'Log p' presentation slideshows

Yuanlu Xu , SYSU, China merayxu@gmail.com 2012.4.7

1.23k views • 111 slides

Algorithmic and Economic Aspects of Networks

Algorithmic and Economic Aspects of Networks. Nicole Immorlica. Syllabus. Jan. 8 th (today): Graph theory, network structure Jan. 15 th : Random graphs, probabilistic network formation Jan. 20 th : Epidemics Feb. 3 rd : Search Feb. 5 th : Game theory, strategic network formation

856 views • 68 slides

Quantitative Structure-Activity Relationships Quantitative Structure-Property-Relationships QSAR & QSPR

897 views • 57 slides

PART 4 Non-linear models

PART 4 Non-linear models. Logistic regression Other non-linear models Generalized Estimating Equations (GEE) Examples Crossover study British Social Attitudes Survey. Models for Clustered Data. Inferential goals Marginal mean/Population Averaged

915 views • 56 slides

Advanced topics

Advanced topics. Outline. Self-taught learning Learning feature hierarchies (Deep learning) Scaling up. Self-taught learning. Testing: What is this? . Supervised learning. Cars. Motorcycles. Testing: What is this? . Motorcycle. Car. Semi-supervised learning.

665 views • 52 slides

An Information-Theoretic Definition of Similarity

In Proc. 15th International Conf. on Machine Learning, 1998 Dekang Lin Department of Computer Science University of Manitoba Winnipeg, Manitoba, Canada R3T 2N2. An Information-Theoretic Definition of Similarity. SNU IDB Lab. Chung-soo Jang JAN 18, 2008. Content . Introduction

789 views • 50 slides

Validation and Standardization of Molecular Structures in General and Sugars in Particular: a Case Study

Colin Batchelor , Ken Karapetyan, Valery Tkachenko, Antony Williams. Validation and Standardization of Molecular Structures in General and Sugars in Particular: a Case Study. 6th Joint Sheffield Conference on Chemoinformatics 2013-07-24. Overview.

526 views • 39 slides

Recent Results from the Astrophysics Research Program at SUNY Oswego

Recent Results from the Astrophysics Research Program at SUNY Oswego. Shashi M. Kanbur September 2010. Results. In 5 years, > 21 papers in the two leading peer reviewed journals in Astrophysics (Astrophysical Journal, Monthly Notices of the Royal Astronomical Society). No course release.

505 views • 36 slides

HIDDEN MARKOV MODELS IN COMPUTATIONAL BIOLOGY

HIDDEN MARKOV MODELS IN COMPUTATIONAL BIOLOGY. CS 594: An Introduction to Computational Molecular Biology BY Shalini Venkataraman Vidhya Gunaseelan. DNA. transcription. mRNA. translation. Protein. Relationship Between DNA, RNA And Proteins. CCTGAGCCAACTATTGATGAA.

492 views • 35 slides

Dynamics of Social Cognition

Dynamics of Social Cognition. Drew Abney and Christopher Kello Cognitive and Information Sciences. Social Cognition. Social interaction and communication lie at the core of human intelligence. Social Coordination.

541 views • 33 slides

Quantitative Structure-Activity Relationships (QSAR)

990 views • 28 slides

Hidden Markov Models

516 views • 28 slides

CSC 2535 Lecture 8 Products of Experts

CSC 2535 Lecture 8 Products of Experts. Geoffrey Hinton. How to combine simple density models. mixing proportion. Suppose we want to build a model of a complicated data distribution by combining several simple models. What combination rule should we use?

401 views • 27 slides

Minisymposia 9 and 34: Avoiding Communication in Linear Algebra

Minisymposia 9 and 34: Avoiding Communication in Linear Algebra. Jim Demmel UC Berkeley bebop.cs.berkeley.edu. Motivation (1) . Increasing parallelism to exploit From Top500 to multicores in your laptop Exponentially growing gaps between

344 views • 25 slides

Galaxies and Cosmology

Galaxies and Cosmology. Key figures in relativistic cosmology Friedman de Sitter Einstein Lemaitre. General Relativity. The Galaxy. The Galaxy. Distances. SMC by Fred Espenak. The Expanding Universe. The Expanding Universe. Hubble and Humason, 1931.

327 views • 20 slides

QSARs to Predict Extent of Drug Biotransformation in Humans

317 views • 15 slides

Image Warping using Empirical Bayes

Image Warping using Empirical Bayes. John Ashburner & Karl J. Friston. Wellcome Department of Cognitive Neurology, London, UK. Bayesian approaches to image warping.

248 views • 13 slides

Connectionist Units, Probabilistic and Biologically Inspired

Connectionist Units, Probabilistic and Biologically Inspired. Psych 209 January 11, 2013. Neurons and Units. At rest, neurons are negatively polarized compared to the surrounding medium. Excitatory inputs cause them to become depolarized Inhibitory inputs cause them to become hyperpolarized .

260 views • 13 slides

Pharma Algorithms

Pharma Algorithms. www.ap-algorithms.com. Classification Analysis (C-SAR) in Predicting Pgp Substrate Specificity. R. Didziapetris, P. Japertas, A. Petrauskas. Pharma Algorithms. Classification SAR. ?. Based on recursive partitioning Groups compounds into classes

577 views • 10 slides

Ch13. Poisson Regression Analysis

Ch13. Poisson Regression Analysis. Poisson Regression Analysis is used when the outcome variable comprises counts, usually of rather rare events e.g. number of cases of cancer over a defined period in a cohort of subjects.

921 views • 6 slides