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  2. Examples of data mining - Wikipedia

    en.wikipedia.org/wiki/Examples_of_data_mining

    Spatial data mining is the application of data mining methods to spatial data. The end objective of spatial data mining is to find patterns in data with respect to geography. So far, data mining and Geographic Information Systems (GIS) have existed as two separate technologies, each with its own methods, traditions, and approaches to ...

  3. Andrew Ng - Wikipedia

    en.wikipedia.org/wiki/Andrew_Ng

    He served as the director of the Stanford Artificial Intelligence Laboratory (SAIL), where he taught students and undertook research related to data mining, big data, and machine learning. His machine learning course CS229 at Stanford is the most popular course offered on campus with over 1,000 students enrolling some years.

  4. Trevor Hastie - Wikipedia

    en.wikipedia.org/wiki/Trevor_Hastie

    Trevor John Hastie (born 27 June 1953) is an American statistician and computer scientist. He is currently serving as the John A. Overdeck Professor of Mathematical Sciences and Professor of Statistics at Stanford University. [1]

  5. List of quantitative analysts - Wikipedia

    en.wikipedia.org/wiki/List_of_quantitative_analysts

    Eduardo Schwartz, (born 1940), American, pioneering research in the real options method of pricing investments under uncertainty. Claude Shannon, (1916–2001), American, mathematician, electronic engineer, and cryptographer known as "the father of Information Theory".

  6. Anomaly detection - Wikipedia

    en.wikipedia.org/wiki/Anomaly_detection

    The methods must manage real-time data, diverse device types, and scale effectively. Garbe et al. [19] have introduced a multi-stage anomaly detection framework that improves upon traditional methods by incorporating spatial clustering, density-based clustering, and locality-sensitive hashing. This tailored approach is designed to better handle ...

  7. List of datasets for machine-learning research - Wikipedia

    en.wikipedia.org/wiki/List_of_datasets_for...

    Methods to evaluate segmentation and indexing techniques in the field of retinal ophthalmology (MESSIDOR) Features retinopathy grade and risk of macular edema 1200 Images, Text Classification, Segmentation 2008 [278] [279] Messidor Project Liver Disorders Dataset Data for people with liver disorders. Seven biological features given for each ...

  8. Bing Liu (computer scientist) - Wikipedia

    en.wikipedia.org/wiki/Bing_Liu_(computer_scientist)

    He is best known for his research on sentiment analysis (also called opinion mining), fake/deceptive opinion detection, and using association rules for prediction. He also made important contributions to learning from positive and unlabeled examples (or PU learning ), Web data extraction, and interestingness in data mining.

  9. Founders of statistics - Wikipedia

    en.wikipedia.org/wiki/Founders_of_statistics

    Statistics is the theory and application of mathematics to the scientific method including hypothesis generation, experimental design, sampling, data collection, data summarization, estimation, prediction and inference from those results to the population from which the experimental sample was drawn.