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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)

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

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

Making Consumer Credit Data from Equifax® Informative For Individual Assets

Making Consumer Credit Data from Equifax® Informative For Individual Assets

January 21, 2020 | Alternative Data, Data Provider, Data Science, Quantitative Investing, Time Series Data, Webinar Videos,

 Erez Katz, Lucena Research CEO and Co-founder On 2/20 join Erez Katz and Peter McGinnis of Equifax for a webinar. Erez and Pete will dive into the research process for using anonymized consumer credit data. Equifax teamed up with Lucena…

Creating a Multi-Strategy Fund Using Big Data and Machine Learning

Creating a Multi-Strategy Fund Using Big Data and Machine Learning

December 23, 2019 | Ai Driven Investment Strategies, Alternative Data, Model Portfolios, QuantDesk,

Erez Katz, CEO and Co-founder of Lucena Research In order to create a diversified portfolio, our team combined five uncorrelated, best of breed strategies into a single fund named: The Fabulous 5.

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, Big Data, Data Provider, Machine Learning, Model Portfolios, Quantitative Analysis, Time Series Data,

Erez Katz, Lucena Research CEO and Co-founder Lucena teamed up with Equifax® to create predictive signals derived from consumer credit analysis for actionable investment deliverables.

Stock Forecasting with Transformer Architecture and Attention Mechanism

Stock Forecasting with Transformer Architecture and 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 In our stock forecasting research, our goal is to identify meaningful patterns within a noisy construct of time series data.

Mitigating Risk for Event-Driven Investing

Mitigating Risk for Event-Driven Investing

November 4, 2019 | Ai Driven Investment Strategies, Alternative Data, Event Analyzer, Hedger, QuantDesk, Time Series Data,

Erez Katz, Lucena Research CEO and Co-founder As data and information become more accessible, the market has become more efficient. Consequently, the required lead time for event-driven investing has also grown longer. In other words, investors are seeking early entry…

Cracking the Code: Applying Alternative Data to Investment

Cracking the Code: Applying Alternative Data to Investment

October 2, 2019 | Ai Driven Investment Strategies, Alternative Data, Data Provider, DQE, Erez Katz, Webinar Videos,

Erez Katz, Lucena Research CEO and Co-founder On Sept. 26th Lucena Research hosted a panel event for data providers and investment professionals to discuss alternative data for investment. Watch the panel discussion with Q&A here.

Using Big Data to Forecast KPI

Using Big Data to Forecast KPI

September 16, 2019 | Ai Driven Investment Strategies, Alternative Data, Big Data, Model Portfolios, Predictive Analytics,

Erez Katz, Lucena Research CEO and Co-founder During our panel event in NY I referenced how deploying big data in a consumable and actionable format is a critical need for most investment professionals. In order to serve this need, our team has…

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 Here I’d like to touch on some of the main points that motivated us to explore CapsNet.

New Enterprise Level Portfolio Construction and Execution Services

New Enterprise Level Portfolio Construction and Execution Services

August 12, 2019 | Ai Driven Investment Strategies, Alternative Data, Erez Katz, Predictive Analytics, Press Release, QuantDesk,

Atlanta, GA Lucena Research and Data Capital Management announced they are collaborating to bring to market AI-based portfolio construction and execution services. “We’re excited to partner with experts in portfolio construction and management. Together, we present unique offerings, that package data science, machine…

Perpetually Monitored Strategies derived from Alternative Data and AI

Perpetually Monitored Strategies derived from Alternative Data and AI

July 30, 2019 | Ai Driven Investment Strategies, Alternative Data, Event Analyzer, Hedger, Investment Strategies, Long and Short Strategies, Model Portfolios, Portfolio Optimization, Strategy, Tiebreaker,

Erez Katz, Lucena Research CEO and Co-founder At Lucena, we connect investment professionals with actionable and validated alternative data. Over the past two years, we’ve added new datasets to our list of validated data partners. To further advance the reliability…

Repurposing Alternative Data for Various Investment Paradigms

Repurposing Alternative Data for Various Investment Paradigms

July 23, 2019 | Ai Driven Investment Strategies, Alternative Data, Big Data, DAS, Data Analytics Suite, Data Provider, Data Qualification Engine, Data Validation, Model Portfolios,

Erez Katz, CEO and Co-founder Lucena Research A review of current challenges with alt data adoption and how to overcome them. With our data providers, we are able to provide empirical evidence of the underlying data’s predictive value. Value is…

Cognovi Labs Partners with Lucena Research to Forecast KPIs and Tradable Assets

Cognovi Labs Partners with Lucena Research to Forecast KPIs and Tradable Assets

July 16, 2019 | Alternative Data, DAS, Data Provider, Erez Katz, Predictive Analytics, Press Release,

Atlanta, GA Cognovi Labs, the leading provider of AI-extracted consumer emotions and behavioral insights, joins the list of Lucena Research data providers. Today, the two companies announced they have partnered to bring new signal-based data offerings to the financial markets.…

Consumer Emotion Signals for Forecasting Tradable Assets

Consumer Emotion Signals for Forecasting Tradable Assets

May 27, 2019 | Ai Driven Investment Strategies, Alternative Data, Data Analytics Suite, Data Provider, Data Science, Data Validation, Machine Learning, Predictive Analytics, Stock Prices,

 An Interview with Cognovi Labs How consumer behavior can provide signals for forecasting tradable assets. Announcing a new partnership with Cognovi Labs, a leader in consumer behavioral science powered by AI.

Forecasting KPI: Using ML and Big Data for Investment Decisions

Forecasting KPI: Using ML and Big Data for Investment Decisions

May 21, 2019 | Ai Driven Investment Strategies, Alternative Data, Big Data, Company Blog, Data Analytics Suite, Data Provider, Data Science, Data Validation, Event Analyzer, Forecasting, Investment Strategies, Long and Short Strategies, Machine Learning, Model Portfolios, Portfolio Optimization, Predictive Analytics, QuantDesk,

Erez Katz, CEO and Co-founder For us at Lucena, applying machine learning to the financial markets has taken an interesting turn in recent years. In theory, fitting a model to historical time series data and forecasting a KPI should be similar to how…

Trending Topics in Alt Data and Machine Learning for Investment

Trending Topics in Alt Data and Machine Learning for Investment

May 7, 2019 | Ai Driven Investment Strategies, Alternative Data, Big Data, Company Blog, Data Analytics Suite, Data Provider, Data Science, Data Validation, Forecasting, Investment Strategies, Long and Short Strategies, Machine Learning, Model Portfolios, Portfolio Optimization, Predictive Analytics, Webinar Videos,

Webinar Overview On June 13th we will host a webinar dedicated to an open Q&A surrounding trending topics in Alt Data, Machine Learning, and Data Science for Finance. An emerging and rapidly evolving technical domain can cause great confusion and…

Testing Multi-Factor Models in QuantDesk

Testing Multi-Factor Models in QuantDesk

April 23, 2019 | Ai Driven Investment Strategies, Alternative Data, Backtest, Big Data, Company Blog, Data Analytics Suite, Data Matching Engine, Data Qualification Engine, Data Validation, Investment Strategies, Long and Short Strategies, Machine Learning, Model Portfolios, QuantDesk,

Jonathan Moreland, Director of Research, InsiderInsights.com Jonathan Moreland discusses how Insider Intelligence has been proven most valuable using QuantDesk‘s multi-factor model.

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