Resources

Agent-based Financial Markets - Matching Stylized Facts With Style 2014/02/12 - 10:06am Academic Paper Agent-based Model, Multi-Agent System, Finance, Computational Finance, Macroeconomics, Volatility, Excess Kurtosis, Conditional Heteroscedasticity
A Scheme for Automation of Telecom Data Processing for Business Application 2014/02/11 - 9:59am Academic Paper Big Data Infrastructure, Comma Separated value, CSV, Database Management System, Extract Transform and Loading, ETL, Parser, SQL Server Integration Service, SSIS
A Framework for Business Intelligence Application using Ontological Classification 2014/02/10 - 9:56am Academic Paper Data Science, Business Intelligence, Ontology, Classification, Datamining, Inverted Index, Ontology Tree Index
Neural correlates of the psychedelic state as determined by fMRI studies with psilocybin 2014/02/10 - 9:52am Academic Paper Brain, Brain Imaging, Neurons, Neuroscience, Default Mode Network, Hallucinogens, Serotonin, 5-HT2A Receptor, Neuropsychopharmacology, Functional MRI
A/B Tests and Online Controlled Experiments 2014/02/09 - 1:23pm Slides Data Science, A/B Tests, Online Controlled Experiments, Contolled Experiments, Experimentation
HyperLogLog - Analysis of a Near-optimal Cardinality Estimation Algorithm 2014/02/09 - 1:20pm Academic Paper Big Data Infrastructure, Logs, Cardinality Estimation Algorithm, Algorithms
Achieving Insights from Data and Analytics 2014/02/09 - 1:17pm White Paper Big Data, Survey, Business Intelligence, Data Science
Proactive Wrangling - Mixed-Initiative End-User Programming of Data Transformation Scripts 2014/02/09 - 1:14pm Academic Paper Data Transformation, Big Data Infrastructure, Data Cleaning, Data Analysis
Two-Dimensional Cellular Automata 2014/02/09 - 1:06pm Academic Paper Pattern Formation, Discrete Models, Dynamic Systems, Computational Theory, Two-Dimensional Cellular Automata
Geometry from a Time Series 2014/02/09 - 12:53pm Academic Paper Time Patterns, Delay Embedding Theorems, Time Series, Finance, Trading, Stocks, Takens Theorem, Chaos Theory, Chaotic Dynamical System
A MapReduce based distributed SVM algorithm for binary classification 2014/02/08 - 10:45am Academic Paper Algorithms, MapReduce, SVM Algorithm, Binary Classification, Support Vector Machine, Machine Learning, Cloud Computing
Mandelbrot Makes Sense - Theory of Misbehavior of Markets 2014/02/08 - 10:42am White Paper Mandelbrot, Finance, Fractal Geometry
Mandelbrot and the Stable Paretian Hypothesis 2014/02/08 - 10:35am Academic Paper Mandelbrot, Stable Paretian Hypothesis, Infinite Markov Chains, Quantitative Finance
Multifractal Model of Asset Returns 2014/02/08 - 10:33am Academic Paper Mandelbrot, Finance, Multifractal, Asset Returns, Long Tails, Levy-stable Distributions, Fractional Brownian Motion
Mandelbrot's Fractal Geometry 2014/02/08 - 10:29am Slides Mandelbrot, Fractal Geometry
The Mandelbrot Set and Associated Julia Sets 2014/02/08 - 10:26am Slides Mandelbrot, Mandelbrot Set, Julia Set, Parameter Plane
Approximation of mixed order Sobolev functions on the d-torus Asymptotics, preasymptotics and d-dependence 2014/02/08 - 10:10am Academic Paper Data Science, Approximation Numbers, Sobolev Spaces of Mixed Smoothness, Rate of Convergence, Preasymptotics, d-dependence, Quasi-polynomial Tractability
Finiteness of Variance Is Irrelevant in the Practice of Quantitative Finance 2014/02/08 - 10:05am Academic Paper Finance, Power Laws, Derivatives Theory, Trading, Data Science, Variance, Quantitative Finance, Finite Variance, Dynamic Hedging, Pareto-Lévy-Mandelbrot Stable Regime
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
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
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
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

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