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Robust statistics
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#	Item
31	Big DataConference Program Monday, August 22 9:00-9:50am Yiling Chen, Harvard University Title: “Machine Learning with Strategic Data Sources” Add to Reading List Source URL: cmsa.fas.harvard.edu Language: English - Date: 2016-08-03 13:09:29 Statistics Statistical theory Bayesian statistics Bayesian inference Prior probability Robust Bayesian analysis Artificial neural network Deep learning Variational Bayesian methods Machine learning Naive Bayes classifier Bayesian network
32	Detecting Errors in Foreign Trade Transactions: Dealing with Insufficient Data Luis Torgo1,2 , Welma Pereira1 , and Carlos Soares1,3 1 LIAAD-INESC Porto, Univ. of Porto, R. Ceuta, 118, 6., Porto, Portugal Add to Reading List Source URL: www.dcc.fc.up.pt Language: English - Date: 2012-12-13 10:18:42 Statistics Robust statistics Data mining Statistical theory Regression analysis Outlier Statistical analysis Local outlier factor Cluster analysis Hierarchical clustering Random sample consensus Quartile
33	logistic regression decision trees pre-pruning global contextual Add to Reading List Source URL: bigdatascienceschool.com Language: English - Date: 2014-06-10 14:21:32 Statistics Statistical classification Robust statistics Machine learning K-nearest neighbors algorithm Outlier Nonparametric statistics Naive Bayes classifier Linear regression Book:Machine Learning The Complete Guide Predictive analytics
34	Outlier Detection Using Clustering Methods: a data cleaning application Antonio Loureiro1, Luis Torgo2 , and Carlos Soares2 1 LIACC Add to Reading List Source URL: www.dcc.fc.up.pt Language: English - Date: 2012-12-13 10:18:40 Statistics Robust statistics Data mining Hierarchical clustering Network analysis Outlier Cluster analysis BIRCH Random sample consensus OPTICS algorithm Consensus clustering
35	AUTOMATIC OUTLIER DETECTION IN MUSIC GENRE DATASETS Yen-Cheng Lu1 Chih-Wei Wu2 Chang-Tien Lu1 Add to Reading List Source URL: m.mr-pc.org Language: English - Date: 2016-07-29 14:11:56 Statistics Data mining Robust statistics Statistical classification Outlier Statistical analysis Local outlier factor Anomaly detection K-nearest neighbors algorithm Random sample consensus Hans-Peter Kriegel Support vector machine
36	DeepHand: Robust Hand Pose Estimation by Completing a Matrix Imputed with Deep Features Ayan Sinha∗ Chiho Choi∗ Karthik Ramani Add to Reading List Source URL: engineering.purdue.edu Language: English - Date: 2016-06-21 21:05:29 Statistics Artificial intelligence Computer vision Vision Computational neuroscience Regression analysis Robot control Econometrics Convolutional neural network Deep learning Local regression Pose
37	Additional Resources Resource Overview Chapter 1: Introduction to Analytical Chemistry Chapter 2: Basic Tools of Analytical Chemistry Chapter 3: The Vocabulary of Analytical Chemistry Chapter 4: Evaluating Analytical Add to Reading List Source URL: acad.depauw.edu Language: English - Date: 2010-06-24 15:30:10 Chemistry Analytical chemistry Statistics Crystal Chemometrics Robust regression Rutherford Aris bibliography Jerome J. Workman Jr.
38	Robust Structural Metric Learning Daryl K. H. Lim Department of Electrical and Computer Engineering, University of California, San Diego, CAUSA Brian McFee Add to Reading List Source URL: eceweb.ucsd.edu Language: English - Date: 2015-07-31 19:00:26 Statistics Information science Information retrieval Machine learning Learning to rank Monotone likelihood ratio K-nearest neighbors algorithm Random sample consensus
39	7.3 A PROBABILISTIC-SPATIAL APPROACH TO THE QUALITY CONTROL OF CLIMATE OBSERVATIONS Christopher Daly, Wayne Gibson, Matthew Doggett, Joseph Smith, and George Taylor Oregon State University Add to Reading List Source URL: prism.nacse.org Language: English* - Date: 2015-03-02 11:05:40 Statistics Econometrics Regression analysis Measurement Robust statistics Statistical analysis SNOTEL Errors and residuals Standard deviation Outlier CLIMAT Confidence interval
40	Microsoft PowerPoint - 2_Planning.pptx Add to Reading List Source URL: www.dote.osd.mil Language: English - Date: 2015-05-20 16:43:40 Statistics Design of experiments Research Knowledge Psychometrics Analysis of variance Main effect G factor Experiment Factorial experiment Robust parameter design