Detecting novel associations in large data sets

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Detecting novel associations in large data sets is …
instance of (P31):
scholarly articleQ13442814

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P356DOI10.1126/SCIENCE.1205438
P932PMC publication ID3325791
P698PubMed publication ID22174245
P5875ResearchGate publication ID51884204
P894zbMATH Open document ID1359.62216

P50authorEric LanderQ970550
Pardis C. SabetiQ3063122
Gilean McVeanQ5561586
Peter J TurnbaughQ37391152
Sharon R GrossmanQ56426559
P2093author name stringDavid N Reshef
Hilary K Finucane
Michael Mitzenmacher
Yakir A Reshef
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Robust Locally Weighted Regression and Smoothing ScatterplotsQ30052922
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Maternal education and child health: is there a strong causal relationship?Q34461197
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Estimation of mutual information using kernel density estimators.Q38531494
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Graph drawing by force-directed placementQ55954181
Consistent Nonparametric RegressionQ56533608
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Statistical Genetics: False discovery or missed discovery?Q58047103
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P433issue6062
P407language of work or nameEnglishQ1860
P6104maintained by WikiProjectWikiProject MathematicsQ8487137
P1104number of pages7
P304page(s)1518-1524
P577publication date2011-12-01
P1433published inScienceQ192864
P1476titleDetecting novel associations in large data sets
P478volume334

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Q28538561Microbial communities in sunken wood are structured by wood-boring bivalves and location in a submarine canyon
Q34615534Microbial determinants of biochemical individuality and their impact on toxicology and pharmacology
Q44697672Microbial diversity and community structure along a lake elevation gradient in Yosemite National Park, California, USA.
Q34337828Microbial interactions: from networks to models
Q103017358Microbial networks inferred from environmental DNA data for biomonitoring ecosystem change: strengths and pitfalls
Q97888704Microbial tropicalization driven by a strengthening western ocean boundary current
Q91565353Microdiversity and temporal dynamics of marine bacterial dimethylsulfoniopropionate genes
Q36064477Millions of reads, thousands of taxa: microbial community structure and associations analyzed via marker genes
Q34513638Minerva and minepy: a C engine for the MINE suite and its R, Python and MATLAB wrappers
Q38888045Misidentification of mental health symptoms in presence of organic diseases and delirium during psychiatric liaison consulting
Q38958932Mislocalization-related disease gene discovery using gene expression based computational protein localization prediction
Q34980413Mitotic Index is an Independent Predictor of Recurrence-Free Survival in Meningioma.
Q110949889Model independent feature attributions: Shapley values that uncover non-linear dependencies
Q52357579Model-free quantification and visualization of colocalization in fluorescence images.
Q28707471Modeling temporal relationships in large scale clinical associations
Q45943297Molecular Motor Dnm1 Synergistically Induces Membrane Curvature To Facilitate Mitochondrial Fission.
Q53588530Most associations between transcript features and gene expression are monotonic.
Q64077990Multilayer network analysis of miRNA and protein expression profiles in breast cancer patients
Q30770984Multiparametric Analysis of Screening Data: Growing Beyond the Single Dimension to Infinity and Beyond
Q89659161Multiparametric MRI for Prostate Cancer Detection: New Insights into the Combined Use of a Radiomic Approach with Advanced Acquisition Protocol
Q31105731Multivariate methods for the analysis of complex and big data in forensic sciences. Application to age estimation in living persons
Q58698184Mutual Information Better Quantifies Brain Network Architecture in Children with Epilepsy
Q44503423NARROMI: a noise and redundancy reduction technique improves accuracy of gene regulatory network inference.
Q62496001Natural Products for Drug Discovery in the 21st Century: Innovations for Novel Drug Discovery
Q36340566Natural product discovery from the human microbiome.
Q48016228Network Metamodeling: Effect of Correlation Metric Choice on Phylogenomic and Transcriptomic Network Topology
Q35097279Network biology in medicine and beyond
Q35692548Network succession reveals the importance of competition in response to emulsified vegetable oil amendment for uranium bioremediation
Q38802835Network-based metabolic analysis and microbial community modeling
Q58751575Neurotransmitter identity and electrophysiological phenotype are genetically coupled in midbrain dopaminergic neurons
Q40081854Nonlinear association criterion, nonlinear Granger causality and related issues with applications to neuroimage studies.
Q64931478Nonlinear variable selection with continuous outcome: a fully nonparametric incremental forward stagewise approach.
Q37271244Old world monkeys and new age science: the evolution of nonhuman primate systems virology
Q57307833On Quantifying Dependence: A Framework for Developing Interpretable Measures
Q86881431On correlated reaction sets and coupled reaction sets in metabolic networks
Q108930284On the Dynamics of Social Media Popularity
Q91581552Opportunistic bacteria use quorum sensing to disturb coral symbiotic communities and mediate the occurrence of coral bleaching
Q50080528Optimal detection of weak positive latent dependence between two sequences of multiple tests.
Q33760342Optimization of gene set annotations via entropy minimization over variable clusters (EMVC).
Q88666216Organic carbon source and salinity shape sediment bacterial composition in two China marginal seas and their major tributaries
Q57111643Overexpression of long noncoding RNA is associated with poor prognosis in hepatocellular carcinoma
Q35609041Parallel genome-scale loss of function screens in 216 cancer cell lines for the identification of context-specific genetic dependencies
Q61136700Parasitic Eukaryotes in a Meso-Eutrophic Coastal System with Marked Phaeocystis globosa Blooms
Q37173037Part mutual information for quantifying direct associations in networks
Q104463169Pathological Cluster Identification by Unsupervised Analysis in 3,822 UK Biobank Cardiac MRIs
Q60323941Patterns of bacteria-host associations suggest different ecological strategies between two reef building cold-water coral species
Q99560894Performance of variable and function selection methods for estimating the nonlinear health effects of correlated chemical mixtures: A simulation study
Q30873804Permutation entropy analysis of vital signs data for outcome prediction of patients with severe traumatic brain injury
Q31126219Perspectives on making big data analytics work for oncology.
Q47555084Petascale supercomputing to accelerate the design of high-temperature alloys.
Q34673787Population Dynamics P system (PDP) models: a standardized protocol for describing and applying novel bio-inspired computing tools.
Q28115374Post-transcriptional regulation of BCL2 mRNA by the RNA-binding protein ZFP36L1 in malignant B cells
Q59025368Practical Speech Emotion Recognition Based on Online Learning: From Acted Data to Elicited Data
Q31155784Precision Phenotyping in Heart Failure and Pattern Clustering of Ultrasound Data for the Assessment of Diastolic Dysfunction
Q35769545Predicting Microbial Interactions Using Vector Autoregressive Model with Graph Regularization
Q46877274Predicting dynamic metabolic demands in the photosynthetic eukaryote Chlorella vulgaris.
Q45826942Predicting functional gene interactions with the hierarchical interaction score
Q34595234Predicting future morphological changes of lesions from radiotracer uptake in 18F-FDG-PET images
Q99608361Predicting heterogeneous ice nucleation with a data-driven approach
Q38792983Predicting microbial interactions through computational approaches
Q89620602Prediction of Early TBI Mortality Using a Machine Learning Approach in a LMIC Population
Q33764365Predictors of Adamkiewicz artery and anterior spinal artery detection through computerized tomographic angiography
Q38708085Pregabalin for the Prevention of Oxaliplatin-Induced Painful Neuropathy: A Randomized, Double-Blind Trial
Q47769797Preoperative prediction of sentinel lymph node metastasis in breast cancer based on radiomics of T2-weighted fat-suppression and diffusion-weighted MRI.
Q31033322Privacy-Preserving Data Exploration in Genome-Wide Association Studies
Q57774707Probabilistic diagram for designing chemicals with reduced potency to incur cytotoxicity
Q57169880Probability of bivariate superiority: A non-parametric common-language statistic for detecting bivariate relationships
Q34617650Productivity and salinity structuring of the microplankton revealed by comparative freshwater metagenomics
Q90051661Profiling cell signaling networks at single-cell resolution
Q51129406Protein-protein interaction prediction by combined analysis of genomic and conservation information.
Q34581283Putting things in order
Q90056388Qualitative and quantitative detection of liver injury with terahertz time-domain spectroscopy
Q53630411Quantification of causal couplings via dynamical effects: a unifying perspective.
Q38656303Quantifying Gene Regulatory Relationships with Association Measures: A Comparative Study
Q86024966Quantifying causal coupling strength: a lag-specific measure for multivariate time series related to transfer entropy
Q34646255Quantifying the metabolic activities of human-associated microbial communities across multiple ecological scales
Q92374070Quantifying the relationship between food sharing practices and socio-ecological variables in small-scale societies: A cross-cultural multi-methodological approach
Q90860616Quantitative Measurement of Naïve T Cell Association With Dendritic Cells, FRCs, and Blood Vessels in Lymph Nodes
Q55424371Quantitative characterization of bovine serum albumin thin-films using terahertz spectroscopy and machine learning methods.
Q42608199R2-equitability is satisfiable
Q36906604RETRACTED ARTICLE: Increased Gut Redox and Depletion of Anaerobic and Methanogenic Prokaryotes in Severe Acute Malnutrition
Q38599041Radiomics strategies for risk assessment of tumour failure in head-and-neck cancer.
Q44359045Ranking viruses: measures of positional importance within networks define core viruses for rational polyvalent vaccine development.
Q37577865RapidMic: Rapid Computation of the Maximal Information Coefficient
Q64090222Rarity of microbial species: In search of reliable associations
Q33812762Reconstructing cell cycle pseudo time-series via single-cell transcriptome data
Q33774452Reconstruction of Complex Directional Networks with Group Lasso Nonlinear Conditional Granger Causality
Q97598332Refined nonuniform embedding for coupling detection in multivariate time series
Q35015689Removing environmental sources of variation to gain insight on symbionts vs. transient microbes in high and low microbial abundance sponges
Q42608126Reply to Murrell et al.: Noise matters
Q42837877Reply to Reshef et al.: Falsifiability or bust
Q93198503Research on Hybrid Feature Selection Method Based on Iterative Approximation Markov Blanket
Q35541062Resistant microbial cooccurrence patterns inferred by network topology
Q91307923Response of bacterial community in composition and function to the various DOM at river confluences in the urban area
Q91522127Response of soil bacterial and fungal community structure succession to earthworm addition for bioremediation of metolachlor
Q30943430Reverse Engineering of Genome-wide Gene Regulatory Networks from Gene Expression Data
Q27012931Reverse engineering and identification in systems biology: strategies, perspectives and challenges
Q37679239Reverse engineering cellular networks with information theoretic methods.
Q35146375Review on statistical methods for gene network reconstruction using expression data.
Q36499494Revisiting the concept of a symmetric index of agreement for continuous datasets.
Q62569150River bacterioplankton community responses to a high inflow event
Q37191699River organic matter shapes microbial communities in the sediment of the Rhône prodelta
Q68741614Robust PCA and MIC statistics of baryons in early minihaloes
Q91276841Route of immunization defines multiple mechanisms of vaccine-mediated protection against SIV
Q28604176Rural to Urban Population Density Scaling of Crime and Property Transactions in English and Welsh Parliamentary Constituencies
Q64168600Screening for linearly and nonlinearly related variables in predictive cheminformatic models
Q92976364Seasonal dynamics of bacterial communities in the surface seawater around subtropical Xiamen Island, China, as determined by 16S rRNA gene profiling
Q46304522Seasonal rather than spatial variability drives planktonic and benthic bacterial diversity in a microtidal lagoon and the adjacent open sea.
Q57210263Seasonal succession of small planktonic eukaryotes inhabiting surface waters of a coastal upwelling system
Q35601251Seasonal variations of marine protist community structure based on taxon-specific traits using the eastern English Channel as a model coastal system.
Q95847685Seaweed-coral competition in the field: effects on coral growth, photosynthesis and microbiomes require direct contact
Q33836622Selecting biologically informative genes in co-expression networks with a centrality score
Q35164075Selecting protein families for environmental features based on manifold regularization
Q88990003Sequential rank agreement methods for comparison of ranked lists
Q38671850Sexual addiction in drug addicts: The impact of drug of choice and poly-addiction
Q34438005Similar pathogen targets in Arabidopsis thaliana and homo sapiens protein networks
Q48775114Simultaneous EEG-fMRI: trial level spatio-temporal fusion for hierarchically reliable information discovery.
Q35996009Single-Cell Co-expression Analysis Reveals Distinct Functional Modules, Co-regulation Mechanisms and Clinical Outcomes
Q61775202Small Firm Adaptive Capability, Competitive Strategy, and Performance Outcomes: Competing Mediation vs. Moderation Perspectives
Q31002122Space Structure and Clustering of Categorical Data
Q31112292Spatial and temporal variability of aerobic anoxygenic photoheterotrophic bacteria along the east coast of Australia
Q62608029Spatial differentiation of urban wind and thermal environment in different grid sizes
Q33709558Spatial-temporal survey and occupancy-abundance modeling to predict bacterial community dynamics in the drinking water microbiome.
Q89217998Spatiotemporal distribution and national measurement of the global carbonate carbon sink
Q35108162Stability indicators in network reconstruction
Q59919103Statistical Mechanics and Information-Theoretic Perspectives on Complexity in the Earth System
Q90745515Steatosis and steatohepatitis found in adults after death due to non-burn trauma
Q56892902Stoichiometric Shifts in Soil C:N:P Promote Bacterial Taxa Dominance, Maintain Biodiversity, and Deconstruct Community Assemblages
Q36910578Stool-based biomarkers of interstitial cystitis/bladder pain syndrome
Q104480701Stream Microbial Community Structured by Trace Elements, Headwater Dispersal, and Large Reservoirs in Sub-Alpine and Urban Ecosystems
Q92186259Structural Entropy: Monitoring Correlation-Based Networks Over Time With Application To Financial Markets
Q92708986Structural equation modeling of a winnowed soil microbiome identifies how invasive plants re-structure microbial networks
Q36172073Subcellular protein expression models for microsatellite instability in colorectal adenocarcinoma tissue images
Q38288935Supervised, semi-supervised and unsupervised inference of gene regulatory networks.
Q40289868Support vector machine in crash prediction at the level of traffic analysis zones: Assessing the spatial proximity effects
Q57566341Symmetric rank covariances: a generalized framework for nonparametric measures of dependence
Q47110843Synaptic and peptidergic connectome of a neurosecretory center in the annelid brain.
Q37163181Synergistic combination of clinical and imaging features predicts abnormal imaging patterns of pulmonary infections
Q34873625Systematic identification of transcriptional and post-transcriptional regulations in human respiratory epithelial cells during influenza A virus infection
Q37682494Systems Genetics Approach Identifies Gene Pathways and Adamts2 as Drivers of Isoproterenol-Induced Cardiac Hypertrophy and Cardiomyopathy in Mice
Q37419437Systems analysis identifies miR-29b regulation of invasiveness in melanoma.
Q30863890Systems biology. Conditional density-based analysis of T cell signaling in single-cell data
Q91107426Systems-based approaches enable identification of gene targets which improve the flavour profile of low-ethanol wine yeast strains
Q52630976TGMI: an efficient algorithm for identifying pathway regulators through evaluation of triple-gene mutual interaction.
Q91748915TIGRNCRN: Trustful inference of gene regulatory network using clustering and refining the network
Q64013259Telling cause from effect by local and global regression
Q39783321Temporal and spatial constraints on community assembly during microbial colonization of wood in seawater
Q46632788Temporal variation in HIV-specific IgG subclass Abs during acute infection differentiates spontaneous controllers from chronic progressors.
Q64095161The Allocation of Valenced Percepts Onto 3D Space
Q93242334The Construction and Analysis of the Aberrant lncRNA-miRNA-mRNA Network in Adipose Tissue from Type 2 Diabetes Individuals with Obesity
Q104107072The Design of Global Correlation Quantifiers and Continuous Notions of Statistical Sufficiency
Q64990525The Distance Precision Matrix: computing networks from non-linear relationships.
Q38693827The Multiple Correspondence Analysis Method and Brain Functional Connectivity: Its Application to the Study of the Non-linear Relationships of Motor Cortex and Basal Ganglia
Q99708987The Rhodamine Isothiocyanate Analogue as a Quorum Sensing Inhibitor Has the Potential to Control Microbially-Induced Biofouling
Q56549086The SCUBA-2 cosmology legacy survey: multiwavelength counterparts to 10^3^ submillimeter galaxies in the UKIDSS-UDS field
Q41948691The effect of standard heat and filtration processing procedures on antimicrobial activity and hydrogen peroxide levels in honey
Q29614801The human microbiome: at the interface of health and disease
Q34365374The human microbiome: ecosystem resilience and health
Q37064798The human microbiome: from symbiosis to pathogenesis
Q68789822The impact of redshift on galaxy morphometric classification: case studies for SDSS, DES, LSST and HST with MORFOMETRYKA
Q56754963The imprint of plants on ecosystem functioning: A data-driven approach
Q56991808The randomized information coefficient: assessing dependencies in noisy data
Q41461989The relevance of network micro-structure for neural dynamics
Q58830795The role of weighted and topological network information to understand animal social networks: a null model approach
Q34562765The sequence structures of human microRNA molecules and their implications
Q36941212The skin microbiome: current perspectives and future challenges
Q39429303The social contact hypothesis under the assumption of endemic equilibrium: Elucidating the transmission potential of VZV in Europe
Q57863043Three-parameter-based streamflow elasticity model: application to MOPEX basins in the USA at annual and seasonal scales
Q38182069Time domain measures of inter-channel EEG correlations: a comparison of linear, nonparametric and nonlinear measures
Q93118309Time-Resolved Directional Brain-Heart Interplay Measurement Through Synthetic Data Generation Models
Q57534535Toward enhanced understanding and projections of climate extremes using physics-guided data mining techniques
Q57900282Towards Increasing the Error Handling Time Window in Large-Scale Distributed Systems Using Console and Resource Usage Logs
Q30580515Transcriptome data modeling for targeted plant metabolic engineering
Q34545591Transcriptome-wide variability in single embryonic development cells.
Q27077202Transforming Clinical Data into Actionable Prognosis Models: Machine-Learning Framework and Field-Deployable App to Predict Outcome of Ebola Patients
Q88680972Translational Research 2.0: a framework for accelerating collaborative discovery
Q34378848Translational bioinformatics embraces big data
Q28087516Traumatic brain injury detection using electrophysiological methods.
Q58448832Trends in a satellite-derived vegetation index and environmental variables in a restored brackish lagoon
Q48176356Trends in the Contribution of Emergency Departments to the Provision of Hospital-Associated Health Care in the USA.
Q35533224Two-stage genome-wide search for epistasis with implementation to Recombinant Inbred Lines (RIL) populations
Q28727765Ubiquitous geo-sensing for context-aware analysis: exploring relationships between environmental and human dynamics
Q45957045Uncertainty quantification and integration of machine learning techniques for predicting acid rock drainage chemistry: a probability bounds approach.
Q37354168Uncovering the functional constraints underlying the genomic organization of the odorant-binding protein genes.
Q57411872Understanding the spatio-temporal characteristics of Twitter data with geotagged and non-geotagged content: two case studies with the topic of flu and Ted (movie)
Q40558603Unsupervised Discovery of Subspace Trends
Q91935392Unsupervised identification of states from voltage recordings of neural networks
Q52374796Unveiling relationships between crime and property in England and Wales via density scale-adjusted metrics and network tools.
Q47694598Urban air quality, meteorology and traffic linkages: Evidence from a sixteen-day particulate matter pollution event in December 2015, Beijing
Q31115480Use of big data in drug development for precision medicine
Q26766432Using "Omics" and Integrated Multi-Omics Approaches to Guide Probiotic Selection to Mitigate Chytridiomycosis and Other Emerging Infectious Diseases
Q31138564Using Big Data to Discover Diagnostics and Therapeutics for Gastrointestinal and Liver Diseases
Q36223767Using Optimal Control to Disambiguate the Effect of Depression on Sensorimotor, Motivational and Goal-Setting Functions
Q93161712Using network science tools to identify novel diet patterns in prodromal dementia
Q45173096Validation of biomarkers for loin meat quality (M. longissimus) of pigs
Q64107262Variability in the Composition of Pacific Oyster Microbiomes Across Oyster Families Exhibiting Different Levels of Susceptibility to OsHV-1 μvar Disease
Q92106519Variability of the Ability of Complex Microbial Communities to Exclude Microbes Carrying Antibiotic Resistance Genes in Rabbits
Q107544342Variations in sustainable development goal interactions: Population, regional, and income disaggregation
Q57207779Variations of Bacterial Community Composition and Functions in an Estuary Reservoir during Spring and Summer Alternation
Q57579518Visual comfort is affected by urban colorscape tones in hazy weather
Q90724625Wearables and the Quantified Self: Systematic Benchmarking of Physiological Sensors
Q59280844World Squid Fisheries
Q36554412Xenobiotics shape the physiology and gene expression of the active human gut microbiome
Q59329726knnAUC: an open-source R package for detecting nonlinear dependence between one continuous variable and one binary variable
Q89766436manta: a Clustering Algorithm for Weighted Ecological Networks
Q38733209miRTarVis+: Web-based interactive visual analytics tool for microRNA target predictions.
Q56894332miRTarVis: an interactive visual analysis tool for microRNA-mRNA expression profile data
Q91880051mirTime: Identifying Condition-Specific Targets of MicroRNA in Time-series Transcript Data using Gaussian Process Model and Spherical Vector Clustering
Q94076961基于放射组学的胃肠道间质瘤分类模型

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