West-nile-virus
Guides
Aedes japonicus
Asian bush mosquito, Asian rock pool mosquito
Aedes japonicus is an invasive mosquito species native to East Asia, first described from Tokyo in 1901. It has established populations in North America, Europe, and Hawaii through human-mediated transport of eggs in used tires and containers. The species is a competent vector for West Nile virus, La Crosse virus, Japanese encephalitis virus, and St. Louis encephalitis virus, with experimental evidence for dengue and chikungunya viruses. Its cold-hardiness, ecological plasticity, and ability to exploit diverse container habitats contribute to its invasive success.
Aedes vexans
inland floodwater mosquito, tomguito
Aedes vexans is a cosmopolitan floodwater mosquito native to North America, Europe, Asia, and Africa, and is now established in Australia. It is frequently the most abundant mosquito species across much of its range, particularly in northern latitudes. Females are aggressive human biters active at dusk, while males feed exclusively on nectar. The species is a documented vector for multiple pathogens including dog heartworm, Tahyna virus, and West Nile virus, and has demonstrated laboratory competence for Zika virus transmission. Its eggs survive winter in dry flood-prone soils, hatching when inundated by rainfall.
Coquillettidia perturbans
Cattail Mosquito
Coquillettidia perturbans is a mosquito species with a broad intercontinental distribution spanning Africa, Asia, Australia, Europe, North America, and South America. It is a documented vector of Eastern equine encephalomyelitis virus and West Nile virus, with particular significance in disease ecology due to its ability to fly long distances and feed on large mammals including humans. The species exhibits a distinctive larval adaptation: specialized siphons that pierce aquatic plant aerenchyma to obtain oxygen, allowing larvae and pupae to remain submerged and avoid surface predators and insecticides.
Culex
typical mosquitoes
Culex is a diverse genus of mosquitoes comprising over 1,000 species across more than 20 subgenera. Several species serve as important disease vectors, transmitting arboviruses including West Nile virus, Japanese encephalitis, and St. Louis encephalitis, as well as filariasis and avian malaria. The genus occurs worldwide except for extreme northern temperate regions and is the most commonly encountered mosquito in many major U.S. cities. While most Culex species exhibit characteristic raft-forming egg-laying behavior, at least one species, Culex antillummagnorum, has been documented with unique aerial and "barrage" oviposition strategies.
Culex coronator
Culex coronator is a highly invasive Neotropical mosquito species first described from Trinidad and Tobago in 1906. It was first detected in the United States in Louisiana in 2004 and has since spread rapidly across the southeastern USA, now documented in 14 states and 386 counties. The species has been implicated as a potential vector of West Nile virus and other arboviruses, with laboratory studies confirming vector competence under certain temperature conditions. Its rapid expansion and adaptation to urban environments pose significant public health concerns.
Culex erraticus
Erratic Mosquito
Culex erraticus is a mosquito species in the family Culicidae, subgenus Melanoconion. It is a documented vector of eastern equine encephalitis virus (EEEV) and West Nile virus, with females exhibiting aggressive biting behavior toward birds, mammals, amphibians, and reptiles. The species shows distinctive seasonal host-shifting behavior, feeding primarily on ectothermic hosts during warmer months and shifting to endothermic hosts during cooler periods. It has been observed overwintering as adults in gopher tortoise burrows in Florida and in swamp habitats elsewhere.
Culex nigripalpus
Florida SLE mosquito
Culex nigripalpus, commonly known as the Florida SLE mosquito, is a medium-sized, dark-colored blood-feeding mosquito and a significant disease vector in subtropical regions. It serves as the primary enzootic vector of Saint Louis encephalitis (SLE) virus to wild birds and the primary epidemic vector to humans in Florida. The species has been demonstrated capable of transmitting West Nile virus, Eastern equine encephalitis virus, dog heartworm, and Avian malaria. Its habit of feeding on both birds and mammals gives it substantial potential for zoonotic transmission from birds to humans.
Culex pipiens
common house mosquito, northern house mosquito
Culex pipiens is a globally distributed mosquito species native to Africa, Asia, and Europe, now found in temperate regions worldwide except Antarctica. It is the type species for the genus Culex and one of the most common mosquitoes in human habitats in the northern hemisphere. The species includes two morphologically indistinguishable but ecologically distinct forms: C. p. form pipiens, which lives above ground and feeds primarily on birds, and C. p. form molestus, which lives underground and bites mammals including humans. Hybrids between these forms exhibit intermediate feeding behavior and are implicated as bridge vectors for West Nile virus transmission from birds to humans.
Culex quinquefasciatus
Southern House Mosquito
Culex quinquefasciatus, the southern house mosquito, is a medium-sized brown mosquito distributed throughout tropical and subtropical regions worldwide. It is a significant disease vector, transmitting pathogens including West Nile virus, St. Louis encephalitis virus, lymphatic filariasis (Wuchereria bancrofti), and potentially Zika virus. The species is taxonomically part of the Culex pipiens species complex and is one of the most abundant peridomestic mosquitoes globally. Its genome was sequenced in 2010, revealing 18,883 protein-coding genes.
Culex restuans
White-dotted Mosquito
Culex restuans is a medium-sized brown mosquito distributed across North America, Central America, and the Caribbean. It is a significant vector of West Nile virus and St. Louis encephalitis, serving as both an enzootic vector among birds and a potential bridge vector to mammals. Adults are occasionally called the 'white-dotted mosquito' due to two white dots sometimes present on the dorsal scutum, though these are not reliable identification characters. The species is frequently confused with Culex pipiens, requiring detailed morphological examination for accurate identification.
Culex stigmatosoma
Banded Foul Water Mosquito
Culex stigmatosoma is a mosquito species distributed across the southwestern United States and northern South America. Bloodmeal analysis from southern California populations reveals it feeds primarily on birds (71.3%) with opportunistic mammalian feeding (28.7%, including humans 1.4%). The species exhibits seasonal host-shifting behavior, increasing mammalian feeding in late summer and early fall. It is a confirmed vector of West Nile virus and considered a potential bridge vector between enzootic bird reservoirs and humans.
Culex tarsalis
Western Encephalitis Mosquito
Culex tarsalis is a mosquito species distributed across North America, with particular importance in the western United States as a vector of multiple arboviruses. The species is distinguished by black and white banding on the legs. It serves as the primary vector for West Nile virus in agricultural areas of California and transmits Saint Louis encephalitis virus, Western equine encephalitis virus, and avian malaria parasites. Some populations exhibit autogeny, the ability to produce eggs without blood feeding. The species has been the subject of extensive genetic research, with a reference genome published in 2020.
Ochlerotatus cantator
brown saltmarsh mosquito
Ochlerotatus cantator, commonly known as the brown saltmarsh mosquito, is a floodplain mosquito species native to eastern North America. It was reclassified from Aedes cantator to Ochlerotatus cantator following taxonomic revision of the genus. The species is particularly abundant in coastal and inland salt marsh habitats, where it serves as a significant nuisance biter and potential disease vector.
Stictocephala stimulea
Stictocephala stimulea is a treehopper species in the family Membracidae, first described by Van Duzee in 1914. Treehoppers in this genus are characterized by their enlarged, often ornate pronotum that extends over the body like a helmet or thorn. The specific epithet 'stimulea' suggests possible resemblance to or association with stinging organisms, though this refers to appearance rather than actual sting. Like other membracids, this species likely feeds on plant phloem sap using piercing-sucking mouthparts.
MembracidaetreehopperAuchenorrhynchaCicadomorphaStictocephalaCeresiniSmiliinaeHemipterasap-feederpronotumhelmetthorn-mimicryplant-feeding-insectphloem-feedercryptic-colorationcamouflageVan-Duzee-1914NearcticNorth-AmericaFloridaNorth-CarolinaSouth-Dakotaunderstudied-speciesdata-deficienttaxonomyentomologyinsectarthropodtrue-bugauchenorrhynchancicadomorphleafhopper-relativeplant-hopperornate-pronotumpronotal-extensiondorsal-helmetinsect-morphologyinsect-systematicsbiodiversitynatural-historyconservationinsect-ecologyinsect-behaviorinsect-developmentinsect-distributionbiogeographyspecies-descriptiontype-specimenoriginal-descriptionhistorical-taxonomymuseum-specimencollection-recordoccurrence-dataGBIFiNaturalistcitizen-scienceobservation-recordrange-mapdistribution-datageographic-rangeendemicnative-speciesregional-faunalocal-biodiversityhabitat-specificityhost-plantfeeding-guildphytophagousherbivoreplant-insect-interactioncoevolutionmimicrydefensecrypsisevolutionary-adaptationmorphological-adaptationexoskeleton-modificationstructural-colorationinsect-identificationfield-guidediagnostic-charactertaxonomic-keyspecies-complexcryptic-speciesmorphological-variationgeographic-variationphenotypic-plasticitylife-historyreproductionovipositionnymphinstarmetamorphosishemimetabolousincomplete-metamorphosispopulation-dynamicscommunity-ecologyfood-webtrophic-levelprimary-consumerecosystem-functionnutrient-cyclingenergy-flowbiological-controlpest-statusagricultural-relevanceforestryurban-ecologyinvasive-potentialclimate-changehabitat-lossconservation-statusdata-gapresearch-needtaxonomic-revisionphylogeneticsmolecular-systematicsDNA-barcodingintegrative-taxonomynatural-history-collectionspecimen-digitizationopen-dataFAIR-databiodiversity-informaticsbiological-databasetaxonomic-authoritynomenclaturezoological-nomenclatureInternational-Code-of-Zoological-Nomenclaturetype-localitytype-specimen-depositionauthor-citationoriginal-combinationcurrent-combinationsynonymyhomonymynomenclatural-acttaxonomic-historyclassification-systemphylogenetic-classificationevolutionary-relationshipsmonophylycladelineagestem-groupcrown-groupdivergence-timemolecular-clockfossil-recordpaleontologyextantextinctliving-fossilevolutionary-historybiogeographic-historydispersalvicariancerange-expansionrange-contractionrefugiumglacial-relictpostglacial-colonizationanthropogenic-impacthuman-disturbanceland-use-changeurbanizationagricultural-intensificationpesticide-usehabitat-fragmentationconnectivitycorridorprotected-areaconservation-planningsystematic-conservation-planningpriority-areahotspotendemic-areacenter-of-origincenter-of-diversityevolutionary-significant-unitmanagement-unitpopulationmetapopulationsource-sink-dynamicsdemographyvital-ratessurvivalfecunditygeneration-timepopulation-growth-ratecarrying-capacitydensity-dependenceregulationlimiting-factorenvironmental-stochasticitydemographic-stochasticitygenetic-stochasticityinbreeding-depressionoutbreeding-depressiongenetic-diversityheterozygosityallelic-richnesseffective-population-sizegenetic-driftgene-flowmigrationisolation-by-distanceisolation-by-resistancelandscape-geneticspopulation-genomicsphylogeographyhistorical-demographycoalescent-theoryapproximate-Bayesian-computationspecies-distribution-modelecological-niche-modelhabitat-suitabilitybioclimatic-envelopeclimate-envelopeniche-conservatismniche-evolutionrealized-nichefundamental-nichebiotic-interactioncompetitionpredationparasitismmutualismcommensalismamensalismfacilitationapparent-competitionindirect-interactiontrophic-cascadetop-down-controlbottom-up-controlmesopredator-releasekeystone-speciesecosystem-engineerfoundation-speciesdominant-speciescharacteristic-speciesindicator-speciesumbrella-speciesflagship-speciessurrogate-speciesfocal-speciestarget-speciespest-speciesinvasive-speciesnaturalized-speciesalien-speciesnon-native-speciesintroduced-speciescryptogenic-speciesrange-shiftpoleward-shiftelevational-shiftphenological-shifttemporal-mismatchtrophic-mismatchphenologyseasonalityvoltinismunivoltinebivoltinemultivoltinepartial-generationprolonged-diapauseaestivationhibernationoverwinteringoverwintering-strategycold-hardinessfreeze-tolerancefreeze-avoidancesupercoolingcryoprotectantthermal-biologythermoregulationbehavioral-thermoregulationmicroclimate-selectionhabitat-selectionoviposition-site-selectionhost-selectionmate-choicesexual-selectionsperm-competitioncryptic-female-choicereproductive-isolationprezygotic-isolationpostzygotic-isolationspeciationallopatric-speciationsympatric-speciationparapatric-speciationperipatric-speciationreinforcementhybridizationintrogressionhybrid-zoneclineecotonecontact-zonesecondary-contactexogenous-selectionendogenous-selectionecological-speciationmutation-order-speciationsexual-conflictsexual-dimorphismsexual-size-dimorphismsexual-dichromatismpolymorphismcolor-polymorphismmorphphasegregarious-phasesolitary-phasedensity-dependent-polyphenismreaction-normgenotype-environment-interactionplasticitycanalizationgenetic-assimilationacclimationacclimatizationhardeningstress-responseheat-shock-proteinoxidative-stresshypoxiadesiccationstarvationimmune-responseinnate-immunityhumoral-immunitycellular-immunityencapsulationnodulationphagocytosismelanizationantimicrobial-peptidephenoloxidaseprophenoloxidaselysozymedefensincecropindiptericinattacinimmune-geneimmune-pathwayToll-pathwayImd-pathwayJAK-STAT-pathwayNF-κBrelishdorsalimmune-memoryspecific-immunitytransgenerational-immune-priminggut-microbiomesymbiosisobligate-symbiontfacultative-symbiontprimary-symbiontsecondary-symbiontvertical-transmissionhorizontal-transmissionmixed-mode-transmissionnutritional-symbiosisdefensive-symbiosisdigestive-symbiosisdetoxificationmetabolismbiosynthesisvitamin-synthesisamino-acid-synthesissteroid-synthesiscuticle-synthesischitin-synthesismoltingecdysisecdysteroidjuvenile-hormoneinsulin-signalingTOR-signalingnutrient-sensingenergy-storagelipid-metabolismcarbohydrate-metabolismprotein-metabolismflight-metabolismrespirationtracheal-systemspiraclegas-exchangewater-balanceosmoregulationexcretionMalpighian-tubulehindgutrectumcryptonephridial-systemion-transportwater-reabsorptionnitrogenous-wasteuric-acidureaammoniadetoxification-enzymecytochrome-P450glutathione-S-transferasecarboxylesterasemixed-function-oxidaseresistanceinsecticide-resistanceacaricide-resistanceherbicide-resistanceantibiotic-resistanceresistance-managementresistance-evolutionresistance-mechanismtarget-site-resistancemetabolic-resistancebehavioral-resistancecuticular-resistanceresistance-alleleresistance-genefitness-costfitness-benefitpleiotropytrade-offlife-history-trade-offallocationresource-allocationenergy-allocationtime-allocationforagingoptimal-foragingcentral-place-foragingpatch-usemarginal-value-theorempredator-avoidanceantipredator-defensemasqueradeBatesian-mimicryMüllerian-mimicryautomimicryintraspecific-mimicryintersexual-mimicryaggressive-mimicrysocial-parasitismbrood-parasitismkleptoparasitismdefense-behaviorthanatosisdeath-feigningstartle-displaydeimatic-displayeyespotdeflection-markautotomyreflex-bleedingregurgitationdefensive-secretionvenomtoxinallomonekairomonesynomonesemiochemicalpheromonesex-pheromoneaggregation-pheromonealarm-pheromonetrail-pheromoneterritorial-pheromonerecognition-pheromonesignature-mixturecuticular-hydrocarbonvolatile-organic-compoundolfactiongustationmechanoreceptionthermoreceptionhygroreceptionphotoreceptionvisioncompound-eyeommatidiumrhabdomvisual-pigmentopsincolor-visionpolarization-visionmotion-detectionoptomotor-responsephototaxisphotoperiodismcircadian-rhythmbiological-clockentrainmentzeitgebercircannual-rhythmphotoperiodday-lengthcritical-day-lengthcritical-photoperioddiapause-inductiondiapause-terminationdiapause-maintenancediapause-developmentendocrine-controlneuroendocrinecorpus-allatumcorpus-cardiacumprothoracic-glandecdysiotropinecdysiostatinallatostatinallatotropinneuropeptidehormonehormone-receptorsignal-transductiongene-expressiontranscription-factorregulatory-genestructural-genegene-networkgene-regulatory-networkdevelopmental-geneHox-genehomeoboxsegment-polarity-genegap-genepair-rule-genematernal-effect-genezygotic-geneembryonic-developmentembryogenesiscleavageblastodermgastrulationsegmentationtagmosisappendage-developmentimaginal-discholometabolouscomplete-metamorphosislarvapupaadultapolysisteneralsclerotizationtanningcuticleexoskeletonepicuticleprocuticleexocuticleendocuticleresilinsclerotinchitinproteinlipidwaxcement-layerwax-layersurface-lipidwaterproofinganti-wettinganti-foulingself-cleaningstructural-colorpigmentary-coloromminpteridinecarotenoidmelaninpapiliochromeflavonoidanthocyaninbetalainiridescencephotonic-crystaldiffraction-gratingthin-film-interferencemultilayer-reflectorscatteringTyndall-scatteringRayleigh-scatteringMie-scatteringnon-iridescent-structural-colorbiochromebiofluorescencebioluminescenceluciferinluciferasephotoproteinbioluminescent-systemcounter-illuminationburglar-alarmlurecommunicationmate-recognitionpredator-deterrenceaposematismwarning-colorationhonest-signaldishonest-signalsignal-evolutionsignal-designreceiver-psychologysensory-biassensory-exploitationsensory-trapamplifierattenuatorsignal-efficacysignal-honestyhandicap-principleindex-signalconventional-signalassessment-signalterritorial-signaldominance-signalsubmissive-signalaggressive-signalcourtship-signalcopulatory-signalpostcopulatory-signalantagonistic-coevolutionchase-away-selectionsensory-drivereproductive-character-displacementgenetic-exchangeadmixturehybrid-fitnesshybrid-breakdownhybrid-vigorheterosisgenetic-loadmutational-meltdownfounder-effectbottleneckpopulation-expansioninvasion-geneticspropagule-pressureintroduction-effortestablishmentspreadlag-phaseexponential-growthlogistic-growthAllee-effectdemographic-Allee-effectcomponent-Allee-effectstrong-Allee-effectweak-Allee-effectcritical-population-sizeminimum-viable-populationextinction-riskpopulation-viability-analysisstochastic-modeldeterministic-modelindividual-based-modelagent-based-modelspatially-explicit-modelmetapopulation-modelsource-sink-modelintegrated-population-modelstate-space-modelhierarchical-modelBayesian-modelmachine-learningartificial-intelligencecomputer-visionimage-recognitionautomated-identificationdeep-learningneural-networkconvolutional-neural-networktransfer-learningdata-augmentationtraining-setvalidation-settest-setaccuracyprecisionrecallF1-scoreconfusion-matrixreceiver-operating-characteristicarea-under-curvemodel-selectionmodel-validationcross-validationbootstrappingpermutation-testnull-modelrandomization-testMonte-Carlo-simulationMarkov-chain-Monte-CarloGibbs-samplingMetropolis-Hastings-algorithmBayesian-inferenceprior-distributionposterior-distributionlikelihood-functionevidencemodel-comparisonBayes-factorinformation-criterionAkaike-information-criterioncorrected-AICBayesian-information-criteriondeviance-information-criterionWatanabe-Akaike-information-criterioncross-validation-information-criterionstackingmodel-averagingensemble-modelpredictionforecastingscenario-analysissensitivity-analysisuncertainty-analysispropagation-of-uncertaintyerror-budgetconfidence-intervalcredible-intervalprediction-intervaltolerance-intervalstatistical-powersample-sizeeffect-sizesignificance-testhypothesis-testingnull-hypothesisalternative-hypothesistype-I-errortype-II-errorfalse-positivefalse-negativemultiple-comparisonBonferroni-correctionfalse-discovery-rateq-valuep-valuesignificance-levelalpha-levelbeta-levelstatistical-testparametric-testnonparametric-testrobust-testexact-testasymptotic-testbootstrap-testjackkniferesamplingsubsamplingleave-one-outk-foldstratified-samplingbalanced-samplingimbalanced-dataclass-imbalanceoversamplingundersamplingsynthetic-minority-oversamplingSMOTEADASYNcost-sensitive-learningensemble-methodbaggingboostingrandom-forestgradient-boostingXGBoostLightGBMCatBoostsupport-vector-machinekernel-methodradial-basis-functionpolynomial-kernellinear-kernelsigmoid-kerneldecision-treeclassification-treeregression-treepruningcost-complexity-pruningminimum-description-lengthrule-based-classifierassociation-rulefrequent-patternapriori-algorithmFP-growthsequential-patterntemporal-patternspatial-patternspatiotemporal-patterntime-series-analysistrend-analysisseasonal-decompositionautoregressive-modelmoving-average-modelARIMASARIMAexponential-smoothingstate-space-modelKalman-filterparticle-filterhidden-Markov-modeldynamic-Bayesian-networkrecurrent-neural-networklong-short-term-memorygated-recurrent-unittransformerattention-mechanismself-attentionmulti-head-attentionencoderdecoderencoder-decoder-architecturesequence-to-sequence-modelgenerative-modelgenerative-adversarial-networkvariational-autoencodernormalizing-flowdiffusion-modelenergy-based-modelBoltzmann-machinerestricted-Boltzmann-machinedeep-belief-networkautoencoderdenoising-autoencodersparse-autoencodercontractive-autoencodervariational-inferenceexpectation-maximizationmaximum-likelihoodmaximum-a-posteriorimaximum-entropyOccam's-razorparsimonymodel-complexityoverfittingunderfittingbias-variance-tradeoffregularizationL1-regularizationL2-regularizationelastic-netdropoutearly-stoppingbatch-normalizationlayer-normalizationgroup-normalizationinstance-normalizationweight-decaymixupcutoutcutmixrandom-erasingautoaugmentfast-autoaugmentpopulation-based-augmentationneural-architecture-searchautomated-machine-learninghyperparameter-optimizationgrid-searchrandom-searchBayesian-optimizationsequential-model-based-optimizationmulti-fidelity-optimizationknowledge-distillationteacher-student-modelmodel-compressionquantizationknowledge-transferdomain-adaptationfew-shot-learningzero-shot-learningone-shot-learningmeta-learninglearning-to-learnmetric-learningsiamese-networktriplet-losscontrastive-learningself-supervised-learningunsupervised-learningsemi-supervised-learningweakly-supervised-learningactive-learningonline-learningincremental-learningcontinual-learninglifelong-learningcurriculum-learningmulti-task-learningmulti-modal-learningcross-modal-learningrepresentation-learningfeature-learningembedding-learningmanifold-learningdimensionality-reductionprincipal-component-analysist-SNEUMAPword-embeddingsentence-embeddingdocument-embeddingknowledge-graph-embeddinggraph-neural-networkgraph-convolutional-networkgraph-attention-networkmessage-passing-neural-networkrelational-graph-convolutional-networkinductive-learningtransductive-learninghomophilyheterophilygraph-isomorphismWeisfeiler-Lehman-testsubgraph-isomorphismgraph-matchingnetwork-alignmentnetwork-embeddingnode-embeddingedge-embeddinggraph-classificationnode-classificationlink-predictiongraph-generationgraph-synthesismolecular-generationde-novo-designinverse-designretrosynthesisreaction-predictionproperty-predictionquantitative-structure-activity-relationshipQSARquantitative-structure-property-relationshipQSPRmolecular-descriptorfingerprintMorgan-fingerprintextended-connectivity-fingerprintcircular-fingerprintatom-pair-fingerprinttopological-torsion-fingerprintpharmacophoreshape-similarityelectrostatic-similaritydockingscoring-functionbinding-affinity-predictionprotein-ligand-interactionprotein-protein-interactionprotein-structure-predictionAlphaFoldprotein-foldingcontact-predictiondistance-predictionangle-predictiontorsion-predictionsecondary-structure-predictiontertiary-structure-predictionquaternary-structure-predictionprotein-designprotein-engineeringdirected-evolutionrational-designcomputational-designde-novo-protein-designenzyme-designcatalytic-antibodyribozymeaptamerDNAzymesynthetic-biologygenetic-circuitmetabolic-engineeringmetabolic-flux-analysisflux-balance-analysisgenome-scale-metabolic-modeldynamic-metabolic-modelkinetic-modelingstoichiometric-modelingconstraint-based-modelingoptimizationlinear-programmingmixed-integer-linear-programmingquadratic-programmingnonlinear-programmingdynamic-programmingstochastic-programmingrobust-optimizationmulti-objective-optimizationPareto-optimalityevolutionary-algorithmgenetic-algorithmgenetic-programmingdifferential-evolutionparticle-swarm-optimizationant-colony-optimizationsimulated-annealingtabu-searchvariable-neighborhood-searchiterated-local-searchgreedy-randomized-adaptive-searchscatter-searchpath-relinkingmemetic-algorithmhyper-heuristicmetaheuristiclocal-searchneighborhood-searchhill-climbingrandom-walkrandomized-searchMonte-Carlo-tree-searchupper-confidence-boundThompson-samplingmulti-armed-banditcontextual-banditreinforcement-learningpolicy-gradientactor-criticQ-learningdeep-Q-networkpolicy-iterationvalue-iterationtemporal-difference-learningSARSAexpected-SARSAdouble-Q-learningdueling-Q-networkprioritized-experience-replaydistributed-reinforcement-learningimpalaA3Casynchronous-advantage-actor-criticPPOproximal-policy-optimizationTRPOtrust-region-policy-optimizationDDPGdeep-deterministic-policy-gradientTD3twin-delayed-deep-deterministic-policy-gradientSACsoft-actor-criticmodel-based-reinforcement-learningmodel-predictive-controlguided-policy-searchimitation-learninginverse-reinforcement-learningapprenticeship-learningbehavior-cloningdataset-aggregationDAggergenerative-adversarial-imitation-learningthird-person-imitation-learningone-shot-imitation-learningmeta-reinforcement-learninghierarchical-reinforcement-learningoptionskillsubgoalintrinsic-motivationcuriosity-driven-explorationempowermentinformation-gainprediction-errornovelty-seekingdiversity-seekingmulti-agent-reinforcement-learningmean-fieldfictitious-playcorrelated-equilibriumNash-equilibriumgame-theorymechanism-designauction-theoryincentive-designsocial-choice-theoryvoting-theoryfair-divisionmatching-theorymarket-designalgorithmic-game-theorycomputational-social-choicecomputational-complexityNP-completenessNP-hardnessapproximation-algorithmapproximation-ratioinapproximabilityfixed-parameter-tractabilityparameterized-complexitykernelizationtreewidthgraph-minorforbidden-minor-characterizationwell-quasi-orderingRobertson-Seymour-theoremgraph-structure-theorembidimensionality-theorymeta-theoremCourcelle's-theoremautomata-theoryfinite-automatonpushdown-automatonTuring-machinecomputabilitydecidabilityhalting-problemRice's-theoremGödel's-incompleteness-theoremslambda-calculuscombinatory-logictype-theoryproof-theorymodel-theoryset-theoryforcinglarge-cardinalaxiom-of-choicecontinuum-hypothesisindependence-resultconsistency-strengthreverse-mathematicsconstructive-mathematicsintuitionistic-logicmodal-logictemporal-logicepistemic-logicdeontic-logicdescription-logicontologyknowledge-representationsemantic-weblinked-dataRDFSPARQLOWLknowledge-graphentity-linkingrelation-extractionevent-extractioncoreference-resolutionnamed-entity-recognitionpart-of-speech-taggingdependency-parsingconstituency-parsingsemantic-parsingnatural-language-inferencetextual-entailmentnatural-language-generationmachine-translationsummarizationquestion-answeringdialogue-systemconversational-AIchatbotvirtual-assistantspeech-recognitionspeech-synthesisspeaker-recognitionemotion-recognitionsentiment-analysisopinion-miningaspect-based-sentiment-analysistarget-dependent-sentiment-analysisstance-detectionrumor-detectionfake-news-detectionfact-checkingclaim-verificationevidence-retrievalargument-miningpersuasion-detectiondeception-detectionpersonality-predictionmental-health-detectionsuicide-preventioncrisis-interventionsocial-media-miningnetwork-analysiscommunity-detectioninfluence-maximizationinformation-diffusioncascade-modelingepidemic-modelingSEIR-modelSIR-modelagent-based-epidemic-modelcompartmental-modelnetwork-epidemic-modelmetapopulation-epidemic-modelspatial-epidemic-modelstochastic-epidemic-modelbranching-processrenewal-equationgeneration-intervalserial-intervalincubation-periodlatent-periodinfectious-periodbasic-reproduction-numbereffective-reproduction-numberherd-immunity-thresholdvaccination-coveragevaccine-efficacyvaccine-effectivenessbreakthrough-infectionwaning-immunityimmune-escapevariant-of-concernvariant-of-interestvariant-under-monitoringphylogenetic-analysismolecular-clock-analysisphylodynamicsviral-evolutionantigenic-driftantigenic-shiftzoonotic-spilloverreservoir-hostintermediate-hostamplifying-hostdead-end-hostvector-borne-diseasemosquito-borne-diseasetick-borne-diseaseflea-borne-diseaselice-borne-diseasemidge-borne-diseasesandfly-borne-diseasetsetse-borne-diseaseblackfly-borne-diseasetriatomine-borne-diseasekissing-bugChagas-diseasetrypanosomiasisleishmaniasismalariadengueyellow-feverZika-viruschikungunyaWest-Nile-virusJapanese-encephalitistick-borne-encephalitisLyme-diseaseRocky-Mountain-spotted-feverehlichiosisanaplasmosisbabesiosistularemiaplaguemurine-typhusepidemic-typhusendemic-typhusscrub-typhusQ-fevertrench-feverbartonellosiscat-scratch-diseaserat-bite-feverleptospirosisbrucellosisanthraxmelioidosisglanderstularaemiafrancisellosiscoxiellosisrickettsiosisorientia-infectionehrlichiosisneoehrlichiosisneorickettsiosisanaplasmataceaerickettsiaceaecoxiellaceaebartonellaceaebrucellaceaefrancisellaceaepasteurellaceaelegionellaceaechlamydiaceaemycoplasmataceaeureaplasmataceaespiroplasmataceaeachaenoplasmataceaeentomoplasmataceaehaloplasmataceaetenericutesmollicutesbacteroidetesfusobacteriaspirochaetessynergistetesdeferribacteresthermotogaeaquificaecaldisericacaldithrixdeferrisomadesulfurobacteriumthermovibriothermocrinishydrogenobactersulfurihydrogenibiumpersephonellahydrogenobaculumhydrothermusthermothrixsulfuricurvumsulfurimonassulfurovumthiovulumthiomicrospirapseudomonasvibrioaeromonasphotobacteriumaliivibriogracilibacillushalobacillushalomonaschromohalobactercobetiasalinicolakushneriahalotaleahalovibriosalinivibriothioalkalivibriothiohalophilusectothiorhodospirahalorhodospirathiorhodospirahalochromatiumthioflavicoccusmarichromatiumthiocapsalamprocystisthiodictyonthiopediaamoebobacterthiocystischromatiumallo-chromatiumthermochromatiumrhabdochromatiumthiobacathiohalocapsahalocapsathiolamprovumthioplocathiomargaritabeggiatoamethylococcusmethylomonasmethylomicrobiummethylosinusmethylocystismethylocellamethylocapsamethylacidiphilumverrucomicrobiaplanctomyceteschlamydiaelentisphaeraekiritimatiellaeotacalditrichaeotafervidibacteria