Results 31 to 40 of about 90,719 (219)

A Review on Graph Theory in Deep Learning

NTU Journal of Pure Sciences
Graph theory has gained popularity as a flexible tool in machine learning to capture complex correlations between objects in non-Euclidean structured data.
Ayhan Ahmed Al-Shumam, Arjuwan M. A. Al-Jawadi   +1 more
doaj   +1 more source

Design and analysis strategies for robust microbiome ageing research

FEBS Letters, EarlyView.
The gut microbiome changes with age and associates with age‐related morbidity and mortality, establishing it as a potential biomarker and intervention target for ageing. Realising this potential requires methodological rigour, yet distinguishing biological signals from methodological artefacts remains challenging across cohorts. This review provides an
Mark Olenik, İsmail Güderer, Yi Wang, Tayyaba Alvi, Prasoon Pandey, Handan Melike Dönertaş   +5 more
wiley   +1 more source

Extending the planar theory of anyons to quantum wire networks

SciPost Physics
The braiding of the worldlines of particles restricted to move on a network (graph) is governed by the graph braid group, which can be strikingly different from the standard braid group known from two-dimensional physics.
Tomasz Maciazek, Mia Conlon, Gert Vercleyen, J. K. Slingerland
doaj   +1 more source

P-graph for Optimising Industrial Symbiotic Networks

Chemical Engineering Transactions, 2015
Industrial symbiosis (IS) intends to reduce the consumption of resources as well as reduce the generation of waste streams through utilising by-products of other firms as raw materials of another firm. Mathematical optimisation models have been developed
K.B. Aviso, A.S.F. Chiu, K.D.S. Yu, M.A.B. Promentilla, L.F. Razon, A.T. Ubando, C.L. Sy, R.R. Tan   +7 more
doaj   +1 more source

Fast Spectral Approximation of Structured Graphs with Applications to Graph Filtering

Algorithms, 2020
To analyze and synthesize signals on networks or graphs, Fourier theory has been extended to irregular domains, leading to a so-called graph Fourier transform.
Mario Coutino, Sundeep Prabhakar Chepuri, Takanori Maehara, Geert Leus   +3 more
doaj   +1 more source

The role of miR‐335‐5p in the redifferentiation of BRAF p.V600E thyroid cancers

Molecular Oncology, EarlyView.
The BRAF p.V600E mutation promotes thyroid cancer dedifferentiation and radioiodine resistance. Using a network approach, we identified miR‐335‐5p as a key regulator of BRAF‐mutated thyroid tumors. Restoring miR‐335‐5p increased thyroid‐specific gene expression and iodine uptake in cells and organoids.
Valeria Pecce, Simone Bini, Marialuisa Sponziello, Giorgio Grani, Giulia Fiscon, Paola Paci, Lorenzo Farina, Rosa Falcone, Valentina Maggisano, Sebastiano Filetti, Cosimo Durante, Antonella Verrienti   +11 more
wiley   +1 more source

Graph-aware isomorphic attention for adaptive dynamics in transformers

APL Machine Learning
We present an approach for modifying transformer architectures by integrating graph-aware relational reasoning into the attention mechanism, merging concepts from graph neural networks and language modeling ...
Markus J. Buehler
doaj   +1 more source

فاعلية وحدة مقترحة فى نظرية الجراف وتطبيقاتها فى تنمية تحصيل أساسيات نظرية الجراف والتفکير البصري لدى تلاميذ المرحلة الإعدادية [PDF]

مجلة تربويات الرياضيات, 2017
هدف البحث الحالى إلى دراسة فاعلية وحدة فى نظرية الجراف وتطبيقاتها فى تنمية تحصيل أساسيات نظرية الجراف والتفکير البصري لدى تلاميذ المرحلة الإعدادية، وفى إطار تحقيق ذلک قام الباحث ببناء أدوات البحث والتي تمثلت فى الاختبار التحصيلى في نظرية الجراف، واختبار ...
يحيى زکريا صاوي
doaj   +1 more source

Circular RNA expression landscapes in myelodysplastic neoplasms: Associations with mutational signatures and disease progression

Molecular Oncology, EarlyView.
In this explorative study, the abundance of circular RNA molecules in bone marrow stem cells was found to be elevated in patients with high‐risk myelodysplastic neoplasms, and to be associated with an increased risk of progression to acute myeloid leukemia.
Eileen Wedge, Morten Tulstrup, Gabriele Todisco, Pedro Moura, Christophe Côme, Jakob Werner Hansen, Jakob Schmidt Jespersen, Balthasar Schlotmann, Maria Creignou, Mette Dahl, Claudia Schöllkopf, Klas Raaschou‐Jensen, Krister Wennerberg, Bo Porse, Joachim Weischenfeldt, Eva Hellström‐Lindberg, Lasse Sommer Kristensen, Kirsten Grønbæk   +17 more
wiley   +1 more source

Irregular Pythagorean Neutrosophic Graphs [PDF]

Neutrosophic Sets and Systems
Pythagorean Neutrosophic Fuzzy Graphs integrate the concepts of Pythagorean neutrosophic sets and graph theory to effectively represent imprecise, inconsistent, and vague information inherent in many real-world problems.
P. Chellamani, D. Ajay
doaj   +1 more source