Jinan Fiaidhi

97 papers B 6C 2Journal 51Unranked 38
YearRankTypeTitle / Venue / Authors
2025 — conf
Harnessing Image to Text Models for Clinical Case Report Generation.
HCI (84)
Sabah Mohammed, Jinan Fiaidhi
2024 — conf
Generative AI for Evidence-Based Medicine: A PICO GenAI for Synthesizing Clinical Case Reports.
ICC
Sabah Mohammed, Jinan Fiaidhi
2024 — conf
Harnessing Machine Learning in AIoT Environment to Support Evidence-Based Medicine Using Transformers.
ICCA
Sabah Mohammed, Jinan Fiaidhi
2024 B conf
Scaling Siamese Neural Network for Cross-Domain Few Shot Learning in Medical Imaging.
IEEE Big Data
Jinan Fiaidhi, Sabah Mohammed
2023 J jnl
A novel indoor localization system using machine learning based on bluetooth low energy with cloud computing.
Computing
Quanyi Hu, Feng Wu, Raymond K. Wong, Richard C. Millham, Jinan Fiaidhi
2023 J jnl
Establishment of a mindmap for medical e-Diagnosis as a service for graph-based learning and analytics.
Neural Comput. Appl.
Sabah Mohammed, Jinan Fiaidhi
2023 J jnl
Improving sEMG-based motion intention recognition for upper-limb amputees using transfer learning.
Neural Comput. Appl.
Jinghua Fan, Mingzhe Jiang, Chuang Lin, Gloria Li, Jinan Fiaidhi, Chenfei Ma, Wanqing Wu
2023 B conf
Integrating a PICO Clinical Questioning to the QL4POMR Framework for Building Evidence-Based Clinical Case Reports.
IEEE Big Data
Sabah Mohammed, Jinan Fiaidhi, Rahul Kudadiya
2023 — conf
Investigation into Scaling-Up the SOAP Problem-Oriented Medical Record into a Clinical Case Study.
ICHI
Sabah Mohammed, Jinan Fiaidhi
2023 B conf
Learning Cataract Severity Using the Contrast Sensetivity Scale: A Thick Data Approach.
IEEE Big Data
Jinan Fiaidhi, Sabah Mohammed
2023 — conf
Problem-Oriented Translational Health Informatics for Evidence Based Medicine and Privacy Enhancing.
BigDataService
Sabah Mohammed, Jinan Fiaidhi
2023 — conf
Thick Data Analytics for Identifying Eye Conditions using Siamese Lookalike Neural Networ.
BigDataService
Jinan Fiaidhi, Sabah Mohammed
2022 C conf
An Investigation into Crohn's Disease Lesions Variability Sensing Using Video Colonoscopy and Machine Learning Techniques.
HealthCom
Jinan Fiaidhi, Sabah Mohammed, Petros Zezos
2022 — conf
An xAI Thick Data Assisted Caption Generation for Labeling Severity of Ulcerative Colitis Video Colonoscopy.
ICHI
Jinan Fiaidhi, Sabah Mohammed, Petros Zezos
2022 — conf
Developing a GraphQL SOAP Conversational Micro Frontends for the Problem Oriented Medical Record (QL4POMR).
ICMHI
Sabah Mohammed, Jinan Fiaidhi, Darien Sawyer, Mehdi Lamouchie
2022 J jnl
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.
Future Gener. Comput. Syst.
Tengyue Li, Simon Fong, Sabah Mohammed, Jinan Fiaidhi, Steven Guan, Victor Chang
2022 C conf
Investigating Polypharmacy for Patients with Multi Encounters Using the QL4POMR Framework.
HealthCom
Sabah Mohammed, Jinan Fiaidhi
2022 — conf
Problem Oriented Medical Translational Services based on GraphQL Connectivity.
ICC
Sabah Mohammed, Jinan Fiaidhi, Darien Sawyer
2022 B conf
Prototyping the Problem Oriented Medical Record for Connected Health Based on TypeGraphQL.
IEEE Big Data
Sabah Mohammed, Jinan Fiaidhi, Darien Sawyer
2022 — conf
Siamese Neural Network for Labeling Severity of Ulcerative Colitis Video Colonoscopy: A Thick Data Approach.
IntelliSys (1)
Jinan Fiaidhi, Sabah Mohammed, Petros Zezos
2022 B conf
Thick Data Techniques for Identifying Abnormality in Video Frames for Wireless Capsule Endoscopy.
IEEE Big Data
Jinan Fiaidhi, Sabah Mohammed, Petros Zezos
2022 — conf
Value-Based Healthcare Translational Data Analytics using the Problem Oriented Medical Record Graph Representation.
ICHI
Sabah Mohammed, Jinan Fiaidhi, Darien Sawyer
2021 J jnl
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.
ACM Trans. Internet Techn.
Sabah Mohammed, Jinan Fiaidhi, Carlos Ramos, Tai-Hoon Kim, Wai-Chi Fang, Tarek F. Abdelzaher
2021 J jnl
Fast and Accurate Terrain Image Classification for ASTER Remote Sensing by Data Stream Mining and Evolutionary-EAC Instance-Learning-Based Algorithm.
Remote. Sens.
Shimin Hu, Simon Fong, Lili Yang, Shuang-Hua Yang, Nilanjan Dey, Richard C. Millham, Jinan Fiaidhi
2021 B conf
Few Shot Learning of COVID-19 Classification Based on Sequential and Pretrained Models: A Thick Data Approach.
COMPSAC
Darien Sawyer, Jinan Fiaidhi, Sabah Mohammed
2021 — conf
GraphQL Patient Case Presentation using the Problem Oriented Medical Record Schema.
IEEE BigData
Sabah Mohammed, Jinan Fiaidhi, Darien Sawyer
2021 J jnl
Novel evolutionary-EAC instance-learning-based algorithm for fast data stream mining in assisted living with extreme connectivity.
Computing
Shimin Hu, Simon Fong, Wei Song, Kyungeun Cho, Richard C. Millham, Jinan Fiaidhi
2021 — conf
Problem Oriented Diagnostic Service for Describing Clinical Cases based on the GraphQL POMR Approach.
BIBM
Sabah Mohammed, Jinan Fiaidhi, Darien Sawyer
2021 J jnl
Prognosis analysis of thick data: Clustering heart diseases risk groups case study.
Comput. Electr. Eng.
Jinan Fiaidhi, Sabah Mohammed
2021 — conf
Thick Data Analytics for Rating Ulcerative Colitis Severity Using Small Endoscopy Image Sample.
IEEE BigData
Jinan Fiaidhi, Petros Zezos, Sabah Mohammed
2021 J jnl
Virtual care for cyber-physical systems (VH_CPS): NODE-RED, community of practice and thick data analytics ecosystem.
Comput. Commun.
Jinan Fiaidhi, Sabah Mohammed
2020 J jnl
Envisioning Insight-Driven Learning Based on Thick Data Analytics With Focus on Healthcare.
IEEE Access
Jinan Fiaidhi
2020 — conf
Orchestration of Thick Data Analytics Based on Conversational Workflows in Healthcare Community of Practice.
IEEE BigData
Jinan Fiaidhi, Sabah Mohammed, Simon Fong
2019 J jnl
Empowering Extreme Automation via Zero-Touch Operations and GPU Parallelization.
IT Prof.
Jinan Fiaidhi, Sabah Mohammed
2019 J jnl
Fast Incremental Learning With Swarm Decision Table and Stochastic Feature Selection in an IoT Extreme Automation Environment.
IT Prof.
Tengyue Li, Simon Fong, Richard C. Millham, Jinan Fiaidhi, Sabah Mohammed
2019 J jnl
Innovations Using Blockchain-Part 1.
IT Prof.
Jeffrey M. Voas, Jinan Fiaidhi
2019 J jnl
Innovations Using Blockchain-Part 2.
IT Prof.
Jeffrey M. Voas, Jinan Fiaidhi
2019 J jnl
Internet of Everything as a Platform for Extreme Automation.
IT Prof.
Jinan Fiaidhi, Sabah Mohammed
2019 J jnl
Pathogen-Host Analysis Tool (PHAT): an integrative platform to analyze next-generation sequencing data.
Bioinform.
Christopher M. Gibb, Robert Jackson, Sabah Mohammed, Jinan Fiaidhi, Ingeborg Zehbe
2019 J jnl
Security and Vulnerability of Extreme Automation Systems: The IoMT and IoA Case Studies.
IT Prof.
Jinan Fiaidhi, Sabah Mohammed
2019 J jnl
Thick Data: A New Qualitative Analytics for Identifying Customer Insights.
IT Prof.
Jinan Fiaidhi, Sabah Mohammed
2019 J jnl
White Learning: A White-Box Data Fusion Machine Learning Framework for Extreme and Fast Automated Cancer Diagnosis.
IT Prof.
Tengyue Li, Simon Fong, Liansheng Liu, Xin-She Yang, Xingshi He, Jinan Fiaidhi, Sabah Mohammed
2018 J jnl
A suite of swarm dynamic multi-objective algorithms for rebalancing extremely imbalanced datasets.
Appl. Soft Comput.
Jinyan Li, Simon Fong, Raymond K. Wong, Sabah Mohammed, Jinan Fiaidhi, Yunsick Sung
2018 J jnl
Digital Health in the Era of Extreme Automation.
IT Prof.
Jinan Fiaidhi, Sabah Mohammed
2018 J jnl
EDI with Blockchain as an Enabler for Extreme Automation.
IT Prof.
Jinan Fiaidhi, Sabah Mohammed, Sami Mohammed
2018 — conf
Experimenting with Clojure on Extracting Medication Information from Clinical Narratives.
BDIOT
Sami Mohammed, Sabah Mohammed, Jinan Fiaidhi, Tengyue Li, Simon Fong
2018 J jnl
Extreme Automation: A New Game-Changing Technology.
IT Prof.
Jinan Fiaidhi
2018 J jnl
Fab Labs: A Platform for Innovation and Extreme Automation.
IT Prof.
Jinan Fiaidhi, Sabah Mohammed
2018 J jnl
The Robotization of Extreme Automation: The Balance Between Fear and Courage.
IT Prof.
Jinan Fiaidhi, Sabah Mohammed, Sami Mohammed
2017 J jnl
An adaptive meta-heuristic search for the internet of things.
Future Gener. Comput. Syst.
Mohammad Ebrahimi, Elaheh Shafieibavani, Raymond K. Wong, Simon Fong, Jinan Fiaidhi
2017 J jnl
Managing Diabetes Therapy through Datastream Mining.
IT Prof.
Simon Fong, Jinan Fiaidhi, Sabah Mohammed, Luiz Abel Moutinho
2016 J jnl
A time series pre-processing methodology with statistical and spectral analysis for classifying non-stationary stochastic biosignals.
J. Supercomput.
Simon Fong, Kyungeun Cho, Osama Mohammed, Jinan Fiaidhi, Sabah Mohammed
2016 J jnl
Discovering sub-patterns from time series using a normalized cross-match algorithm.
J. Supercomput.
Xueyuan Gong, Simon Fong, Raymond K. Wong, Sabah Mohammed, Jinan Fiaidhi, Athanasios V. Vasilakos
2016 J jnl
Emerging IT Trends in Healthcare and Well-Being.
IT Prof.
Jinan Fiaidhi, Craig E. Kuziemsky, Sabah Mohammed, Jens H. Weber, Thodoros Topaloglou
2016 J jnl
Finding approximate solutions of NP-hard optimization and TSP problems using elephant search algorithm.
J. Supercomput.
Suash Deb, Simon Fong, Zhonghuan Tian, Raymond K. Wong, Sabah Mohammed, Jinan Fiaidhi
2016 J jnl
GPU-enabled back-propagation artificial neural network for digit recognition in parallel.
J. Supercomput.
Ricardo Brito, Simon Fong, Kyungeun Cho, Wei Song, Raymond K. Wong, Sabah Mohammed, Jinan Fiaidhi
2016 J jnl
Improving the classification performance of biological imbalanced datasets by swarm optimization algorithms.
J. Supercomput.
Jinyan Li, Simon Fong, Sabah Mohammed, Jinan Fiaidhi
2016 J jnl
Improvised methods for tackling big data stream mining challenges: case study of human activity recognition.
J. Supercomput.
Simon Fong, Kexing Liu, Kyungeun Cho, Raymond K. Wong, Sabah Mohammed, Jinan Fiaidhi
2016 J jnl
Recent advances in metaheuristic algorithms: Does the Makara dragon exist?
J. Supercomput.
Simon Fong, Xi Wang, Qiwen Xu, Raymond K. Wong, Jinan Fiaidhi, Sabah Mohammed
2016 J jnl
Towards implementation of residual-feedback GMDH neural network on parallel GPU memory guided by a regression curve.
J. Supercomput.
Ricardo Brito, Simon Fong, Kyungeun Cho, Wei Song, Raymond K. Wong, Sabah Mohammed, Jinan Fiaidhi
2014 J jnl
Life Sciences Computing [Guest editors' introduction].
IT Prof.
Thomas Jepsen, Jinan Fiaidhi, G. Reza Djavanshir
2014 J jnl
The Next Step for Learning Analytics.
IT Prof.
Jinan Fiaidhi
2013 J jnl
Extensions to ciphertext-policy attribute-based encryption to support distributed environments.
Int. J. Comput. Appl. Technol.
Daniel Servos, Sabah Mohammed, Jinan Fiaidhi, Tai-Hoon Kim
2013 J jnl
Using causality modeling and Fuzzy Lattice Reasoning algorithm for predicting blood glucose.
Expert Syst. Appl.
Simon Fong, Sabah Mohammed, Jinan Fiaidhi, Chee Keong Kwoh
2012 — conf
Developing Casual Learning Games Using the Apache Pivot IIA Capabilities.
NDT (1)
Jinan Fiaidhi, Michael D. Rioux, Sabah Mohammed, Tai-Hoon Kim
2012 J jnl
Enforcing Multitenancy for Cloud Computing Environments.
IT Prof.
Jinan Fiaidhi, Irena Bojanova, Jia Zhang, Liang-Jie Zhang
2012 — conf
Mining twitterspace for information: Classifying sentiments programmatically using Java.
ICDIM
Jinan Fiaidhi, Osama Mohammed, Sabah Mohammed, Simon Fong, Tai-Hoon Kim
2012 — conf
Opinion mining over twitterspace: Classifying tweets programmatically using the R approach.
ICDIM
Jinan Fiaidhi, Osama Mohammed, Sabah Mohammed, Simon Fong, Tai-Hoon Kim
2011 — conf
A Semantic Approach for Web Widget Mashup.
ICSOFT (1)
Jinan Fiaidhi, Adam McLellan, Sabah Mohammed
2011 — conf
Developing a Secure Distributed OSGi Cloud Computing Infrastructure for Sharing Health Records.
AIS
Sabah Mohammed, Daniel Servos, Jinan Fiaidhi
2011 J jnl
Stream-based Biomedical Classification Algorithms for Analyzing Biosignals.
J. Inf. Process. Syst.
Simon Fong, Yang Hang, Sabah Mohammed, Jinan Fiaidhi
2010 — conf
Developing Personal Learning Environments Based on Calm Technologies.
FGIT-UNESST
Jinan Fiaidhi
2010 — conf
HCX: A Distributed OSGi Based Web Interaction System for Sharing Health Records in the Cloud.
Web Intelligence/IAT Workshops
Sabah Mohammed, Daniel Servos, Jinan Fiaidhi
2010 J jnl
Hot Topics in Cloud Computing.
IT Prof.
Liang-Jie Zhang, Jia Zhang, Jinan Fiaidhi, J. Morris Chang
2010 J jnl
Mobile Computing in the Context of Calm Technology.
IT Prof.
Jinan Fiaidhi, Wes Chou, Joseph Williams
2010 J jnl
PlagDetect: a Java programming plagiarism detection tool.
Inroads
Zuhoor A. Al-Khanjari, Jinan Fiaidhi, R. A. Al-Hinai, Narayana Swamy Kutti
2010 — conf
Securing AJAX-enriched mobile environment for exchanging SVG-based learning materials.
ICDIM
Jinan Fiaidhi, Sabah Mohammed, David A. J. Thomas, Lyle F. Chamarette
2010 — conf
The Roadmap for Sharing Electronic Health Records: The Emerging Ubiquity and Cloud Computing Trends.
FGIT
Sabah Mohammed, Jinan Fiaidhi
2009 — conf
A Safe RSS Approach for Securely Sharing Mobile SVG Biomedical Images for Web 2.0.
CSE (1)
Sabah Mohammed, Lyle F. Chamarette, Jinan Fiaidhi, Sylvia L. Osborn
2009 J jnl
Identifying Middlewares for Mashup Personal Learning Environments.
Future Internet
Jinan Fiaidhi, Sabah Mohammed, Lyle F. Chamarette, David A. J. Thomas
2009 J jnl
Sharing Biomedical Learning Knowledge for Social Ambient Intelligence.
J. Comput.
Sabah Mohammed, Jinan Fiaidhi, Osama Mohammed
2008 — conf
Developing a Web 2.0 RESTful Cocoon Web Services for Telemedical Education.
SAINT
Sabah Mohammed, Ahmed Orabi, Jinan Fiaidhi, Kalpdrum Passi
2008 J jnl
Developing a Web 2.0 Telemedical Education System: the AJAX-Cocoon Portal.
Int. J. Electron. Heal.
Sabah Mohammed, Ahmed Orabi, Jinan Fiaidhi, M. Orabi, Rachid Benlamri
2008 J jnl
Sharing DICOM Learning Objects within a mobile Peer-To-Peer podacasting environment.
Int. J. Mob. Commun.
Jinan Fiaidhi, M. Orabi, Sabah Mohammed
2007 — conf
Developing a Semantic Web Matchmaker for Multimedia Learning Objects - A Case Study on Creating a Web Service Interface for OO-JDrew.
ICE-B
Jinan Fiaidhi, Sabah Mohammed, Marshall Hahn
2005 — conf
Collaborative Virtual Learning Model for Web Intelligence.
CSCWD (Selected papers)
Jinan Fiaidhi, Sabah Mohammed
2005 — conf
Developing Secure Transcoding Intermediary for SVG Medical Images within Peer-to-Peer Ubiquitous Environment.
CNSR
Sabah Mohammed, Jinan Fiaidhi
2005 — conf
Developing a SAX Filtering Intermediary Service for Protecting SVG Multimedia Contents in a Ubiquitous Publish/Subscribe Environment.
International Conference on Internet Computing
Jinan Fiaidhi, Sabah Mohammed, Madan Garg, Ahmed Sabbir Arif
2005 — conf
Developing a collaborative virtual learning model for ubiquitous P2P grids.
CSCWD (2)
Jinan Fiaidhi, Sabah Mohammed
2005 J jnl
Transcoding Aspects for Image Tele-Collaboration.
Informatica
Sabah Mohammed, Jinan Fiaidhi
2004 — conf
A Dynamic Fuzzy Classifier for Detecting Abnormalities in Mammograms.
CRV
Sabah Mohammed, Lei Yang, Jinan Fiaidhi
2004 — conf
Developing Multitier Lightweight Techniques for Protecting Medical Images within Ubiquitous Environments.
CNSR
Sabah Mohammed, Jinan Fiaidhi, Lei Yang
2004 — conf
Developing a Framework for Learning Objects Search Engine.
International Conference on Internet Computing
Jinan Fiaidhi, Kalpdrum Passi, Sabah Mohammed
2004 — conf
Developing a Mammography P2P Medical Consultation System.
CISST
Sabah Mohammed, Lei Yang, Jinan Fiaidhi, P. K. Mahanti
2004 J jnl
Virtual SceneBean: a Learning Object Model for Collaborative Virtual Learning Environment.
Informatics Educ.
Jinan Fiaidhi
2003 — conf
Designing a Vortal for Detecting Java Programs Cyberplagiarism.
International Conference on Internet Computing
Jinan Fiaidhi, Sabah Mohammed, Zuhoor A. Al-Khanjari
2003 — conf
Intellectual Property Protection for Collaborative E-Learning Systems.
International Conference on Internet Computing
Jinan Fiaidhi, Sabah Mohammed, Martin Dietze, Sabah Jassim