PPT-Chemometric Data Analysis Strategies for Optimizing Pathogen Discrimination and Classification

Russell A Putnam Rehse Group Department of Physics University of Windsor Windsor Ontario Canada Previous paper 2012 LIBS ON Bacteria DFA on 13 emission lines New study SAME DATA BUT WITH NEW TECHNIQUES AND NEW MODELS. Andrew Mead (School of Life Sciences). Multi-… approaches in statistics. Multiple comparison tests. Multiple testing adjustments. Methods for adjusting the significance levels when doing a large number of tests (comparisons between treatments) within a single analyses. Data Mining/Machine Learning Algorithms for Business Intelligence. Dr. Bambang Parmanto. Extraction Of Knowledge From Data. DSS Architecture: Learning and Predicting. Courtesy: Tim Graettinger. Data Mining: Definitions. Sara . Hajian. Josep. Domingo-. Ferrer. Data mining. There are negative social perceptions about data mining, among which potential . Privacy invasion . Potential discrimination. Discrmination. Discrimination is unfair or unequal treatment of people based on membership to a category or a minority, without regard to individual merit.. The First Step in Quantitative Spectral Analysis. Richard Gray. Appalachian State University. MK Spectral Classification: 1943 – 2013. 70 years of contributions to stellar astronomy. Discovery of the spiral structure of the Galaxy (Morgan, . Recall Toy . Example. Empirical . (Sample). EigenVectors. Theoretical. Distribution. & Eigenvectors. Different!. Connect Math to Graphics (Cont.). 2-d Toy Example. PC1 Projections. Best 1-d Approximations of Data. Sharon F. Chen, MD, MS. Hayley Gans, MD. February 19, 2015. What is the optimal CMV prevention strategy for pediatric solid organ transplant patients?. Main prevention strategies. Strategy. Characteristic. scikit. -learn. http://scikit-learn.org/stable/. scikit. -learn. Machine Learning in Python. Simple . and efficient tools for data mining and data analysis. Built . on . NumPy. , . SciPy. , and . matplotlib. Litigation. Brian Lester Smith. Assistant General Counsel. Wellmark, Inc.. Statistical Analysis for Federal Contractors . What is the OFCCP?. . 2. It isn’t the former Soviet Union.. . 3. OFCCP. Data Mining for Business Analytics. Shmueli. , Patel & Bruce. Discriminant Analysis: Background. A classical statistical technique. Used for classification long before data mining. Classifying organisms into species. From ESA Advanced Training course on Land Remote Sensing by . Mário. . Caetano. Most common problems in image classification and how to solve. . them. Most important . advances in satellite image. Karin Becker. Data Mining, Integration and Analysis. Knowledge Discovery. Web and Text Mining. Data Science. Recommendation Systems. Scalability and Performance. Reproducibility. Ana Lucia . Cetertich. Processes . in . Infectious . Disease Dynamics. Andrew . Brouwer. University of Michigan. Acknowledgements. Funding: . Models of Infectious Disease Agent Study (MIDAS. ). Collaborators:. Joseph Eisenberg, University of Michigan. November 09. Bafna. Silly Quiz. Social networking site:. How can you find people with interests similar to yours?. November 09. Bafna. Gene Expression Data. Gene Expression data:. Each row corresponds to a gene. Alan . Christoffels. South African Medical Research Council Bioinformatics Unit, South African National Bioinformatics Institute, University of the Western Cape, South Africa, Secretariat: Public Health Alliance for Genomic Epidemiology.