by Mike Horia Teodorescu - Publications - Faculty & Research

02 Aug 2017
Working Paper Summaries

Machine Learning Methods for Strategy Research

26 Sep 2018
Working Paper Summaries

Shifting Centers of Gravity: Host Country versus Headquarters Influences on MNC Subsidiary Knowledge Inheritance

Keywords: by Prithwiraj Choudhury, Mike Horia Teodorescu, and Tarun Khanna

25 Oct 2017
Research & Ideas

Will Machine Learning Make You a Better Manager?

buy, how we talk, and even how we feel—and use that to make predictions about how we’ll act next. As the field of machine learning (ML) has become increasingly mainstream, says Harvard Business School doctoral student Mike Teodorescu, it... View Details

Keywords: by Michael Blanding; Information Technology

01 Sep 2023
News

Elevator Pitch: Standard of Care

Illustration by Drue Wagner Mike H. M. Teodorescu (DBA 2018) CEO, SurgiBox Dan Brown (DBA 2019) CFO Concept: Founded in the wake of Haiti’s 2010 earthquake, SurgiBox’s lead product is a portable operating room that fits into a backpack and runs on a rechargeable... View Details

Keywords: entrepreneurship; healthcare; surgery; Ukraine; Ambulatory Health Care Services; Health, Social Assistance

Article

A Collective Biological Processing Algorithm for EKG Signals

By: Mike Horia Teodorescu

We establish and explore an analogy between hunting by packs of agents and signal processing. We present a version of adaptive ‘Hunting Swarm’ algorithm (HSA), apply it to EKG signals, and investigate the influence of the model parameters on the filtering of stationary... View Details

Keywords: Artificial Intelligence; Technological Innovation; Health Care and Treatment

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2017
Working Paper

Machine Learning Methods for Strategy Research

By: Mike Horia Teodorescu

Numerous applications of machine learning have gained acceptance in the field of strategy and management research only during the last few years. Established uses span such diverse problems as strategic foreign investments, strategic resource allocation, systemic risk... View Details

Keywords: Machine Learning; Natural Language Processing; Classification; Decision Trees; Strategic Decisions; Strategy; Research; Information Technology

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2016
Working Paper

The Attenuating Effect of Banking Relationships on Credit Market Disruption

By: Stefan Dimitriadis and Mike Horia Teodorescu

This article examines how the relationship between banks and corporations moderates the effect of credit market disruptions. The 2008-09 financial crisis led to a dramatic restriction in the supply of credit to corporations via the syndicated loan market... View Details

Keywords: Banks and Banking; Relationships; Financial Markets; System Shocks; Banking Industry; United States

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2017
Working Paper

Knowledge Flows within Multinationals—Estimating Relative Influence of Headquarters and Host Context Using a Gravity Model

By: Prithwiraj Choudhury, Mike Horia Teodorescu and Tarun Khanna

From the perspective of a multinational subsidiary, we employ the classic gravity equation in economics to model and compare knowledge flows to the subsidiary from the MNC headquarters and from the host country context. We also generalize traditional economics gravity... View Details

Keywords: Multinationals; Knowledge Flows; Cosine Similarity; Gravity Model; Multinational Firms and Management; Knowledge Dissemination; Business Headquarters; Immigration

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Winners & Runners-Up | New Venture Competition

Teodorescu (DBA 2018) Alumni Track Crowd Favorite Safe surgery, any time, any place. Business Track, 2021 Concord Materials Robert Lane (MBA 2021) Anthony Valente (MBA 2022) Business Track Co-Winner Integrated materials management... View Details

2007
Chapter

Effects of Pseudo-Lensing and Pseudo-Dispersion in Curved Radiation Shields and Collimators: Effects on Measurements

By: Mike Horia Teodorescu

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2017
Working Paper

The Need for Speed: Effects of Uncertainty Reduction in Patenting

By: Mike Horia Teodorescu

Patents are essential in commerce to establish property rights for ideas and to give equal protection to firms that develop new technologies. Young firms especially depend on the protection of intellectual property to bring a product from concept to market. However,... View Details

Keywords: Startups; Natural Language Processing; Machine Learning; Patents; Business Startups; Risk and Uncertainty; Outcome or Result; Green Technology Industry

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Article

A Review of Swarm-Based 1D/2D Signal Processing

By: Mike Horia Teodorescu

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Article

Radiation Passive Shield Analysis and Design for Space Applications

By: Mike Horia Teodorescu and Al Globus

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18 Sep 2018
First Look

New Research and Ideas, September 18, 2018

working paper: https://www.hbs.edu/faculty/Pages/item.aspx?num=55004 Shifting Centers of Gravity: Host Country versus Headquarters Influences on MNC Subsidiary Knowledge Inheritance By: Choudhury, Prithwiraj, Mike View Details

Keywords: Dina Gerdeman

November, 2022
Article

Role of Context in Knowledge Flows: Host Country versus Headquarters as Sources of MNC Subsidiary Knowledge Inheritance

By: Mike Horia Teodorescu, Prithwiraj Choudhury and Tarun Khanna

We respond to calls in the strategy and international business literature for elucidating how multinational subsidiaries develop contextual intelligence in host countries and how they use the local context as a source of valuable opportunities for learning. Applying... View Details