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 |

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 |

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 |

Neural correlates of the psychedelic state as determined by fMRI studies with psilocybin |
2014/02/10 - 9:52am |
Academic Paper |
Brain, Brain Imaging, Neurons, Neuroscience, Default Mode Network, Hallucinogens, Serotonin, 5-HT2A Receptor, Neuropsychopharmacology, Functional MRI |

A/B Tests and Online Controlled Experiments |
2014/02/09 - 1:23pm |
Slides |
Data Science, A/B Tests, Online Controlled Experiments, Contolled Experiments, Experimentation |

HyperLogLog - Analysis of a Near-optimal Cardinality Estimation Algorithm |
2014/02/09 - 1:20pm |
Academic Paper |
Big Data Infrastructure, Logs, Cardinality Estimation Algorithm, Algorithms |

Achieving Insights from Data and Analytics |
2014/02/09 - 1:17pm |
White Paper |
Big Data, Survey, Business Intelligence, Data Science |

Proactive Wrangling - Mixed-Initiative End-User Programming of Data Transformation Scripts |
2014/02/09 - 1:14pm |
Academic Paper |
Data Transformation, Big Data Infrastructure, Data Cleaning, Data Analysis |

Two-Dimensional Cellular Automata |
2014/02/09 - 1:06pm |
Academic Paper |
Pattern Formation, Discrete Models, Dynamic Systems, Computational Theory, Two-Dimensional Cellular Automata |

Multifractal Geometry in Stock Market Time Series |
2014/02/09 - 12:59pm |
Academic Paper |
Fractals, Multifractals, Time Series, Finance, Trading, Stocks, Takens Theorem, Chaos Theory, Chaotic Dynamical System |

Geometry from a Time Series |
2014/02/09 - 12:53pm |
Academic Paper |
Time Patterns, Delay Embedding Theorems, Time Series, Finance, Trading, Stocks, Takens Theorem, Chaos Theory, Chaotic Dynamical System |

A MapReduce based distributed SVM algorithm for binary classification |
2014/02/08 - 10:45am |
Academic Paper |
Algorithms, MapReduce, SVM Algorithm, Binary Classification, Support Vector Machine, Machine Learning, Cloud Computing |

Mandelbrot Makes Sense - Theory of Misbehavior of Markets |
2014/02/08 - 10:42am |
White Paper |
Mandelbrot, Finance, Fractal Geometry |

Mandelbrot and the Stable Paretian Hypothesis |
2014/02/08 - 10:35am |
Academic Paper |
Mandelbrot, Stable Paretian Hypothesis, Infinite Markov Chains, Quantitative Finance |

Multifractal Model of Asset Returns |
2014/02/08 - 10:33am |
Academic Paper |
Mandelbrot, Finance, Multifractal, Asset Returns, Long Tails, Levy-stable Distributions, Fractional Brownian Motion |

Mandelbrot's Fractal Geometry |
2014/02/08 - 10:29am |
Slides |
Mandelbrot, Fractal Geometry |

The Mandelbrot Set and Associated Julia Sets |
2014/02/08 - 10:26am |
Slides |
Mandelbrot, Mandelbrot Set, Julia Set, Parameter Plane |

Approximation of mixed order Sobolev functions on the d-torus Asymptotics, preasymptotics and d-dependence |
2014/02/08 - 10:10am |
Academic Paper |
Data Science, Approximation Numbers, Sobolev Spaces of Mixed Smoothness, Rate of Convergence, Preasymptotics, d-dependence, Quasi-polynomial Tractability |

Finiteness of Variance Is Irrelevant in the Practice of Quantitative Finance |
2014/02/08 - 10:05am |
Academic Paper |
Finance, Power Laws, Derivatives Theory, Trading, Data Science, Variance, Quantitative Finance, Finite Variance, Dynamic Hedging, Pareto-Lévy-Mandelbrot Stable Regime |