Resources

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

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