Bayesian Reasoning and Machine Learning |
2014/02/27 - 11:56am |
Academic Paper |
Bayesian, Bayesian Analysis, Machine Learning, Algorithms, Data Science, Markov, Random Forests, Probabilistic Models |
Druid - Real-time Analytical Data Store |
2014/02/26 - 9:28am |
Academic Paper |
Druid, Streaming, Real-time Analytics, Data Store, Column-oriented Storage, Data Ingestion, Shared-nothing Architecture |
Elements of Statistical Learning - Data Mining, Inference and Prediction |
2014/02/26 - 9:23am |
Academic Paper |
Statistics, Data Mining, Inference, Predictive Analytics, Regression, Supervised Learning |
Engineering Data Analysis with R and ggplot2 |
2014/02/25 - 12:52pm |
Video |
Data Analysis, R, ggplot2 |
Tree Ensembles - Advances In Gradient Boosting: Power of Post-Processing |
2014/02/24 - 5:40pm |
Video |
Tree Ensembles, Predictive Analytics, Boosting, Gradient Boosting, Post-Processing |
Data Visualization in Sports 2013 |
2014/02/24 - 5:37pm |
Video |
Sports, Data Science, Data Visualization |
Predictive Sports Betting |
2014/02/24 - 5:23pm |
Video |
Sports, Data Science, Predictive Analytics, Sports Betting |
Basketball Analytics 2013 |
2014/02/24 - 5:12pm |
Video |
Sports, Data Science, Basketball Analytics |
An Empirical Comparison of Voting Classification Algorithms: Bagging, Boosting and Variants |
2014/02/24 - 7:38am |
Academic Paper |
Algorithms, Classification Algorithms, Voting Classification Algorithms, Bagging, Boosting, Variants, Decision Trees, Naive-Bayes, Mean-squared Error, Adaboost |
Applications of Hidden Markov Models to Speech Recognition |
2014/02/23 - 11:05pm |
Academic Paper |
Speech Recognition, Probabilistic Logic, Expectation–Maximization (EM) Algorithm, Hidden Markov Models, Baum–Welch Algorithm, Predictive Analytics |
Expectation–Maximization (EM) Algorithm |
2014/02/23 - 11:02pm |
Academic Paper |
Algorithms, Probabilistic Logic, Expectation–Maximization (EM) Algorithm, Hidden Markov Models, Baum–Welch Algorithm, Predictive Analytics |
Example of the Baum-Welch Algorithm |
2014/02/23 - 11:00pm |
Academic Paper |
Algorithms, Probabilistic Logic, Markov, Hidden Markov Models, Baum–Welch Algorithm, Predictive Analytics |
Hidden Markov Models and Baum–Welch Algorithm |
2014/02/23 - 10:57pm |
Slides |
Algorithms, Probabilistic Logic, Markov, Hidden Markov Models, Baum–Welch Algorithm, Predictive Analytics |
Baum–Welch Algorithm for Estimating a Hidden Markov Model |
2014/02/23 - 10:55pm |
Academic Paper |
Algorithms, Probabilistic Logic, Markov, Hidden Markov Models, Baum–Welch Algorithm, Predictive Analytics |
Outlier Detection - Applications and Techniques |
2014/02/23 - 10:53am |
Academic Paper |
Anomaly Detection, Outlier Detection, Outlier Applications, Outliers, Neural Networks |
Quality of Similarity Rankings in Time Series |
2014/02/22 - 11:13am |
Slides |
Similarity Rankings, Time Series, Distance Functions, High-dimensional Data Sets, Shared Nearest Neighbor, Curse of Dimensionality |
Mining the Web to Predict Future Events |
2014/02/21 - 6:26am |
Academic Paper |
Predictive Analytics, Forecasting, Algorithms, Experimentation, News Corpora, Predicting Future News, Artificial Intelligence |
Combinatorial Approaches to Clustering and Feature Selection |
2014/02/21 - 6:23am |
Academic Paper |
Clustering, Feature Selection, Search, High-dimensional Data Sets, Curse of Dimensionality |
Coordinate - Probabilistic Forecasting of Presence and Availability |
2014/02/20 - 11:14am |
Academic Paper |
Predictive Analytics, Probabilistic Logic, Forecasting, Bayesian Forecasting Service |
The New Rules of Robot/Human Society |
2014/02/19 - 12:36pm |
Video |
Robotics, Social Science |
Introduction to Python for Beginning Programmers |
2014/02/19 - 12:33pm |
Video |
Python, Data Science |
BigQuery, IPython, Pandas and R for Data Science |
2014/02/19 - 12:31pm |
Video |
Python, BigQuery, IPython, Pandas, R, Data Science |
Data Science and Smart Systems |
2014/02/19 - 12:27pm |
Video |
Data Science, Smart Systems |
Mining of Massive Datasets |
2014/02/19 - 9:40am |
Academic Paper |
Data Science, Data Mining, Algorithms, Machine Learning, Clustering, MapReduce, Dimensionality Reduction |
Exploring Compact Reinforcement-learning Representations with Linear Regression |
2014/02/19 - 9:34am |
Academic Paper |
Algorithms, Online Linear Regression, Reinforcement-learning Representations, Machine Learning, KWIK Framework. |
Bayesian Inference, Entropy and the Multinomial Distribution |
2014/02/18 - 8:50am |
Academic Paper |
Bayesian Inference, Entropy, Multinomial Distribution, Predictive Analytics, Predictive Densities, Evidence Scores., Markov Chains |
Exploring High-dimensional Classification Boundaries |
2014/02/16 - 12:03pm |
Academic Paper |
Classification, Classification Algorithms, Classification Boundaries, GGobi, R |
Computing Immutable Regions for Subspace Top-k Queries |
2014/02/16 - 12:00pm |
Academic Paper |
Time Series, State Space Time Series, K-subspace Algorithm, Multi-Dimensional Time-Series, Top-k Queries |
Mining Approximate Top-K Subspace Anomalies in Multi-Dimensional Time-Series Data |
2014/02/16 - 11:57am |
Academic Paper |
Time Series, State Space Time Series, K-subspace Algorithm, Top-K Subspace Anomalies, Multi-Dimensional Time-Series |
Practical Tools for Exploring Data and Models - Slides |
2014/02/16 - 11:52am |
Slides |
Data Reshaping, Data Visualization, Data Exploration |
Practical Tools for Exploring Data and Models |
2014/02/16 - 11:50am |
Academic Paper |
Data Reshaping, Data Visualization, Data Exploration |
Artificial Life - The Coming Evolution |
2014/02/16 - 11:47am |
Academic Paper |
Chaos Theory, Complexity Theory, Artificial Life, Cellular Automata |
Reshaping Data with the Reshape Package for R |
2014/02/15 - 10:34am |
Academic Paper |
Data Reshaping, R, Contingency Table, Tabulation, Aggregation |
GGobi Package Meifly - Exploratory Model Analysis |
2014/02/15 - 10:31am |
External Course |
Meifly, Exploratory Model Analysis, Graphics, Data Analysis, R, GGobi, Data Exploration, Data Modeling |
Introduction to Rggobi |
2014/02/15 - 10:28am |
External Course |
Rggobi, Graphics, Data Analysis, R, GGobi, Data Exploration, Data Modeling |
Graphics for Data Analysis Interactive and Dynamic with R and GGobi |
2014/02/15 - 10:26am |
External Course |
Big Data Infrastructure, Graphics, Data Analysis, R, GGobi, Data Exploration, Data Modeling |
Invention of the First Wearable Computer |
2014/02/15 - 10:23am |
Academic Paper |
Wearable Computer, Edward Thorp, Predictive Analytics, Gambling |
Disagreement and Asset Prices |
2014/02/15 - 10:20am |
Academic Paper |
Finance, Economics, Asset Prices, Rational Expectations, Expected Returns, Volatility, Trading Volume |
Which News Moves Stock Prices - A Textual Analysis |
2014/02/15 - 10:16am |
Academic Paper |
Finance, Economics, Predictive Analytics, Text Mining, Text Analysis, Sentiment Analysis |
The Recovery Theorem |
2014/02/15 - 10:13am |
Academic Paper |
Finance, Recovery Theorem, Predictive Analytics, Probabilistic Logic, Pricing Kernel, Market Risk Premium |
The Other Side of Value - The Gross Profitability Premium |
2014/02/15 - 10:06am |
Academic Paper |
Finance, Economics, Profitability, Value Premium, Factor Models, Asset Pricing |
Market Expectations in the Cross Section of Present Values |
2014/02/14 - 8:15am |
Academic Paper |
Data Science, Predictive Analytics, Finance, Disaggregated Valuation Ratios, Dynamic Latent Factor, Regression-based Filter |
Online Personal Data Processing and EU Data Protection Reform |
2014/02/14 - 8:10am |
Academic Paper |
Privacy, Law, Regulation, Data Broker |
What Information do Data Brokers Have on Consumers |
2014/02/14 - 8:07am |
White Paper |
Data Broker, Privacy, Law, Regulation |
Review of the Data Broker Industry |
2014/02/14 - 8:04am |
White Paper |
Data Broker, Privacy, Law, Regulation |
Small Data in Sports: Little Differences Mean Big Outcomes |
2014/02/13 - 7:10pm |
Video |
Data Science, Big Data, Sports |
Conditional Risk Premia in Currency Markets and Other Asset Classes |
2014/02/13 - 10:27am |
Academic Paper |
Finance, Trading, Algorithmic Trading, Risk Premia, Currency Markets, Carry Trade, Commodity Basis, Downside Risk, Equity Cross Section |
A Mathematical Theory of Communication |
2014/02/13 - 10:24am |
Academic Paper |
Information Entropy, Information Redundancy, Logarithmic Measures, Communication Theory, Turbo Codes, Modified LDPC Codes |
Survey of Outlier Detection Methodologies |
2014/02/12 - 10:14am |
Academic Paper |
Outlier, Novelty, Anomaly, Noise, Deviation, Detection, Recognition |
Visual Discovery Tools - Market Segmentation and Product Positioning |
2014/02/12 - 10:09am |
White Paper |
Visual Discovery Tools, Data Visualization, Business Intelligence |