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 |
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 |
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 |
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 |
Quantifying Trading Behavior in Financial Markets Using Google Trends |
2014/01/20 - 10:29pm |
Academic Paper |
Data Science, Big Data, Financial Markets, Predictive Analytics, Search Volume, Data Mining, Google Trends, Computational Social Science, Digital Traces, Dow Jones Industrial Average |
Model Selection Using Database Characteristics: Developing a Classification Tree for Longitudinal Incidence Data |
2014/01/20 - 10:20pm |
Academic Paper |
Data Science, Business Intelligence, Model Selection, Machine Learning, Classification Tree, Posterior Predictive Model Checking, Hidden Markov Models, Hierarchical Bayesian Methods, Random Forests, Forecasting |
Quantitative Legal Prediction |
2014/01/20 - 11:17am |
Academic Paper |
Legal Services, Predictive Analytics, e-Discovery, Legal Prediction |
Study: Big Data Investment, Skills, and Firm Value |
2014/01/19 - 11:08am |
Academic Paper |
ROI, Big Data Investment, Skills, Firm Value, Big Data, Data Science |
Measuring Business Impacts of Effective Data |
2014/01/19 - 11:05am |
White Paper |
ROI, Big Data, Data Science, Marketing, Sales |
Marketing ROI in Era of Big Data |
2014/01/19 - 11:02am |
Academic Paper |
Marketing, ROI, Big Data, Data Science |
Maximizing the Impact and Effectiveness of HR Analytics to Drive Business Outcomes |
2014/01/19 - 10:53am |
Academic Paper |
HR Analytics, Human Resources, Data Science, Big Data |
Transparent Predictions |
2014/01/18 - 12:01pm |
Academic Paper |
Prediction, Predictive Analytics, Predictive Modeling, Data Mining, Law, Privacy, Regulation |
Algorithmic Progress in Six Domains |
2014/01/17 - 9:58am |
Academic Paper |
Algorithm, Machine Learning, Boolean Satisfiability, Artificial Intelligence |
Building Brains to Understand the World's Data |
2014/01/17 - 9:54am |
Video |
Machine Learning, Brain, Artificial Intelligence |
Mechanization of Causal Inference: A "mini" Turing Test and Beyond |
2014/01/17 - 9:47am |
Video |
Causal Inference, Turing Test |
Efficient Analysis of Probabilistic Programs with an Unbounded Counter |
2014/01/16 - 7:15pm |
Academic Paper |
Machine Learning, Probabilistic Programs, Unbounded Counter, Probabilistic Logic |
Random Forest & Decision Trees using R |
2014/01/16 - 7:10pm |
Slides |
Random Forests, Decision Trees, R Language |
Decisive Markov Chains |
2014/01/15 - 10:43am |
Academic Paper |
Markov, Markov Chains, Decisive Markov Chains, Infinite Markov Chains, Verification, Model Checking, Probabilistic Lossy Channel Systems, Probabilistic Vector Addition Systems, Probabilistic Noisy Turing Machines |
Reversible Markov Chains |
2014/01/15 - 10:37am |
Academic Paper |
Markov, Markov Chains, Reversible Markov Chains |
Decision Theory - Language of Adaptive Agent Software |
2014/01/14 - 12:36pm |
Slides |
Decision Theory, Adaptive Agent Software |