Results 51 to 60 of about 22,758,962 (282)

Analysis of Machine Learning Techniques for Sentinel-2A Satellite Images

Journal of Electrical and Computer Engineering, 2022
This article presents the comparative analysis of classification techniques to assign land use and land cover classes from different strategies (pixel-based, object-based, rule-based, distance-based, and neural-based) with a Sentinel-2A satellite image ...
Eman A. Alshari, Bharti W. Gawali
doaj   +1 more source

Symbiotic Evolution of Rule Based Classifiers [PDF]

, 2008
Genetic Algorithm is a widely used approach in predictive data mining where data mining output can be represented by If-Then rules and discovering the best rules is done by a genetic algorithm. The main motivation for using genetic algorithms in discovery of highlevel prediction rules is that they perform a global search in the problem space and cope ...
Ramin Halavati, Saeed Bagheri
openaire   +1 more source

Safety of Daprodustat for the Treatment of Chronic Kidney Disease Anemia: Final Analysis of a Multicenter Postmarketing Surveillance Study in Japan

Therapeutic Apheresis and Dialysis, EarlyView.
ABSTRACT Introduction This final analysis of a multicenter, prospective postmarketing surveillance study evaluated the safety of daprodustat in patients with chronic kidney disease anemia in routine clinical practice in Japan. Methods Patients who initiated daprodustat between September 2020 and July 2022 were registered.
Tadao Akizawa, Kyomi Kanaya, Kiyomi Aizawa, Masanori Onoki, Hirofumi Ozeki, Kazuko Suzuki, Ai Hayashi, Tomohiko Asamura   +7 more
wiley   +1 more source

Acquiring Classifiers for Bipolarized Reward by XCS in a Continuous Reward Environment

SICE Journal of Control, Measurement, and System Integration, 2019
In data mining, it is important to clarify how effective the acquired rules are and which elements are affected by rule evaluation. Extended learning classifier system (XCS) reveals factors that affect the classifier (rule) evaluation by generalizing the
Takato Tatsumi, Keiki Takadama
doaj   +1 more source

Recognition of medication information from discharge summaries using ensembles of classifiers

BMC Medical Informatics and Decision Making, 2012
Background Extraction of clinical information such as medications or problems from clinical text is an important task of clinical natural language processing (NLP).
Doan Son, Collier Nigel, Xu Hua, Duy Pham, Phuong Tu   +4 more
doaj   +1 more source

Organoids in pediatric cancer research

FEBS Letters, EarlyView.
Organoid technology has revolutionized cancer research, yet its application in pediatric oncology remains limited. Recent advances have enabled the development of pediatric tumor organoids, offering new insights into disease biology, treatment response, and interactions with the tumor microenvironment.
Carla Ríos Arceo, Jarno Drost
wiley   +1 more source

Query Enrichment for Image Collections by Reuse of Classification Rules

Digital Presentation and Preservation of Cultural and Scientific Heritage, 2013
User queries over image collections, based on semantic similarity, can be processed in several ways. In this paper, we propose to reuse the rules produced by rule-based classifiers in their recognition models as query pattern definitions for searching ...
Nicolas Spyratos, Peter Stanchev, Krasimira Ivanova, Iliya Mitov   +3 more
doaj   +1 more source

Microbiome−host proteostasis crosstalk—An emerging perspective on mechanisms and interventions toward healthy longevity

FEBS Letters, EarlyView.
Proteostasis and the gut microbiota play a key role in shaping host physiology. Microbiota‐derived metabolites, vitamins, and RNA modulate host proteostasis. Findings from model systems, including C. elegans, indicate microbes can either stabilize or disrupt host proteostasis.
Abhishek Anil Dubey, Maria Ermolaeva
wiley   +1 more source

Explorations on Improving Interpretability of Decision Making Processes of Rule-Based Classifiers

Algorithms
Rule-based classifiers are often preferred over other types of learners due to the transparent mode in which decisions are made. Each decision rule includes in its premise conditions on attributes. When they are satisfied, the conclusion part of the rule
Urszula Stańczyk
doaj   +1 more source

From mice to humans—divergent strategies for intestinal homeostasis and regeneration

FEBS Letters, EarlyView.
Recent advances such as organoid genome editing, xenotransplantation, imaging, and whole‐genome sequencing have enabled direct studies of human intestinal stem cells (ISCs). These studies reveal species‐specific features, including slower ISC proliferation, distinct injury responses, slower somatic mutation accumulation in humans, and an inverse ...
Keiko Ishikawa, Shinya Sugimoto, Toshiro Sato   +2 more
wiley   +1 more source