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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…

Mean Reversion: Identify and forecast stocks before they move

Mean Reversion: Identify and forecast stocks before they move

October 14, 2019 | Ai Driven Investment Strategies, Event Analyzer, QuantDesk,

Erez Katz, Lucena Research CEO and Co-founder   How to use mean reversion to forecast constituents on the verge of moving below or above their peers.

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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…

Murky Outlook for Oil

Murky Outlook for Oil

August 12, 2019 | Ai Driven Investment Strategies, Erez Katz, Event Analyzer, Hedger, Long and Short Strategies, Model Portfolios, Portfolio Optimization, Quantitative Investing, Strategy, Time Series Data,

Erez Katz, Lucena Research CEO and Co-founder Oil Volatility: How to Identify a Statistical Arbitrage Opportunity Opposing forces are holding oil prices in a tight range and delicate balance. Excessive US production and oversupply is countered by growing demand. Add…

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…

Capsule Networks: Next Gen Deep Learning Computer Vision for Stock Forecasting​

Capsule Networks: Next Gen Deep Learning Computer Vision for Stock Forecasting​

July 15, 2019 | Ai Driven Investment Strategies, 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 Capsule Networks are a fascinating, relatively new technology for image classification. Compared to CNNs, capsule networks have many benefits and phenomenal potential for image classification tasks, specifically time series forecasting.

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.

Live Portfolios From Alt Data

Live Portfolios From Alt Data

April 17, 2019 | Ai Driven Investment Strategies, Alternative Data, Backtest, Big Data, Company Blog, Data Analytics Suite, Data Provider, Data Science, Data Validation, Event Analyzer, Forecasting, Investment Strategies, Long and Short Strategies, Model Portfolios, Portfolio Optimization, Predictive Analytics, QuantDesk,

Alternative-Data-Based Long and Short Portfolios In Action Earlier this year we announced a partnership with Wall Street Horizon.  Our partnership will highlight how quality alternative data combined with predictive technology can benefit deploying successful investment signals.

How to fight the commoditization of Alt Data

How to fight the commoditization of Alt Data

April 9, 2019 | Ai Driven Investment Strategies, Alternative Data, Big Data, Company Blog, Data Analytics Suite, Data Matching Engine, Data Provider, Data Qualification Engine, Data Science, Data Validation, Investment Strategies, Long and Short Strategies, Machine Learning, Model Portfolios, Quantitative Analysis,

Erez Katz, CEO and Co-founder Lucena Research The challenge of prolonging alternative data relevancy is on many data provider’s mind. Increased competition, and wide distribution could quickly turn into alpha decay and commoditization.

A Quantamental Approach Using Labeling for Stock Trading

A Quantamental Approach Using Labeling for Stock Trading

March 27, 2019 | Ai Driven Investment Strategies, Company Blog, Data Science, Data Validation, Machine Learning, Predictive Analytics, Quantitative Analysis, Quantitative Investing,

One of our Quants, Tarun Bhatia, reviews Quantamental Investing and Labeling Techniques for ML in Finance.

Finding Tradable Signals in Alt Data

Finding Tradable Signals in Alt Data

March 20, 2019 | Ai Driven Investment Strategies, Alternative Data, Big Data, Company Blog, Data Provider, Data Validation, Long and Short Strategies,

Our new data vendor partner Wall Street Horizon joined us in NYC to host a panel discussion on finding tradable signals in alternative data. On Thursday March 14th, 2019 the Lucena Research team co-hosted a panel discussion with data partner…

Skepticism in the Alternative Data Revolution

Skepticism in the Alternative Data Revolution

March 13, 2019 | Ai Driven Investment Strategies, Alternative Data, Big Data, Company Blog, Data Analytics Suite, Data Science, Data Validation, Investment Strategies, Long and Short Strategies,

Erez Katz, CEO and Co-founder of Lucena Research Investment professionals are finally starting to integrate AI and alternative data into their investment approach. Many however are still cautious and seek additional empirical validation.

Feature Engineering for Trading: Art or Science?

Feature Engineering for Trading: Art or Science?

February 12, 2019 | Ai Driven Investment Strategies, Alternative Data, Backtest, Big Data, Company Blog, Data Analytics Suite, Data Provider, Data Qualification Engine, Data Science, Data Validation, Machine Learning, Model Portfolios, Quantitative Analysis,

Erez Katz, CEO and Co-founder Lucena Research How Feature Engineering Extracts Signals from Data for Trading Those of us who work with big data and the applications of deep learning are often conflicted where human intellect is applied. Utilizing feature…

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