Alex Gilgur

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http://alexonsimanddata.blogspot.com Data Analyst heavily experienced in Software Development, with strengths in Applied Mathematics, Operations Research, Predictive Analytics, and Machine Learning, interested in applying mathematical methods to predictive analytics; financial and business analysis; analysis of human individual and social behavior, as well as business analytics. Hands-on domain knowledge of IT / Web, Airspace, Storage, Chemical and Semiconductor industries; Statistical Process Control; Automatic Control Systems; Capacity Planning and Performance Analysis. Special interest in the Business Intelligence domain. Strong expertise in system design and analysis for Perf...

regression #machinelearning #socialscience analysis mobility machine learning media analysis data mining research unhappiness #timeseries #forecasting #workload #cmgimpact predictive analytics modeling statistical process control quantile regression forecasting capacity planning spc non-gaussian nonstationary nonparametric sixsigma predictive correlation quantile monte-carlo; network; capacity; analytics

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About

Alex Gilgur

Presentations

Monte carlo and network cmg'14

CSP2014 Predictive SPC

CMG15 Session 525

Time Series Forecasting Modeling CMG12

Data Science and Predictive SPC

Performance OR Capacity #CMGimPACt2016

The Curse of P90

Measuring Community Resilience: a Bayesian Approach CESUN2018

Erlang capacity for_connections_cmg_1907

Informs2019 machine learning and data mining in identification of unhappy communities

Informs2020 using machine learning to identify the factors of people's mobility

INFORMS 2021 Social cohesion and emotion analysis of media during 2020 wildfires a case study

Likes

Forecasting time series for business and operations data: A tutorial

Deseasonalizing Forecasts

Machine Learning by Analogy