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 |

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 |

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 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 |

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 |

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 |

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 |

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 |

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 |

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 |

Scientific Method in Practice - Reproducibility in the Computational Sciences |
2014/01/26 - 9:04pm |
Academic Paper |
Scientific Method, Reproducibility, Scientific Computing, Machine Learning |

Machine Learning for Display Advertising Tutorial |
2014/01/26 - 11:18am |
Slides |
Machine Learning, Display Advertising |

Mixing Probabilities, Priors and Kernels via Entropy Pooling |
2014/01/26 - 11:15am |
Academic Paper |
Entropy Pooling, Machine Learning, Black-Litterman, Fuzzy Membership, Mahalanobis Distance, Gaussian Kernel, Crisp Conditioning, Exponential Decay, Kernel Smoothing |

Predictive Modeling with Social Networks Tutorial |
2014/01/25 - 10:56am |
Slides |
Predictive Modeling, Predictive Analytics, Social Networks, Collective Classification, Collective Inference |

Classification in Networked Data |
2014/01/25 - 10:50am |
Academic Paper |
Classification, Networked Data, NetKit, Relational Learning, Network Learning, Collective Inference, Collective Classification, Probabilistic Relational Models, Network Analysis |

Machine Learning and Algorithmic Trading In Fixed Income Markets |
2014/01/25 - 10:38am |
Academic Paper |
Machine Learning, Algorithms, Trading, Finance |

Artificial Neural Networks for Beginners |
2014/01/25 - 10:35am |
External Course |
Artificial Neural Networks, Neural Networks, Networks, Backpropagation Algorithm, Algorithm, Parallel Distributed Processing |

Machine Learning for Portolio Optimization: A Novel Algorithmic Trading Framework |
2014/01/25 - 10:30am |
Academic Paper |
Algorithm, Machine Learning, Finance, Trading, Portolio Optimization, Automated Trading System, Support Vector Machines, Artificial Neural Networks |

PlusCal Algorithm Language |
2014/01/24 - 11:23am |
Academic Paper |
Algorithm, PlusCal, TLA+, Fast Mutual Exclusion Algorithm, Distributed Message-passing Algorithm, Alternating Bit Protocol |

Real-Time Analytical Processing (RTAP) using Spark Stack |
2014/01/23 - 11:25pm |
Video |
Real-time Analytical Processing, Spark, Big Data, Streaming |

Administering Spark |
2014/01/23 - 11:20pm |
Video |
Spark, Big Data Infrastructure, Streaming |

Using Spark and Shark for Fast Cycle Analysis on Diverse Data |
2014/01/23 - 11:18pm |
Video |
Spark, Shark, Fast Cycle Analysis, Big Data Infrastructure, Streaming |

Spark Integration Into Enterprise Big Data Stack |
2014/01/23 - 11:14pm |
Video |
Spark, Big Data, Big Data Infrastructure, Streaming |

Real-time Big Data Processing with Spark Streaming |
2014/01/23 - 11:10pm |
Video |
Real-Time, Data Processing, Spark, Streaming, Big Data |

Bayesian Statistics Tutorial using Python |
2014/01/23 - 6:40pm |
Video |
Bayesian, Statistics, Python, Bayesian Classifiers |

Causal Entropic Forces |
2014/01/23 - 10:10am |
Academic Paper |
Entropic Forces, Machine Learning, Intelligence, Entropy Maximization, Entropy, Adaptive Behavior |

Networking Faster Than Light |
2014/01/22 - 7:02pm |
Video |
Virtual Worlds, Currency Exchanges, Telepresence, Remote Surgery |

An Equation for Intelligence |
2014/01/22 - 6:57pm |
Video |
Machine Learning, Machine Intelligence, Artificial Intelligence |

Quantitative Legal Prediction |
2014/01/20 - 11:17am |
Academic Paper |
Legal Services, Predictive Analytics, e-Discovery, Legal Prediction |