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Hannah Ritchie : Hannah Ritchie (born 1993 in Falkirk) is a Scottish data scientist, senior researcher at the University of Oxford in the Oxford Martin School, and deputy editor at Our World in Data. Her work focuses on sustainability, in relation to climate change, energy, food and agriculture, biodiversity, air pollu... |
Hannah Ritchie : Hannah Ritchie trained in environmental science at the University of Edinburgh. She earned her undergraduate degree in environmental geoscience and a master's degree in carbon management. She remained in Scotland for her Ph.D., researching malnutrition and global food systems. She created a scalable fr... |
Hannah Ritchie : Ritchie started her career as a lecturer in sustainability at the University of Edinburgh. She developed teaching programs focused on sustainability. She left Edinburgh to start a research position at the University of Oxford, where she developed data visualizations to communicate information. Ritchie'... |
Hannah Ritchie : In 2022 Ritchie was named Scotland's Youth Climate Champion at the Holyrood Green Giant Awards in recognition of her contributions to the climate-change movement. In 2024, Ritchie was recognised for lifetime achievement with honorary fellowship of the Royal Statistical Society. |
David G. Robinson (data scientist) : David G. Robinson is a data scientist at the Heap analytics company. He is a co-author of the tidytext R (programming language) package and the O’Reilly book, Text Mining with R. Robinson has previously worked as a chief data scientist at DataCamp and as a data scientist at Stack Ov... |
David G. Robinson (data scientist) : Robinson graduated from Harvard University with a Bachelor of Arts degree in Statistics in 2010. He received a PhD in Quantitative and Computational Biology from Princeton University. |
David G. Robinson (data scientist) : Robinson previously worked at Flatiron Health, where he used data science in the fight against cancer on the Data Insights Engineering team. He has three courses on DataCamp published, which assist people with learning R and data science. He also co-authored Text Mining with R: A Ti... |
David G. Robinson (data scientist) : Robinson has numerous publications including, "Widespread changes in mRNA stability contribute to quiescence-specific gene expression patterns in a fibroblast model of quiescence", "broom: An R package for converting statistical analysis objects into tidy data frames", "A nested par... |
Monica Rogati : Monica Rogati is a data scientist, computer scientist and the former Vice President of Data of Jawbone. Before that, she was a senior data scientist at LinkedIn. |
Monica Rogati : Rogati was born in Romania, where she attended the Tudor Vianu National College of Computer Science. Rogati has a B.S. in Computer Science from the University of New Mexico, and an MS and PhD in Computer Science from Carnegie Mellon University. |
Monica Rogati : Rogati was Vice President of Data of Jawbone from 2013 to 2015. Previously, she was a senior data scientist at LinkedIn for five years, where she built the initial version of LinkedIn's job matching system and the first machine learning model for LinkedIn’s "People You May Know" feature. She is currentl... |
Monica Rogati : Rogati has been interviewed and featured by the New York Times, Recode, and others. In 2014, she was named a "Big Data All-Star" by Fortune and was named one of the "100 Most Creative People in Business" by Fast Company. In 2013, she was named an "Enterprise Superstar" by VentureBeat. |
Monica Rogati : Monica Rogati on LinkedIn |
Susanna-Assunta Sansone : Susanna-Assunta Sansone is a British-Italian data scientist who is professor of data readiness at the University of Oxford where she leads the data readiness group and serves as associate director of the Oxford e-Research Centre. Her research investigates techniques for improving the interoper... |
Susanna-Assunta Sansone : Sansone is from Italy. She was an undergraduate student at the University of Naples Federico II. She earned her bachelor's degree in molecular biology and a PhD in microbiology at Imperial College London, where she worked in St Mary's Hospital, London. Her thesis investigated the role of the c... |
Susanna-Assunta Sansone : After earning her doctorate, she moved to Microscience Ltd, where she characterised vaccine strains. In 2001, Sansone joined the European Bioinformatics Institute (EBI), part of the European Molecular Biology Laboratory (EMBL) where she worked in research data management. Sansone joined the Un... |
Suchi Saria : Suchi Saria is an Associate Professor of Machine Learning and Healthcare at Johns Hopkins University, where she uses big data to improve patient outcomes. She is a World Economic Forum Young Global Leader. From 2022 to 2023, she was an investment partner at AIX Ventures. AIX Ventures is a venture capital ... |
Suchi Saria : Saria is from Darjeeling. She earned her bachelor's degree at Mount Holyoke College. She was awarded a full scholarship from Microsoft. In 2004 she joined Stanford University as a Rambus Corporation Fellow. She earned her Master of Science and Doctor of Philosophy degrees at Stanford University, supervise... |
Suchi Saria : Saria believes that big data can be used to personalise healthcare. She is considered an expert in computational statistics and their applications to the real world. She uses Bayesian and probabilistic modelling. In 2014 Saria was funded by a $1.5 million Gordon and Betty Moore Foundation project that loo... |
Ervin Sejdic : Ervin Sejdic is North York General Hospital's Research Chair in Artificial Intelligence for Health Outcomes. He focuses on biomedical signal processing, gait analysis, swallowing difficulties, advanced information systems in medicine, rehabilitation engineering, assistive technologies and anticipatory me... |
Ervin Sejdic : Sejdic has received his Bachelor of Engineering Science in electrical and computer engineering from the University of Western Ontario in 2002. He continued to a graduate program in electrical and computer engineering at the same university while being advised by Professor Jin Jiang, where Sejdic obtained... |
Ervin Sejdic : Sejdic's early research revolved around signal processing, specifically the area of time–frequency analysis. In more recent years, he has focused on modeling of human functions such as swallowing and gait. Sejdic has also made contributions in computational medicine, implantable medical devices, and biom... |
Ervin Sejdic : 2018 University of Pittsburgh, Chancellor's Distinguished Research Award 2017 National Science Foundation CAREER Award 2013 Presidential Early Career Award for Scientists and Engineers 2010 Institute for Aging Research, Hebrew Senior Life, Melvin First Young Investigator's Award 2005 Natural Sciences and... |
Ervin Sejdic : "President Obama Honors Extraordinary Early-Career Scientists". whitehouse.gov. 2016-02-18. Retrieved April 9, 2017. "Obama awards four Pitt professors - The Pitt News". The Pitt News. 2016-02-21. Retrieved April 9, 2017. "Honoring Federally-Funded Scientists and Engineers at the Forefront of Research an... |
Roberta Sinatra : Roberta Sinatra is an Italian scientist and associate professor at the IT University of Copenhagen. She is known for her work in network science and conducts research on quantifying success in science. |
Roberta Sinatra : Sinatra received her undergraduate degree from the University of Catania in 2005. She received her M.Sc. in theoretical physics from the same university in 2007 and, in 2008, an M.Sc. (Eccellenza Specialistica) from the Scuola superiore di Catania. She went on to earn a Ph.D in physics from the Univer... |
Roberta Sinatra : Sinatra is known for her research on the social determinants of success, using large-scale data sets and methods from statistical physics, machine learning and network science. Her early work was on cooperation in games. She has subsequently quantified performance and success in scientific and creativ... |
Roberta Sinatra : Fortunato, Santo; Bergstrom, Carl T.; Börner, Katy; Evans, James A.; Helbing, Dirk; Milojević, Staša; Petersen, Alexander M.; Radicchi, Filippo; Sinatra, Roberta; Uzzi, Brian; Vespignani, Alessandro (March 2, 2018). "Science of science". Science. 359 (6379): eaao0185. doi:10.1126/science.aao0185. PMC ... |
Roberta Sinatra : In 2017 she was named a fellow of the Institute for Scientific Interchange. In 2020 Sinatra received a Junior Scientific Award from the Complex System Society, for "pioneer contributions to the science of science and success, having had an impact in multiple fields, from network science to computation... |
Roberta Sinatra : Roberta Sinatra publications indexed by Google Scholar Roberta Sinatra - Quantifying the biases of scientific success on YouTube, December 13, 2021 |
Samuel Sinyangwe : Samuel Sinyangwe (born May 12, 1990) is an American policy analyst and racial justice activist. Sinyangwe is a member of the Movement for Black Lives, the founder of Mapping Police Violence, a database of police killings in the United States and the Police Scorecard, a website with data on police use... |
Samuel Sinyangwe : Sinyangwe was born May 12, 1990, to a Tanzanian father and a European Jewish mother who met while studying at Cornell University. He grew up in the College Park neighborhood of Orlando, Florida and attended Winter Park High School in the International Baccalaureate program. He has discussed the influ... |
Samuel Sinyangwe : Sinyangwe started his career at PolicyLink with the Promise Neighborhoods Institute. As protests emerged in the wake of the 2014 shooting of Michael Brown in Ferguson, Missouri, he connected with Ferguson activists online. With DeRay Mckesson, Brittney Packnett and Johnetta Elzie, he began working to... |
Samuel Sinyangwe : In 2017, Sinyangwe was named to the Forbes 30 Under 30 list for law and policy. He was also a 2017 Echoing Green Black Male Achievement Fellow. |
Samuel Sinyangwe : Sinyangwe lives in New York City. |
Samuel Sinyangwe : "Cities That Reduced Arrests For Minor Offenses Also Saw Fewer Police Shootings". FiveThirtyEight. July 26, 2021. Retrieved 1 April 2022. "Stop Pretending the 'Ferguson Effect' is Real". Huffington Post. May 13, 2016. Retrieved 2 December 2016. "Giving the 'Ferguson effect' a new name won't make it t... |
Victoria Stodden : Victoria Stodden is a statistician, associate professor of information sciences, and affiliate professor of statistics at the University of Illinois at Urbana–Champaign. She earned a B.A. in economics from the University of Ottawa, an MS in economics from the University of British Columbia, and both ... |
Victoria Stodden : Stodden's work focuses on facilitating the reproducibility of research, specifically in computational sciences. She is the founder of "Reproducible Research Standard" and the website ResearchCompendia.org, which was announced in 2015 to enable public verification of research and methods but went defu... |
Victoria Stodden : Stodden is a co-chair for the National Science Foundation's Advisory Committee for CyberInfrastructure. She also serves on the Committee on Electronic Information and Communication of the International Mathematical Union and the Advisory Board for Project TIER (Teaching Integrity in Empirical Researc... |
Victoria Stodden : "Four Simple Recommendations to Encourage Best Practices in Research Software," Jiminez et al., F1000Research 2017, 6:876 (doi: 10.12688/f1000research.11407.1), June 13, 2017. "Fostering Integrity in Research" Committee Members, National Academies Report, April 11, 2017. Privacy, Big Data, and the Pu... |
Melissa Terras : Melissa Mhairi Terras (born 1975) is a British scholar of Digital Humanities. Since 2017, she has been Professor of Digital Cultural Heritage at the University of Edinburgh, and director of its Centre for Digital Scholarship. She previously taught at University College London, where she was Professor o... |
Melissa Terras : Terras was born in 1975 in Kirkcaldy, Scotland. She studied classical art history and English literature at the University of Glasgow. She was given the opportunity to hand in her dissertation as a website, and, after learning to code, did so in 1996. She graduated with an undergraduate Master of Arts ... |
Melissa Terras : In August 2003, Terras joined University College London (UCL) as a lecturer in electronic communication and publishing and was based in the School of Library, Archive, and Information Studies. In 2010, she was promoted to Reader in Electronic Communication. She co-founded the UCL Centre for Digital Hum... |
Melissa Terras : Terras, Melissa M. (2006). Image to interpretation: an intelligent system to aid historians in reading the Vindolanda texts. Oxford: Oxford University Press. ISBN 9780199204557. Terras, Melissa M. (2008). Digital images for the information professional. Aldershot, England: Ashgate. ISBN 9780754648604. ... |
Joy A. Thomas : Joy Aloysius Thomas (1 January 1963 – 28 September 2020) was an Indian-born American information theorist, author and a senior data scientist at Google. He was known for his contributions to information theory and was the co-author of Elements of Information Theory, a popular text book which he co-autho... |
Joy A. Thomas : Joy Thomas, born on January 1, 1963, in the south Indian state of Kerala, did his schooling at St Joseph's Boys' High School, Bangalore. He stood first in the IIT Joint Entrance Examination. After graduating from the Indian Institute of Technology, Madras, he migrated to the US where he continued his st... |
Joy A. Thomas : "US Patent – API specification generation (Patent # 10,747,505 issued August 18, 2020) – Justia Patents Search". patents.justia.com. Retrieved 5 October 2020. "US Patent – Automatically extracting profile feature attribute data from event data (Patent # 10,255,300 issued April 9, 2019) – Justia Patents ... |
Joy A. Thomas : "dblp: Joy A. Thomas". dblp.org. Retrieved 5 October 2020. "On Amazon". www.amazon.in. Retrieved 5 October 2020. "Joy Thomas's Tribute to Thomas Cover". ISL Stanford. YouTube. 10 July 2012. Retrieved 5 October 2020. |
Sherry Towers : Sherry Towers is an American and Canadian statistician and data scientist working as an independent consultant and an affiliate scholar with the Institute for Advanced Sustainability Studies in Potsdam, Germany following a seven year position as a faculty research associate at Arizona State University. ... |
Sherry Towers : Towers earned a B.Sc in Physics at Simon Fraser University in Burnaby, Canada. She then earned a PhD in Physics at Carleton University in 2000. Her doctoral dissertation, A Study of decays of the tau lepton with charged kaons, was supervised by Dean Karlen. In 2010, Towers earned an M.S. in Applied Stat... |
Sherry Towers : Towers worked as a research scientist at the State University of New York at Stony Brook, developing advanced machine learning techniques from 2000-2005. Following this position she started Towers Consulting LLC (2007) and worked as a postdoctoral research associate at Purdue University, modeling the sp... |
Sherry Towers : "Beyond Ebola: Lessons to mitigate future pandemics, 2015" "Contagion in mass killings and school shootings, 2015" "Estimate of the reproduction number of the 2015 Zika virus outbreak in Barranquilla, Colombia, and estimation of the relative role of sexual transmission, 2016" "Quantifying the relative e... |
Ben Warner : Ben Warner is a British data scientist. |
Ben Warner : Warner earned a PhD at University College London for research investigating single molecule spintronics. The research was supervised by Cyrus Hirjibehedin and was awarded the Marshall Stoneham prize. |
Ben Warner : Warner was a postdoctoral research fellow in quantum physics at the centre for nanotechnology at University College London. He left to join ASI Data Science (now Faculty), a company founded by his brother Marc Warner in 2014, where he is now a commercial principal. Warner was a key figure in the computer m... |
Amy Watt : Amy Watt (born December 16, 1997) is a Canadian-American former Paralympic athlete who mainly competed in the long jump in international level events. She was born missing her left arm just below the elbow due to amniotic band syndrome. Watt competed for the United States at the 2016 Paralympic Games in Rio ... |
Amy Watt : Watt holds United States and Canadian dual citizenship. She was born and raised in Palo Alto, California; and her father, Jeff, is from Canada. Watt competed at the 2015 Parapan American Games in Toronto, 2015 IPC World Championships in Doha, Qatar, and 2016 Summer Paralympics in Rio de Janeiro for the Unite... |
Amy Watt : Amy Watt at Team USA (archived) Amy Watt at the Canadian Paralympic Committee Amy Watt at the International Paralympic Committee |
Hadley Wickham : Hadley Alexander Wickham (born 14 October 1979) is a New Zealand statistician known for his work on open-source software for the R statistical programming environment. He is the chief scientist at Posit PBC and an adjunct professor of statistics at the University of Auckland, Stanford University, and R... |
Hadley Wickham : Wickham was born in Hamilton, New Zealand. He received a Bachelors degree in Human Biology and a master's degree in statistics at the University of Auckland in 1999–2004 and his PhD at Iowa State University in 2008 supervised by Di Cook and Heike Hofmann. He is the chief scientist at Posit PBC (formerl... |
Hadley Wickham : Wickham's sister Charlotte Wickham is also a statistician. |
Hadley Wickham : Wickham's publications include: Wickham, Hadley; Grolemund, Garrett (2017). R for Data Science : Import, Tidy, Transform, Visualize, and Model Data. Sebastopol, CA: O'Reilly Media. ISBN 978-1491910399. OCLC 968213225. Wickham, Hadley (2015). R Packages. Sebastopol, CA: O'Reilly Media, Inc. ISBN 978-149... |
Hadley Wickham : On the web Bluesky Twitter/X GitHub Interviews Interview Archived 2023-02-01 at the Wayback Machine by Datascience.LA at UseR! 2014 Interview by Yixuan Qiu (2013) Interview by Models are Talks and presentations Speaker Hadley Wickham Strata 2014 - O'Reilly Conferences, February 11 - 13, 2014, Santa Cla... |
Wong Ho-wa : Wong Ho-wa (Chinese: 黃浩華; Jyutping: Wong4 Hou6 Waa4, also known as Howa Wong) is a Hong Kong data scientist and pro-democracy activist. He led the open government data community g0vhk from 2016 to 2021. He was an Election Committee member representing the information technology (IT) industry from 2016 to 2... |
Wong Ho-wa : Wong grew up in North District, Hong Kong and lived in a public housing estate. He attended Tung Wah Group of Hospitals Kap Yan Directors' College and Saint Francis of Assisi's College, and was a three-time medallist in the Hong Kong Olympiad in Informatics. His personal interest in democratic activism beg... |
Wong Ho-wa : In 2016, Wong founded g0vhk on the model of g0v Taiwan, a technology advocacy group for open government data. He led the creation of a g0vhk open political data platform collating attendance, speech, and voting records of incumbent Hong Kong legislative councillors, and information about candidates in the ... |
Wong Ho-wa : In July 2020, Charles Mok, the incumbent Information Technology functional constituency representative in Hong Kong Legislative Council (LegCo), announced that he would not seek re-election. In an interview, Mok said that he had been searching for a "Plan B" candidate in preparation for possible widespread... |
Wong Ho-wa : GitHub: howawong g0vhk Wong Ho Wa 2020 official website |
Shirley Wu : Shirley Wu is a data scientist specialized in data art and data visualizations. She is a freelancer based out of San Francisco, California. With Nadieh Bremer, Wu is the author of Data Sketches. |
Shirley Wu : Shirley Wu graduated from Newbury Park High School in Newbury Park, California in 2008. Wu received her Business Administration degree at the University of California, Berkeley in 2012. In Fall 2021, she began a master's degree at the New York University Tisch School of the Arts's Interactive Telecommunica... |
Shirley Wu : In 2012, Wu worked as a software engineer at Splunk. Wu then worked as a software engineer on a frontend team at Illumio in 2015. Since 2016, Wu has freelanced as a data visualization contractor and consultant. Wu writes, teaches, and speaks at conferences about her data art and visualization expertise, as... |
Shirley Wu : Data Sketches (2021), coauthored with Nadieh Bremer, is a collection of 24 data visualizations. An Interactive Visualization of Every Line in Hamilton, The Pudding (part of the Data Sketches series). An interactive data visualization of the dialogue in the musical Hamilton. Explore Adventure, Google News L... |
Shirley Wu : Best Data Visualization – North American Digital Media Awards (2018) for "Bussed Out: How America Moves its Homeless". Silver in Features – Malofiej 26 (2018) for "Bussed Out: How America Moves its Homeless". Bronze in Art, Entertainment & Pop Culture – Information is Beautiful Awards (2017) for "An Intera... |
Christopher Wylie : Christopher Wylie (born 19 June 1989) is a British-Canadian data consultant. He is noted as the whistleblower who released a cache of documents to The Guardian he obtained while he worked at Cambridge Analytica. This prompted the Facebook–Cambridge Analytica data scandal, which triggered multiple go... |
Christopher Wylie : Wylie was born to parents Kevin Wylie and Joan Carruthers, both physicians. He was raised in Victoria, British Columbia. As a child he was diagnosed with dyslexia and ADHD. After being abused at the age of 6 at the British Columbia Ministry of Education, which the school had tried to conceal, he sue... |
Christopher Wylie : Wylie has repeatedly denied having had any involvement in the 2016 United Kingdom European Union referendum, describing himself as "A Eurosceptic, but I wouldn’t call myself a Brexiteer", and pointing to his having been abroad at the time of the referendum. He has conceded that most of the key perso... |
Christopher Wylie : In March 2018, Wylie released a cache of documents to The Guardian centered around Cambridge Analytica's alleged unauthorized possession of personal private data from up to 87 million Facebook user accounts, which was obtained for the purpose of creating targeted digital advertising campaigns. The c... |
Christopher Wylie : Wylie is self-described as gay and vegan. He lives in London, England. Wylie became a British citizen on 24 January 2024. |
Christopher Wylie : Sophie Zhang Frances Haugen Brittany Kaiser |
Christopher Wylie : Christopher Wylie on Twitter Video interview with The Guardian, published 17 March 2018 |
Yihui Xie : Yihui Xie (谢益辉) is a Chinese software developer who previously worked for Posit PBC. He is the principal author of the open-source software package Knitr for data analysis in the R programming language, and has also written the book Dynamic Documents with R and knitr. |
Yihui Xie : Xie is a native of Yichang, Hubei, China. Xie received a Bachelor of Economics in 2006 and a Master of Economics in 2009, both in statistics and from the Renmin University of China. He received a Doctor of Philosophy in statistics from Iowa State University in 2013. His doctoral advisors at Iowa State Unive... |
Yihui Xie : Yihui Xie created the animation package in R which allows animation in graphics through R. He then authored the knitr package which makes reproducible research available from R. Between 2013 and 2023, he has been working with RStudio, the makers of an Integrated development environment (IDE) for the R progr... |
Takeharu Yamanaka : Takeharu Yamanaka (山中 竹春, Yamanaka Takeharu, born 27 September 1972) is a Japanese politician and current mayor of Yokohama, the capital of Kanagawa Prefecture. He defeated incumbent mayor Fumiko Hayashi in the 2021 Yokohama mayoral election. His independent campaign was supported by the Constitutio... |
Nathan Yau : Nathan Yau is an American statistician and data visualization expert. |
Nathan Yau : Nathan Chun-Yin Yau grew up in Fresno, California. He received a Bachelor of Science in electrical engineering and computer science from the University of California, Berkeley. He graduated in 2007 with a Master of Science and in 2013 with a PhD in statistics from the University of California, Los Angeles.... |
Nathan Yau : Yau is known for his blog FlowingData in which he publishes writing and tutorials on information design and analytics, as well as visualizations and data science-related projects created by other professionals. He is the author of books "Visualize This: The FlowingData Guide to Design, Visualization, and S... |
Nathan Yau : Yau, Nathan (2011). Visualize This (First ed.). John Wiley and Sons. ISBN 9780470944882. OCLC 729943780. Yau, Nathan (2013). Data points : visualization that means something (First ed.). John Wiley and Sons. ISBN 9781118462195. OCLC 871319880. == References == |
Oliver Zahn : Oliver Zahn is US/German theoretical astrophysicist, data scientist, and entrepreneur, best known for developing algorithms for astrophysical data analysis and widely cited discoveries of phenomena in the history of the Universe. He is also known for his more recent work as founder and CEO of Climax Foods... |
Oliver Zahn : Zahn was born in Munich and studied physics and philosophy at Ludwig Maximilian University of Munich, doing his Diploma thesis in theoretical astrophysics jointly at Max Planck Institute for Astrophysics and New York University, graduating summa cum laude. He went on to do his dissertation work in cosmolo... |
Sophie Zhang (whistleblower) : Sophie Zhang is an American data scientist and whistleblower who formerly worked at the Facebook Site Integrity fake engagement team, created to deal with bot accounts, often controlled by authoritarian governments' entities. From 2018 to 2020, while investigating those fake engagements, ... |
Sophie Zhang (whistleblower) : Zhang worked at Facebook for two years as a data scientist until September 2020. She was in the "Fake Engagement" team, a sub-division of the "Spam team" assigned to look for abuses of the platform. Zhang investigated “fake engagement” such as inauthentic likes, comments, shares, and reac... |
Sophie Zhang (whistleblower) : Zhang is a transgender woman; she said she was "tired of being in the closet as a transgender woman" and that was a core aspect of her identity that informed her actions at Facebook and after she left. In August 2022, Zhang filed a complaint to the University of Michigan alleging that her... |
Sophie Zhang (whistleblower) : Christopher Wylie Criticism of Facebook Facebook Files Frances Haugen Instagram's impact on people Russian interference in the 2016 United States elections Edward Snowden |
Sophie Zhang (whistleblower) : "Facebook accusé par une ancienne employée d'avoir ignoré des tentatives de manipulations politiques dans plusieurs pays". Le Monde.fr (in French). 2020-09-15. Retrieved 2021-04-15. ""I Have Blood On My Hands": A Whistleblower Says Facebook Ignored Global Political Manipulation". BuzzFeed... |
Unsupervised learning : Unsupervised learning is a framework in machine learning where, in contrast to supervised learning, algorithms learn patterns exclusively from unlabeled data. Other frameworks in the spectrum of supervisions include weak- or semi-supervision, where a small portion of the data is tagged, and self... |
Unsupervised learning : Tasks are often categorized as discriminative (recognition) or generative (imagination). Often but not always, discriminative tasks use supervised methods and generative tasks use unsupervised (see Venn diagram); however, the separation is very hazy. For example, object recognition favors superv... |
Unsupervised learning : Two of the main methods used in unsupervised learning are principal component and cluster analysis. Cluster analysis is used in unsupervised learning to group, or segment, datasets with shared attributes in order to extrapolate algorithmic relationships. Cluster analysis is a branch of machine l... |
Unsupervised learning : Automated machine learning Cluster analysis Model-based clustering Anomaly detection Expectation–maximization algorithm Generative topographic map Meta-learning (computer science) Multivariate analysis Radial basis function network Weak supervision |
Unsupervised learning : == Further reading == |
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