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Artificial Intelligence / AI (Data Mining (Clustering (k-Means, k-Medians,…
Artificial Intelligence / AI
Machine Learning
Bayesian
Naive Bayes
Averaged One-Dependence Estimators(ADDE)
Bayesian Belief Network(BBN)
Gaussian Naive Bayes
Multinomial Naive Bayes
Bayesian Network(BN)
Decision Tree
Classification and Regression Tree(CART)
Iterative Dichotomiser 3(ID3)
C4.5
C5.0
Chi-squared Automatic interaction Detection(CHAID)
Decision Stump
Conditional Decision Tress
M5
Dimensionality Reduction
Principal Component Analysis(PCA)
Partial Least Squares Regression(PLSR)
Sammon Mapping
Multidimensional Scaling(MDS)
Projection Pursuit
Principal Component Regression(PCR)
Partial Least Squares Discriminant Analysis
Mixture Discriminant Analysis(MDA)
Quadratic Discriminant Analysis(QDA)
Regularized Discriminant Analysis(RDA)
Flexible Discriminant Analysis(FDA)
Linear Discriminant Analysis(LDA)
Deep Learning
Deep Boltzmann Machine(DBN)
Deep Belief Networks(DBN)
Convolutional Neural Network (CNN)
Stacked Auto-Encoders
Recurrent neural network (RNN)
Reinforcement learning
Ensemble
Random Forest
Gradient Boosting Machines(GBM)
Boosting
Bootstrapped Aggregation(Bagging)
AdaBoost
Stacked Generalization(Blending)
Gradient Boosted Regression Trees(GBRT)
Instance Based
k-Nearest Neighbour(kNN)
Learning Vector Quantization(LVQ)
Self-Organizing Map(SQM)
Locally Weighted Learning(LWL)
Neural Networks
Perception
Back-Propagation
Hopfield Network
Radial Basis Function Network(RBFN)
Regularization
Ridge Regression
Least Absolute Shrinkage and Selection Operator(LASSO)
Elastic Net
Least Angle Regression(LARS)
Rule System
Cubist
One Rule(OneR)
Zero Rule(ZeroR)
Repeated Incremental Pruning to Produce Error Reduction(RIPPER)
Regression
Linear Regression
Ordinary Least Squares Regression(OLSR)
Stepwise Regression
Multivariate Adaptive Regression Splines(MARS)
Locally Estimated Scatterplot Smoothing(LOESS)
Logistic Regression
Natural language processing
Syntax
Lemmatization
Morphological segmentation
Part-of-speech tagging
Parsing
Sentence breaking
Stemming
Word segmentation
Terminology extraction
Semantics
Lexical semantics
Machine translation
Named entity recognition (NER)
Natural language generation
Natural language understanding
Optical character recognition (OCR)
Question answering
Recognizing Textual entailment
Relationship extraction
Sentiment analysis
Topic segmentation and recognition
Word sense disambiguation
Discourse
Automatic summarization
Coreference resolution
Discourse analysis
Speech
Speech recognition
Speech segmentation
Text-to-speech
Computer vision
Motion Analysis
Egomotion
Tracking
Optical flow
Recognition
Optical character recognition (OCR)
Content-based image retrieval
Pose estimation
2D Code reading
Facial recognition
Shape Recognition Technology (SRT)
Optical character recognition
Handwriting recognition
Scene Reconstruction
Image Restoration
System methods
Image-understanding Systems
Knowledge Reasoning / Knowledge Representation
Semantic Nets
System Architecture
Frames Rules
Ontologies
Automated Reasoning Engines
Inference Engines
Theorem Provers
Expert System
Planning
Domain Independent Planning
Planning Domain Modelling Languages
Probabilistic Planning
Preference-based Planning
Temporal Planning
Classical Planning
Chatbots
Data Mining
Text mining
Time series analysis
Agent mining
Anomaly/outlier/change detection
Association rule learning
Genetic algorithms
Intention mining
Sequence mining
Structured data analysis
Big data
Clustering
k-Means
k-Medians
Expectation Maximization
Hierarchical Clustering
DBSCAN
Grid-Clustering
Robotics
Human-robot interaction
Speech Recognition
Robotic Voice
Gestures
Facial Expression
Artificial Emotions
Personality
Social Intelligence
Behavior-based robotics
Cognitive
Cybernetics
Developmental robotics
Evolutionary robotics
Game artificial intelligence/ Computer game bot
Affective Computing