Resources

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

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