Controllability of complex networks.

Understanding brain networks and brain organization. Phys Life Rev (2014) 7.82

Functional network organization of the human brain. Neuron (2011) 7.72

Differential network biology. Mol Syst Biol (2012) 3.74

DebtRank: too central to fail? Financial networks, the FED and systemic risk. Sci Rep (2012) 3.61

Globally networked risks and how to respond. Nature (2013) 3.32

Structure and dynamics of molecular networks: a novel paradigm of drug discovery: a comprehensive review. Pharmacol Ther (2013) 2.64

Observability of complex systems. Proc Natl Acad Sci U S A (2013) 2.35

Control centrality and hierarchical structure in complex networks. PLoS One (2012) 1.97

Exact controllability of complex networks. Nat Commun (2013) 1.93

Effect of correlations on network controllability. Sci Rep (2013) 1.65

Realistic control of network dynamics. Nat Commun (2013) 1.63

Network cosmology. Sci Rep (2012) 1.60

Cell fate reprogramming by control of intracellular network dynamics. PLoS Comput Biol (2015) 1.59

Nodal dynamics, not degree distributions, determine the structural controllability of complex networks. PLoS One (2012) 1.53

From link-prediction in brain connectomes and protein interactomes to the local-community-paradigm in complex networks. Sci Rep (2013) 1.49

RCytoscape: tools for exploratory network analysis. BMC Bioinformatics (2013) 1.45

Controllability in protein interaction networks. Proc Natl Acad Sci U S A (2014) 1.34

Control capacity and a random sampling method in exploring controllability of complex networks. Sci Rep (2013) 1.28

Few inputs can reprogram biological networks. Nature (2011) 1.26

Revealing the hidden language of complex networks. Sci Rep (2014) 1.25

Target control of complex networks. Nat Commun (2014) 1.25

Quantum Google in a complex network. Sci Rep (2013) 1.24

A new method for constructing networks from binary data. Sci Rep (2014) 1.22

Evolution of controllability in interbank networks. Sci Rep (2013) 1.21

Hierarchy measure for complex networks. PLoS One (2012) 1.18

The diminishing role of hubs in dynamical processes on complex networks. J R Soc Interface (2013) 1.15

Reconstructing propagation networks with natural diversity and identifying hidden sources. Nat Commun (2014) 1.13

Minimum curvilinearity to enhance topological prediction of protein interactions by network embedding. Bioinformatics (2013) 1.13

"Good enough solutions" and the genetics of complex diseases. Circ Res (2012) 1.13

Targeting the dynamics of complex networks. Sci Rep (2012) 1.12

Anatomy of funded research in science. Proc Natl Acad Sci U S A (2015) 1.12

Identifying controlling nodes in neuronal networks in different scales. PLoS One (2012) 1.11

Vaccinomics, adversomics, and the immune response network theory: individualized vaccinology in the 21st century. Semin Immunol (2013) 1.11

Dynamics and control of state-dependent networks for probing genomic organization. Proc Natl Acad Sci U S A (2011) 1.05

Resilience and controllability of dynamic collective behaviors. PLoS One (2013) 1.04

Structural controllability of unidirectional bipartite networks. Sci Rep (2013) 1.04

Integrated cross-species transcriptional network analysis of metastatic susceptibility. Proc Natl Acad Sci U S A (2012) 1.03

Topology of molecular interaction networks. BMC Syst Biol (2013) 1.03

Enhancing robustness of coupled networks under targeted recoveries. Sci Rep (2015) 1.00

Structural controllability of complex networks based on preferential matching. PLoS One (2014) 0.99

Recovery of infrastructure networks after localised attacks. Sci Rep (2016) 0.98

Personalized cardiovascular medicine and drug development: time for a new paradigm. Circulation (2012) 0.98

Control of coupled oscillator networks with application to microgrid technologies. Sci Adv (2015) 0.98

Intrinsic dynamics induce global symmetry in network controllability. Sci Rep (2015) 0.97

Controllability of structural brain networks. Nat Commun (2015) 0.97

From the physics of interacting polymers to optimizing routes on the London Underground. Proc Natl Acad Sci U S A (2013) 0.96

Control of asymmetric Hopfield networks and application to cancer attractors. PLoS One (2014) 0.96

Inducing peer pressure to promote cooperation. Sci Rep (2013) 0.95

Functional brain networks: great expectations, hard times and the big leap forward. Philos Trans R Soc Lond B Biol Sci (2014) 0.94

In-vivo real-time control of protein expression from endogenous and synthetic gene networks. PLoS Comput Biol (2014) 0.94

Rational Polypharmacology: Systematically Identifying and Engaging Multiple Drug Targets To Promote Axon Growth. ACS Chem Biol (2015) 0.93

A comprehensive map of the influenza A virus replication cycle. BMC Syst Biol (2013) 0.93

Nodes having a major influence to break cooperation define a novel centrality measure: game centrality. PLoS One (2013) 0.92

Complex networks: Degrees of control. Nature (2011) 0.92

Stabilization of perturbed Boolean network attractors through compensatory interactions. BMC Syst Biol (2014) 0.91

Controllability in cancer metabolic networks according to drug targets as driver nodes. PLoS One (2013) 0.91

Mapping the voxel-wise effective connectome in resting state FMRI. PLoS One (2013) 0.91

Discovery of a kernel for controlling biomolecular regulatory networks. Sci Rep (2013) 0.91

Criticality is an emergent property of genetic networks that exhibit evolvability. PLoS Comput Biol (2012) 0.91

Phosphotyrosine signaling proteins that drive oncogenesis tend to be highly interconnected. Mol Cell Proteomics (2013) 0.90

Connecting core percolation and controllability of complex networks. Sci Rep (2014) 0.90

Structural permeability of complex networks to control signals. Nat Commun (2015) 0.89

Information transfer and criticality in the Ising model on the human connectome. PLoS One (2014) 0.89

Heterogeneity in ecological mutualistic networks dominantly determines community stability. Sci Rep (2014) 0.89

Robustness of controllability for networks based on edge-attack. PLoS One (2014) 0.89

Transittability of complex networks and its applications to regulatory biomolecular networks. Sci Rep (2014) 0.89

Cross-border portfolio investment networks and indicators for financial crises. Sci Rep (2014) 0.88

Statistical properties and robustness of biological controller-target networks. PLoS One (2012) 0.88

Structural controllability and controlling centrality of temporal networks. PLoS One (2014) 0.87

How to suppress undesired synchronization. Sci Rep (2012) 0.87

Determining minimum set of driver nodes in protein-protein interaction networks. BMC Bioinformatics (2015) 0.87

Essentiality and centrality in protein interaction networks revisited. BMC Bioinformatics (2015) 0.87

Horizons of cybernetical physics. Philos Trans A Math Phys Eng Sci (2017) 0.86

A network view on psychiatric disorders: network clusters of symptoms as elementary syndromes of psychopathology. PLoS One (2014) 0.86

A Design Pattern for Decentralised Decision Making. PLoS One (2015) 0.86

Offspring social network structure predicts fitness in families. Proc Biol Sci (2012) 0.86

Optimal control based seizure abatement using patient derived connectivity. Front Neurosci (2015) 0.85

Control of complex networks requires both structure and dynamics. Sci Rep (2016) 0.85

Deciphering the molecular basis of human cardiovascular disease through network biology. Curr Opin Cardiol (2012) 0.85

Tissue engineering 2.0: guiding self-organization during pluripotent stem cell differentiation. Curr Opin Biotechnol (2012) 0.85

Reverse enGENEering of Regulatory Networks from Big Data: A Roadmap for Biologists. Bioinform Biol Insights (2015) 0.84

Single-neuron NMDA receptor phenotype influences neuronal rewiring and reintegration following traumatic injury. J Neurosci (2014) 0.84

Recovery of Interdependent Networks. Sci Rep (2016) 0.84

Emergence of terpene cyclization in Artemisia annua. Nat Commun (2015) 0.83

Regeneration of Hair Cells: Making Sense of All the Noise. Pharmaceuticals (Basel) (2011) 0.83

Network-based statistical comparison of citation topology of bibliographic databases. Sci Rep (2014) 0.83

Modulation of behavioral networks by selective interneuronal inactivation. Mol Psychiatry (2013) 0.83

A geometrical approach to control and controllability of nonlinear dynamical networks. Nat Commun (2016) 0.83

Structural control of metabolic flux. PLoS Comput Biol (2013) 0.82

Systems medicine of inflammaging. Brief Bioinform (2015) 0.82

Dynamical stability of intrinsic connectivity networks. Neuroimage (2011) 0.82

Node interference and robustness: performing virtual knock-out experiments on biological networks: the case of leukocyte integrin activation network. PLoS One (2014) 0.81

Enhancing speed of pinning synchronizability: low-degree nodes with high feedback gains. Sci Rep (2015) 0.81

Energy scaling and reduction in controlling complex networks. R Soc Open Sci (2016) 0.81

How peer pressure shapes consensus, leadership, and innovations in social groups. Sci Rep (2013) 0.81

Rich-cores in networks. PLoS One (2015) 0.81

Mathematical controllability of genomic networks. Proc Natl Acad Sci U S A (2011) 0.80

Network neuroscience. Nat Neurosci (2017) 0.80

On the Origins and Control of Community Types in the Human Microbiome. PLoS Comput Biol (2016) 0.80

Reverse-engineering the genetic circuitry of a cancer cell with predicted intervention in chronic lymphocytic leukemia. Proc Natl Acad Sci U S A (2012) 0.80

Understanding individual human mobility patterns. Nature (2008) 29.94

The human disease network. Proc Natl Acad Sci U S A (2007) 19.58

Limits of predictability in human mobility. Science (2010) 11.89

Drug-target network. Nat Biotechnol (2007) 11.15

High-quality binary protein interaction map of the yeast interactome network. Science (2008) 10.65

A protein-protein interaction network for human inherited ataxias and disorders of Purkinje cell degeneration. Cell (2006) 8.61

Quantifying social group evolution. Nature (2007) 7.28

A universal model for mobility and migration patterns. Nature (2012) 7.18

Interactome networks and human disease. Cell (2011) 7.16

An empirical framework for binary interactome mapping. Nat Methods (2008) 6.59

Modeling bursts and heavy tails in human dynamics. Phys Rev E Stat Nonlin Soft Matter Phys (2006) 5.49

Quantifying long-term scientific impact. Science (2013) 5.18

Understanding the spreading patterns of mobile phone viruses. Science (2009) 5.08

Hierarchical organization in complex networks. Phys Rev E Stat Nonlin Soft Matter Phys (2003) 4.80

Functional and topological characterization of protein interaction networks. Proteomics (2004) 4.57

Interpreting cancer genomes using systematic host network perturbations by tumour virus proteins. Nature (2012) 4.35

Human dynamics: Darwin and Einstein correspondence patterns. Nature (2005) 3.89

Network medicine--from obesity to the "diseasome". N Engl J Med (2007) 3.83

Genome-scale analysis of in vivo spatiotemporal promoter activity in Caenorhabditis elegans. Nat Biotechnol (2007) 3.65

A dynamic network approach for the study of human phenotypes. PLoS Comput Biol (2009) 3.62

Network link prediction by global silencing of indirect correlations. Nat Biotechnol (2013) 3.27

Geographic constraints on social network groups. PLoS One (2011) 3.08

Systems biology. Life's complexity pyramid. Science (2002) 2.98

Ranking stability and super-stable nodes in complex networks. Nat Commun (2011) 2.67

Collective response of human populations to large-scale emergencies. PLoS One (2011) 2.48

Scale-free networks. Sci Am (2003) 2.44

Two degrees of separation in complex food webs. Proc Natl Acad Sci U S A (2002) 2.43

Aggregation of topological motifs in the Escherichia coli transcriptional regulatory network. BMC Bioinformatics (2004) 2.41

Observability of complex systems. Proc Natl Acad Sci U S A (2013) 2.35

The impact of cellular networks on disease comorbidity. Mol Syst Biol (2009) 2.23

Halting viruses in scale-free networks. Phys Rev E Stat Nonlin Soft Matter Phys (2002) 2.19

Universal features of correlated bursty behaviour. Sci Rep (2012) 2.10

Control centrality and hierarchical structure in complex networks. PLoS One (2012) 1.97

Predicting synthetic rescues in metabolic networks. Mol Syst Biol (2008) 1.82

Transcription factor modularity in a gene-centered C. elegans core neuronal protein-DNA interaction network. Genome Res (2007) 1.79

Distribution of node characteristics in complex networks. Proc Natl Acad Sci U S A (2007) 1.79

MicroRNA-21 integrates pathogenic signaling to control pulmonary hypertension: results of a network bioinformatics approach. Circulation (2012) 1.75

The activity reaction core and plasticity of metabolic networks. PLoS Comput Biol (2005) 1.66

Effect of correlations on network controllability. Sci Rep (2013) 1.65

Emergence of bimodality in controlling complex networks. Nat Commun (2013) 1.62

Spurious spatial periodicity of co-expression in microarray data due to printing design. Nucleic Acids Res (2003) 1.61

Impact of the solvent capacity constraint on E. coli metabolism. BMC Syst Biol (2008) 1.61

Impact of non-Poissonian activity patterns on spreading processes. Phys Rev Lett (2007) 1.57

Flavor network and the principles of food pairing. Sci Rep (2011) 1.56

Viral perturbations of host networks reflect disease etiology. PLoS Comput Biol (2012) 1.54

Sex differences in intimate relationships. Sci Rep (2012) 1.53

Bioinformatics analysis of experimentally determined protein complexes in the yeast Saccharomyces cerevisiae. Genome Res (2003) 1.53

Comparative genome-scale metabolic reconstruction and flux balance analysis of multiple Staphylococcus aureus genomes identify novel antimicrobial drug targets. J Bacteriol (2009) 1.51

Universality in network dynamics. Nat Phys (2013) 1.32

Control capacity and a random sampling method in exploring controllability of complex networks. Sci Rep (2013) 1.28

Network science: Luck or reason. Nature (2012) 1.25

Comparison of an expanded ataxia interactome with patient medical records reveals a relationship between macular degeneration and ataxia. Hum Mol Genet (2010) 1.16

Dynamics of ranking processes in complex systems. Phys Rev Lett (2012) 1.00

How synchronization protects from noise. PLoS Comput Biol (2010) 0.93

Stable concurrent synchronization in dynamic system networks. Neural Netw (2006) 0.91

Collective stability of networks of winner-take-all circuits. Neural Comput (2010) 0.91

Reverse engineering of linking preferences from network restructuring. Phys Rev E Stat Nonlin Soft Matter Phys (2004) 0.89

Network-based analysis of genome wide association data provides novel candidate genes for lipid and lipoprotein traits. Mol Cell Proteomics (2013) 0.87

Publishing: Handful of papers dominates citation. Nature (2012) 0.87

Permitted and forbidden sets in symmetric threshold-linear networks. Neural Comput (2003) 0.87

Impact of limited solvent capacity on metabolic rate, enzyme activities, and metabolite concentrations of S. cerevisiae glycolysis. PLoS Comput Biol (2008) 0.85

Competition through selective inhibitory synchrony. Neural Comput (2012) 0.84

Systems Medicine: from molecular features and models to the clinic in COPD. J Transl Med (2014) 0.84

Uncovering the role of elementary processes in network evolution. Sci Rep (2013) 0.81

Geometry of the superior colliculus mapping and efficient oculomotor computation. Biol Cybern (2007) 0.81

A diVIsive Shuffling Approach (VIStA) for gene expression analysis to identify subtypes in Chronic Obstructive Pulmonary Disease. BMC Syst Biol (2014) 0.80

Does a quorum sensing mechanism direct the behavior of immune cells? C R Biol (2013) 0.78

Inhomogeneous evolution of subgraphs and cycles in complex networks. Phys Rev E Stat Nonlin Soft Matter Phys (2005) 0.78

Synchronization and redundancy: implications for robustness of neural learning and decision making. Neural Comput (2011) 0.78

Visual grouping by neural oscillator networks. IEEE Trans Neural Netw (2009) 0.76

Control of traveling-wave oscillations and bifurcation behavior in central pattern generators. Phys Rev E Stat Nonlin Soft Matter Phys (2012) 0.75

Emergence of large-scale vorticity during diffusion in a random potential under an alternating bias. Phys Rev E Stat Nonlin Soft Matter Phys (2005) 0.75

Corrigendum: Trade-offs between driving nodes and time-to-control in complex networks. Sci Rep (2017) 0.75

Universal resilience patterns in complex networks. Nature (2016) 0.75