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 |

Characterizing Human Mobility Patterns in a Large Street Network |
2014/02/17 - 8:53am |
Academic Paper |
GPS, Human Mobility Patterns, Levy flight, Random Walk, Street Networks, Self-organized Natural Streets, GPS Trajectories |

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 |

Democratizing Big Data and Hadoop-Based Platforms and Solutions |
2014/02/13 - 7:18pm |
Video |
Big Data, Data Science, Hadoop, Big Data Infrastructure |

Bringing Big Data to One Billion People |
2014/02/13 - 7:15pm |
Video |
Big Data, Data Science |

Small Data in Sports: Little Differences Mean Big Outcomes |
2014/02/13 - 7:10pm |
Video |
Data Science, Big Data, Sports |

In-Hadoop Analytics: Bringing Analytics to Big Data |
2014/02/13 - 7:07pm |
Video |
Hadoop, Data Science, Big Data Infrastructure |

How Companies are Using Spark and Where Edge in Big Data Will Be |
2014/02/13 - 7:03pm |
Video |
Spark, Shark, Big Data Infrastructure, Data Science |

Crossing the Chasm: What's New, What's Not - Geoffrey Moore |
2014/02/13 - 6:56pm |
Video |
Crossing the Chasm, Geoffrey Moore, Big Data Infrastructure, Big Data, Data Science |

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 |

On Density Effects and Large Structure in Turbulent Mixing Layers |
2014/02/13 - 10:17am |
Academic Paper |
Fluid Dynamics, Particle Image Velocimetry, Mixing Layer Flow, Density Effects, Turbulence, Turbulent Flow, Chaotic Property Changes, Chaos Theory |

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 |

Agent-based Financial Markets - Matching Stylized Facts With Style |
2014/02/12 - 10:06am |
Academic Paper |
Agent-based Model, Multi-Agent System, Finance, Computational Finance, Macroeconomics, Volatility, Excess Kurtosis, Conditional Heteroscedasticity |

A Scheme for Automation of Telecom Data Processing for Business Application |
2014/02/11 - 9:59am |
Academic Paper |
Big Data Infrastructure, Comma Separated value, CSV, Database Management System, Extract Transform and Loading, ETL, Parser, SQL Server Integration Service, SSIS |

A Framework for Business Intelligence Application using Ontological Classification |
2014/02/10 - 9:56am |
Academic Paper |
Data Science, Business Intelligence, Ontology, Classification, Datamining, Inverted Index, Ontology Tree Index |