhana H. Zulkernine
Adaptive Feature Fusion for Cooperative Perception using LiDAR Point Clouds. WACV (2023)
Elyas Rashno, Mahdieh Safarzadehvahed, Farhana H. Zulkernine, Sidney Givigi
Image Caption Generation Based on Image-Text Matching Schema in Deep Reinforcement Learning. SSCI (2023)
Sazia Mahfuz, Farhana H. Zulkernine
A Preliminary Study on Pattern Reconstruction for Optimal Storage of Wearable Sensor Data. CoRR (2023)
Zili Luo, Farhana H. Zulkernine
An Intelligent Email Classification System. SSCI (2023)
Donghao Qiao, Farhana H. Zulkernine
CoBEVFusion: Cooperative Perception with LiDAR-Camera Bird's-Eye View Fusion. CoRR (2023)
Amtul Haq Ayesha, Donghao Qiao, Farhana H. Zulkernine
A Web Application for Experimenting and Validating Remote Measurement of Vital Signs. iiWAS (2022)
Ian Pépin, Farhana H. Zulkernine
A Comparative Study of De-identification Tools to Apply to Free-Text Clinical Notes. CASCON (2022)
Hasan Zafari, Sarah Langlois, Farhana H. Zulkernine, Leanne Kosowan, Alexander Singer
AI in predicting COPD in the Canadian population. Biosyst. 211 (2022)
Hasan Zafari, Jie Li, Farhana H. Zulkernine, Leanne Kosowan, Alexander Singer
Predictive Modeling of Diabetes using EMR Data. HEALTHINF (2022)
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
Guest Editorial: Special Issue on Machine Learning and Artificial Intelligence for Managing Networks, Systems, and Services - Part I. IEEE Trans. Netw. Serv. Manag. 19 (4) (2022)
Donghao Qiao, Amtul Haq Ayesha, Farhana H. Zulkernine, Raihan Masroor, Nauman Jaffar
ReViSe: Remote Vital Signs Measurement Using Smartphone Camera. CoRR (2022)
Mojtaba Moattari, Sahar Vahdati, Farhana H. Zulkernine
ProjB: An Improved Bilinear Biased ProjE model for Knowledge Graph Completion. CoRR (2022)
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
Developing a Cancer Digital Twin: Supervised Metastases Detection From Consecutive Structured Radiology Reports. Frontiers Artif. Intell. 5 (2022)
Ahmed A. Harby, Farhana H. Zulkernine
From Data Warehouse to Lakehouse: A Comparative Review. Big Data (2022)
Donghao Qiao, Amtul Haq Ayesha, Farhana H. Zulkernine, Nauman Jaffar, Raihan Masroor
ReViSe: Remote Vital Signs Measurement Using Smartphone Camera. IEEE Access 10 (2022)
Donghao Qiao, Farhana H. Zulkernine
Adaptive Feature Fusion for Cooperative Perception using LiDAR Point Clouds. CoRR (2022)
Amtul Haq Ayesha, Donghao Qiao, Farhana H. Zulkernine
A Web Application for Experimenting and Validating Remote Measurement of Vital Signs. CoRR (2022)
Tariq Abughofa, Ahmed A. Harby, Haruna Isah, Farhana H. Zulkernine
Incremental Community Detection in Distributed Dynamic Graph. BigDataService (2021)
Donghao Qiao, Farhana H. Zulkernine, Raihan Masroor, Roshaan Rasool, Nauman Jaffar
Measuring Heart Rate and Heart Rate Variability with Smartphone Camera. MDM (2021)
Hasan Zafari, Farhana H. Zulkernine
Chatsum: An Intelligent Medical Chat Summarization Tool. BHI (2021)
Yuhao Chen, Farhana H. Zulkernine
BIRD-QA: A BERT-based Information Retrieval Approach to Domain Specific Question Answering. IEEE BigData (2021)
Donghao Qiao, Farhana H. Zulkernine
Drivable Area Detection Using Deep Learning Models for Autonomous Driving. IEEE BigData (2021)
Tariq Abughofa, Ahmed A. Harby, Haruna Isah, Farhana H. Zulkernine
Incremental Community Detection in Distributed Dynamic Graph. CoRR (2021)
Amtul Haq Ayesha, Donghao Qiao, Farhana H. Zulkernine
Heart Rate Monitoring Using PPG With Smartphone Camera. BIBM (2021)
Isaac Hogan, Donghao Qiao, Ruikang Luo, Mojtaba Moattari, Austin Carthy, Farhana H. Zulkernine, François Rivest, Mélanie Breton
FireWarn: Fire Hazards Detection Using Deep Learning Models. CogMI (2021)
Zhiwei Fu, Xinran Gu, Jia Fu, Mojtaba Moattari, Farhana H. Zulkernine
Predicting the Length of Stay of Patients in Hospitals. BIBM (2021)
Brendan Kolisnik, Isaac Hogan, Farhana H. Zulkernine
Condition-CNN: A hierarchical multi-label fashion image classification model. Expert Syst. Appl. 182 (2021)
Jason T. Lam, Yuhao Chen, Farhana H. Zulkernine, Samuel Dahan
Detection of Similar Legal Cases on Personal Injury. ICDM (Workshops) (2021)
Donghao Qiao, Farhana H. Zulkernine
Vision-based Vehicle Detection and Distance Estimation. SSCI (2020)
Amany A. Kandeel, Mina Rahmanian, Farhana H. Zulkernine, Hazem M. Abbas, Hossam S. Hassanein
Facial Expression Recognition Using a Simplified Convolutional Neural Network Model. ICCSPA (2020)
Kennedy Ralston, Yuhao Chen, Haruna Isah, Farhana H. Zulkernine
A Voice Interactive Multilingual Student Support System using IBM Watson. CoRR (2020)
Chantal Montgomery, Haruna Isah, Farhana H. Zulkernine
Towards a Natural Language Query Processing System. CoRR (2020)
Ruoran Liu, Haruna Isah, Farhana H. Zulkernine
A Big Data Lake for Multilevel Streaming Analytics. CoRR (2020)
Hasan Zafari, Sarah Langlois, Farhana H. Zulkernine, Leanne Kosowan, Alexander Singer
Predicting Chronic Obstructive Pulmonary Disease from EMR data. CIBCB (2020)
Jason T. Lam, David Liang, Samuel Dahan, Farhana H. Zulkernine
The Gap between Deep Learning and Law: Predicting Employment Notice. NLLP@KDD (2020)
Priyanka Trivedi, Farhana H. Zulkernine
Componentry Analysis of Intelligent Transportation Systems in Smart Cities towards a Connected Future. HPCC/DSS/SmartCity (2020)
Donghao Qiao, Farhana H. Zulkernine
Dilated Squeeze-and-Excitation U-Net for Fetal Ultrasound Image Segmentation. CIBCB (2020)
David Nam, Jerin Yasmin, Farhana H. Zulkernine
Effects of Pre-trained Word Embeddings on Text-based Deception Detection. DASC/PiCom/CBDCom/CyberSciTech (2020)
Yifei Yin, Farhana H. Zulkernine, Samuel Dahan
Determining Worker Type from Legal Text Data using Machine Learning. DASC/PiCom/CBDCom/CyberSciTech (2020)
Priyanka Trivedi, Farhana H. Zulkernine
Intelligent Transportation System: Managing Pandemic Induced Threats to the People and Economy. iSCI (2020)
Mohammed Gasmallah, Farhana H. Zulkernine, François Rivest, Parvin Mousavi, Alireza Sedghi
Fully End-To-End Super-Resolved Bone Age Estimation. Canadian Conference on AI (2019)
Alex Wojaczek, Regina-Veronicka Kalaydina, Mohammed Gasmallah, Myron R. Szewczuk, Farhana H. Zulkernine
Computer Vision for Detecting and Measuring Multicellular Tumor Shperoids of Prostate Cancer. SSCI (2019)
Kennedy Ralston, Yuhao Chen, Haruna Isah, Farhana H. Zulkernine
A Voice Interactive Multilingual Student Support System using IBM Watson. ICMLA (2019)
Shihao Ge, Haruna Isah, Farhana H. Zulkernine, Shahzad Khan
A Scalable Framework for Multilevel Streaming Data Analytics using Deep Learning. CoRR (2019)
Hongkai Chen, Sazia Mahfuz, Farhana H. Zulkernine
Smart Phone Based Human Activity Recognition. BIBM (2019)
Shihao Ge, Haruna Isah, Farhana H. Zulkernine, Shahzad Khan
A Scalable Framework for Multilevel Streaming Data Analytics using Deep Learning. COMPSAC (2) (2019)
Emily Kaczmarek, Alexander Salgo, Hasan Zafari, Leanne Kosowan, Alexander Singer, Farhana H. Zulkernine
Diagnosing PTSD using electronic medical records from canadian primary care data. NSysS (2019)
Dharmitha Ajerla, Sazia Mahfuz, Farhana H. Zulkernine
A Real-Time Patient Monitoring Framework for Fall Detection. Wirel. Commun. Mob. Comput. 2019 (2019)
Morgan Gallant, Haruna Isah, Farhana H. Zulkernine, Shahzad Khan
Xu: An Automated Query Expansion and Optimization Tool. COMPSAC (1) (2019)
Farhana H. Zulkernine, Haruna Isah, Sazia Mahfuz, Mohammed Gasmallah, Jason T. Lam, Shahzad Khan
A hands-on tutorial on deep learning for object and pattern recognition. CASCON (2019)
Haruna Isah, Tariq Abughofa, Sazia Mahfuz, Dharmitha Ajerla, Farhana H. Zulkernine, Shahzad Khan
A Survey of Distributed Data Stream Processing Frameworks. IEEE Access 7 (2019)
Dev Shah, Wesley Campbell, Farhana H. Zulkernine
A Comparative Study of LSTM and DNN for Stock Market Forecasting. IEEE BigData (2018)
Michael Judd, Farhana H. Zulkernine, Brent Wolfrom, David Barber, Akshay Rajaram
Detecting Low Back Pain from Clinical Narratives Using Machine Learning Approaches. DEXA Workshops (2018)
Dev Shah, Haruna Isah, Farhana H. Zulkernine
Predicting the Effects of News Sentiments on the Stock Market. IEEE BigData (2018)
Haruna Isah, Farhana H. Zulkernine
A Scalable and Robust Framework for Data Stream Ingestion. IEEE BigData (2018)
Mandeep Singh Kandhari, Farhana H. Zulkernine, Haruna Isah
A Voice Controlled E-Commerce Web Application. CoRR (2018)
Tiffany Leung, Farhana H. Zulkernine, Haruna Isah
The use of Virtual Reality in Enhancing Interdisciplinary Research and Education. CoRR (2018)
Sazia Mahfuz, Haruna Isah, Farhana H. Zulkernine, Peter Nicholls
Detecting Irregular Patterns in IoT Streaming Data for Fall Detection. CoRR (2018)
Tariq Abughofa, Farhana H. Zulkernine
Sprouter: Dynamic Graph Processing over Data Streams at Scale. DEXA (2) (2018)
Haruna Isah, Farhana H. Zulkernine
A Scalable and Robust Framework for Data Stream Ingestion. CoRR (2018)
Morgan Gallant, Haruna Isah, Farhana H. Zulkernine
Automated Query Expansion using High Dimensional Clustering. CoRR (2018)
Dev Shah, Haruna Isah, Farhana H. Zulkernine
Predicting the Effects of News Sentiments on the Stock Market. CoRR (2018)
Farhana H. Zulkernine, Haruna Isah, Sidney Givigi, Yan Liu, Edward Shim, Marwa Elsayed
Large-scale multilevel streaming data analytics. CASCON (2018)
Tariq Abughofa, Farhana H. Zulkernine
Towards online graph processing with spark streaming. IEEE BigData (2017)
Matthew Sherar, Farhana H. Zulkernine
Particle swarm optimization for large-scale clustering on apache spark. SSCI (2017)
Jonathan Creighton, Farhana H. Zulkernine
Towards building a hybrid model for predicting stock indexes. IEEE BigData (2017)
Alexandra Poole, Farhana H. Zulkernine, Catherine Aylward
Lexa: A tool for detecting dyslexia through auditory processing. SSCI (2017)
Hadeel Alghamdi, Farhana H. Zulkernine, Patrick Martin
Leveraging distributed big data storage support in CLAaaS for WINGS workflow management system. IEEE BigData (2017)
Azadeh Eftekhari, Farhana H. Zulkernine, Patrick Martin
BINARY: A framework for big data integration for ad-hoc querying. IEEE BigData (2016)
Travis Ginmu Rhee, Farhana H. Zulkernine
Predicting Movie Box Office Profitability: A Neural Network Approach. ICMLA (2016)
Arwin Chan, Farhana H. Zulkernine
ArchiGen: a conceptual form design tool using an evolutionary computing approach. CASCON (2016)
Tarek M. Ahmed, Farhana H. Zulkernine, James R. Cordy
Proactive auto-scaling of resources for stream processing engines in the cloud. CASCON (2016)
Daniel Lafrenière, Farhana H. Zulkernine, David Barber, Ken Martin
Using machine learning to predict hypertension from a clinical dataset. SSCI (2016)
Rizwan Mian, Patrick Martin, Farhana H. Zulkernine, José Luis Vázquez-Poletti
Cost-Effective Resource Configurations for Multi-Tenant Database Systems in Public Clouds. Int. J. Cloud Appl. Comput. 5 (2) (2015)
Farhana H. Zulkernine, Patrick Martin, Ying Zou, Michael Bauer, Femida Gwadry-Sridhar, Ashraf Aboulnaga
Towards Cloud-Based Analytics-as-a-Service (CLAaaS) for Big Data Analytics in the Cloud. BigData Congress (2013)
Rizwan Mian, Patrick Martin, Farhana H. Zulkernine, José Luis Vázquez-Poletti
Towards building performance models for data-intensive workloads in public clouds. ICPE (2013)
Farhana H. Zulkernine, Patrick Martin, Wendy Powley, Sima Soltani, Serge Mankovski, Mark Addleman
CAPRI: a tool for mining complex line patterns in large log data. BigMine (2013)
Patrick Martin, Farhana H. Zulkernine, Shady Khalifa, Azadeh Eftekhari, B. Ashtiani, Dan Rope, Mike McRoberts, Craig Statchuk
Analytics-as-a-service: confluence of big data, cloud computing and software-as-a-service. CASCON (2013)
Farhana H. Zulkernine, Patrick Martin, Sima Soltani, Wendy Powley, Serge Mankovski, Mark Addleman
Towards a Training-Oriented Adaptive Decision Guidance and Support System. ICDE Workshops (2012)
Rizwan Mian, Patrick Martin, Farhana H. Zulkernine, José Luis Vázquez-Poletti
Estimating resource costs of data-intensive workloads in public clouds. MGC@Middleware (2012)
Farhana H. Zulkernine, Piergiorgio Bertoli, Marco Pistore, Andreas Friesen, Jens Lemcke, Bernhard Thimmel, Otfried von Geisau
A Constraint-Driven Business Object Model for Service-Based Business Processes. ITNG (2012)
Patrick Martin, Farhana H. Zulkernine
Ultra-large scale services. CASCON (2012)
Farhana H. Zulkernine, Patrick Martin
An Adaptive and Intelligent SLA Negotiation System for Web Services. IEEE Trans. Serv. Comput. 4 (1) (2011)
Farhana H. Zulkernine, Patrick Martin, Chris Craddock, Kirk Wilson
A Policy-Based Middleware for Web Services SLA Negotiation. ICWS (2009)
M. Kathryn Brohman, Gabriele Piccoli, Patrick Martin, Farhana H. Zulkernine, A. Parasuraman, Richard T. Watson
A Design Theory Approach to Building Strategic Network-Based Customer Service Systems. Decis. Sci. 40 (3) (2009)
Farhana H. Zulkernine, Patrick Martin, Kirk Wilson
A Middleware Solution to Monitoring Composite Web Services-Based Processes. SERVICES II (2008)
Ziqiang Xu, Patrick Martin, Wendy Powley, Farhana H. Zulkernine
Reputation-Enhanced QoS-based Web Services Discovery. ICWS (2007)
Farhana H. Zulkernine, Patrick Martin
Conceptual Framework for a Comprehensive Service Management Middleware. AINA Workshops (1) (2007)
Wenhu Tian, Farhana H. Zulkernine, Jared Zebedee, Wendy Powley, Patrick Martin
Architecture for an Autonomic Web Services Environment. WSMDEIS (2005)

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Publication Activity (10 Years)

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Farhana H. Zulkernine