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Effect of Recursive Cluster Elimination with Different Clustering Algorithms Applied to Gene Expression Data
(Institute of Electrical and Electronics Engineers Inc., 2023)
Feature selection (FS) is an effective tool in
dealing with high dimensionality and reducing computational
cost. Support Vector Machines – Recursive Cluster Elimination
(SVM-RCE) is one of several algorithms that have ...
miRcorrNetPro: Unraveling Algorithmic Insights through Cross-Validation in Multi-Omics Integration for Comprehensive Data Analysis
(Institute of Electrical and Electronics Engineers Inc., 2023)
High throughput -omics technologies facilitate the
investigation of regulatory mechanisms of complex diseases.
Along this line, scientists develop promising tools and methods
to extend our understanding at the molecular ...
A Computational Drug Repositioning Effort using Patients' Reviews Dataset
(Institute of Electrical and Electronics Engineers Inc., 2023)
The drug discovery process is one of the core
motivations in both medical and, specifically, pharmaceutical
disciplines. Due to the nature of the process, it requires an
excessive amount of time, clinical experiments, ...
Contextual Multi-Armed Bandit based Beam Allocation in mmWave V2X Communication under Blockage
(Institute of Electrical and Electronics Engineers Inc., 2023)
Due to its low latency and high data rates support,
mmWave communication has been an important player for vehicular communication. However, this carries some disadvantages
such as lower transmission distances and inability ...
A Transfer Learning Application on the Reliability of Psychological Drugs' Comments
(Institute of Electrical and Electronics Engineers Inc., 2023)
As digitalization and the Internet stay emerging
concepts by gaining popularity, the accuracy of personal reviews/opinions will be a critical issue. This circumstance also
particularly applies to patients taking psychological ...