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List of works by Albert-László Barabási

A DIseAse MOdule Detection (DIAMOnD) algorithm derived from a systematic analysis of connectivity patterns of disease proteins in the human interactome

scientific article (publication date: April 2015)

A Genetic Model of the Connectome

scientific article published on 02 December 2019

A Network-Based Framework to Discover Treatment-Response–Predicting Biomarkers for Complex Diseases

scientific article published in October 2024

A century of physics

scientific article (publication date: October 2015)

A diVIsive Shuffling Approach (VIStA) for gene expression analysis to identify subtypes in Chronic Obstructive Pulmonary Disease

scientific article

A disease module in the interactome explains disease heterogeneity, drug response and captures novel pathways and genes in asthma

scientific article published on 12 January 2015

A diseasome cluster-based drug repurposing of soluble guanylate cyclase activators from smooth muscle relaxation to direct neuroprotection

scientific article published on 5 February 2018

A dynamic network approach for the study of human phenotypes

scientific article

A genetic epidemiology approach to cyber-security

scientific article published on 16 July 2014

A global network for network medicine

scientific article published on 31 August 2020

A network-based normalized impact measure reveals successful periods of scientific discovery across disciplines

scientific article published on 20 November 2023

A protein-protein interaction network for human inherited ataxias and disorders of Purkinje cell degeneration

scientific article

A proteome-scale map of the human interactome network

scientific article

A structural transition in physical networks

scientific article published on 28 November 2018

A systematic comprehensive longitudinal evaluation of dietary factors associated with acute myocardial infarction and fatal coronary heart disease

scientific article published on 27 November 2020

A systems biology approach to cGMP suggests a prominent role for sGC in stroke: Validation by mechanism-based activation of apo-sGC in non-steal dosing coveys neuroprotection and increased survival

scientific article

A universal model for mobility and migration patterns

scientific article

A wealth of discovery built on the Human Genome Project — by the numbers

scientific article published on 10 February 2021

Academia under fire in Hungary

scientific article

Accelerating network layouts using graph neural networks

scientific article published on 21 March 2023

Across the boundaries

scientific article published in Nature

Aggregation of topological motifs in the Escherichia coli transcriptional regulatory network

scientific article

An Experimental Study of the Fluctuations in Granular Drag

scholarly article

An empirical framework for binary interactome mapping

scientific article

An inter-species protein-protein interaction network across vast evolutionary distance

scientific article (publication date: 22 April 2016)

Anomalous interface roughening in porous media: Experiment and model

scientific article published on 01 June 1992

Author Correction: Discovering the genes mediating the interactions between chronic respiratory diseases in the human interactome

scientific article published on 19 April 2021

Author Correction: Universal resilience patterns in complex networks

scientific article published on 01 April 2019

Avalanches and power-law behaviour in lung inflation.

scientific article published in April 1994

Avalanches and the directed percolation depinning model: Experiments, simulations, and theory

article

Avalanches in the lung: A statistical mechanical model

scientific article published on 01 March 1996

Ballistic random walker

scientific article published on 01 July 1996

Bioinformatics analysis of experimentally determined protein complexes in the yeast Saccharomyces cerevisiae

scientific article

Blueprint for antimicrobial hit discovery targeting metabolic networks

scientific article

Bose-Einstein Condensation in Complex Networks

scientific article

Cancer metastasis networks and the prediction of progression patterns

scientific article published on September 2009

Canonical genetic signatures of the adult human brain

scientific article

Career on the move: geography, stratification, and scientific impact

scientific article published on 24 April 2014

Collective Motion of Self-Propelled Particles: Kinetic Phase Transition in One Dimension

scientific article

Collective Response of Human Populations to Large-Scale Emergencies

scientific article published on March 30, 2011

Collective credit allocation in science

scientific article

Comparable system-level organization of Archaea and Eukaryotes

scientific article published on 01 September 2001

Comparative genome-scale metabolic reconstruction and flux balance analysis of multiple Staphylococcus aureus genomes identify novel antimicrobial drug targets

scientific article (publication date: June 2009)

Comparison of an expanded ataxia interactome with patient medical records reveals a relationship between macular degeneration and ataxia

scientific article

Computational social science

scientific article

Constructing minimal models for complex system dynamics

scientific article published on 20 May 2015

Control capacity and a random sampling method in exploring controllability of complex networks

scientific article published on January 2013

Control centrality and hierarchical structure in complex networks

scientific article published in 2012

Control of fluxes in metabolic networks

scientific article published on 19 May 2016

Control principles of complex systems

Controllability analysis of the directed human protein interaction network identifies disease genes and drug targets

scientific article published on 18 April 2016

Controllability in an islet specific regulatory network identifies the transcriptional factor NFATC4, which regulates Type 2 Diabetes associated genes

scientific article published on 29 November 2017

Controllability in an islet specific regulatory network identifies the transcriptional factor NFATC4, which regulates Type 2 Diabetes associated genes.

scientific article

Controllability of complex networks

scientific article published in May 2011

Controllability of multiplex, multi-time-scale networks

scientific article published on 26 September 2016

Controlling nanostructures

scientific article published in Nature

Corrigendum: Trade-offs between driving nodes and time-to-control in complex networks

scientific article published on 9 March 2017

Deposition, diffusion, and aggregation of atoms on surfaces: A model for nanostructure growth

scientific article published on 01 November 1994

Deterministic scale-free networks

Diameter of the World-Wide Web

scientific article published in Nature

Directed surfaces in disordered media

scientific article published on 01 February 1996

Discovering the genes mediating the interactions between chronic respiratory diseases in the human interactome

scientific article published on 10 February 2020

Disease networks. Uncovering disease-disease relationships through the incomplete interactome

scientific article published on February 2015

Distribution of node characteristics in complex networks

scholarly article

Drug-target network

scientific article (publication date: October 2007)

Dynamic Scaling of Ion-Sputtered Surfaces

scientific article published in Physical Review Letters

Dynamic scaling of coupled nonequilibrium interfaces

scientific article published on 01 September 1992

Dynamics of complex systems: scaling laws for the period of boolean networks

scientific article published on 01 June 2000

Dynamics of information access on the web

scientific article

Dynamics of ranking processes in complex systems

scientific article published on 17 September 2012

Effect of correlations on network controllability

scientific article

Elastic string in a random medium

scientific article published on 01 June 1996

Emergence of Scaling in Random Networks

scientific article

Emergence of bimodality in controlling complex networks

scientific article published in January 2013

Emergence of large-scale vorticity during diffusion in a random potential under an alternating bias

scientific article published on 11 February 2005

Emerging behavior in electronic bidding

scientific article published on 03 July 2003

Endophenotype Network Models: Common Core of Complex Diseases

scientific article published on 09 June 2016

Enhancing the accuracy of Network Medicine through understanding the impact of sample size in gene co-expression networks

Enhancing the accuracy of Network Medicine through understanding the impact of sample size in gene co-expression networks

scientific article published on 31 July 2024

Epigenomic and transcriptomic approaches in the post-genomic era: path to novel targets for diagnosis and therapy of the ischaemic heart? Position Paper of the European Society of Cardiology Working Group on Cellular Biology of the Heart.

scientific article

Error and attack tolerance of complex networks

scientific article (publication date: 27 July 2000)

Evolution of the social network of scientific collaborations

Evolutionary conservation of motif constituents in the yeast protein interaction network

scientific article published on 14 September 2003

Experimental Determination and System Level Analysis of Essential Genes in Escherichia coli MG1655

scientific article

Exploring Food Contents in Scientific Literature with FoodMine

scientific article published on 18 December 2019

Exploring food contents in scientific literature with FoodMine

scientific article published on 01 October 2020

Flavor network and the principles of food pairing

scientific article

Fluctuations in network dynamics

scientific article published on 13 January 2004

Formula: the science behind why people succeed or fail.

book published in 2018

Fragmentation of outage clusters during the recovery of power distribution grids

scientific article published on 30 November 2022

From comorbidities of chronic obstructive pulmonary disease to identification of shared molecular mechanisms by data integration

scientific article

From data to models

scientific article published on 01 January 2007

Functional and topological characterization of protein interaction networks

scientific article published in April 2004

Functional structures of US state governments

article published in the Proceedings of the National Academy of Sciences of the United States of America

Fundamental limitations of network reconstruction from temporal data.

scientific article

Genome-scale analysis of in vivo spatiotemporal promoter activity in Caenorhabditis elegans.

scientific article published on 7 May 2007

Geographic constraints on social network groups

scientific article

Give more data, awareness and control to individual citizens, and they will help COVID-19 containment

scientific article published in 2021

Global organization of metabolic fluxes in the bacterium Escherichia coli

scientific article (publication date: 26 February 2004)

Granular drag on a discrete object: shape effects on jamming

scientific article published on 07 November 2001

GroceryDB: Prevalence of Processed Food in Grocery Stores

scientific article published on 9 June 2024

Halting viruses in scale-free networks.

scientific article published on 21 May 2002

Handful of papers dominates citation

scientific article published in Nature

Hidden citations obscure true impact in science

scientific article published on 30 April 2024

Hierarchical organization in complex networks

scientific article

Hierarchical organization of modularity in metabolic networks

scientific article (publication date: 30 August 2002)

High-quality binary protein interaction map of the yeast interactome network

scientific article

Historical comparison of gender inequality in scientific careers across countries and disciplines

journal article from 'Proceedings of the National Academy of Sciences' published in 2020

Human disease classification in the postgenomic era: a complex systems approach to human pathobiology

scientific article

Human dynamics: Darwin and Einstein correspondence patterns

scientific article

Human symptoms-disease network

scientific article published on 26 June 2014

Identification of druggable host targets needed for SARS-CoV-2 infection by combined pharmacological evaluation and cellular network directed prioritization both in vitro and in vivo

scientific article published on 20 April 2021

Identification of potent inhibitors of SARS-CoV-2 infection by combined pharmacological evaluation and cellular network prioritization

scientific article published on 16 September 2022

Identifying and modeling the structural discontinuities of human interactions

scientific article published on 26 April 2017

Impact of Non-Poissonian Activity Patterns on Spreading Processes

scientific article

Impact of limited solvent capacity on metabolic rate, enzyme activities, and metabolite concentrations of S. cerevisiae glycolysis

scientific article

Impact of physicality on network structure

scientific article published on 6 November 2023

Impact of the solvent capacity constraint on E. coli metabolism

scientific article

Improving the Performance and Interpretability on Medical Datasets using Graphical Ensemble Feature Selection

scientific article published on 24 April 2023

Inhomogeneous evolution of subgraphs and cycles in complex networks

scientific article published on 24 February 2005

Integrating personalized gene expression profiles into predictive disease-associated gene pools

scientific article

Interactome networks and human disease

scientific article (publication date: 18 March 2011)

Interpreting cancer genomes using systematic host network perturbations by tumour virus proteins

scientific journal article

Intracellular crowding defines the mode and sequence of substrate uptake by Escherichia coli and constrains its metabolic activity.

scholarly article

Invasion percolation and global optimization

scientific article published on 01 May 1996

Irregularities and power law distributions in the breathing pattern in preterm and term infants

scientific article

Isotopy and energy of physical networks

scientific article published on 19 October 2020

Jamming and fluctuations in granular drag

scientific article published on 01 May 2000

Lethality and centrality in protein networks

scientific article (publication date: 3 May 2001)

Limits of predictability in human mobility

scientific article

Linked: The New Science of Networks

book by Albert-László Barabási

Liquid-induced transitions in granular media

scientific article published on 01 November 1999

List of Contributors

Liu et al. reply

Lung tissue viscoelasticity: a mathematical framework and its molecular basis.

scientific article published in June 1994

Machine Learning Prediction of Food Processing

scientific article published on 25 May 2021

Machine learning prediction of the degree of food processing

scientific article published on 21 April 2023

Mapping Philanthropic Support of Science

scientific article published on 9 June 2022

Measuring Entanglement in Physical Networks

scientific article published on 13 August 2024

MicroRNA-21 integrates pathogenic signaling to control pulmonary hypertension: results of a network bioinformatics approach

scientific article published on 27 February 2012

MilkyBase, a database of human milk composition as a function of maternal-, infant- and measurement conditions

scientific article published on 9 September 2022

Model incorporating deposition, diffusion, and aggregation in submonolayer nanostructures

scientific article published on 01 July 1994

Modeling bursts and heavy tails in human dynamics

scientific article

Modeling relaxation and jamming in granular media

scientific article published on 26 October 2001

Modeling the Internet's large-scale topology.

scientific article

Modelling the scaling properties of human mobility

Modules, networks and systems medicine for understanding disease and aiding diagnosis.

scientific article

Monte Carlo simulation of sinusoidally modulated superlattice growth

scientific article published on 11 February 2002

Morphology of ion-sputtered surfaces

article published in 2002

Multifractality of growing surfaces

scientific article published on 01 May 1992

Multifractality of self-affine fractals

scientific article published on 01 August 1991

Nature's reach: narrow work has broad impact

scientific article published on 01 November 2019

NetMedPy: A Python package for Large-Scale Network Medicine Screening

scientific article published on 8 September 2024

Network Medicine Framework for Identifying Drug Repurposing Opportunities for COVID-19

scientific article published on 15 April 2020

Network biology: understanding the cell's functional organization

scientific article (publication date: February 2004)

Network control principles predict neuron function in the Caenorhabditis elegans connectome

scientific article published on 18 October 2017

Network link prediction by global silencing of indirect correlations

scientific article published on 14 July 2013

Network medicine framework for identifying drug-repurposing opportunities for COVID-19

scientific article published on 11 May 2021

Network medicine framework shows that proximity of polyphenol targets and disease proteins predicts therapeutic effects of polyphenols

scientific article published in 2021

Network medicine--from obesity to the "diseasome"

scientific article published on 25 July 2007

Network medicine: a network-based approach to human disease

scientific article (publication date: 2011)

Network science

scientific article published on 18 February 2013

Network science

book by Barabási and Posfai published in 2016

Network science: Destruction perfected

scientific article published in August 2015

Network science: Luck or reason

scientific article published on 12 September 2012

Network-based analysis of genome wide association data provides novel candidate genes for lipid and lipoprotein traits

scientific article

Network-based approach to prediction and population-based validation of in silico drug repurposing.

scientific article published on 12 July 2018

Network-based in silico drug efficacy screening

scientific article

Network-based prediction of drug combinations

article

Network-based prediction of protein interactions

scientific article published on 18 March 2019

Network-based prediction of protein interactions

scientific article published on 2 March 2018

New exponent characterizing the effect of evaporation on imbibition experiments.

scientific article

Noncoding RNAs improve the predictive power of network medicine

scientific article published on 31 October 2023

Noncoding RNAs improve the predictive power of network medicine

scientific article published on 7 November 2023

Nutrient concentrations in food display universal behaviour

scientific article published on 24 May 2022

Observability of complex systems

scientific article published on 28 January 2013

PARP9 and PARP14 cross-regulate macrophage activation via STAT1 ADP-ribosylation

scientific article (publication date: 31 October 2016)

Parasitic computing

scientific article published on August 2001

Percolation in directed scale-free networks.

scientific article published on 26 July 2002

Physics of the rhythmic applause

scientific article published on 01 June 2000

Predicting perturbation patterns from the topology of biological networks

scientific article published on 20 June 2018

Predicting perturbation patterns from the topology of biological networks

scientific article published on 17 June 2018

Predicting synthetic rescues in metabolic networks

scientific article

Publisher Correction: Network-based prediction of drug combinations

scholarly article published in Nature Communications

Publisher Correction: The unmapped chemical complexity of our diet

scholarly article

Quantifying information flow during emergencies

scientific article published on 06 February 2014

Quantifying long-term scientific impact

scientific article published in October 2013

Quantifying reputation and success in art

scientific article published in Science

Quantifying social group evolution

scientific article published in April 2007

Quantifying the evolution of individual scientific impact

scientific article

Quantitative social science. A network framework of cultural history

scientific article

Ranking stability and super-stable nodes in complex networks

scientific article published on July 19, 2011

Recordings of Caenorhabditis elegans locomotor behaviour following targeted ablation of single motorneurons

scientific article published on 19 October 2017

Reply to Vaccario et al.: The role of baselines in fair and unbiased citation metric evaluation

scientific article published on 8 October 2024

Reproducible Science of Science at scale: pySciSci

Research gaps and opportunities in precision nutrition: an NIH workshop report

scientific article published in 2022

Response to letter of correspondence - Bastiaens et al

scientific article published on 01 April 2015

Returners and explorers dichotomy in human mobility

scientific article

Reverse engineering of linking preferences from network restructuring

scientific article published on 25 October 2004

Roughening of growing surfaces: Kinetic models and continuum theories

scholarly article

Scale-free characteristics of random networks: the topology of the world-wide web

scientific article

Scale-free networks

scientific article published in May 2003

Scale-free networks: a decade and beyond

scientific article

Scaling identity connects human mobility and social interactions

scientific article published on 06 June 2016

Scaling properties of driven interfaces in disordered media

scientific article published on 01 October 1995

Science communication. Response to Comment on "Quantifying long-term scientific impact"

scientific article

Separating internal and external dynamics of complex systems

scientific article published on 6 August 2004

Sex differences in intimate relationships

scientific article published on 19 April 2012

Small but slow world: how network topology and burstiness slow down spreading

scientific article published on 18 February 2011

Sociology. Network theory--the emergence of the creative enterprise

scientific article

Spectra of “real-world” graphs: Beyond the semicircle law

scientific article (publication date: 20 July 2001)

Spectrum of controlling and observing complex networks

Spurious spatial periodicity of co-expression in microarray data due to printing design

scientific article

Stable evolutionary signal in a yeast protein interaction network

scientific article

Statistical mechanics of complex networks

scientific article

Stick-slip fluctuations in granular drag

scientific article published on 30 August 2001

Structure and tie strengths in mobile communication networks

scientific article

Success in books: a big data approach to bestsellers

scholarly article published on 6 April 2018

Success in books: predicting book sales before publication

scholarly article

Surfactant-mediated growth of nonequilibrium interfaces

scientific article published on 01 June 1993

Synthetic ablations in the C. elegans nervous system

scientific article published on 01 March 2020

Systems Medicine: from molecular features and models to the clinic in COPD.

scientific article published on 28 November 2014

Systems biology and the future of medicine

scientific article

Systems biology. Life's complexity pyramid

scientific article

Taking census of physics

Target control of complex networks

scientific article

The Activity Reaction Core and Plasticity of Metabolic Networks

scientific article published on 02 November 2005

The Network Medicine Imperative and the Need for an International Network Medicine Consortium

scientific article published on 19 April 2020

The Science of Science

scientific article published on 7 February 2021

The Structure and Dynamics of Networks

The activity reaction core and plasticity of metabolic networks

scientific article

The chaperone effect in scientific publishing

scientific article from 2018 published in PNAS

The clinical trials puzzle: How network effects limit drug discovery

scientific article published on 15 December 2023

The elegant law that governs us all

scientific article

The exposome and health: Where chemistry meets biology

scientific article

The fundamental advantages of temporal networks

scientific article

The human disease network

scientific article

The impact of cellular networks on disease comorbidity

scientific article published on 7 April 2009

The implications of human metabolic network topology for disease comorbidity

scientific article

The large-scale organization of metabolic networks

scientific article (publication date: 5 October 2000)

The origin of bursts and heavy tails in human dynamics

scientific article

The physics of sand castles: maximum angle of stability in wet and dry granular media

scholarly article

The product space conditions the development of nations.

scientific article

The sound of many hands clapping

scientific article published in Nature

The universal decay of collective memory and attention

scientific article published on 10 December 2018

The unmapped chemical complexity of our diet

scientific article published on 9 December 2019

Three-dimensional Toom model: Connection to the anisotropic Kardar-Parisi-Zhang equation

scientific article published in June 1992

Tissue Specificity of Human Disease Module

scientific article published on 17 October 2016

Topological units of environmental signal processing in the transcriptional regulatory network of Escherichia coli.

scientific article

Topology of Evolving Networks: Local Events and Universality

scientific article

Tracing a diffusion-limited aggregate: Self-affine versus self-similar scaling

scientific article published on 01 June 1990

Trade-offs between driving nodes and time-to-control in complex networks

scientific article published on 05 January 2017

Transcription factor modularity in a gene-centered C. elegans core neuronal protein-DNA interaction network

scientific article published on 18 May 2007

Two degrees of separation in complex food webs

scientific article

Uncovering individual and collective human dynamics from mobile phone records

article

Uncovering the genetic blueprint of the C. elegans nervous system

scientific article published on 14 December 2020

Uncovering the genetic blueprint of the C. elegans nervous system

scientific article published on 5 May 2020

Uncovering the role of elementary processes in network evolution

scientific article

Understanding individual human mobility patterns

scientific article (publication date: 5 June 2008)

Understanding the Representation Power of Graph Neural Networks in Learning Graph Topology

scientific article published in January 2019

Understanding the spread of malicious mobile-phone programs and their damage potential

Understanding the spreading patterns of mobile phone viruses

scientific article

Universal features of correlated bursty behaviour

scientific article published on 4 May 2012

Universal resilience patterns in complex networks

scientific article published on February 2016

Universal resilience patterns in complex networks.

scientific article published on 4 May 2016

Universality classes for interface growth with quenched disorder

scientific article published in Physical Review Letters

Universality in network dynamics

scientific article published on January 2013

Untangling performance from success

Uremic Toxin Indoxyl Sulfate Promotes Proinflammatory Macrophage Activation Via the Interplay of OATP2B1 and Dll4-Notch Signaling

scientific article published on 01 January 2019

Viral perturbations of host networks reflect disease etiology

scientific article

Weighted evolving networks

scientific article published in June 2001

Widespread macromolecular interaction perturbations in human genetic disorders

scientific journal article

and the network control framework-FAQs

scientific article published on 10 September 2018