A comprehensive survey on community detection with deep learning

X Su, S Xue, F Liu, J Wu, J Yang, C Zhou… - … on Neural Networks …, 2022 - ieeexplore.ieee.org
Detecting a community in a network is a matter of discerning the distinct features and
connections of a group of members that are different from those in other communities. The …

The impact of the human thalamus on brain-wide information processing

JM Shine, LD Lewis, DD Garrett… - Nature Reviews …, 2023 - nature.com
The thalamus is a small, bilateral structure in the diencephalon that integrates signals from
many areas of the CNS. This critical anatomical position allows the thalamus to influence …

Climate warming enhances microbial network complexity and stability

MM Yuan, X Guo, L Wu, YA Zhang, N **ao… - Nature Climate …, 2021 - nature.com
Unravelling the relationships between network complexity and stability under changing
climate is a challenging topic in theoretical ecology that remains understudied in the field of …

More is different in real-world multilayer networks

M De Domenico - Nature Physics, 2023 - nature.com
The constituents of many complex systems are characterized by non-trivial connectivity
patterns and dynamical processes that are well captured by network models. However, most …

Low shifts in salinity determined assembly processes and network stability of microeukaryotic plankton communities in a subtropical urban reservoir

Y Mo, F Peng, X Gao, P **ao, R Logares, E Jeppesen… - Microbiome, 2021 - Springer
Background Freshwater salinization may result in significant changes of microbial
community composition and diversity, with implications for ecosystem processes and …

Artificial intelligence in cancer target identification and drug discovery

Y You, X Lai, Y Pan, H Zheng, J Vera, S Liu… - … and Targeted Therapy, 2022 - nature.com
Artificial intelligence is an advanced method to identify novel anticancer targets and discover
novel drugs from biology networks because the networks can effectively preserve and …

Multiple elements of soil biodiversity drive ecosystem functions across biomes

M Delgado-Baquerizo, PB Reich, C Trivedi… - Nature ecology & …, 2020 - nature.com
The role of soil biodiversity in regulating multiple ecosystem functions is poorly understood,
limiting our ability to predict how soil biodiversity loss might affect human wellbeing and …

Statistical inference links data and theory in network science

L Peel, TP Peixoto, M De Domenico - Nature Communications, 2022 - nature.com
The number of network science applications across many different fields has been rapidly
increasing. Surprisingly, the development of theory and domain-specific applications often …

Robustness and resilience of complex networks

O Artime, M Grassia, M De Domenico… - Nature Reviews …, 2024 - nature.com
Complex networks are ubiquitous: a cell, the human brain, a group of people and the
Internet are all examples of interconnected many-body systems characterized by …

ggClusterNet: An R package for microbiome network analysis and modularity‐based multiple network layouts

T Wen, P **e, S Yang, G Niu, X Liu, Z Ding, C Xue… - Imeta, 2022 - Wiley Online Library
The network analysis has attracted increasing attention and interest from ecological
academics, thus it is of great necessity to develop more convenient and powerful tools. For …