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Clustering [PDF]

open access: yes, 2008
Clustering techniques are used to arrange genes in some natural way, that is, to organize genes into groups or clusters with similar behavior across relevant tissue samples (or cell lines). These techniques can also be applied to tissues rather than genes.
McLachlan, G. J., Bean, R. W., Ng, S. K.
openaire   +8 more sources

Word Sense Clustering and Clusterability [PDF]

open access: yesComputational Linguistics, 2016
Word sense disambiguation and the related field of automated word sense induction traditionally assume that the occurrences of a lemma can be partitioned into senses. But this seems to be a much easier task for some lemmas than others. Our work builds on recent work that proposes describing word meaning in a graded fashion rather than through a strict
Diana McCarthy   +2 more
openaire   +2 more sources

Clustering aggregation [PDF]

open access: yesACM Transactions on Knowledge Discovery from Data, 2005
We consider the following problem: given a set of clusterings, find a single clustering that agrees as much as possible with the input clusterings. This problem, clustering aggregation , appears naturally in various contexts.
Aristides Gionis   +2 more
openaire   +2 more sources

First Cluster Second Route Approach with Collaboration Unmanned Aerial Vehicle in Post-Disaster Humanitarian Logistic

open access: yesJournal of Transportation and Logistics, 2023
It is vital that post-disaster interventions are fast and effective. At this point, the integration of unmanned aerial vehicles in post-disaster logistics, mapping operations, assessment, search and rescue operations has the potential for process ...
Zeynep Yüksel   +2 more
doaj   +1 more source

AI-Based Approaches for Analyzing EEG Signals to Identify Epileptic Seizures: A Survey

open access: yesApplied Computational Intelligence and Soft Computing
Electroencephalography (EEG) is a fundamental tool for monitoring brain activity and is widely used in the diagnosis and management of epilepsy. With the growing prevalence of epilepsy and the limitations of manual EEG interpretation, artificial ...
Daniel Moges Tadesse   +9 more
doaj   +1 more source

Reduction in Average Ambulance Response Time of Interfacility Transfer for Life-saving Cases (STEMI, STROKE, RTA) in Eastern Health Cluster of Saudi Arabia

open access: yesSaudi Journal of Emergency Medicine
Introduction: Interfacility transport (IFT) is a complex component of out-of-hospital Emergency Medical Services (EMS) which provides care and transport to patients who need transfer from one facility to another.
Mobarak AlMulhim   +3 more
doaj   +1 more source

On clustering with discounts

open access: yesInformation Processing Letters, 2022
We study the $k$-median with discounts problem, wherein we are given clients with non-negative discounts and seek to open at most $k$ facilities. The goal is to minimize the sum of distances from each client to its nearest open facility which is discounted by its own discount value, with minimum contribution being zero.
openaire   +2 more sources

NeoMutate: an ensemble machine learning framework for the prediction of somatic mutations in cancer

open access: yesBMC Medical Genomics, 2019
Background The accurate screening of tumor genomic landscapes for somatic mutations using high-throughput sequencing involves a crucial step in precise clinical diagnosis and targeted therapy.
Irantzu Anzar   +3 more
doaj   +1 more source

Assessment of healthcare providers’ knowledge, attitude, and practice toward medical research in southwest Saudi Arabia: a cross-sectional study

open access: yesBMC Medical Education
Background Medical research plays a crucial role in advancing the treatment and prevention of diseases, in addition to enhancing public health. Objectives This study aims to assess knowledge, attitude, and practice (KAP) of healthcare providers (HCPs) in
Hadi Al Sulayyim   +12 more
doaj   +1 more source

Clustering with Same-Cluster Queries

open access: yesCoRR, 2016
NIPS ...
Hassan Ashtiani   +2 more
openaire   +3 more sources

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