|
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 |
|
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 |
|
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 |
|
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 |
