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Data analysis technique
Data augmentation is a statistical technique which allows maximum likelihood estimation from incomplete data. Data augmentation has important applications
Data_augmentation
Particular way of storing and organizing data in a computer
science, a data structure is a way to organize and store data that is usually chosen for efficient access to data. More precisely, a data structure is
Data_structure
Deep learning method
invertible data augmentations are found in the paper. SinGAN pushes data augmentation to the limit, by using only a single image as training data and performing
Generative adversarial network
Generative_adversarial_network
Correcting inaccurate computer records
extensive data augmentation algorithms. The essential job of this system is to find a balance between fixing dirty data and maintaining the data as close
Data_cleansing
Database of handwritten digits
Rosenblatt's perceptron principles. Some studies have used data augmentation to increase the training data set size and thereby performance. The systems in these
MNIST_database
Statistical sampling techniques
learning, where more synthetic data is generated for minority class examples that are harder to learn. Data augmentation in data analysis are techniques used
Oversampling and undersampling in data analysis
Oversampling_and_undersampling_in_data_analysis
Surgical procedure
Breast augmentation (also breast enlargement) is a plastic surgery procedure by which either a breast implant or a fat-graft implant is emplaced to the
Breast_augmentation
Method of improving a navigation system
GNSS augmentation is a method of improving the navigation system's attributes, such as precision, reliability, and availability, through the integration
GNSS_augmentation
objects such as vegetation. In ML training for classifying images, data augmentation is a common practice to avoid overfitting and increase the training
Machine learning in earth sciences
Machine_learning_in_earth_sciences
Staffing strategy using external workers to supplement internal teams
Staff augmentation is a contracting and staffing approach in which an organization temporarily increases its workforce capacity by contracting for individuals
Staff_augmentation
Failure of a generative model to generate diverse samples
synthesis (repetitive or near-identical images); data augmentation (limited diversity in synthetic data); scientific simulations (failure to explore all
Mode_collapse
Novel generative adversarial network
stands for "adaptive"), which uses invertible data augmentation. It also tunes the amount of data augmentation applied by starting at zero, and gradually
StyleGAN
Set of methods for supervised statistical learning
the SVM admits a Bayesian interpretation through the technique of data augmentation. In this approach the SVM is viewed as a graphical model (where the
Support_vector_machine
Manipulating raw data into a form that can be readily analysed
such as loading data or data ingestion, data fusion, data cleaning, data augmentation, and data delivery. The issues to be dealt with fall into two main
Data_preparation
Type of feedforward neural network
anti-aliasing before downsampling operations, spatial transformer networks, data augmentation, subsampling combined with pooling, and capsule neural networks. The
Convolutional_neural_network
Open source deep learning library
library provides a flexible and efficient framework for applying data augmentation techniques in computer vision workflows. Additional core contributors
Albumentations
Machine learning model for speech
data augmentation or regularization, except for the Large V2 model, which used SpecAugment, Stochastic Depth, and BPE Dropout. The training used data
Whisper (speech recognition system)
Whisper_(speech_recognition_system)
Topics referred to by the same term
software Data augmentation, technique to generate extra data for machine learning Augmentation (heraldry), heraldic modifications Augmentation (music)
Augment
Deep learning generative model to encode data representation
adversarial network Representation learning Sparse dictionary learning Data augmentation Backpropagation Kingma, Diederik P.; Welling, Max (2022-12-10). "Auto-Encoding
Variational_autoencoder
Processing of natural language by a computer
25 June 2024. Torabi, Mohhamadreza; Ghasemi, Fahimeh. "Integrating data augmentation and BERT-based deep learning for predicting alpha-glucosidase inhibitors
Natural_language_processing
Extremely large or complex datasets
for policy augmentation. Personalized diabetic treatments can be created through GlucoMe's big data solution. Examples of uses of big data in public services:
Big_data
Representation of a type of random process
Souza, Douglas Baptista de; Leao, Bruno Paes (26 October 2023). "Data Augmentation of Sensor Time Series using Time-varying Autoregressive Processes"
Autoregressive_model
Image-generating machine learning model
makes it potentially useful for data anonymization and data augmentation, in which the visual features of image data are changed and anonymized. The same
Stable_Diffusion
Influential 2012 deep convolutional neural network
three times during training, ending at 10−5. It used two forms of data augmentation, both computed on the fly on the CPU, thus "computationally free":
AlexNet
Sequence of data points over time
Souza, Douglas Baptista de; Leao, Bruno Paes (5 November 2024). "Data Augmentation of Multivariate Sensor Time Series using Autoregressive Models and
Time_series
Combining data from multiple sources
Data integration is the process of combining, sharing, or synchronizing data from multiple sources to provide users with a unified view. There are a wide
Data_integration
Phishing attack via telephony
Inbal; Aflalo, Eran; Permuter, Haim H. (June 2022). "A study on data augmentation in voice anti-spoofing". Speech Communication. 141: 56–67. arXiv:2110
Voice_phishing
Computer scientist
ICLR 2021), which introduced the DrQ method using simple image-based data augmentations to enable model-free RL algorithms like SAC and DQN to learn directly
Denis_Yarats
Type of cyber attack
Inbal; Aflalo, Eran; Permuter, Haim H. (June 2022). "A study on data augmentation in voice anti-spoofing". Speech Communication. 141: 56–67. arXiv:2110
Spoofing_attack
Family of computer vision models
Jonathon; Le, Quoc V. (2020). "Randaugment: Practical Automated Data Augmentation With a Reduced Search Space": 702–703. arXiv:1909.13719. {{cite journal}}:
EfficientNet
Content-based image retrieval
deployed in production environment, including image synthesis-based data augmentation for retrieval performance optimization and accuracy improvement. Microsoft
Reverse_image_search
Performance metric for success of an internet product
"Understanding repeat playing behavior in casual games using a Bayesian data augmentation approach". Quantitative Marketing and Economics. Lovell N (October
Active_users
Realistic artificially generated media
Inbal; Aflalo, Eran; Permuter, Haim H. (June 2022). "A study on data augmentation in voice anti-spoofing". Speech Communication. 141: 56–67. arXiv:2110
Deepfake
Use of satellite signals for navigation or geo-spatial positioning
Navigation Satellite System (IRNSS, also known as NavIC). A satellite-based augmentation system (SBAS) is a system that is designed to enhance the accuracy of
Satellite_navigation
Calculation of complex statistical distributions
image processing by Stuart Geman and Donald Geman (1984) and the data augmentation method by Martin A. Tanner and Wing Hung Wong (1987), its "revolution"
Markov_chain_Monte_Carlo
Manipulation of data before it is analyzed
Data preprocessing can refer to manipulation, filtration or augmentation of data before it is analyzed, and is often an important step in the data mining
Data_preprocessing
System that enhances the accuracy of GPS receivers
The Wide Area Augmentation System (WAAS) is an air navigation aid developed by the Federal Aviation Administration to augment the Global Positioning System
Wide_Area_Augmentation_System
Detecting small objects in digital images
and qualitative data for better training. Data augmentation is useful technique to generate more diverse data from an existing data set. These help to
Small_object_detection
Autonomous car program developed by Carnegie Mellon
early demonstration of representation learning, sensor fusion, and data augmentation. ALVINN was a 3-layer fully connected feedforward network trained
Navlab
Time series data technique
Bootstrapping (statistics) Data augmentation Jackknife resampling Synthetic data Kaefer, Paul E. (2015). Transforming Analogous Time Series Data to Improve Natural
Surrogate_data
Type of information retrieval using LLMs
the model's external knowledge base with the updated information" ("augmentation"). IBM states that "in the generative phase, the LLM draws from the augmented
Retrieval-augmented generation
Retrieval-augmented_generation
Statistic in regression analysis
Allen, D. M. (1974), "The Relationship Between Variable Selection and Data Augmentation and a Method for Prediction," Technometrics, 16, 125–127 Tarpey, Thaddeus
PRESS_statistic
Machine learning audio synthesizer
Datasets. Retrieved 2022-11-08. Ramires, António; Serra, Xavier (2019). "Data Augmentation for Instrument Classification Robust to Audio Effects". arXiv:1907
NSynth
Branch of machine learning
Complexity Analysis". Data Science for Transportation. 6 (3) 24. doi:10.1007/s42421-024-00109-x. hdl:20.500.11850/695425. "Data Augmentation - deeplearning.ai
Deep_learning
Audio signal processing operation
Juan Pablo (March 2017). "Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification". IEEE Signal Processing Letters
Dynamic_range_compression
Medical imaging software
training process. Image I/O, processing, and augmentation: domain-specific APIs are available to transform data into arrays and different dictionary formats
Medical_open_network_for_AI
Use of information technology to augment human intelligence
amplification (IA), also known as augmented intelligence or cognitive augmentation, refers to the use of information technology to enhance human cognitive
Intelligence_amplification
All-weather aircraft landing system
The local-area augmentation system (LAAS) is an all-weather aircraft landing system based on real-time differential correction of the GPS signal. Local
Local-area augmentation system
Local-area_augmentation_system
US Army augmented reality headset
The Integrated Visual Augmentation System (IVAS) is an augmented reality headset being developed by Anduril Industries and Microsoft for the United States
Integrated Visual Augmentation System
Integrated_Visual_Augmentation_System
Boeing's aircraft control system involved in fatal accidents
The Maneuvering Characteristics Augmentation System (MCAS) is a flight stabilizing feature developed by Boeing that became notorious for its role in two
Maneuvering Characteristics Augmentation System
Maneuvering_Characteristics_Augmentation_System
System to maintain vehicle trajectory in lieu of direct operator command
commonality with the software running on the four primary systems. A stability augmentation system (SAS) is another type of automatic flight control system; however
Autopilot
Use of artificial intelligence in the automation of electronic design
include creating strong data augmentation methods, generating realistic synthetic data, and building community platforms for sharing data securely and for benchmarking
AI-driven_design_automation
Overview of and topical guide to deep learning
squared error Regularization Dropout Early stopping Batch normalization Data augmentation Transfer learning Knowledge distillation Ensemble learning Curriculum
Outline_of_deep_learning
Japanese satellite based augmentation system
Satellite-based Augmentation Service (MSAS), formerly Multi-functional Satellite Augmentation System, is a Japanese satellite based augmentation system (SBAS)
Michibiki Satellite-based Augmentation Service
Michibiki_Satellite-based_Augmentation_Service
Winnipeg, Canada. Offered by Hemisphere, Atlas is a satellite-based augmentation system (SBAS) service whose correction signals are proprietary. Subscription
Hemisphere_GNSS
Method used in statistics, pattern recognition, and other fields
Discriminant Analysis (LDA) can help select more discriminative samples for data augmentation, improving classification performance. In biology, similar principles
Linear_discriminant_analysis
List of concepts in artificial intelligence
intelligence as a field. data augmentation Data augmentation in data analysis are techniques used to increase the amount of data. It helps reduce overfitting
Glossary of artificial intelligence
Glossary_of_artificial_intelligence
Machine learning model for vision processing
Uszkoreit, Jakob; Beyer, Lucas (June 18, 2021). "How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers". arXiv:2106.10270 [cs
Vision_transformer
Japanese regional navigation satellite system
a regional navigation satellite system (RNSS) and a satellite-based augmentation system (SBAS) developed by the Japanese government to enhance the United
Quasi-Zenith_Satellite_System
Approach to artificial intelligence emphasizing data quality and management
datasets, and lack of coverage in the data. Data-centric AI involves disciplined approach to data cleaning, augmentation, labeling, and governance that improves
Data-centric_AI
Internet-like structure connecting everyday physical objects
the "IoT is really about human augmentation. The applications are profoundly different when you have sensors and data driving the decision-making." Editorials
Internet_of_things
Indian national identification number
India based on their place of residence, biometrics and demographic data. The data is collected by the Unique Identification Authority of India (UIDAI)
Aadhaar
Voice clips generated by AI
in handling unknown spoofing attacks lies in the use of effective data augmentation strategies, which expose the model to a broader range of acoustic
Audio_deepfake
Kit API for enterprise consumers. Add new Screen Time Guard Kit and Data Augmentation Kit API. Update ArkWeb to Chromium 132 LTS Add new Float Ball feature
HarmonyOS_version_history
elements, gather data, or modify site components, all within an accessible, user-friendly framework. DOM Manipulation (JavaScript): Augmentation often relies
Augmented_browsing
US-based software and services company
Instead, it proposed using human analysts to explore data from many sources, called intelligence augmentation. In April 2010, Palantir announced a partnership
Palantir
Inference rules in database theory
{\displaystyle X\to XY} . Extensivity can replace augmentation as axiom in the sense that augmentation can be proved from extensivity together with the
Armstrong's_axioms
Type of spinal procedure
Vertebral augmentation, including vertebroplasty and kyphoplasty, refers to similar percutaneous spinal procedures in which bone cement is injected through
Vertebral_augmentation
Enhancement to the Global Positioning System providing improved accuracy
differential augmentation system. The correction data can be transmitted to the receiver via ground radio stations (Ground-Based Augmentation System (GBAS))
Differential_GPS
Predictive chemical model
CL]. Bjerrum, Esben Jannik (17 May 2017). "SMILES Enumeration as Data Augmentation for Neural Network Modeling of Molecules". arXiv:1703.07076 [cs.LG]
Quantitative structure–activity relationship
Quantitative_structure–activity_relationship
Application for data cleanup and data transformation
"Screencast: Google Refine 2.0 - Data Augmentation (3 of 3) - using Openstreetmap Nominatim for geocoding and Freebase for augmentation". YouTube. 19 July 2011
OpenRefine
Integration of software development and operations
fast feedback, swarm and solve problems stems from TPS. DevSecOps is an augmentation of DevOps to allow for security practices to be integrated into the DevOps
DevOps
Conclusion of the human pregnancy
an immediate effect on neonatal status as determined by Apgar scores. Augmentation is the process of stimulating the uterus to increase the intensity and
Childbirth
Prosthesis used to change the size, shape, and contour of a person's breast
cosmetically, to enlarge the appearance of the breast through breast augmentation surgery. Complications of implants may include breast pain, rashes, skin
Breast_implant
English academic (born 1964)
Face Recognition using 3D Data Augmentation and Transfer Learning. 16th International Conference on Machine Learning and Data Mining MLDM'2020. Amsterdam
Lyndon_Smith_(academic)
aspects".[citation needed] This presents a clear problem for the data augmentation motivation for BWS but not necessarily for BWS when used as a way
Best–worst_scaling
American defense technology company
single data-sharing infrastructure. On February 11, 2025, Anduril took over the development and production of Integrated Visual Augmentation System (IVAS)
Anduril_Industries
System that enhances the accuracy of GPS receivers
Geostationary Navigation Overlay Service (EGNOS) is a satellite-based augmentation system (SBAS) developed by the European Space Agency and Eurocontrol
European Geostationary Navigation Overlay Service
European_Geostationary_Navigation_Overlay_Service
Data missing or collected but not analysed
Dark data is data which is acquired through various computer network operations but not used in any manner to derive insights or for decision making. The
Dark_data
Form of 3D computer interaction merging the real world with virtual objects
of landing training in the simulator but with constant augmentation or without any augmentation. The first augmented reality system that integrated haptic
Augmented_reality
Chinese-American statistician and computational biologist
Award and Lectureship. "The Calculation of Posterior Distributions by Data Augmentation". Journal of the American Statistical Association. 82(398): 528-540
Wing_Hung_Wong
System developed by Google to increase fluency and accuracy in Google Translate
FixEd PoiNT". arXiv:2104.02233 [cs.LG]. "Data Augmentation | How to use Deep Learning when you have Limited Data". May 19, 2021. "Recent Advances in Google
Google Neural Machine Translation
Google_Neural_Machine_Translation
Single-aisle airliner family
Maneuvering Characteristics Augmentation System (MCAS), which activated erroneously due to faulty angle of attack sensor data. Investigations revealed that
Boeing_737_MAX
Dam in Padinjarathara, Wayanad, Kerala, India
shortages in seasonal dry periods. The dam is also known as Kuttiyadi Augmentation Main Earthen Dam. The dam has a height of 38.5 metres (126 ft) and length
Banasura_Sagar_Dam
Statistical models for network analysis
"Analysing exponential random graph (p-star) models with missing data using Bayesian data augmentation". Statistical Methodology. 7 (3): 366–384. doi:10.1016/j
Exponential family random graph models
Exponential_family_random_graph_models
Convex polyhedron with regular faces
is rotated such that different edges match up. The three operations—augmentation, diminution, and gyration—can be performed multiple times for certain
Johnson_solid
Measures of observational error
degree of cognitive augmentation. Bias–variance tradeoff in statistics and machine learning Accepted and experimental value Data quality Engineering tolerance
Accuracy_and_precision
2019–20 worldwide grounding of the Boeing 737 MAX
Boeing's request to remove references to a new Maneuvering Characteristics Augmentation System (MCAS) from the flight manual. In November 2018, after the Lion
Boeing_737_MAX_groundings
Items Notation Information Items Namespace Information Items Infoset augmentation or infoset modification refers to the process of modifying the infoset
XML_Information_Set
Erroneous AI-generated content
building a faithful dataset, cleaning data automatically, and information augmentation by augmenting the inputs with external information. Model and inference
Hallucination (artificial intelligence)
Hallucination_(artificial_intelligence)
Rocket-powered aircraft and spaceplane operated by the US Air Force and NASA
augment the center stick. In addition to pilot input, the X-15 stability augmentation system (SAS) sent inputs to the aerodynamic controls to help the pilot
North_American_X-15
Woman assigned male at birth
of breasts. Some also undergo feminizing surgeries, including breast augmentation, facial feminization, vocal feminization, and vaginoplasty. Relatively
Trans_woman
Markup language and file format
XSDs both have this ability; they can for instance provide the infoset augmentation facility and attribute defaults. RELAX NG and Schematron intentionally
XML
sometimes used off-label for other anxiety disorders, as antidepressant augmentation in depression, for hypoactive sexual desire disorder in women, antidepressant-induced
Buspirone
Russian satellite navigation augmentation system
Corrections and Monitoring (SDCM), is the satellite-based navigation augmentation system operated by Russia's Roscosmos space agency to augment the precision
System for Differential Corrections and Monitoring
System_for_Differential_Corrections_and_Monitoring
2018 aviation accident in the Java Sea
aircraft to nose down. That function, the Maneuvering Characteristics Augmentation System (MCAS), had been intentionally omitted by Boeing from aircraft
Lion_Air_Flight_610
British machine learning academic (born 1971)
Fuego to play.[circular reference] Antoniou A, Storkey A, Edwards H. Data augmentation generative adversarial networks. arXiv preprint arXiv:1711.04340.
Amos_Storkey
Separation between human breasts
things like brassières, falsies and corsetry, as well as surgical breast augmentation using saline or silicone implants and hormone therapy. Wearing necklaces
Cleavage_(breasts)
Murderer of multiple people
necessary to call in additional resources; the FBI defines this as Resource Augmentation. Within the structure of a task force, the addition of a resource should
Serial_killer
Machine learning paradigm
input, and the other is used to formulate the supervisory signal. This augmentation can involve introducing noise, cropping, rotation, or other transformations
Self-supervised_learning
DATA AUGMENTATION
DATA AUGMENTATION
Female
Hebrew
(דִּיתָה) Pet form of Hebrew Yehuwdiyth, DITA means "Jewess" or "praised." Compare with another form of Dita.
Male
Irish
Irish Gaelic name MAC DARA means "son of oak." This is the name of a patron saint and is still common in Ireland, especially in Connemara.
Female
Polish
 Variant spelling of Polish Dyta, DITA means "rich battle." Compare with another form of Dita.
Female
Finnish
 Short form of Finnish Katariina, KATA means "pure." Compare with other forms of Kata.
Male
Hebrew
Variant spelling of Hebrew Dathan, DATAN means "belonging to a fountain."
Female
Hebrew
(×“Ö¼Ö¸× Ö¸×”) Feminine form of Hebrew Dan, DANA means "judge." Compare with other forms of Dana.
Female
Hindi/Indian
(लता) Hindi name derived from a plant name, from the Sanskrit word lata, LATA means "creeper," in reference to a creeping plant.
Male
Turkish
Turkish name ATA means "ancestor."
Male
Hebrew
(דֶּרַע) Hebrew name DARA means "the arm." In the bible, this is the name of a son of Zerah. Compare with other forms of Dara.
Male
English
English surname transferred to unisex forename use, possibly DANA means "from Denmark."
Female
Hungarian
 Short form of Hungarian Katalin, KATA means "pure." Compare with other forms of Kata.
Female
English
 English surname transferred to unisex forename use, possibly DANA means "from Denmark." Compare with other forms of Dana.
Girl/Female
Hindu
A creeper
Female
Russian
 Short form of Russian Yekaterina, KATA means "pure." Compare with other forms of Kata.
Female
Finnish
Variant form of Finnish Aada, AATA means "noble."
Female
English
 Middle English name DARA means "brave, daring." Compare with another form of Dara.
Male
Iranian/Persian
 Short form of Persian Dârayavahush, DARA means "possesses a lot, wealthy." Compare with other forms of Dara.
Female
Polish
Short form of Polish Edyta, DYTA means "rich battle."
Male
Irish
 From Irish Gaelic Mac Dara, DARA means "son of oak." Compare with other forms of Dara.
Female
Slavic
 Short form of Slavic Bogdana, DANA means "gift from God." Compare with other forms of Dana.
DATA AUGMENTATION
DATA AUGMENTATION
Boy/Male
Muslim
Worthy of the glory (Allah)
Surname or Lastname
English
English : nickname for an unpredictable, wayward person, from Middle English gerysshe ‘wild’, ‘changeable’. Compare Geary.Possibly an altered spelling of German Gerisch, a variant of Giersch.
Boy/Male
Muslim
Fluent
Girl/Female
Christian, Greek, Indian, Swedish
Light
Female
English
Perhaps an English variant form of German Wanda or Italian Vanda, both VONDA means "a Wend; a wanderer," a term used to refer to migrant Slavs in the sixth century.Â
Surname or Lastname
English
English : habitational name from Seaford in East Sussex, named with Old English sǣ ‘sea’ + ford ‘ford’. Until the 16th century, the Ouse river flowed into the sea at this point.
Boy/Male
Tamil
Nivala morsel
Boy/Male
Hindu, Indian, Punjabi, Sikh
God of Grandeur
Boy/Male
Muslim
Type of palm tree
Boy/Male
Tamil
Sacred journey
DATA AUGMENTATION
DATA AUGMENTATION
DATA AUGMENTATION
DATA AUGMENTATION
DATA AUGMENTATION
a.
Being out of date; antiquated.
n.
Assigned end; conclusion.
p. pr. & vb. n.
of Date
imp. & p. p.
of Date
n.
The fruit of the date palm; also, the date palm itself.
a.
Without date; having no fixed time.
n.
A New Zealand forest tree (Metrosideros robusta), also, its hard dark red wood, used by the Maoris for paddles and war clubs.
n.
That addition to a writing, inscription, coin, etc., which specifies the time (as day, month, and year) when the writing or inscription was given, or executed, or made; as, the date of a letter, of a will, of a deed, of a coin. etc.
v. t.
To note the time of writing or executing; to express in an instrument the time of its execution; as, to date a letter, a bond, a deed, or a charter.
v. i.
To have beginning; to begin; to be dated or reckoned; -- with from.
n.
The point of time at which a transaction or event takes place, or is appointed to take place; a given point of time; epoch; as, the date of a battle.
n.
Death; decease; the date of one's death.
n. pl.
See Datum.
v. t.
To note or fix the time of, as of an event; to give the date of; as, to date the building of the pyramids.
n.
Prior date; a date antecedent to another which is the actual date.
n.
Given or assigned length of life; dyration.
a.
Erroneous in date; containing an anachronism.
v. t.
To date erroneously.
pl.
of Datum