Demonstrating How Low-Cost Randomized Controlled Trials Can Drive Effective Social Spending |
2014/02/08 - 10:01am |
White Paper |
Public Policy, Data Science, Scientific Method, Randomized Controlled Trials, Social Spending, Contolled Experiments |

Next-generation Sequencing Data Interpretation - Enhancing Reproducibility and Accessibility |
2014/02/08 - 9:58am |
Academic Paper |
Healthcare, Genetics, Scientific Method, Data Science, Data Interpretation, Reproducibility, Accessibility, Clinical Research |

Probability and Risk in the Real World |
2014/02/08 - 9:54am |
Academic Paper |
Probabilistic Logic, Predictive Analytics, Risk Management, Tail Risks, Statistics, Asymmetries, Inferential Asymmetries, Fat Tails, Random Matrices |

Statistical Undecidability |
2014/02/08 - 9:27am |
Academic Paper |
Decision Algorithms, Decision Processes, Statistics, Data Science, Predictive Analytics, Probabilistic Logic |

A Map and Simple Heuristic to Detect Fragility, Antifragility and Model Error |
2014/02/08 - 9:21am |
Academic Paper |
Model Errors, Data Science, Predictive Analytics, Heuristic, Fragility, Antifragility, Tail Risks, Probabilistic Logic |

Ushering in a New Era of Open Science Through Data Sharing |
2014/02/08 - 9:15am |
Academic Paper |
Open Science, Data Sharing, Clinical Research |

Randomness and Coincidences - Reconciling Intuition and Probability Theory |
2014/02/07 - 11:06pm |
Academic Paper |
Data Science, Randomness, Coincidences, Intuition, Probability Theory, Probabilistic Logic |

Online Contolled Experiments at Large Scale |
2014/02/07 - 11:03pm |
Slides |
Experimentation, Data Science, Contolled Experiments, Reproducibility |

Face Up to False Positives |
2014/02/07 - 10:45pm |
Academic Paper |
Data Science, False Positives, Scientific Method, Genetics |

The Future Has Thicker Tails than the Past: Model Error As Branching Counterfactuals |
2014/02/07 - 10:42pm |
Academic Paper |
Predictive Analytics, Forecasting, Fukushima, Counterfactual Histories, Probability, Model Errors, Fragility, Antifragility, Fourth Quadrant, Finance |

Experiments vs Computer Simulations - A Tale of Two Methods |
2014/02/07 - 12:03pm |
Academic Paper |
Scientific Method, Computer Simulations, Validation, Reproducibility, Data Science, Experimentation, Model Checking |

Offspring from Reproduction Problems - What Replication Failure Teaches Us |
2014/02/07 - 11:58am |
Academic Paper |
Scientific Method, Validation, Reproducibility, Reproduction Problems, Replication Failure, Data Science, Experimentation |

Dremel - Interactive Analysis of Web-Scale Datasets |
2014/02/06 - 11:32am |
Academic Paper |
Big Data Infrastructure, Dremel, Data Analysis, Interactive Analysis |

A Resampling Technique for Relational Data Graphs |
2014/02/05 - 8:53am |
Academic Paper |
Machine Learning, Algorithms, Bootstrapping, Resampling, Graphs, Relational Data Graphs, Graphical Models |

How To Design A Good API |
2014/02/04 - 1:13pm |
Video |
API, Application Programming Interfaces |

Designing Data Visualizations |
2014/02/04 - 1:09pm |
Video |
Data Science, Data Visualization |

Introduction to R for Data Mining |
2014/02/04 - 12:59pm |
Video |
R Language, Data Mining |

Using R/Deducer for Statistics and Graphics |
2014/02/04 - 12:57pm |
Video |
R Language, Deducer, GUI, Statistics, Graphics |

Deducer Introduction: Data Analysis GUI for R |
2014/02/04 - 12:52pm |
Video |
R Language, Deducer, Data Analysis, GUI |

A Hidden Markov Model of Customer Relationship Dynamics |
2014/02/04 - 9:19am |
Academic Paper |
Hidden Markov Models, Customer Relationship Management, Buying Behavior, Marketing, Dynamic Choice Model, Segmentation, Bayesian Analysis, Data Science, Markov Decision Processes, Markov Logic Networks |

A Hybrid System based on Multi-Agent System in the Data Preprocessing Stage |
2014/02/04 - 9:08am |
Academic Paper |
Multi-Agent System, Data Preprocessing, JADE, Web Services, Ontology, Data Mining, Data Science, Big Data, Machine Learning |

Frontiers in Massive Data Analysis |
2014/02/03 - 1:02pm |
Academic Paper |
Big Data, Data Science, Data Analysis, Generalized N-Body, Graph-Theoretic Computations, Linear Algebraic Computations |

A Framework for Clustering Evolving Data Streams |
2014/02/02 - 11:08am |
Academic Paper |
Clustering, Data Streams, Data Stream Clustering Algorithms, One-pass Clustering Algorithms, Algorithm, Pyramidal Time Frame, Micro-clustering, Stream Clustering Framework, CluStream Framework, Macro-cluster |

Agent-based Computational Finance |
2014/02/02 - 10:46am |
Academic Paper |
Agent-based Model, Intelligent Agents, Computational Finance, Finance, Trading |

Economy Needs Agent-based Modelling |
2014/02/02 - 10:43am |
Academic Paper |
Economics, Agent-based Model, Intelligent Agents, Hidden Markov Models |

Market Force Ecology and Evolution |
2014/02/02 - 10:40am |
Academic Paper |
Finance, Financial Markets, Trading, Economics, Price Formation |

Experiments in Evolutionary Finance |
2014/02/01 - 11:45am |
Academic Paper |
Finance, Trading, Algorithmic Trading, Algorithm, Machine Learning, Artificial Stock Market |

Predictive Power of Zero Intelligence in Financial Markets |
2014/02/01 - 11:42am |
Academic Paper |
Finance, Predictive Analytics, Intelligent Agents |

Broken Promises of Privacy - Responding to Failure of Anonymization |
2014/02/01 - 11:39am |
Academic Paper |
Anonymization, Information Privacy Law, Privacy, Data Science, Regulation, Law, General Data Protection Regulation, Reidentification Techniques, Release and Forget Model |

Information Privacy in the Cloud |
2014/02/01 - 11:31am |
Academic Paper |
Privacy, Cloud, Big Data, Data Science, Regulation, Law, General Data Protection Regulation” |

Relativistic Statistical Arbitrage |
2014/01/31 - 12:51pm |
Academic Paper |
Finance, Financial Markets, Statistics, Arbitrage, Trading Strategies, High-frequency Financial Trading |

Reversible Statistics - The Making of Statistical Facts and Artifacts in Economics |
2014/01/31 - 12:43pm |
Academic Paper |
Reversible Statistics, Diverse Materials, Constructivism, Economics, Science, Data Science, Machine Learning, Statistics |

Connecting Workforce Analytics to Better Business Results |
2014/01/30 - 1:05pm |
Academic Paper |
Human Resources, Data Science, Workforce Analytics |

Pseudo-Social Network Targeting from Consumer Transaction Data |
2014/01/30 - 1:02pm |
Academic Paper |
Social Network Targeting, Consumer Transaction Data, Social Network Analysis, Response Modeling, Banking, Customer Analytics, Data Science, Marketing |

Mining Massive Graphs for Telecommunication Applications |
2014/01/30 - 12:59pm |
Slides |
Mining, Graphs, Telecommunication Applications, Fraud, Network Marketing, Loyalty Studies, Proximity Models, Connection Subgraphs |

Network-Based Marketing - Identifying Likely Adopters via Consumer Networks |
2014/01/30 - 12:56pm |
Academic Paper |
Network-Based Marketing, Consumer Networks, Viral Marketing, Targeted Marketing, Network Analysis, Classification, Statistical Relational Learning |

Structure and Function of Complex Networks |
2014/01/29 - 10:35am |
Academic Paper |
Networks, Small-world Effect, Degree Distributions, Clustering, Network Correlations, Random Graph Models, Network Growth, Preferential Attachment |

Strategic Experimentation in Networks |
2014/01/29 - 10:31am |
Academic Paper |
Experimentation, Networks, Social Networks |

Audience Selection for On-line Brand Advertising - Privacy-friendly Social Network Targeting |
2014/01/29 - 10:28am |
Academic Paper |
Algorithms, Design, Experimentation On-line Advertising, Predictive Modeling, Social Networks, User-generated Content, Privacy |

Automated Trading with Boosting and Expert Weighting |
2014/01/28 - 11:41am |
Academic Paper |
Automated Trading, Boosting, Expert Weighting, Machine Learning, Algorithmic Trading, Algorithms |

Using Adaboost for Equity Investment Scorecards |
2014/01/28 - 11:38am |
Academic Paper |
Adaboost, Boosting, Machine Learning, Finance, Trading |

A Full-Featured Enterprise Big Data Analytics Solution |
2014/01/28 - 11:14am |
Video |
Big Data, Big Data Infrastructure, Data Analytics Ecosystem |

Collective Intelligence for Data Center Operations Management |
2014/01/28 - 11:12am |
Video |
Data Center, Big Data Infrastructure |

Real-time Analytics using Cassandra, Spark and Shark |
2014/01/28 - 10:59am |
Video |
Real-time Analytics, Cassandra, Spark, Shark, Streaming, NoSQL |

Improving Within-Network Classification with Local Attributes |
2014/01/27 - 11:00am |
Academic Paper |
Relational Bayesian Networks, Probabilistic Relational Models, Network Classification, Local Attributes, Machine Learning, Data Science |

Linking Network Structure and Diffusion through Stochastic Dominance |
2014/01/27 - 10:57am |
Academic Paper |
Network Structure, Diffusion, Stochastic Dominance, Machine Learning, Data Science |

Random-Walk Computation of Similarities between Nodes of a Graph with Application to Collaborative Recommendation |
2014/01/27 - 10:54am |
Academic Paper |
Collaborative Recommendation, Pseudoinverse, Laplacian Matrix, Euclidean, Principal Components Analysis, Fiedler Vector, Statistical Relational Learning |

Real-Time Big Data Analytics with Storm |
2014/01/26 - 9:17pm |
Video |
Storm, Real-Time, Real-Time Big Data Analytics, Real-time Processing, Streaming |

Three Paradoxes of Big Data |
2014/01/26 - 9:14pm |
Academic Paper |
Big Data, Privacy, Data Science, Transparency Paradox, Identity Paradox, Power Paradox |

A Link Mining Algorithm for Earnings Forecast and Trading |
2014/01/26 - 9:09pm |
Academic Paper |
Algorithm, Link Mining Algorithm, Finance, CorpInterlock Algorithm, Social Network, Machine Learning, Computational Finance, Trading Strategies, Data Mining Applications |