AI Basics
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A
Activation FunctionActive Appearance ModelsAdaBoostAdversarial AttackAdversarial DefenseAdversarial Machine LearningAdversarial NetworksAdversarial PatchAdversarial TransferabilityAI EthicsAIOpsAmbient IntelligenceAnalogical ReasoningAnomaly DetectionAnt Colony OptimizationApproximate Bayesian ComputationArtificial General IntelligenceArtificial Immune SystemArtificial Immune SystemsArtificial Life SimulationArtificial Neural NetworkArtificial SuperintelligenceAssociate Memory NetworkAssociative Memory NetworkAssociative Rule LearningAsynchronous LearningAttention MechanismAttention-based ModelsAttentional BlinkAugmented IntelligenceAugmented RealityAutoencoderAutomated Machine LearningAutoML Meta-Learning
B
BackpropagationBackpropagation DecorrelationBackpropagation Through StructureBackpropagation Through TimeBag of WordsBaggingBatch NormalizationBayesian Deep LearningBayesian Deep Reinforcement LearningBayesian InferenceBayesian Information CriterionBayesian NetworkBayesian NetworksBayesian OptimizationBayesian ReasoningBehavior CloningBehavior TreesBias-variance tradeoffBidirectional Encoder Representations from TransformersBidirectional Long Short-Term MemoryBig DataBio-inspired ComputingBio-inspired Computing ModelsBoltzmann MachineBoostingBoosting AlgorithmsBoosting TechniquesBrain-Computer InterfaceBrain-inspired ComputingBroad Learning System
C
Capsule NetworkCapsule Neural NetworksCausal InferenceCharacter RecognitionClassificationClustering AnalysisCo-Active LearningCo-TrainingCognitive ArchitectureCognitive ComputingCollaborative FilteringCombinatorial OptimizationCommon Sense ReasoningCompositional Pattern-Producing Networks (CPPNs)Computational CreativityComputer VisionConcept DriftConcept LearningConstrained OptimizationContent-Based Recommender SystemsContextual BanditsContrastive DivergenceContrastive LearningConversational AgentsConvolutional AutoencoderConvolutional Encoder-Decoder NetworkConvolutional Long Short-Term MemoryConvolutional Long Short-Term Memory (ConvLSTM)Convolutional Neural GasConvolutional Neural NetworkConvolutional Recurrent Neural NetworkConvolutional Sparse AutoencoderConvolutional Sparse CodingCross entropy lossCrossoverCurriculum LearningCyber Physical SystemCyclical Learning Rate
D
Data miningData preprocessingData visualizationData warehousingDatabasesDecision support systemsDecision TreesDeep LearningDeliberative agentsDempster-Shafer theoryDenoising Diffusion Probabilistic ModelsDesign of experimentsDiagnosticsDifferential EvolutionDifferential privacyDigital librariesDigital signal processingDigital TwinsDimensionality reductionDirect search methodsDiscriminant analysisDistributed artificial intelligenceDistributed computingDistributed control systemsDistributed systemsDocument analysisDomain AdaptationDomain knowledgeDomain-specific languagesDynamic modelsDynamic programmingDynamic programming languages
E
Edge computingElastic net regularizationElastic searchEmotional intelligenceEmpirical analysisEmpirical Risk MinimizationEnd-to-end learningEnsemble LearningEntity resolutionEnvironmentsEpisodic memoryError analysisEstimation theoryEthical AIEvent-driven systemsEvolutionary AlgorithmsEvolutionary programmingEvolutionary strategiesExpectation-maximization algorithmExpert SystemsExplainabilityExplainable AIExploratory data analysisExponential smoothingExpression recognitionExtrapolation
F
Face recognitionFacial expression analysisFactor analysisFactorization machinesFairnessFault diagnosisFault toleranceFeature ExtractionFeature scalingFeature selectionFederated LearningFeedback controlFeedforward networksFeedforward neural networksFilteringFinite element methodsFinite state machinesForecastingFormal concept analysisFormal methodsFormal verificationForward and Backward ChainingFourier transformsFraud detectionFunctional magnetic resonance imagingFuzzy LogicFuzzy set theory
G
Game theoryGated recurrent unitsGaussian eliminationGaussian filtersGaussian mixture modelsGaussian processesGaussian processes regressionGeneral adversarial networksGeneralised additive modelsGeneralized additive modelsGeneralized linear modelsGenerative adversarial imitation learningGenerative modelsGenetic algorithmsGenetic programmingGeometric algorithmsGeospatial data analysisGesture recognitionGoal-oriented agentsGradient boostingGradient descentGradient-based optimizationGranger causalityGraph clusteringGraph databasesGraph theoryGraphical modelsGreedy algorithmsGroup decision makingGrouping
H
Handwritten Text RecognitionHardware Implementation of AIHarmonic Convolutional Neural NetworksHebbian LearningHeterogeneous Data IntegrationHeterogeneous NetworksHeuristic Search AlgorithmsHidden Markov ModelsHierarchical Reinforcement LearningHigh-Dimensional Data VisualizationHindsight Experience ReplayHolistic Data Quality ManagementHolographic Reduced RepresentationsHomomorphic EncryptionHuman Activity RecognitionHuman Emotion RecognitionHuman Pose EstimationHuman-In-The-Loop Machine LearningHuman-Like AIHybrid Deep LearningHybrid Intelligent SystemsHybrid Recommender SystemsHyperbolic Attention NetworksHyperbolic EmbeddingsHypernetworksHyperparameter OptimizationHyperspectral Imaging
I
Image CaptioningImage RecognitionImage SegmentationImage SynthesisImbalanced Data ClassificationImitation LearningIn-Memory ComputingIncremental ClusteringIncremental LearningIndependent Component AnalysisInductive Logic ProgrammingInference EngineInference in Bayesian NetworksInfluence MaximizationInformation ExtractionInstance-Based LearningIntelligent Control SystemsIntelligent Tutoring SystemsIntelligent User InterfacesIntention RecognitionInteractive Data VisualizationInteractive Machine LearningInterpretable Machine LearningIntrinsic MotivationIntuitive PhysicsInverse Reinforcement LearningIterative Deep Learning
J
J-MetricJaccard IndexJaccard SimilarityJADE AlgorithmJaro-Winkler DistanceJigsaw Puzzles SolvingJittered SamplingJoint Action LearningJoint Attention MechanismJoint Bayesian NetworkJoint Decision MakingJoint Discriminative and Generative ModelsJoint EmbeddingJoint Graphical ModelJoint Hyperparameter OptimizationJoint Image-Text EmbeddingsJoint Intent Detection and Slot FillingJoint Learning of Visual and Language RepresentationsJoint OptimizationJoint ReasoningJoint Representation LearningJoint TrainingJunction Tree AlgorithmJupyter NotebookJust-In-Time Query Processing
K
K-fold cross-validationK-nearest neighbors algorithmKalman filteringKernel density estimationKernel methodsKernel trickKey-frame-based action recognitionKey-frame-based video summarizationKeyframe extractionKeyphrase extractionKeyword spottingKinect sensor-based human activity recognitionKinematic modelingKnowledge discoveryKnowledge engineeringKnowledge extractionKnowledge graph alignmentKnowledge graph completionKnowledge graph constructionKnowledge graph embeddingKnowledge graph reasoningKnowledge graph visualizationKnowledge graphsKnowledge graphs for language understandingKnowledge representation and reasoningKnowledge transferKnowledge-based systemsKullback-Leibler divergence
L
Label propagationLanguage identificationLanguage modelingLanguage translationLarge margin classifiersLatent Dirichlet allocationLatent semantic analysisLayer-wise relevance propagationLearning from imbalanced datasetsLearning from noisy dataLearning to rankLexical analysisLinear algebraLinear discriminant analysisLinear dynamical systemsLinear programmingLinear regressionLinear-quadratic-Gaussian controLink analysisLink predictionLocal binary patternsLocal feature extractionLocality-sensitive hashingLogical inferenceLogical reasoningLogistic regressionLong short-term memory networksLow-rank matrix completionLow-rank matrix factorization
M
Machine learningMarkov decision processesMarkov Random FieldsMatrix factorizationMaximum likelihood estimationMean shiftMemory-based reasoningMeta-learningModel selectionModel-free reinforcement learningMonte Carlo methodsMulti-agent systemsMulti-armed banditsMulti-object trackingMulti-task learningMulticlass classificationMultilayer perceptronMultimodal fusionMultimodal generationMultimodal learningMultimodal recognitionMultimodal representation learningMultimodal retrievalMultimodal sentiment analysisMultiple-instance learningMultivariate regressionMultivariate time series forecastingMusic analysisMusic generationMusic recommendationMusic transcription
N
Naive BayesNatural Language Processing (NLP)Nearest NeighborNegative SamplingNetwork CompressionNetwork ScienceNetwork TopologyNetwork VisualizationNeural Architecture SearchNeural Collaborative FilteringNeural Differential EquationsNeural Machine TranslationNeural NetworksNeural Style TransferNeural Tangent KernelNeuroevolutionNeuromorphic ComputingNode EmbeddingNoise Reduction TechniquesNon-autoregressive modelsNon-negative Matrix FactorizationNon-parametric modelsNonlinear Dimensionality ReductionNonlinear RegressionNonparametric RegressionNormalizationNovelty DetectionNumerical MethodsNumerical Optimization
O
Object DetectionObject TrackingObjective FunctionsObservational LearningOff-policy LearningOne-shot LearningOnline Anomaly DetectionOnline Convex OptimizationOnline Meta-learningOnline Reinforcement LearningOnline Time Series AnalysisOnline Transfer LearningOntology LearningOpen Set RecognitionOpenAIOperator LearningOpinion MiningOptical Character Recognition (OCR)Optimal ControlOptimal StoppingOptimal TransportOptimization AlgorithmsOrdinal RegressionOrdinary Differential Equations (ODEs)OrthogonalizationOut-of-distribution DetectionOutlier DetectionOverfitting
P
Pairwise LearningPairwise RankingParity LearningPartial Least Squares RegressionPattern RecognitionPerceptron Learning AlgorithmPermutation InvariancePoint Cloud ProcessingPolicy Gradient MethodsPolicy SearchPooling LayersPositive-Definite KernelsPositive-Unlabeled LearningPre-trained ModelsPrecision and RecallPredictive AnalyticsPredictive MaintenancePredictive ModelingPreference ElicitationPreference LearningPrincipal Component Analysis (PCA)Privacy Preserving Data MiningPrivacy Preserving Machine LearningProbabilistic Graphical ModelsProbabilistic Matrix FactorizationProbabilistic ProgrammingProbabilistic Time Series ModelsPrompt EngineeringPrototype-based LearningProximal Policy Optimization (PPO)Pruning
Q
Q-LAMBDAQ-learningQ-matrix learningQoE-aware service selectionQoS-aware service selectionQuadratic programming for AIQuality control in AIQuality estimation of machine translationQuality evaluation of AI modelsQuality of AI-generated contentQuality of data for AIQuality-aware machine learningQuality-aware reinforcement learningQuantitative evaluation of AI systemsQuantization of neural networksQuantum artificial intelligenceQuantum computing for AIQuantum machine learningQuantum natural language processingQuantum neural networksQuantum variational autoencoderQuantum-inspired computingQuantum-inspired support vector machineQuasi-Newton methodsQuery expansionQuery optimizationQuery segmentationQuery-based learningQuestion answering
R
Random forestsRandom searchRandom walk modelsRanking algorithmsRanking evaluation metricsRBF neural networksRecommendation systemsRecommender systems in e-commerceRecommender systems in social networksRecurrent attention modelRecurrent neural networksRegression analysisRegression treesReinforcement learningReinforcement learning for gamesReinforcement learning in healthcareReinforcement learning with function approximationReinforcement learning with human feedbackRelevance feedbackRepresentation learningReservoir computingResidual networksResource allocation for AI systemsRNN Encoder-DecoderRobotic manipulationRobotic perceptionRobust machine learningRule miningRule-based systems
S
Saliency detectionScalable machine learningSelf-organizing mapsSelf-supervised learningSemantic segmentationSemi-supervised clusteringSemi-supervised learningSentiment analysisSequence labelingSequence-to-sequence learningSiamese neural networksSimulated annealingSocial network analysis with AISparse codingSpeech recognitionSpeech synthesisSpiking neural networksStatistical machine learningStatistical relational learningStochastic gradient descentStochastic optimizationStreaming learningStructured predictionStyle transferStyleGANSupport vector machinesSwarm intelligenceSwarm roboticsSynthetic data for privacy-preserving AISynthetic data generation
T
Tabular dataTag recommendationTaskonomyTemporal convolutional networksTemporal difference learningTensor decompositionTensor product networksTensorBoardTensorFlowText classificationText generationText miningTheanoTheorem provingThreshold-based modelsTime series analysisTime series forecastingTopic modelingTopological data analysisTraceabilityTrajectory planningTransfer entropyTransfer entropy estimationTransfer learningTransfer reinforcement learningTree-based modelsTriplet lossTsetlin machineTuring test
U
UMAPUncertainty estimationUncertainty quantificationUniversal adversarial perturbationsUniversal approximation theoremUniversal language model fine-tuningUniversal schemaUnsupervised anomaly detectionUnsupervised change detectionUnsupervised classificationUnsupervised clusteringUnsupervised deep learningUnsupervised dimensionality reductionUnsupervised domain adaptationUnsupervised feature extractionUnsupervised feature learningUnsupervised feature selectionUnsupervised learningUnsupervised machine translationUnsupervised segmentationUnsupervised sentiment analysisUnsupervised text classificationUser feedbackUser modelingUser modeling for personalizationUser preference modelingUser profilingUser-centered design
V
Value function approximationValue iterationValue-based reinforcement learningVapnik-Chervonenkis dimensionVariance minimizationVariance reductionVariance-based sensitivity analysisVariance-stabilizing transformationVariational autoencoderVariational dropoutVariational generative adversarial networkVariational inferenceVariational message passingVariational optimizationVariational policy gradientVariational recurrent neural networkVector autoregressionVector quantizationVector space modelsVGGNetVideo classificationVideo summarizationVideo understandingVisual attentionVisual question answeringViterbi algorithmVoice cloningVoice recognitionVoxel-based modeling
W
Wake word detectionWatson AIWavelet neural networkWeak AIWeakly supervised learningWeakly supervised object detectionWearable computingWeb personalizationWeighted linear regressionWeighted majority algorithmWeighted Random Early DetectionWhite-box AIWhole genome sequencingWhole-slide image analysisWide & Deep LearningWind energy predictionWindow-based neural networkWisdom of crowdsWord embeddingsWord sense disambiguationWord2VecWorkflow automationWorkflow management systemsWorld model
X
X-DBSCAN algorithmX-Means algorithmX-means clusteringX-means clustering algorithmX-means hybrid clusteringX-mode clusteringXAI decision makingXAI explainability methodsXAI feature importanceXAI interpretabilityXAI model selectionXAI model transparencyXAI visualization toolsXceptionXceptionNetXClustXCSF algorithmXgboostXGBoost regressionXNNXOR problem
Y
Y-axis calibrationY-chromosome haplogroup predictionYAGNIYandex data factoryYARNYawning detectionYawning detection using CNNYellow taxi dataYellowbrickYelp datasetYelp rating predictionYelp review analysisYelp review rating predictionYield analysisYield analysis for semiconductor manufacturingYield estimationYield optimizationYield predictionYield prediction modelingYield stress predictionYOLO (You Only Look Once)YOLOv3YOLOv4YottabyteYottabyte-scale data processingYoung modulatorYouthful offender predictionYouTube video classificationYule-Simpson paradox
Z
Z-curve analysisZ-order curveZ-Score normalizationZ-score standardizationZ-testZ-transformationZ3 SMT solverZenna convolutionZermelo-Fraenkel set theoryZero resource natural language processingZero-Knowledge ProofsZero-resource speech recognitionZero-shot action recognitionZero-shot entity linkingZero-shot image classificationZero-shot learningZero-shot machine translationZero-shot question answeringZero-shot relation extractionZero-shot segmentationZero-shot topic modelingZero-shot visual reasoningZeroth-order optimizationZeta function regularizationZiggurat algorithmZigzag encodingZipf's lawZone-based anomaly detectionZonotope