Machine Learning

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Applying Newsfeed Sentiment for Algorithmic Investment

Applying Newsfeed Sentiment for Algorithmic Investment

January 25, 2021 | Ai Driven Investment Strategies, AI Driven Investment Strategies, Alternative Data, Model Portfolios, Algorithmic Investing, Alternative Data, Alternative Data, Model Portfolios, Machine Learning, Press Release, Press Release, Alternative Data, Press Release, Alternative Data, Data Provider,

By Erez Katz, CEO and Co-Founder of Lucena Research  In June of 2020, Lucena partnered with Benzinga to evaluate whether an AI approach to news feed sentiment is predictive for active investment.  It is widely agreed that news media is the most…

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A New Era For Model Portfolios Powered by Big Data & AI

A New Era For Model Portfolios Powered by Big Data & AI

January 19, 2021 | Ai Driven Investment Strategies, AI Driven Investment Strategies, Alternative Data, Model Portfolios, Algorithmic Investing, Alternative Data, Machine Learning, Press Release, Press Release, Alternative Data, Press Release, Alternative Data, Data Provider,

Authored by: Erez Katz

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The Art and Science Of Winning in Any Market Regime

The Art and Science Of Winning in Any Market Regime

December 13, 2020 | Ai Driven Investment Strategies, AI Driven Investment Strategies, Alternative Data, Model Portfolios, Algorithmic Investing, Alternative Data, Machine Learning, Press Release, Press Release, Alternative Data, Press Release, Alternative Data, Data Provider,

Authored by: Erez Katz

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Gold Futures Model Portfolio Powered By Pynk’s Crowd Intelligence Now Available For Licensing Exclusively From Lucena Research

Gold Futures Model Portfolio Powered By Pynk’s Crowd Intelligence Now Available For Licensing Exclusively From Lucena Research

August 13, 2020 | Alternative Data, Machine Learning, Press Release, Press Release, Alternative Data, Press Release, Alternative Data, Data Provider,

Portfolio outperforms benchmark by 5.31% in April through July, 2020  (strongest bull run for gold in decades) while boasting a Sharpe Ratio of  4.91 Thursday, August 13, 2020 (Atlanta, GA) — Lucena Research, a leading provider of investment decision support…

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Lucena Research, Benzinga Cater To Emerging Demand For Algorithmic, Machine Learning Insights

Lucena Research, Benzinga Cater To Emerging Demand For Algorithmic, Machine Learning Insights

July 14, 2020 | Algorithmic Investing, Alternative Data, Machine Learning, Predictive Analytics, Press Release, Press Release, Alternative Data, Press Release, Alternative Data, Data Provider,

We spoke to Benzinga about our recent partnership and our commitment to helping investors gain access to what has been traditionally a luxury of the few with a clear goal of helping investors gain access to scientifically-backed investment decisions. Read…

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Lucena Research Partners With Benzinga Over Newsfeed Sentiment Analysis

Lucena Research Partners With Benzinga Over Newsfeed Sentiment Analysis

June 30, 2020 | Alternative Data, Machine Learning, Press Release, Press Release, Alternative Data, Press Release, Alternative Data, Data Provider,

June 22, 2020 (Atlanta, GA) — Lucena Research, a leading provider of investment decision support technology, announced today that it has partnered with Benzinga over the integration of its real-time newswires and advanced analytics software in Lucena’s AI platform QuantDesk(r).…

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Unique Approach to Analysts Consensus Sentiment Utilizing Dynamic Machine Learning Training

Unique Approach to Analysts Consensus Sentiment Utilizing Dynamic Machine Learning Training

June 16, 2020 | Ai Driven Investment Strategies, Algorithmic Investing, Alternative Data, Analysts Consensus investing, Convolutional Neural Networks, Deep Learning, Machine Learning, Model Portfolios, Neural Networks, Stock Forecasting, Time Series Data,

Authored by: Erez Katz

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Mobilizing Alternative Data to Capitalize on the Unique Opportunities the Covid-19 Crisis Presents

Mobilizing Alternative Data to Capitalize on the Unique Opportunities the Covid-19 Crisis Presents

May 18, 2020 | Ai Driven Investment Strategies, Algorithmic Investing, Alternative Data, Convolutional Neural Networks, Deep Learning, Machine Learning, Neural Networks, Stock Forecasting, Time Series Data,

Authored by: Erez Katz

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Winning Strategies In a High-Volatility Environment How Hedge-Funds are Making a Killing While Others are Losing Their Shirts

Winning Strategies In a High-Volatility Environment How Hedge-Funds are Making a Killing While Others are Losing Their Shirts

April 20, 2020 | Ai Driven Investment Strategies, Algorithmic Investing, Alternative Data, Convolutional Neural Networks, Deep Learning, Machine Learning, Neural Networks, Stock Forecasting, Time Series Data,

Authored by: Erez Katz

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The Science Behind Stop-Loss & Target Gain – Learn When to Exit a Position

The Science Behind Stop-Loss & Target Gain – Learn When to Exit a Position

March 20, 2020 | Ai Driven Investment Strategies, Algorithmic Investing, Alternative Data, Convolutional Neural Networks, Deep Learning, Machine Learning, Neural Networks, Stock Forecasting, Time Series Data,

Co-Authored by: Erez M. Katz (CEO & Co-Founder) and Stuart Colianni (Quant)

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Selecting Features with Permutation Importance

Selecting Features with Permutation Importance

March 2, 2020 | Ai Driven Investment Strategies, Algorithmic Investing, Alternative Data, Convolutional Neural Networks, Deep Learning, Machine Learning, Neural Networks, Stock Forecasting, Time Series Data,

Authored by: Stuart Colianni / Quantitative Analyst @ Lucena Research.

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A Dynamic Labeling Approach for Financial Assets Forecasting

A Dynamic Labeling Approach for Financial Assets Forecasting

February 26, 2020 | Ai Driven Investment Strategies, Algorithmic Investing, Alternative Data, Convolutional Neural Networks, Deep Learning, Machine Learning, Neural Networks, Stock Forecasting, Time Series Data,

Authored by: Tarun Bhatia, Stuart Colianni, Taylor Korf, and Erez Katz

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Clustering for more effective model training

Clustering for more effective model training

February 26, 2020 | Ai Driven Investment Strategies, Algorithmic Investing, Alternative Data, Convolutional Neural Networks, Deep Learning, Machine Learning, Neural Networks, Stock Forecasting, Time Series Data,

Stuart Colianni, Quantitative Researcher at Lucena Research

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Lucena Research and Equifax to Deliver Consumer Credit Data Offerings

Lucena Research and Equifax to Deliver Consumer Credit Data Offerings

December 2, 2019 | Ai Driven Investment Strategies, Alternative Data, Machine Learning, Quantitative Analysis, Time Series Data,

Erez Katz, Lucena Research CEO and Co-founder

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Stock Forecasting with Transformer Architecture & Attention Mechanism

Stock Forecasting with Transformer Architecture & Attention Mechanism

November 18, 2019 | Ai Driven Investment Strategies, Alternative Data, Machine Learning, Quantitative Analysis, Time Series Data,

Erez Katz, Lucena Research CEO and Co-founder

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Capsule Networks or CNNs: Which is best for stock predictions?

Capsule Networks or CNNs: Which is best for stock predictions?

September 4, 2019 | Ai Driven Investment Strategies, Alternative Data, Machine Learning, Neural Networks, Predictive Analytics, Quantitative Investing, Time Series Data,

Erez Katz, Lucena Research CEO and Co-founder

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Capsule Networks: Deep Learning Computer Vision for Stock Forecasting​

Capsule Networks: Deep Learning Computer Vision for Stock Forecasting​

July 15, 2019 | Convolutional Neural Networks, Data Science, Deep Learning, Machine Learning, Neural Networks, Predictive Analytics, Quantitative Analysis, Quantitative Investing, Stock Forecasting, Time Series Data,

Erez Katz, CEO and Co-founder of Lucena Research

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Forecasting KPI: Using Machine Learning and Big Data for Investment

Forecasting KPI: Using Machine Learning and Big Data for Investment

May 21, 2019 | Ai Driven Investment Strategies, Alternative Data, Company Blog, Machine Learning, Model Portfolios, Predictive Analytics,

Erez Katz, CEO and Co-founder

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Why You Should Be Using A Genetic Algorithm for Feature Selection

Why You Should Be Using A Genetic Algorithm for Feature Selection

January 18, 2019 | Ai Driven Investment Strategies, Machine Learning, Quantitative Investing,

Erez Katz, CEO and Co-founder of Lucena Research

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Are you applying data science before investment research?

Are you applying data science before investment research?

January 17, 2019 | Alternative Data, Data Science, Data Validation, Machine Learning,

 Erez Katz, CEO and Co-founder of Lucena Research.

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