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User:DomainMapper/Books/DataScience2017

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Data science
Analytics
Machine learning
Data mining
Natural language processing
Predictive analytics
Big data
R (programming language)
Decision tree
Data
Data analysis
Data visualization
Business intelligence
Statistical inference
Data warehouse
Statistical classification
Cluster analysis
Information retrieval
Pattern recognition
Unsupervised learning
Artificial neural network
Regression analysis
Supervised learning
Dimensionality reduction
Structured prediction
Anomaly detection
Support vector machine
Principal component analysis
Artificial intelligence
Multilinear subspace learning
Speech recognition
K-nearest neighbors algorithm
Time series
Hidden Markov model
Logistic regression
Linear regression
Dependent and independent variables
Information visualization
Geovisualization
Scientific visualization
Interactive visualization
Exploratory data analysis
Geographic information science
Geoinformatics
Biological data visualization
Crime mapping
Visual analytics
Data modeling
Text mining
Web mining
Cloud computing
Factor analysis
Matrix (mathematics)
Visualization (computer graphics)
Distributed computing
Computer cluster
Graph database
Mathematical optimization
Social network analysis
Business analytics
Embedded analytics
Prescriptive analytics
Datafication
Lambda architecture
Data literacy
Information literacy
Apache Hadoop
Oracle Data Integrator
Oracle NoSQL Database
Web analytics
Search engine optimization
Social media marketing
Search engine marketing
Open source
Web intelligence
Semantic Web
Personalization
NoSQL
Semantic query
Relational database
Classification
Computational linguistics
Correlation and dependence
Cross-validation (statistics)
D3.js
Processing (programming language)
Data wrangling
Deep learning
Feature engineering
Continuous and discrete variables
Feature (machine learning)
JavaScript
Programming language
K-means clustering
Lift (data mining)
Linear algebra
MATLAB
Mean absolute error
Mean squared error
Median
Mode (statistics)
Conceptual model (computer science)
Statistical model
Moving average
N-gram
Naive Bayes classifier
Normal distribution
Null hypothesis
Outlier
Overfitting
P-value
PageRank
Pandas (software)
Perceptron
Perl
Poisson distribution
Predictive modelling
Probability distribution
Python (programming language)
Java (programming language)
Quantile
Random forest
Reinforcement learning
Root-mean-square deviation
Ruby (programming language)
Scripting language
Shell (computing)
Spatiotemporal database
SPSS
SQL
Standard deviation
Standard score
Stata
Stratified sampling
Student's t-test
Tableau Software
UIMA
Variance
Vector space model
Vector space
Dashboard (business)
Correlation coefficient
Data aggregation
Data center
Data feed
Data virtualization
Data set
Linear discriminant analysis
Topic model
Data custodian
Data cleansing
De-identification
Clustered file system
Document-oriented database
Gamification
Apache HBase
Supercomputer
In-memory database
Internet of Things
Prediction
Dimension
Decision tree learning
Gradient boosting
Topology
Data quality
Data management
Information privacy
Database administrator
Records management
Meta-data management
Geometric data analysis
Multivariate statistics
Statistics
Bayesian network
Bayesian inference
Computational intelligence
Association rule learning
Feature learning
Online machine learning
Semi-supervised learning
Grammar induction
Relevance vector machine
Hierarchical clustering
BIRCH
Expectation–maximization algorithm
DBSCAN
T-distributed stochastic neighbor embedding
Non-negative matrix factorization
Independent component analysis
Canonical correlation
Conditional random field
Graphical model
Local outlier factor
Multilayer perceptron
Self-organizing map
Multidimensional scaling
Distance matrix
Ordination (statistics)
Coordinate system
Scatter plot
Taxonomy (general)
Generalized multidimensional scaling
Data dictionary
Database schema
XML schema
Document type definition
XML
Markup language
World Wide Web Consortium
Open standard
RSS
Atom (standard)
SOAP
XHTML
Unicode
Simple API for XML
Document Object Model
XSLT
XML data binding
PHP
.NET Framework
Scala (programming language)
ActionScript
Resource Description Framework
Web resource
Uniform Resource Locator
Uniform Resource Identifier
Namespace
Map projection
Vector graphics
Point (geometry)
Line (geometry)
Polygon
Image
Computer graphics
Global Positioning System
Post-processing
Real-time computing
Georeference
Environmental data
Social media
Open-source intelligence
Media intelligence
Digital library
User interface design
Open Database Connectivity
Spatial query
GeoSPARQL
Nearest neighbor search
Simple Features
Geoprocessing
Raster graphics
Point pattern analysis
Multiple-criteria decision analysis
Geospatial analysis
Gradient
Aspect (geography)
Visibility
Geospatial intelligence
Imagery intelligence
Remote sensing
Proximity analysis
Location intelligence
Spatial database
Online analytical processing
Sampling (statistics)
Geocoding
Geographic coordinate system
Geostatistics
Part-of-speech tagging
Sequence labeling
Parsing
Pattern matching
Extrapolation
Boundary problem (spatial analysis)
Ecological fallacy
Monte Carlo method
Cellular automaton
Agent-based model
SPARQL
MongoDB
Software license
Animated mapping
Thematic map
Google Maps
Web mapping
Satellite imagery
Route planning software
Application programming interface
ECMAScript
Node.js
Integrated development environment
Service-oriented architecture
Software as a service
Mashup (web application hybrid)
Social software
Internet
Graphical user interface
GitHub
Apache Subversion
Kaggle
Wisdom of the crowd
Regular expression
Data model
Multi-model database
Key-value database
Column (data store)
Triplestore
Raw data
Named-entity recognition
Information extraction
Knowledge extraction
Spatial analysis
Geographic information system
User interface
Euclidean distance
Levenshtein distance
Similarity measure
Semantic similarity
Ontology (information science)
Health informatics
Multivariate interpolation
Minimum spanning tree
Visual reasoning
Google Analytics
Interactivity
Force-directed graph drawing
Outline of natural language processing
Ontology learning
Latent semantic analysis
Stemming
Lemmatisation
MapReduce
OpenStack
Apache Solr
Full text search
Web search engine
Computational genomics
Bioinformatics
Causal inference
Forecasting
Autoregressive model
Apache Spark
Open-source software
Amazon Elastic Compute Cloud
Relational algebra
Information silo
Sentiment analysis
Web 2.0
Information science
Computer science
Database
Information explosion
American Statistical Association
Nate Silver
Business analyst
Software developer
The Data Incubator
Open-source model
List of statistical packages
Information design
Interactive data visualization
Descriptive statistics
Statistical graphics
Plot (graphics)
Infographic
Tamara Munzner
Ben Shneiderman
John Tukey
Edward Tufte
Fernanda Viégas
Line chart
Bar chart
Histogram
Box plot
Pareto chart
Pie chart
Area chart
Control chart
Run chart
Stem-and-leaf display
Cartogram
Small multiple
Sparkline
Table (information)
Information
Chartjunk
Visual perception
Misleading graph
PC game
Algorithm
Computer program
Data breach
Optical character recognition
Learning to rank
Computer vision
Email filtering
Computational statistics
Alan Turing
Transduction (machine learning)
Inductive bias
Developmental robotics
Robot learning
Density estimation
Natural language
Generalized linear model
Probability theory
ADALINE
Symbolic artificial intelligence
Expert system
Inductive logic programming
Connectionism
John Hopfield
David Rumelhart
Geoffrey Hinton
Backpropagation
Discovery (observation)
ECML PKDD
Computational learning theory
Theoretical computer science
Bias–variance tradeoff
Errors and residuals
Time complexity
Outline of machine learning
Biological neural network
Nonlinear system
Joint probability distribution
Graphics processing unit
Logic programming
Logical consequence
Functional programming
Inductive programming
Random variable
Conditional independence
Directed acyclic graph
Inference
Nonlinear dimensionality reduction
Neural coding
Similarity learning
Recommender system
Sparse dictionary learning
Strong NP-completeness
K-SVD
Noise reduction
Genetic algorithm
Heuristic (computer science)
Search algorithm
Mutation (genetic algorithm)
Crossover (genetic algorithm)
Chromosome (genetic algorithm)
Evolutionary algorithm
Rule-based machine learning
Learning classifier system
Artificial immune system
Piecewise
Affective computing
Brain–computer interface
Cheminformatics
Nucleic acid sequence
Computational anatomy
Outline of object recognition
Credit card fraud
General game playing
Internet fraud
Machine learning control
Machine perception
Diagnosis (artificial intelligence)
Linguistics
Marketing
Economics
Insurance
Natural language understanding
Metaheuristic
Online advertising
Robot locomotion
Sequential pattern mining
Software engineering
Handwriting recognition
Financial market
Structural health monitoring
Syntactic pattern recognition
User behavior analytics
Translation
Netflix Prize
Ensemble averaging (machine learning)
Test set
Bootstrapping
Sensitivity and specificity
False positive rate
False positives and false negatives
Receiver operating characteristic
Data collection
Text corpus
Machine ethics
Software suite
Microsoft Cognitive Toolkit
Deeplearning4j
Dlib
ELKI
GNU Octave
H2O (software)
Apache Mahout
Mallet (software project)
Mlpy
MLPACK (C library)
Massive Online Analysis
MXNet
ND4J (software)
Numenta
OpenAI
OpenNN
Orange (software)
Scikit-learn
Shogun (toolbox)
TensorFlow
Torch (machine learning)
Yooreeka
Weka (machine learning)
KNIME
RapidMiner
Amazon Web Services
Angoss
Ayasdi
IBM Data Science Experience
Google APIs
SPSS Modeler
KXEN Inc.
LIONsolver
Wolfram Mathematica
Microsoft Azure
Neural Designer
NeuroSolutions
Oracle Data Mining
RCASE
SAS (software)
SequenceL
Skymind
Splunk
Statistica
Journal of Machine Learning Research
Machine Learning (journal)
Neural Computation (journal)
Conference on Neural Information Processing Systems
International Conference on Machine Learning
Automated reasoning
Computational neuroscience
Ethics of artificial intelligence
Existential risk from artificial general intelligence
Explanation-based learning
Quantum machine learning
List of important publications in computer science
List of datasets for machine learning research
Machine learning in bioinformatics
Data pre-processing
Data dredging
Decision support system
Gregory Piatetsky-Shapiro
Usama Fayyad
Data Mining and Knowledge Discovery
Bayes' theorem
Cross Industry Standard Process for Data Mining
SEMMA
Data mart
Statistical noise
Missing data
Automatic summarization
Reproducibility
Statistical hypothesis testing
Association for Computing Machinery
SIGKDD
Conference on Information and Knowledge Management
List of computer science conferences
SIGMOD
VLDB
Java Data Mining
Predictive Model Markup Language
Clustering high-dimensional data
Examples of data mining
Total Information Awareness
ADVISE
Aggregate function
Personally identifiable information
International Safe Harbor Privacy Principles
Edward Snowden
Global surveillance disclosures (2013–present)
National Security Agency
Health Insurance Portability and Accountability Act
Database Directive
Google Book Search Settlement Agreement
Hargreaves Review of Intellectual Property and Growth
Limitations and exceptions to copyright
Copyright Directive
Open access
Fair use
Carrot2
Chemicalize
General Architecture for Text Engineering
Multi expression programming
Natural Language Toolkit
GNU Project
Lua (programming language)
Computational science
Clarabridge
Megaputer Intelligence
Microsoft Analysis Services
NetOwl
OpenText
PSeven
DATADVANCE
Qlucore
IBM
StatSoft
Tanagra (machine learning)
Vertica
Hewlett-Packard
Rexer's Annual Data Miner Survey
Forrester Research
Gartner
Agent mining
Ensemble learning
Behavior informatics
Automatic number plate recognition in the United Kingdom
Customer analytics
Educational data mining
Data integration
Data transformation
Electronic discovery
Information integration
International Journal of Data Warehousing and Mining
Intention mining
Structured data analysis (statistics)
Domain driven data mining
Drug discovery
Quantitative structure–activity relationship
Surveillance
Mass surveillance
Stellar Wind
Profiling (information science)
Psychometrics
Social media mining
Surveillance capitalism
Web scraping
Natural language generation
Formal language
Corpus linguistics
Virtual assistant (artificial intelligence)
Customer service
Dialog system
Symbol grounding problem
History of natural language processing
Turing test
Machine translation
Statistical machine translation
ALPAC
SHRDLU
Blocks world
ELIZA
Chatbot
PARRY
Racter
Jabberwacky
Moore's law
Value (mathematics)
Cache language model
World Wide Web
Morphology (linguistics)
Sentence boundary disambiguation
Text segmentation
Terminology extraction
Lexical semantics
Question answering
First-order logic
Computer
Closed-world assumption
Open-world assumption
Textual entailment
Relationship extraction
Word-sense disambiguation
Coreference
Discourse analysis
Speech segmentation
Speech synthesis
Automated essay scoring
Biomedical text mining
Compound term processing
Computer-assisted reviewing
Controlled natural language
Deep linguistic processing
Computer-assisted language learning
Foreign language writing aid
Language technology
Latent Dirichlet allocation
Native-language identification
Natural language programming
Natural language user interface
Query expansion
Semantic folding
Speech processing
Spoken dialog systems
Proofreading
Text simplification
Thought vector
Truecasing
Word2vec
Decision-making
Actuarial science
Financial services
Telecommunication
Retail
Travel
Health care
Child protection
Pharmaceutical industry
Credit score
Credit history
Loan
Trend analysis
Industrial Internet Consortium
Decision model
Customer relationship management
Touchpoint
Customer lifecycle management
Customer acquisition management
Cross-selling
Customer retention
Clinical decision support system
Business record
Customer satisfaction
Customer attrition
Cost per order
Cost per action
Financial transaction
Identity theft
Tax evasion
Internal Revenue Service
Heuristic
Fraud
Project risk management
Capital asset pricing model
Probabilistic risk assessment
Delphi method
Underwriting
Bankruptcy
Default (finance)
Blog
Radio-frequency identification
Wireless sensor network
Social network
Unstructured data
Ordinary least squares
Gauss–Markov theorem
Multinomial logistic regression
Probit
Binary number
Wald test
Likelihood-ratio test
Probit model
Logistic distribution
Odds ratio
Moving-average model
Box–Jenkins method
Autoregressive integrated moving average
Autoregressive conditional heteroskedasticity
Survival analysis
Kaplan–Meier estimator
Optimal discriminant analysis
Nonparametric statistics
Pruning (decision trees)
Multivariate adaptive regression splines
Smoothing spline
Basis function
Medical diagnosis
Stock market
Cognition
Conceptual model
Control theory
Finance
Cognitive psychology
Cognitive neuroscience
Medicine
Engineering
Physics
Conjugate gradient method
Radial basis function
Hopfield network
Sigmoid function
Feed forward (control)
Curse of dimensionality
Independent and identically distributed random variables
Geospatial predictive modeling
Alpine Data Labs
Alteryx
Actuate Corporation
Minitab
LabVIEW
Oracle Corporation
Pervasive Software
Predixion Software
Revolution Analytics
SAP HANA
Statgraphics
TIBCO Software
Prognostics
Gary King (political scientist)
Algorithmic trading
Computational sociology
Criminal Reduction Utilising Statistical History
Disease surveillance
Learning analytics
Odds algorithm
Predictive policing
Social media analytics
Data processing
Application software
Automatic identification and data capture
Computer data storage
Data sharing
Data transmission
Query language
E-Science
Business informatics
Urban informatics
Financial technology
Meteorology
Genomics
Connectomics
Internet of things
Mobile device
Digital camera
Exabyte
Relational database management system
John Mashey
Data acquisition
Data curation
Petabyte
Terabyte
Data fusion
Digital footprint
Nonlinear system identification
Cyber-physical system
Teradata
LexisNexis
Dialect (computing)
ECL (data-centric programming language)
LexisNexis Risk Solutions
HPCC
Quantcast File System
Google
MIKE2.0 methodology
Permutation
Complexity
List of file systems
Data lake
McKinsey & Company
A/B testing
Search-based application
Distributed database
Massively parallel
DARPA
Topological data analysis
Direct-attached storage
Solid-state drive
Storage area network
Network-attached storage
Software AG
Microsoft
SAP SE
Dell EMC
Dell
Utah Data Center
Data blending
Information and communication technologies for development
Productivity
Natural disaster
Technical analysis
Alternative data
Data journalism
Kevin Ashton
EBay
Amazon.com
Facebook
Business operations
Information technology
IT operations analytics
Systems management
Walmart
Large Hadron Collider
Square Kilometre Array
Sloan Digital Sky Survey
Large Synoptic Survey Telescope
NASA
23andMe
DNA database
Turbulence
Computational fluid dynamics
Moneyball (film)
Lawrence Berkeley National Laboratory
Framework Programmes for Research and Technological Development
Google Trends
Future Orientation Index
Critical data studies
Stationary process
Complex systems
Consumer privacy
Filter (software)
Extract, transform, load
Buzzword
Google Flu Trends
Google Translate
Multiple comparisons problem
Big Data Maturity Model
Big memory
Data defined storage
Data lineage
Data philanthropy
List of big data companies
Small data
List of GNU packages
Source code
C (programming language)
Fortran
GNU General Public License
Operating system
Command-line interface
Programming paradigm
Array programming
Procedural programming
Reflection (computer programming)
Type system
Common Lisp
S (programming language)
Scheme (programming language)
XLispStat
Julia (programming language)
Scope (computer science)
Graphics
Linearity
C
Object-oriented programming
LaTeX
Interpreted language
APL (programming language)
Data structure
Row and column vectors
Table (database)
List (abstract data type)
Subroutine
Class (computer programming)
Dynamic dispatch
Method (computer programming)
Object (computer science)
Generic function
Numerical linear algebra
Row- and column-major order
Bioconductor
Affymetrix
Complementary DNA
DNA sequencing
Lazy loading
UTF-8
Internationalization and localization
RStudio
R Tools for Visual Studio
Rattle GUI
R Commander
RKWard
Eclipse (software)
Emacs
Kate (text editor)
LyX
Notepad
WinEdt
F Sharp (programming language)
Renjin
Runtime system
The R Journal
Verification and validation
Oracle Linux
Oracle Exadata
Oracle Database
JMP (statistical software)
Pentaho
Spotfire
Symphony (software)
ArcGIS
Dundas Data Visualization
FiveThirtyEight
Syntax (programming languages)
Assignment (computer science)
Mandelbrot set
Complex number
Comparison of numerical analysis software
Comparison of statistical packages
List of numerical analysis software
Programming with Big Data in R
Rmetrics
Operations research
Utility
Probability
Diagram
Causal model
Flowchart
Influence diagram
Expected value
Expected utility hypothesis
Operations management
Conditional probability
Management science
Linearization
Time
Causality
White box (software engineering)
Behavior tree (artificial intelligence, robotics and control)
Boosting (machine learning)
Decision cycle
Decision list
Decision table
Decision tree model
Design rationale
DRAKON
Markov chain
Topological combinatorics
Truth table
Qualitative property
Quantity
Variable and attribute (research)
Scientific method
Share price
Crime statistics
Unemployment
Literacy
Measurement
Data reporting
Concept
Knowledge
Knowledge representation and reasoning
Code
Number
Character (computing)
Field research
In situ
Experimental data
Digital economy
Wisdom
Sign
Social services
Truth
Analog computer
Alphabet
Lisp (programming language)
Metadata
List of file formats
Data cable
Dark data
Data domain
Data element
Data farming
Data governance
Electronic data processing
Data publishing
Data remanence
Datasheet
Environmental data rescue
Open data
Research data archiving
Tensor
Serial ATA
Statistician
Information mapping
Business decision mapping
Educational psychology
Educational technology
Graphic communication
Visualization (graphics)
Mental model
Morphological analysis (problem-solving)
Visual language
Cladistics
Argument map
Cognitive map
Formal concept analysis
Concept map
Conceptual graph
Dendrogram
Graph drawing
Hyperbolic tree
Layered graph drawing
Mind map
Object-role modeling
Organizational chart
Radial tree
Semantic network
Timeline
Topic Maps
Wicked problem
Treemapping
Problem structuring methods
Olog
List of concept- and mind-mapping software
Entity–relationship model
Diagrammatic reasoning
Decision analysis
Information gain in decision trees
Secondary data
Computer memory
Data integrity
Categorical variable
List of fields of application of statistics
DuPont analysis
Type I and type II errors
Cognitive bias
Confirmation bias
Financial statement analysis
Numeracy
Data system
Common-method variance
Measuring instrument
Reliability (statistics)
Internal consistency
Randomization
Dropout (communications)
Response rate (survey)
Manipulation check
Propensity score matching
Bootstrapping (statistics)
Undertone series
Harmonic
Chaos theory
Bifurcation theory
Bonferroni correction
Sensitivity analysis
General linear model
Structural equation modeling
Item response theory
Analysis of variance
Analysis of covariance
Multivariate analysis of variance
DevInfo
Physics Analysis Workstation
ROOT
SciPy
Early case assessment
Digital signal processing
Computational physics
Censoring (statistics)
Fourier analysis
Multilinear principal component analysis
Multiway data analysis
Qualitative research
System identification
Test method
Wavelet
Visual communication
Visual system
Grounded theory
Martin M. Wattenberg
Project network
Spatialization
Streamgraph
Gantt chart
Heat map
Project planning
Information discovery
Industrial and organizational psychology
Change management
Graphic design
Interaction technique
Business analysis
Information architecture
Balanced scorecard
Data profiling
Interaction design
Software visualization
Charles Joseph Minard
John Snow
Otto Neurath
Florence Nightingale
William Playfair
Mike Bostock
Alberto Cairo
William S. Cleveland
George Furnas
Jeffrey Heer
Aaron Koblin
Manuel Lima
Hanspeter Pfister
Hans Rosling
Moritz Stefaner
Leland Wilkinson
Business information
Business reporting
Process mining
Complex event processing
Business performance management
Benchmarking
Business opportunity
Business
Strategic management
Market segmentation
Performance indicator
Pivot table
Dashboard
Information management
Competitive intelligence
Performance metric
Metrics Reference Model
Business process management
Business process modeling
Report
Executive information system
Collaboration
Collaborative software
Electronic data interchange
Knowledge management
Learning management system
Regulatory compliance
Scope creep
Business Intelligence Competency Center
Master data management
Operational data store
Referential integrity
Usability
Business process
Organizational culture
Web portal
Bank regulation
Semi-structured data
Column
Row (database)
Binary large object
Terminology
Green computing
Social networking service
Mobile business intelligence
Composite application
Multi-touch
Accounting intelligence
Analytic applications
Artificial intelligence marketing
Business Intelligence 2.0
Business process discovery
Business activity monitoring
Business service management
Comparison of OLAP Servers
Customer dynamics
Decision engineering
Enterprise planning system
Infonomics
Intelligent document
Integrated business planning
Meteorological intelligence
Operational intelligence
Management information system
Business intelligence software
Real-time business intelligence
Software analytics
Sales intelligence
Test and learn
Statistical population
Model selection
Confidence interval
Frequentist probability
Point estimation
Interval estimation
Credible interval
Parametric model
Semiparametric model
Hodges–Lehmann estimator
Simple random sample
Heteroscedasticity
Proportional hazards model
Statistical distance
Asymptotic theory (statistics)
Approximation theory
Empirical distribution function
Sample mean and covariance
Functional analysis
Metric space
Central limit theorem
Generalized method of moments
Generalized estimating equation
Econometrics
Biostatistics
Logarithmically concave function
Exponential family
Random assignment
Survey sampling
Exchangeable random variables
Covariate
Frequentist inference
Akaike information criterion
Decision theory
Minimum-variance unbiased estimator
Uniformly most powerful test
Loss function
Absolute value
Least squares
Estimator
Test statistic
Bayesian probability
Bayes factor
Coherence (statistics)
Optimal decision
Minimum description length
Information theory
Kolmogorov complexity
Claude Shannon
Shannon's source coding theorem
Maximum likelihood estimation
Maximum a posteriori estimation
Maximum entropy probability distribution
Coding theory
Computational complexity theory
Fiducial inference
Upper and lower probabilities
Confidence distribution
Haar measure
Group family
Statistical assumption
Estimation theory
Design of experiments
Algorithmic inference
Inductive reasoning
Informal inferential reasoning
Population proportion
Philosophy of statistics
Predictive inference
Upload
Operational system
Staging (data)
Star schema
Market research
Provenance
Online transaction processing
Legacy system
Dimension (data warehouse)
Third normal form
Transaction data
Database normalization
Hub and spokes architecture
Enterprise resource planning
Data redundancy
Data vault modeling
Codd's 12 rules
Column-oriented DBMS
Anchor modeling
Data scraping
Data warehouse appliance
Semantic warehousing
Snowflake schema
Slowly changing dimension
Data warehouse automation
Observation
Community (ecology)
Feature vector
Integer
Email
Real number
Metric (mathematics)
Ordinal data
Distance
Anti-spam techniques
Part of speech
Parse tree
Syntax
Probabilistic classification
Ronald Fisher
Multivariate normal distribution
Mahalanobis distance
Markov chain Monte Carlo
Binary classification
Multiclass classification
Independence (probability theory)
Binary data
Linear function
Linear combination
Dot product
Linear predictor function
Linear classifier
Discrete choice
Least squares support vector machine
Quadratic classifier
Variable kernel density estimation
Learning vector quantization
No free lunch in search and optimization
Precision and recall
Uncertainty coefficient
Accuracy and precision
Medical imaging
Video tracking
Drug development
Toxicogenomics
Biometrics
Taxonomy (biology)
Stochastic grammar
Document classification
Classification rule
Failure rate
Frequency domain
Time domain
Decomposition of time series
Linear trend estimation
Seasonal adjustment
Exponential smoothing
Cointegration
Structural break
Granger causality
Elliptical distribution
Cohen's kappa
Contingency table
Poisson regression
McNemar's test
Spectral density estimation
Vector autoregression
Autoregressive–moving-average model
Cross-correlation
Partial autocorrelation function
Autocorrelation
Breusch–Godfrey test
Durbin–Watson statistic
Ljung–Box test
Johansen test
Dickey–Fuller test
Accelerated failure time model
First-hitting-time model
Nelson–Aalen estimator
Log-rank test
Multi-objective optimization
Data compression
Image analysis
Numerical taxonomy
OPTICS algorithm
Biclustering
Clique (graph theory)
Graph (discrete mathematics)
List of algorithms
Single-linkage clustering
Complete-linkage clustering
UPGMA
NP-hardness
Lloyd's algorithm
Local optimum
K-medoids
K-medians clustering
K-means
Fuzzy clustering
Determining the number of clusters in a data set
Voronoi diagram
Deterministic algorithm
R-tree
Kernel density estimation
Mean shift
Canopy clustering algorithm
Correlation clustering
SUBCLU
Mutual information
Variation of information
Message passing
Statistical physics
Davies–Bouldin index
Centroid
Dunn index
Silhouette (clustering)
Gold standard (test)
Constrained clustering
Rand index
F1 score
Jaccard index
Sørensen–Dice coefficient
Fowlkes–Mallows index
Confusion matrix
Youden's J statistic
Markedness
Matthews correlation coefficient
Adjusted mutual information
Hopkins statistic
Multimodal distribution
HCS clustering algorithm
Expressed sequence tag
DNA annotation
DNA microarray
Genotype
Human genetic clustering
Sequence analysis
Survey methodology
Consumer
New product development
Positioning (marketing)
Customer
Flickr
Yippy
Software evolution
Image segmentation
Edge detection
Digital data
Mathematical chemistry
Topological index
Climatology
Balanced clustering
Conceptual clustering
Consensus clustering
Data stream clustering
Sequence clustering
Spectral clustering
Neighbourhood components analysis
Latent class model
Affinity propagation
Cluster-weighted modeling
Parallel coordinates
Information overload
Information retrieval applications
Full-text search
Relevance (information retrieval)
Vannevar Bush
As We May Think
Gerard Salton
Scalability
Standard Boolean model
Extended Boolean model
Fuzzy retrieval
Generalized vector space model
Topic-based vector space model
Binary Independence Model
Probabilistic relevance model
Okapi BM25
Uncertain inference
Language model
Divergence-from-randomness model
Ground truth
Positive and negative predictive values
Intersection (set theory)
Cardinality
Integral
Summation
Symmetric difference
Harmonic mean
Discounted cumulative gain
Mean reciprocal rank
Spearman's rank correlation coefficient
Hans Peter Luhn
Karen Spärck Jones
SMART Information Retrieval System
MEDLINE
J. C. R. Licklider
Ted Nelson
Hypertext
Nick Jardine
C. J. van Rijsbergen
Special Interest Group on Information Retrieval
Nicholas J. Belkin
Tim Berners-Lee
Text Retrieval Conference
Robert R. Korfhage
European Conference on Information Retrieval
International World Wide Web Conference
Adversarial information retrieval
Collaborative information seeking
Controlled vocabulary
Cross-language information retrieval
European Summer School in Information Retrieval
Human–computer information retrieval
Information Retrieval Facility
Multimedia information retrieval
Personal information management
Relevance feedback
Nearest centroid classifier
Search engine indexing
Social information seeking
Subject indexing
Temporal information retrieval
Tf–idf
XML retrieval
Animation
Cartography
Proprietary software
Computer-generated imagery
Educational animation
Dataflow
Hypothesis
Reason
Flow visualization
Molecular graphics
Isosurface
Volume rendering
Simulation
Sketch (drawing)
Object (image processing)
Narrative
Social group
Fact
Insight
Experience
Attitude (psychology)
Value (ethics)
Expectation (epistemic)
Point of view (philosophy)
Opinion
Picture dictionary
Visual dictionary
Computer-aided design
Technical drawing
Product lifecycle
Rapid prototyping
3D computer graphics
Communication
Idea
Two-dimensional space
Alphanumeric
Electronics
Information sign
Art
Web design
Conference on Computer Vision and Pattern Recognition
Occam's razor
Feature selection
Branch and bound
Power set
Optimization problem
Correctness (computer science)
Bayes error rate
Prior probability
Generative model
Discriminative model
Regularization (mathematics)
Posterior probability
Covariance matrix
Dirichlet distribution
Conjugate prior
Beta distribution
Computer-aided diagnosis
Gene expression programming
Mixture model
Kernel principal component analysis
Bootstrap aggregating
Mixture of experts
Markov random field
Kalman filter
Particle filter
Kriging
Maximum-entropy Markov model
Recurrent neural network
Adaptive resonance theory
Black box
List of numerical libraries
Neocognitron
Perception
Perceptual learning
Prior knowledge for pattern recognition
Template matching
Contextual image classification
Communication design
New media art
Computer programming
Benjamin Fry
C.E.B. Reas
Strong and weak typing
Cross-platform
GNU Lesser General Public License
Design By Numbers
Logo (programming language)
OpenGL
PostScript
Java class file
Inner class
Static variable
Data type
Floating-point arithmetic
Microcontroller
Arduino
Fritzing
Wiring (development platform)
Canvas element
Processing.js
Java (software platform)
Clojure
Cinder (programming library)
OpenFrameworks
JavaFX
Max (software)
Hebbian theory
Generative adversarial network
Latent variable model
Method of moments (statistics)
Blind signal separation
Singular value decomposition
Spike-timing-dependent plasticity
Automatic target recognition
Generative topographic map
Multivariate analysis
Radial basis function network
Labeled data
Artificial neuron
Weighting
Donald O. Hebb
Long-term potentiation
Unorganized machine
Exclusive or
Marvin Minsky
Cognitive model
James McClelland (psychologist)
Latent variable
Restricted Boltzmann machine
Rprop
YouTube
CMOS
Neuromorphic engineering
Molecular machine
Convolution
Analog signal
Directed graph
Glossary of graph theory terms
Activation function
Hyperbolic function
Softmax function
Rectifier (neural networks)
Vector (mathematics and physics)
Feedforward neural network
Path (graph theory)
Convex function
Dynamic programming
Chain rule
Differentiable function
Automatic differentiation
Stochastic gradient descent
Minimum bounding box
Extreme learning machine
Holographic associative memory
Gradient descent
Naive Bayes spam filtering
Markov decision process
Vehicle routing problem
Natural resource management
Game
Gradient-related
Broyden–Fletcher–Goldfarb–Shanno algorithm
Secant method
Levenberg–Marquardt algorithm
Simulated annealing
Particle swarm optimization
Andrey Kolmogorov
Long short-term memory
Vanishing gradient problem
Android (operating system)
Baidu
Context-sensitive language
Reservoir computing
Deep belief network
Function composition
Autoencoder
Cross entropy
Affine transformation
Robustness (computer science)
Convex optimization
Closed-form expression
Logistic function
Bilinear map
Bipartite graph
Probability mass function
Conditional probability distribution
Marginal distribution
Degrees of freedom
Hierarchical Dirichlet process
Log probability
Score (statistics)
Greedy algorithm
Convolutional neural network
Teuvo Kohonen
Sparse distributed memory
Hierarchical temporal memory
Content-addressable memory
Encoder
Binary decoder
Neural Turing machine
Instance-based learning
Nearest neighbor
Long-term memory
Random-access memory
Computer architecture
Processor register
Arithmetic logic unit
Pointer (computer programming)
Hyperparameter
Function approximation
Fitness approximation
Novelty detection
Robotics
Numerical control
Control engineering
Process control
Quantum chemistry
Facial recognition system
Email spam
Turing machine
Differentiable neural computer
Universal approximation theorem
Universal Turing machine
Hypercomputation
Eight queens puzzle
Travelling salesman problem
Integer factorization
Emergence
Von Neumann architecture
General-purpose computing on graphics processing units
Tensor processing unit
Types of artificial neural networks
20Q
Artificial life
BEAM robotics
Biocybernetics
Bio-inspired computing
Blue Brain Project
Catastrophic interference
Cerebellar model articulation controller
Cognitive architecture
Cognitive science
Connectionist expert system
Cultured neuronal network
Digital morphogenesis
Encog
Fuzzy logic
Genetic programming
Group method of data handling
In situ adaptive tabulation
Models of neural computation
Neuroevolution
Neural gas
Neural machine translation
Neural network software
Neuroscience
Optical neural network
Parallel constraint satisfaction processes
Spiking neural network
Systolic array
Tensor product network
Time delay neural network
Continuous function
Cumulative distribution function
Dropout (neural networks)
Generalization
ImageNet
Gabor filter
Google Voice Search
MNIST database
TIMIT
Google Brain
Andrew Ng
Acoustic model
Sparse matrix
Hyperparameter (machine learning)
Multi-task learning
Transfer learning
Waveform
Stephen Wolfram
Statistical parsing
Probabilistic context-free grammar
Virtual screening
Direct marketing
Customer lifetime value
RFM (customer value)
Gene ontology
Electronic health record
Transducer
Self-organization
Automatic image annotation
Vladimir Vapnik
DeepMind
AlphaGo
Blippar
Augmented reality
Watson (computer)
Deductive reasoning
Behavioral modernity
Commonsense reasoning
Production (computer science)
Gensim
Keras
Theano (software)
Applications of artificial intelligence
Boltzmann machine
Compressed sensing
Echo state network
List of artificial intelligence projects
Liquid state machine
Conditional expectation
Average
Function (mathematics)
Necessity and sufficiency
Correlation does not imply causation
Nonparametric regression
Simple linear regression
Polynomial regression
Multinomial probit
Ordered probit
Ordered logit
Multilevel model
Fixed effects model
Random effects model
Nonlinear regression
Semiparametric regression
Robust regression
Quantile regression
Isotonic regression
Least-angle regression
Local regression
Segmented regression
Principal component regression
Linear least squares (mathematics)
Partial least squares regression
Total least squares
Generalized least squares
Non-linear least squares
Non-negative least squares
Iteratively reweighted least squares
Tikhonov regularization
Least absolute deviations
Bayesian linear regression
Bayesian multivariate linear regression
Regression validation
Mean and predicted response
Goodness of fit
Regression toward the mean
Growth curve (statistics)
Francis Galton
Degrees of freedom (statistics)
Errors-in-variables models
Invertible matrix
Linear independence
Uncorrelated random variables
Diagonal matrix
Homoscedasticity
Modifiable areal unit problem
Efficiency (statistics)
Consistent estimator
Bias of an estimator
Residual sum of squares
Standard error
Statistical parameter
Regression diagnostic
Statistical significance
Coefficient of determination
F-test
Limited dependent variable
Censored regression model
Polychoric correlation
Negative binomial distribution
Heckman correction
Linear probability model
Interpolation
Curve fitting
Fraction of variance unexplained
Pearson correlation coefficient
Quasi-variance
Prediction interval
Signal processing
Stepwise regression
Studentized residual
Concept learning
Deterministic noise
Early stopping
Generalization error
Empirical risk minimization
Structural risk minimization
Norm (mathematics)
Active learning (machine learning)
Version space learning
Downward causation
Spamming
Database marketing
Proaftn
Statistical relational learning
Level of measurement
Ensembles of classifiers
Ripple-down rules
Probably approximately correct learning
Minimum message length
Learning automata
Case-based reasoning
Feature extraction
Combinatorial optimization
Eigenvalues and eigenvectors
Covariance
Kernel method
Isomap
Local tangent space alignment
Semidefinite programming
Semidefinite embedding
Diffusion map
Embedding
Locality-sensitive hashing
Random projection
Collective intelligence
Relevance
Long tail
Star (classification)
Cold start
Collaborative filtering
Implicit data collection
Item-item collaborative filtering
Preference elicitation
Similarity search
Social loafing
Collaborative search engine
Content discovery platform
Music Genome Project
Product finder
GroupLens Research
MovieLens
MinHash
Multifactor dimensionality reduction
Semantic mapping (statistics)
Sufficient dimension reduction
Data transformation (statistics)
Weighted correlation network analysis
CUR matrix approximation
Sammon mapping
Johnson–Lindenstrauss lemma
Structured support vector machine