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/