Scaling Siamese Neural Network for Cross-Domain Few Shot Learning in Medical Imaging - Jinan Fiaidhi; Sabah Mohammed (IEEE International Conference on Big Data, BigData 2024, Washington, DC, USA, December 15-18, 2024, 2024)

Generative AI for Evidence-Based Medicine: A PICO GenAI for Synthesizing Clinical Case Reports - Sabah Mohammed; Jinan Fiaidhi (IEEE International Conference on Communications, ICC 2024, Denver, CO, USA, June 9-13, 2024, 2024)

Harnessing Machine Learning in AIoT Environment to Support Evidence-Based Medicine Using Transformers - Sabah Mohammed; Jinan Fiaidhi (International Conference on Computer and Applications, ICCA 2024, Cairo, Egypt, December 17-19, 2024, 2024)

A novel indoor localization system using machine learning based on bluetooth low energy with cloud computing - Quanyi Hu; Feng Wu; Raymond K. Wong; Richard C. Millham; Jinan Fiaidhi (Computing, 2023)

Establishment of a mindmap for medical e-Diagnosis as a service for graph-based learning and analytics - Sabah Mohammed; Jinan Fiaidhi (Neural Comput. Appl., 2023)

Improving sEMG-based motion intention recognition for upper-limb amputees using transfer learning - Jinghua Fan; Mingzhe Jiang; Chuang Lin; Gloria Li; Jinan Fiaidhi; Chenfei Ma; Wanqing Wu (Neural Comput. Appl., 2023)

Learning Cataract Severity Using the Contrast Sensetivity Scale: A Thick Data Approach - Jinan Fiaidhi; Sabah Mohammed (IEEE International Conference on Big Data, BigData 2023, Sorrento, Italy, December 15-18, 2023, 2023)

Integrating a PICO Clinical Questioning to the QL4POMR Framework for Building Evidence-Based Clinical Case Reports - Sabah Mohammed; Jinan Fiaidhi; Rahul Kudadiya (IEEE International Conference on Big Data, BigData 2023, Sorrento, Italy, December 15-18, 2023, 2023)

Thick Data Analytics for Identifying Eye Conditions using Siamese Lookalike Neural Networ - Jinan Fiaidhi; Sabah Mohammed (IEEE Ninth International Conference on Big Data Computing Service and Applications, BigDataService 2023, Athens, Greece, July 17-20, 2023, 2023)

Problem-Oriented Translational Health Informatics for Evidence Based Medicine and Privacy Enhancing - Sabah Mohammed; Jinan Fiaidhi (IEEE Ninth International Conference on Big Data Computing Service and Applications, BigDataService 2023, Athens, Greece, July 17-20, 2023, 2023)

Investigation into Scaling-Up the SOAP Problem-Oriented Medical Record into a Clinical Case Study - Sabah Mohammed; Jinan Fiaidhi (11th IEEE International Conference on Healthcare Informatics, ICHI 2023, Houston, TX, USA, June 26-29, 2023, 2023)

Empowering multi-class medical data classification by Group-of-Single-Class-predictors and transfer optimization: Cases of structured dataset by machine learning and radiological images by deep learning - Tengyue Li; Simon Fong; Sabah Mohammed; Jinan Fiaidhi; Steven Guan; Victor Chang (Future Gener. Comput. Syst., 2022)

Thick Data Techniques for Identifying Abnormality in Video Frames for Wireless Capsule Endoscopy - Jinan Fiaidhi; Sabah Mohammed; Petros Zezos (IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022, 2022)

Prototyping the Problem Oriented Medical Record for Connected Health Based on TypeGraphQL - Sabah Mohammed; Jinan Fiaidhi; Darien Sawyer (IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022, 2022)

Investigating Polypharmacy for Patients with Multi Encounters Using the QL4POMR Framework - Sabah Mohammed; Jinan Fiaidhi (IEEE International Conference on E-health Networking, Application & Services, HealthCom 2022, Genoa, Italy, October 17-19, 2022, 2022)

An Investigation into Crohn's Disease Lesions Variability Sensing Using Video Colonoscopy and Machine Learning Techniques - Jinan Fiaidhi; Sabah Mohammed; Petros Zezos (IEEE International Conference on E-health Networking, Application & Services, HealthCom 2022, Genoa, Italy, October 17-19, 2022, 2022)

Problem Oriented Medical Translational Services based on GraphQL Connectivity - Sabah Mohammed; Jinan Fiaidhi; Darien Sawyer (IEEE International Conference on Communications, ICC 2022, Seoul, Korea, May 16-20, 2022, 2022)

An xAI Thick Data Assisted Caption Generation for Labeling Severity of Ulcerative Colitis Video Colonoscopy - Jinan Fiaidhi; Sabah Mohammed; Petros Zezos (10th IEEE International Conference on Healthcare Informatics, ICHI 2022, Rochester, MN, USA, June 11-14, 2022, 2022)

Value-Based Healthcare Translational Data Analytics using the Problem Oriented Medical Record Graph Representation - Sabah Mohammed; Jinan Fiaidhi; Darien Sawyer (10th IEEE International Conference on Healthcare Informatics, ICHI 2022, Rochester, MN, USA, June 11-14, 2022, 2022)

Developing a GraphQL SOAP Conversational Micro Frontends for the Problem Oriented Medical Record (QL4POMR) - Sabah Mohammed; Jinan Fiaidhi; Darien Sawyer; Mehdi Lamouchie (Proceedings of the 6th International Conference on Medical and Health Informatics, ICMHI 2022, Virtual Event, Japan, May 13-15, 2022, 2022)

Siamese Neural Network for Labeling Severity of Ulcerative Colitis Video Colonoscopy: A Thick Data Approach - Jinan Fiaidhi; Sabah Mohammed; Petros Zezos (Intelligent Systems and Applications - Proceedings of the 2022 Intelligent Systems Conference, IntelliSys 2022, Amsterdam, The Netherlands, 1-2 September, 2022, Volume 1, 2022)

Prognosis analysis of thick data: Clustering heart diseases risk groups case study - Jinan Fiaidhi; Sabah Mohammed (Comput. Electr. Eng., 2021)

Virtual care for cyber-physical systems (VH_CPS): NODE-RED, community of practice and thick data analytics ecosystem - Jinan Fiaidhi; Sabah Mohammed (Comput. Commun., 2021)

Novel evolutionary-EAC instance-learning-based algorithm for fast data stream mining in assisted living with extreme connectivity - Shimin Hu; Simon Fong; Wei Song; Kyungeun Cho; Richard C. Millham; Jinan Fiaidhi (Computing, 2021)

Fast and Accurate Terrain Image Classification for ASTER Remote Sensing by Data Stream Mining and Evolutionary-EAC Instance-Learning-Based Algorithm - Shimin Hu; Simon Fong; Lili Yang; Shuang-Hua Yang; Nilanjan Dey; Richard C. Millham; Jinan Fiaidhi (Remote. Sens., 2021)

Blockchain in eCommerce: A Special Issue of the ACM Transactions on Internet of ThingsBlockchain in eCommerce: A Special Issue of the ACM Transactions on Internet of Things - Sabah Mohammed; Jinan Fiaidhi; Carlos Ramos; Tai-Hoon Kim; Wai-Chi Fang; Tarek F. Abdelzaher (ACM Trans. Internet Techn., 2021)

Problem Oriented Diagnostic Service for Describing Clinical Cases based on the GraphQL POMR Approach - Sabah Mohammed; Jinan Fiaidhi; Darien Sawyer (IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021, Houston, TX, USA, December 9-12, 2021, 2021)

Thick Data Analytics for Rating Ulcerative Colitis Severity Using Small Endoscopy Image Sample - Jinan Fiaidhi; Petros Zezos; Sabah Mohammed (2021 IEEE International Conference on Big Data (Big Data), Orlando, FL, USA, December 15-18, 2021, 2021)

GraphQL Patient Case Presentation using the Problem Oriented Medical Record Schema - Sabah Mohammed; Jinan Fiaidhi; Darien Sawyer (2021 IEEE International Conference on Big Data (Big Data), Orlando, FL, USA, December 15-18, 2021, 2021)

Few Shot Learning of COVID-19 Classification Based on Sequential and Pretrained Models: A Thick Data Approach - Darien Sawyer; Jinan Fiaidhi; Sabah Mohammed (IEEE 45th Annual Computers, Software, and Applications Conference, COMPSAC 2021, Madrid, Spain, July 12-16, 2021, 2021)

Envisioning Insight-Driven Learning Based on Thick Data Analytics With Focus on Healthcare - Jinan Fiaidhi (IEEE Access, 2020)

Orchestration of Thick Data Analytics Based on Conversational Workflows in Healthcare Community of Practice - Jinan Fiaidhi; Sabah Mohammed; Simon Fong (2020 IEEE International Conference on Big Data (IEEE BigData 2020), Atlanta, GA, USA, December 10-13, 2020, 2020)

Pathogen-Host Analysis Tool (PHAT): an integrative platform to analyze next-generation sequencing data - Christopher M. Gibb; Robert Jackson; Sabah Mohammed; Jinan Fiaidhi; Ingeborg Zehbe (Bioinform., 2019)

Internet of Everything as a Platform for Extreme Automation - Jinan Fiaidhi; Sabah Mohammed (IT Prof., 2019)

Fast Incremental Learning With Swarm Decision Table and Stochastic Feature Selection in an IoT Extreme Automation Environment - Tengyue Li; Simon Fong; Richard C. Millham; Jinan Fiaidhi; Sabah Mohammed (IT Prof., 2019)

Empowering Extreme Automation via Zero-Touch Operations and GPU Parallelization - Jinan Fiaidhi; Sabah Mohammed (IT Prof., 2019)

Thick Data: A New Qualitative Analytics for Identifying Customer Insights - Jinan Fiaidhi; Sabah Mohammed (IT Prof., 2019)

Innovations Using Blockchain-Part 1 - Jeffrey M. Voas; Jinan Fiaidhi (IT Prof., 2019)

Security and Vulnerability of Extreme Automation Systems: The IoMT and IoA Case Studies - Jinan Fiaidhi; Sabah Mohammed (IT Prof., 2019)

Innovations Using Blockchain-Part 2 - Jeffrey M. Voas; Jinan Fiaidhi (IT Prof., 2019)

White Learning: A White-Box Data Fusion Machine Learning Framework for Extreme and Fast Automated Cancer Diagnosis - Tengyue Li; Simon Fong; Liansheng Liu; Xin-She Yang; Xingshi He; Jinan Fiaidhi; Sabah Mohammed (IT Prof., 2019)

A suite of swarm dynamic multi-objective algorithms for rebalancing extremely imbalanced datasets - Jinyan Li; Simon Fong; Raymond K. Wong; Sabah Mohammed; Jinan Fiaidhi; Yunsick Sung (Appl. Soft Comput., 2018)

Extreme Automation: A New Game-Changing Technology - Jinan Fiaidhi (IT Prof., 2018)

Digital Health in the Era of Extreme Automation - Jinan Fiaidhi; Sabah Mohammed (IT Prof., 2018)

EDI with Blockchain as an Enabler for Extreme Automation - Jinan Fiaidhi; Sabah Mohammed; Sami Mohammed (IT Prof., 2018)

Fab Labs: A Platform for Innovation and Extreme Automation - Jinan Fiaidhi; Sabah Mohammed (IT Prof., 2018)

The Robotization of Extreme Automation: The Balance Between Fear and Courage - Jinan Fiaidhi; Sabah Mohammed; Sami Mohammed (IT Prof., 2018)

Experimenting with Clojure on Extracting Medication Information from Clinical Narratives - Sami Mohammed; Sabah Mohammed; Jinan Fiaidhi; Tengyue Li; Simon Fong (Proceedings of the 2018 2nd International Conference on Big Data and Internet of Things, BDIOT 2018, Beijing, China, October 24-26, 2018, 2018)

An adaptive meta-heuristic search for the internet of things - Mohammad Ebrahimi; Elaheh ShafieiBavani; Raymond K. Wong; Simon Fong; Jinan Fiaidhi (Future Gener. Comput. Syst., 2017)

Managing Diabetes Therapy through Datastream Mining - Simon Fong; Jinan Fiaidhi; Sabah Mohammed; Luiz Abel Moutinho (IT Prof., 2017)

Emerging IT Trends in Healthcare and Well-Being - Jinan Fiaidhi; Craig E. Kuziemsky; Sabah Mohammed; Jens H. Weber; Thodoros Topaloglou (IT Prof., 2016)

Improving the classification performance of biological imbalanced datasets by swarm optimization algorithms - Jinyan Li; Simon Fong; Sabah Mohammed; Jinan Fiaidhi (J. Supercomput., 2016)

Recent advances in metaheuristic algorithms: Does the Makara dragon exist? - Simon Fong; Xi Wang; Qiwen Xu; Raymond K. Wong; Jinan Fiaidhi; Sabah Mohammed (J. Supercomput., 2016)

Discovering sub-patterns from time series using a normalized cross-match algorithm - Xueyuan Gong; Simon Fong; Raymond K. Wong; Sabah Mohammed; Jinan Fiaidhi; Athanasios V. Vasilakos (J. Supercomput., 2016)

GPU-enabled back-propagation artificial neural network for digit recognition in parallel - Ricardo Brito; Simon Fong; Kyungeun Cho; Wei Song; Raymond K. Wong; Sabah Mohammed; Jinan Fiaidhi (J. Supercomput., 2016)

A time series pre-processing methodology with statistical and spectral analysis for classifying non-stationary stochastic biosignals - Simon Fong; Kyungeun Cho; Osama Mohammed; Jinan Fiaidhi; Sabah Mohammed (J. Supercomput., 2016)

Improvised methods for tackling big data stream mining challenges: case study of human activity recognition - Simon Fong; Kexing Liu; Kyungeun Cho; Raymond K. Wong; Sabah Mohammed; Jinan Fiaidhi (J. Supercomput., 2016)

Finding approximate solutions of NP-hard optimization and TSP problems using elephant search algorithm - Suash Deb; Simon Fong; Zhonghuan Tian; Raymond K. Wong; Sabah Mohammed; Jinan Fiaidhi (J. Supercomput., 2016)

Towards implementation of residual-feedback GMDH neural network on parallel GPU memory guided by a regression curve - Ricardo Brito; Simon Fong; Kyungeun Cho; Wei Song; Raymond K. Wong; Sabah Mohammed; Jinan Fiaidhi (J. Supercomput., 2016)

Life Sciences Computing [Guest editors' introduction] - Thomas Jepsen; Jinan Fiaidhi; G. Reza Djavanshir (IT Prof., 2014)

The Next Step for Learning Analytics - Jinan Fiaidhi (IT Prof., 2014)

Using causality modeling and Fuzzy Lattice Reasoning algorithm for predicting blood glucose - Simon Fong; Sabah Mohammed; Jinan Fiaidhi; Chee Keong Kwoh (Expert Syst. Appl., 2013)

Extensions to ciphertext-policy attribute-based encryption to support distributed environments - Daniel Servos; Sabah Mohammed; Jinan Fiaidhi; Tai-Hoon Kim (Int. J. Comput. Appl. Technol., 2013)

Enforcing Multitenancy for Cloud Computing Environments - Jinan Fiaidhi; Irena Bojanova; Jia Zhang; Liang-Jie Zhang (IT Prof., 2012)

Mining twitterspace for information: Classifying sentiments programmatically using Java - Jinan Fiaidhi; Osama Mohammed; Sabah Mohammed; Simon Fong; Tai-Hoon Kim (Seventh International Conference on Digital Information Management, ICDIM 2012, Macau, Macao, August 22-24, 2012, 2012)

Opinion mining over twitterspace: Classifying tweets programmatically using the R approach - Jinan Fiaidhi; Osama Mohammed; Sabah Mohammed; Simon Fong; Tai-Hoon Kim (Seventh International Conference on Digital Information Management, ICDIM 2012, Macau, Macao, August 22-24, 2012, 2012)

Developing Casual Learning Games Using the Apache Pivot IIA Capabilities - Jinan Fiaidhi; Michael D. Rioux; Sabah Mohammed; Tai-Hoon Kim (Networked Digital Technologies - 4th International Conference, NDT 2012, Dubai, UAE, April 24-26, 2012. Proceedings, Part I, 2012)

Stream-based Biomedical Classification Algorithms for Analyzing Biosignals - Simon Fong; Yang Hang; Sabah Mohammed; Jinan Fiaidhi (J. Inf. Process. Syst., 2011)

Developing a Secure Distributed OSGi Cloud Computing Infrastructure for Sharing Health Records - Sabah Mohammed; Daniel Servos; Jinan Fiaidhi (Autonomous and Intelligent Systems - Second International Conference, AIS 2011, Burnaby, BC, Canada, June 22-24, 2011. Proceedings, 2011)

A Semantic Approach for Web Widget Mashup - Jinan Fiaidhi; Adam McLellan; Sabah Mohammed (ICSOFT 2011 - Proceedings of the 6th International Conference on Software and Data Technologies, Volume 1, Seville, Spain, 18-21 July, 2011, 2011)

PlagDetect: a Java programming plagiarism detection tool - Zuhoor A. Al-Khanjari; Jinan Fiaidhi; R. A. Al-Hinai; Narayana Swamy Kutti (Inroads, 2010)

Mobile Computing in the Context of Calm Technology - Jinan Fiaidhi; Wes Chou; Joseph Williams (IT Prof., 2010)

Hot Topics in Cloud Computing - Liang-Jie Zhang; Jia Zhang; Jinan Fiaidhi; J. Morris Chang (IT Prof., 2010)

The Roadmap for Sharing Electronic Health Records: The Emerging Ubiquity and Cloud Computing Trends - Sabah Mohammed; Jinan Fiaidhi (Future Generation Information Technology - Second International Conference, FGIT 2010, Jeju Island, Korea, December 13-15, 2010. Proceedings, 2010)

Developing Personal Learning Environments Based on Calm Technologies - Jinan Fiaidhi (U- and E-Service, Science and Technology - International Conference UNESST 2010, Held as Part of the Future Generation Information Technology Conference, FGIT 2010, Jeju Island, Korea, December 13-15, 2010. Proceedings, 2010)

HCX: A Distributed OSGi Based Web Interaction System for Sharing Health Records in the Cloud - Sabah Mohammed; Daniel Servos; Jinan Fiaidhi (Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, Toronto, Canada, August 31 - September 3, 2010, 2010)

Securing AJAX-enriched mobile environment for exchanging SVG-based learning materials - Jinan Fiaidhi; Sabah Mohammed; David A. J. Thomas; Lyle F. Chamarette (Fifth IEEE International Conference on Digital Information Management, ICDIM 2010, July 5-8, 2010, Lakehead University, Thunder Bay, Canada, 2010)

Identifying Middlewares for Mashup Personal Learning Environments - Jinan Fiaidhi; Sabah Mohammed; Lyle F. Chamarette; David A. J. Thomas (Future Internet, 2009)

Sharing Biomedical Learning Knowledge for Social Ambient Intelligence - Sabah Mohammed; Jinan Fiaidhi; Osama Mohammed (J. Comput., 2009)

A Safe RSS Approach for Securely Sharing Mobile SVG Biomedical Images for Web 2.0 - Sabah Mohammed; Lyle F. Chamarette; Jinan Fiaidhi; Sylvia L. Osborn (Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, CSE 2009, Vancouver, BC, Canada, August 29-31, 2009, 2009)

Developing a Web 2.0 Telemedical Education System: the AJAX-Cocoon Portal - Sabah Mohammed; Ahmed Orabi; Jinan Fiaidhi; M. Orabi; Rachid Benlamri (Int. J. Electron. Heal., 2008)

Sharing DICOM Learning Objects within a mobile Peer-To-Peer podacasting environment - Jinan Fiaidhi; M. Orabi; Sabah Mohammed (Int. J. Mob. Commun., 2008)

Developing a Web 2.0 RESTful Cocoon Web Services for Telemedical Education - Sabah Mohammed; Ahmed Orabi; Jinan Fiaidhi; Kalpdrum Passi (Proceedings of the 2008 International Symposium on Applications and the Internet, SAINT 2008, 28 July - 1 August 2008, Turku, Finland, 2008)

Developing a Semantic Web Matchmaker for Multimedia Learning Objects - A Case Study on Creating a Web Service Interface for OO-JDrew - Jinan Fiaidhi; Sabah Mohammed; Marshall Hahn (ICE-B 2007 - Proceedings of the International Conference on e-Business, Barcelona, Spain, July 28-31, 2007, ICE-B is part of ICETE - The International Joint Conference on e-Business and Telecommunications, 2007)

Transcoding Aspects for Image Tele-Collaboration - Sabah Mohammed; Jinan Fiaidhi (Informatica, 2005)

Developing Secure Transcoding Intermediary for SVG Medical Images within Peer-to-Peer Ubiquitous Environment - Sabah Mohammed; Jinan Fiaidhi (Third Annual Conference on Communication Networks and Services Research (CNSR 2005), 16-18 May 2005, Halifax, Novia Scotia, Canada, 2005)

Collaborative Virtual Learning Model for Web Intelligence - Jinan Fiaidhi; Sabah Mohammed (Computer Supported Cooperative Work in Design II, 9th International Conference, CSCWD 2005, Coventry, UK, May 24-26, 2005, Revised Selected Papers, 2005)

Developing a collaborative virtual learning model for ubiquitous P2P grids - Jinan Fiaidhi; Sabah Mohammed (Proceedings of the Ninth International Conference on Computer Supported Cooperative Work in Design, CSCWD 2005, Volume 2, May 24-26, 2005, Coventry, UK, 2005)

Developing a SAX Filtering Intermediary Service for Protecting SVG Multimedia Contents in a Ubiquitous Publish/Subscribe Environment - Jinan Fiaidhi; Sabah Mohammed; Madan Garg; Ahmed Sabbir Arif (Proceedings of The 2005 International Conference on Internet Computing, ICOMP 2005, Las Vegas, Nevada, USA, June 27-30, 2005, 2005)

Virtual SceneBean: a Learning Object Model for Collaborative Virtual Learning Environment - Jinan Fiaidhi (Informatics Educ., 2004)

Developing a Mammography P2P Medical Consultation System - Sabah Mohammed; Lei Yang; Jinan Fiaidhi; P. K. Mahanti (Proceedings of the International Conference on Imaging Science, Systems and Technology, CISST '04, June 21-24, 2004, Las Vegas, Nevada, USA, 2004)

Developing Multitier Lightweight Techniques for Protecting Medical Images within Ubiquitous Environments - Sabah Mohammed; Jinan Fiaidhi; Lei Yang (2nd Annual Conference on Communication Networks and Services Research (CNSR 2004), 19-21 May 2004, Fredericton, N.B., Canada, 2004)

A Dynamic Fuzzy Classifier for Detecting Abnormalities in Mammograms - Sabah Mohammed; Lei Yang; Jinan Fiaidhi (1st Canadian Conference on Computer and Robot Vision (CRV 2004) 17-19 May 2004, London, Ontario, Canada, 2004)

Developing a Framework for Learning Objects Search Engine - Jinan Fiaidhi; Kalpdrum Passi; Sabah Mohammed (Proceedings of the International Conference on Internet Computing, IC '04, Volume 2 & Proceedings of the International Symposium on Web Services & Applications, ISWS '04, Las Vegas, Nevada, USA, June 21-24, 2004, 2004)

Designing a Vortal for Detecting Java Programs Cyberplagiarism - Jinan Fiaidhi; Sabah Mohammed; Zuhoor A. Al-Khanjari (Proceedings of the International Conference on Internet Computing, IC '03, Las Vegas, Nevada, USA, June 23-26, 2003, Volume 1, 2003)

Intellectual Property Protection for Collaborative E-Learning Systems - Jinan Fiaidhi; Sabah Mohammed; Martin Dietze; Sabah Jassim (Proceedings of the International Conference on Internet Computing, IC '03, Las Vegas, Nevada, USA, June 23-26, 2003, Volume 2, 2003)