Adaptive Learning and Mining for Data Streams |
2014/03/28 - 9:17am |
Academic Paper |
Model Rules, High-Speed Data Streams, Data Streams, Adaptive Model Rules, Regression, Rule Learning, Change Detection |
Learning Model Rules from High-Speed Data Streams |
2014/03/28 - 9:15am |
Academic Paper |
Model Rules, High-Speed Data Streams, Data Streams, Adaptive Model Rules, Regression, Rule Learning, Change Detection |
Operational Analytics from A to Z |
2014/03/28 - 9:12am |
White Paper |
Operational Analytics |
Operational Analytics 2013 |
2014/03/28 - 9:10am |
White Paper |
Operational Analytics |
Data Mining from A to Z |
2014/03/27 - 5:25am |
White Paper |
Data Mining, Data Mining Applications, Predictive Analytics |
Smart Data for Smart Decision-Making in Federal Government |
2014/03/27 - 5:23am |
White Paper |
Government, Big Data, Data Science, Survey, Big Data Infrastructure |
Measuring Government in the 21st Century |
2014/03/26 - 9:47am |
Academic Paper |
Government, Law, Regulation, Government Size, Economic Growth Performance, Resource Allocation |
Random Forests for Metric Learning with Implicit Pairwise Position Dependence |
2014/03/25 - 9:50am |
Academic Paper |
Algorithms, Random Forests, Metric Learning, Pairwise Position Dependence, Mahalanobis Metric |
DeepFace - Closing the Gap to Human-Level Performance in Face Verification |
2014/03/24 - 11:38am |
Academic Paper |
Deep Learning, Face Verification, Face Recognition, Neural Networks, Facial Images, Neural Learning Algorithms, DeepFace |
Learning Markov Logic Networks Using Structural Motifs |
2014/03/23 - 11:04am |
Academic Paper |
Markov Logic, Decisive Markov Chains, Markov Logic Networks, Structural Motifs, First-order Logic, Probabilistic Logic |
Data Visualization in Sports 2013 |
2014/03/21 - 5:44pm |
Video |
Sports, Sports Analytics, Visualization |
Algorithmic Taxonomy of Basketball Plays |
2014/03/21 - 5:41pm |
Video |
Sports, Basketball Analytics, Sports Analytics, Algorithms |
Injury Analytics 2013 |
2014/03/21 - 5:39pm |
Video |
Sports, Healthcare, Injury Analytics |
Competitive Advantage: Sports Business Analytics |
2014/03/21 - 5:38pm |
Video |
Sports, Sports Business Analytics |
Artificial Neural Networks in Financial Trading, Intelligent Information System |
2014/03/21 - 10:25am |
Academic Paper |
Predictive Analytics, Artificial Neural Networks, Financial Trading, Intelligent Information System, Probabilistic Reasoning, Genetic Algorithms, Chaos Theory, Forecasting |
Adaptive Model Rules from Data Streams |
2014/03/20 - 11:41am |
Academic Paper |
Streaming Regression Algorithms, Algorithms, Decision Rules, Regression, Adaptive Model Rules, Data Streams, Rule Learning |
How To Download All Your Personal Data From Facebook |
2014/03/17 - 10:05am |
White Paper |
Personal Data, Facebook, Privacy, Information Privacy Law |
The Parable of Google Flu - Traps in Big Data Analysis |
2014/03/16 - 12:20pm |
Academic Paper |
Data Analysis, Science, Data Science, Google Flu, Traps, Big Data Analysis |
Free Computer Science Programming Courses for March 2014 |
2014/03/15 - 5:39pm |
External Course |
Computer Science Programming Courses |
Agent-based Modeling of a Price Information Trading Business |
2014/03/15 - 5:37pm |
Academic Paper |
Simulation, Computer Simulations, Agent-based Model, Intelligent Agents, Machine Learning, Price Information Trading Business |
Improvements in Text Mining |
2014/03/15 - 5:32pm |
Video |
Data Mining, Text Mining, Mining, Data Science |
Beyond Big Data: New Perspectives on Marketing |
2014/03/15 - 5:30pm |
Video |
Marketing, Targeted Marketing, Social Network Targeting, Retail |
Big Data and the Internet of Things - Making Sense of Machine Data |
2014/03/15 - 5:25pm |
Video |
Internet of Things, Machine Data, Remote Sensing, Big Data Infrastructure |
Applied R Language for the Quantitative Social Scientist |
2014/03/14 - 9:46am |
External Course |
R Language, Statistical Modeling, Statistical Analysis, Quantitative, Social Scientist |
Data Modeling Considerations in Hadoop and Hive |
2014/03/13 - 10:06am |
White Paper |
Big Data Infrastructure, Data Modeling, Hadoop, Hive |
Another Look at Measures of Forecast Accuracy |
2014/03/12 - 10:46am |
Academic Paper |
Forecasting, Predictive Analytics, Model Errors, Forecast Error Metrics, Scale Dependent Metrics, Mean Absolute Error, Percentage Error Metrics |
Digitization of Everything |
2014/03/11 - 12:35pm |
Video |
Big Data, Digitization |
Managing Scale and Complexity at Netflix |
2014/03/11 - 12:32pm |
Video |
Big Data Infrastructure, Netflix, Recommendation Engine |
The Evolution of Big Data Processing at Google |
2014/03/11 - 12:30pm |
Video |
Data Processing, Google, Big Data Infrastructure |
What Is Business Analytics? |
2014/03/11 - 12:28pm |
Video |
Business Intelligence, Analytics, Predictive Analytics |
Efficient Market Hypothesis and Forecasting |
2014/03/11 - 11:59am |
Academic Paper |
Predictive Analytics, Machine Learning, Efficient Market Hypothesis; Forecast Evaluation, Model Specification, Learning Algorithms, Finance |
Scorecard Calibration Using Monotone Adjacent Pooling Algorithm |
2014/03/10 - 10:07am |
Slides |
Predictive Analytics, Predictive Modeling, Algorithms, Scorecard Calibration, Monotone Adjacent Pooling Algorithm, Decision Trees |
Combining and Evaluating Probabilistic Forecasts |
2014/03/09 - 11:43am |
Academic Paper |
Density Forecasts, Probabilistic Logic, Probabilistic Models, Probabilistic Forecasts |
Predictivistic Bayesian Forecasting System |
2014/03/08 - 10:57am |
White Paper |
Predictive Analytics, Bayesian Inference, Forecasting, Combining Density Forecasts, Forecast Evaluation, Predictivism |
Graduate Degrees & Online Courses for Data Science and Advanced Analytics - As of March 7, 2014 |
2014/03/07 - 12:01pm |
External Course |
Graduate Degrees, Online Courses, Data Science, Advanced Analytics |
Tutorial of the EM Algorithm and its Application to Parameter Estimation for Gaussian Mixture and Hidden Markov Models |
2014/03/07 - 11:59am |
External Course |
EM Algorithm, Gaussian Mixture, Hidden Markov Models, Baum-Welch Algorithm |
Blown to Bits - Your Life, Liberty, and Happiness After the Digital Explosion |
2014/03/06 - 11:22am |
White Paper |
Information Privacy Law, Digital Data, Privacy, Personal Identity, Personal Control, Regulation, Digital Technologies, Internet, Free Speech |
Metadata Report 2014- Piecing Together a Privacy Solution |
2014/03/05 - 10:37am |
White Paper |
Privacy, Metadata, Information Privacy Law, General Data Protection Regulation, Regulation, Data Security |
Improving Forecasting by Estimating Time Series Structural Components Across Multiple Frequencies - Paper |
2014/03/04 - 8:44am |
Academic Paper |
Predictive Analytics, Combining Forecasts, Exponential Smoothing, Algorithms, Multiple Aggregation Prediction Algorithm, Temporal Aggregation, Scorecard Calibration, Monotone Adjacent Pooling Algorithm |
Improving Forecasting by Estimating Time Series Structural Components Across Multiple Frequencies - Slides |
2014/03/04 - 8:41am |
Slides |
Predictive Analytics, Forecasting, Time Series, Algorithms, Multiple Aggregation Prediction Algorithm, Temporal Aggregation, Scorecard Calibration, Monotone Adjacent Pooling Algorithm |
Agent-based Modeling of a Price Information Trading Business |
2014/03/03 - 10:56am |
Academic Paper |
Agent-based Model, Intelligent Agents, Multi-Agent System, Computer Simulations, Information Markets |
Text Mining with Python |
2014/03/03 - 10:51am |
Slides |
Text Mining, Python |
Druid Data Ingest |
2014/03/03 - 10:49am |
Slides |
Druid, Data Ingest, Data Aggregation, Real-Time, Exploratory Analytics, Big Data Infrastructure |
A Support Vector Machine Approach for Object Based Image Analysis |
2014/03/02 - 12:03pm |
Academic Paper |
Support Vector Machine, Image Analysis, Remote Sensing, Computational Intelligence, Machine Learning, Object Oriented Classification, Multi-scale Segmentation |
Mindsight: How Can We Create a Healthy Mind? |
2014/03/01 - 1:06pm |
Video |
Brain, Mind, Relationships, Mental Health, Mindsight, Integrated Brain |
The Computational Future - Computational Experiments |
2014/03/01 - 1:02pm |
Video |
Computational Experiments |
Wolfram Language Introduction |
2014/03/01 - 12:54pm |
Video |
Wolfram Language, Mathematica, Symbolic Programming Language |
Arch-Garch Models - Generalized Autoregressive Conditional Heteroskedasticity Model |
2014/03/01 - 12:09pm |
Academic Paper |
Finance, Volatility, Arch-Garch Models, Autoregressive Conditional Heteroskedasticity Model, Autoregressive Conditional Duration, Dynamic Factor Models, Heteroskedasticity, High-frequency Data, Temporal Aggregation, VAR |
Evolving Hidden Markov Models For Network Anomaly Detection |
2014/03/01 - 11:56am |
Academic Paper |
Baum- Weld Algorithm, Hidden Markov Models, Anomaly Detection, Genetic Algorithms, Algorithms, Probabilistic Logic |
What Happened to the Quants in August 2007 |
2014/03/01 - 11:54am |
Academic Paper |
Finance, Quantitative Finance, High-frequency Financial Trading, Chaos Theory, Efficient Market Theory, Hedge Funds, Probabilistic Models, Risk Management |