Selected Publications
My Book with IGI Global
https://www.igi-global.com/book/ubiquitous-health-medical-informatics/37317
Recent Publications on Healthcare and Health Translational Systems:
- Establishment of a mindmap for medical e-Diagnosis as a service for graph-based learning and analytics, Springer Neural Computing & Applications 33 (18), 1-12, 2021
- https://link.springer.com/article/10.1007/s00521-021-06200-6
- QL4POMR Interface as a Graph-Based Clinical Diagnosis Web Service, IEEE 11th International Conference on Logistics, Informatics and Service Sciences (LISS2021)
- http://icir.bjtu.edu.cn/liss2021/news/892.jhtml
- Empowering GraphQL Based Problem Oriented Medical Record Systems using a Data Layer, International Journal of Future Generation Communication and Networking (IJFGCN), Volume 14, Issue 3, Pages 1-12,
- Generating Physician Standing Orders for Unplanned Care Scenarios using the HL7 FHIR Patient Summaries, The 9th IEEE International Conference on E-Health and Bioengineering - EHB 2021 Grigore T. Popa University of Medicine and Pharmacy, Web Conference, Romania, November 18-19, 2021.
- Problem Oriented Diagnostic Service for Describing Clinical Cases based on the GraphQL POMR Approach, Dec. 9-12, IEEE BIBM 2021
- GraphQL Patient Case Presentation using the Problem Oriented Medical Record Schema,, IEEE Big Data, December 15-18, 2021
- Big Data Technology and Applications in Intelligent Transportation
- Identifying EEG Binary Limb Motor Imagery Movements using Thick Data Analytics
http://fucos.or.kr/journal/APJCRI/Articles/v6n9/15.html
- Thick Data Analytics through Ensemble Techniques: Identifying Personalized EEG Biometrics based on Eye State Prediction
- http://fucos.or.kr/journal/APJCRI/Articles/v6n10/4.pdf
- White learning methodology: A case study of cancer-related disease factors analysis in real-time PACS environment
- https://www.sciencedirect.com/science/article/abs/pii/S0169260720315571
- Data Stream Mining in Fog Computing Environment with Feature Selection Using Ensemble of Swarm Search Algorithms
- International Journal of Extreme Automation and Connectivity in Healthcare: Preface of the Inaugural Issue
- Experimenting with Clojure on Extracting Medication Information from Clinical Narratives
- Identifying & Classifying Potential Post-Market Drug ADEs from Social Media Blogs: A Research Proposal for Detecting ADEs over Users Conversation Networks
- HCX: a distributed OSGi based web interaction system for sharing health records in the cloud
- The Roadmap for Sharing Electronic Health Records: The Emerging Ubiquity and Cloud Computing Trends
- Sharing Biomedical Learning Knowledge for Social Ambient Intelligence
- Adaptive Swarm Balancing Algorithms for rare-event prediction in imbalanced healthcare data
- Robust high-dimensional bioinformatics data streams mining by ODR-ioVFDT
- Pathogen–Host Analysis Tool (PHAT): an integrative platform to analyze next-generation sequencing data
- On Recognizing Abnormal Human Behaviors by DataStream Mining with Misclassified Recalls
- Managing Diabetes Therapy through DataStream Mining
- Solving the under-fitting problem for decision tree algorithms by incremental swarm optimization in rare-event healthcare classification
- Towards Developing an Interoperability Framework for Healthcare Community of Practice
- Evaluation of stream mining classifiers for real-time clinical decision support system: a case study of blood glucose prediction in diabetes therapy
- A visualization methodology for studying relations of medical data via extended dependency networks
Recent Publication on Big and Thick Data Analytics:
- Thick Data: A New Qualitative Analytics for Identifying Customer Insights
- THICK DATA ANALYTICS: A HUMAN CENTRIC APPROACH FOR UNDERSTANDING CONSUMER INSIGHTS
- Similarity Majority Under-Sampling Technique for Easing Imbalanced Classification Problem
- A suite of swarm dynamic multi-objective algorithms for rebalancing extremely imbalanced datasets
- Performance Evaluation of Shadow Features as a Data Preprocessing Method in Data Mining for Human Activities Recognitions
- Revisiting Medical Entity Recognition through the Guidelines of the Aurora Initiative
- A time series pre-processing methodology with statistical and spectral analysis for classifying non-stationary stochastic biosignals
- Improvised methods for tackling big data stream mining challenges: case study of human activity recognition
- Social Recommendation using Graph Database Neo4j: Mini Blog, Twitter Social Network Graph Case Study
- Rare Event Prediction Using Similarity Majority Under-Sampling Technique
- NSPRING: the SPRING extension for subsequence matching of time series supporting normalization
- Improving the classification performance of biological imbalanced datasets by swarm optimization algorithms
- Recent advances in metaheuristic algorithms: Does the Makara dragon exist?
- Discovering sub-patterns from time series using a normalized cross-match algorithm
- GPU-enabled back-propagation artificial neural network for digit recognition in parallel
- Gesture recognition from data streams of human motion sensor using accelerated PSO swarm search feature selection algorithm
Recent Publication on IoHT :
- INTERNET OF MEDICAL THINGS (IOMT): TRENDS AND CHALLENGES
- Internet of Everything as a Platform for Extreme Automation
- Cyber Physical Systems: A New Frontier of Artificial Intelligence: Summary Paper
- Fast Incremental Learning With Swarm Decision Table and Stochastic Feature Selection in an IoT Extreme Automation Environment
- Empowering Extreme Automation via Zero-Touch Operations and GPU Parallelization
- Digital Health in the Era of Extreme Automation
- The Robotization of Extreme Automation: The Balance Between Fear and Courage
- EDI with Blockchain as an Enabler for Extreme Automation
- Fab Labs: A Platform for Innovation and Extreme Automation
- Developing an Android App for Dementia Patient Location: Prevention of Wandering Case Study
- Smart city and IoT