Selected Publications
- Thick Data Analytics through Ensemble Techniques: Identifying Personalized EEG Biometrics based on Eye State Prediction
o http://fucos.or.kr/journal/APJCRI/Articles/v6n10/4.pdf
- Identifying EEG Binary Limb Motor Imagery Movements using Thick Data Analytics
o http://fucos.or.kr/journal/APJCRI/Articles/v6n9/15.html
- Envisioning insight-driven learning based on thick data analytics with focus on healthcare
o https://ieeexplore.ieee.org/abstract/document/9104899/
- The next step for learning analytics
o https://ieeexplore.ieee.org/document/6908909
- Thick Data: A New Qualitative Analytics for Identifying Customer Insights
o https://ieeexplore.ieee.org/abstract/document/8720138
- Fast Incremental Learning With Swarm Decision Table and Stochastic Feature Selection in an
IoT Extreme Automation Environment
o https://ieeexplore.ieee.org/abstract/document/8675802
- Experimenting with Clojure on Extracting Medication Information from Clinical Narratives
o https://dl.acm.org/citation.cfm?id=3289463
- Adaptive Swarm Balancing Algorithms for rare-event prediction in imbalanced healthcare data
o https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0180830
- A suite of swarm dynamic multi-objective algorithms for rebalancing extremely imbalanced
datasets
o https://www.sciencedirect.com/science/article/pii/S1568494617306919
- An adaptive meta-heuristic search for the internet of things
o https://www.sciencedirect.com/science/article/pii/S0167739X15003908
- Managing Diabetes Therapy through Datastream Mining
o https://ieeexplore.ieee.org/abstract/document/8057723
- Real-time decision rules for diabetes therapy management by data stream mining
o https://ieeexplore.ieee.org/abstract/document/7950879
- Robust high-dimensional bioinformatics data streams mining by ODR-ioVFDT
o https://www.nature.com/articles/srep43167
- Identifying & Classifying Potential Post-Market Drug ADEs from Social Media Blogs: A Research
Proposal for Detecting ADEs over Users Conversation Networks
o https://www.researchgate.net/profile/Sabah_Mohammed3/publication/3232624...
assifying_Potential_PostMarket_Drug_ADEs_from_Social_Media_Blogs_A_Research_Proposal_for_Detecting_ADEs_o
ver_Users_Conversation_Networks/links/5afaafeeaca272e7302a14ca/Identifying-ClassifyingPotential-Post-Market-Drug-ADEs-from-Social-Media-Blogs-A-Research-Proposal-forDetecting-ADEs-over-Users-Conversation-Networks.pdf
- Finding approximate solutions of NP-hard optimization and TSP problems using elephant
search algorithm
o https://link.springer.com/article/10.1007/s11227-016-1739-2
- Social Recommendation using Graph Database Neo4j: Mini Blog, Twitter Social Network Graph
Case Study,
o http://article.nadiapub.com/IJFGCN/vol10_no2/2.pdf
- A time series pre-processing methodology with statistical and spectral analysis for classifying
non-stationary stochastic biosignals
o https://link.springer.com/article/10.1007/s11227-016-1635-9
- Towards implementation of residual-feedback GMDH neural network on parallel GPU memory
guided by a regression curve
o https://link.springer.com/article/10.1007/s11227-016-1740-9
- Improvised methods for tackling big data stream mining challenges: case study of human
activity recognition
o https://link.springer.com/article/10.1007/s11227-016-1639-5
- GPU-enabled back-propagation artificial neural network for digit recognition in parallel
o https://link.springer.com/article/10.1007/s11227-016-1633-y
- Recent advances in metaheuristic algorithms: Does the Makara dragon exist?
o https://link.springer.com/article/10.1007/s11227-015-1592-8
- Solving the under-fitting problem for decision tree algorithms by incremental swarm
optimization in rare-event healthcare classification
o https://www.ingentaconnect.com/content/asp/jmihi/2016/00000006/00000004/...
- Improving the classification performance of biological imbalanced datasets by swarm
optimization algorithms
o https://link.springer.com/article/10.1007/s11227-015-1541-6
- Discovering sub-patterns from time series using a normalized cross-match algorithm
o https://link.springer.com/article/10.1007/s11227-016-1632-z
- New Horizons in Data Analytics
o https://ieeexplore.ieee.org/abstract/document/7160883
- Measuring similarity by prediction class between biomedical datasets via Fuzzy unordered rule
induction
o https://www3.ntu.edu.sg/home/asckkwoh/My%20Papers/2014%20Measuring%20Sim...
by%20Prediction%20Class%20between%20Biomedical%20Datasets%20via%20Fuzzy%20Uno
rdered%20Rule%20Induction.pdf
- Emerging IT trends in healthcare and well-being
o https://ieeexplore.ieee.org/abstract/document/7478507
- Using causality modeling and Fuzzy Lattice Reasoning algorithm for predicting blood glucose
o https://www.sciencedirect.com/science/article/pii/S0957417413005149
- A timeseries pre-processing methodology for biosignal classification using statistical feature
extraction
o https://s3.amazonaws.com/academia.edu.documents/42566167/A_time-series_p...
- Developing a collaborative virtual learning model for ubiquitous P2P grids
o https://ieeexplore.ieee.org/abstract/document/1504230
https://www.hindawi.com/journals/bmri/si/851918/