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(363)
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- Research (193)
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- Faculty Publications (154)
Show Results For
- All HBS Web
(363)
- People (2)
- News (59)
- Research (193)
- Multimedia (4)
- Faculty Publications (154)
- Article
Multivariate Unsupervised Machine Learning for Anomaly Detection in Enterprise Applications
By: Daniel Elsner, Pouya Aleatrati Khosroshahi, Alan MacCormack and Robert Lagerström
Existing application performance management (APM) solutions lack robust anomaly detection capabilities and root cause analysis techniques that do not require manual efforts and domain knowledge. In this paper, we develop a density-based unsupervised machine learning... View Details
Keywords: Big Data; Data Science And Analytics Management; Governance And Compliance; Organizational Systems And Technology; Anomaly Detection; Application Performance Management; Machine Learning; Enterprise Architecture; Analytics and Data Science
Elsner, Daniel, Pouya Aleatrati Khosroshahi, Alan MacCormack, and Robert Lagerström. "Multivariate Unsupervised Machine Learning for Anomaly Detection in Enterprise Applications." Proceedings of the Hawaii International Conference on System Sciences 52nd (2019): 5827–5836.
- March 2024
- Teaching Note
Teaching Note: Transforming a Region: Gothenburg's path from Shipyards to E-Mobility
By: Christian H.M. Ketels and Orjan Solvell
This TN provides guidance on how to leverage the case on Gothenburg's economic evolution and the role of the regional economic development agency in this process. Gothenburg is an old industrial city that has been hit by a number of deep shocks in its history. Its core... View Details
- October 1993 (Revised November 1994)
- Case
Michigan Manufacturing Corp.: The Pontiac Plant--1988
By: Clayton M. Christensen
Michigan Manufacturing is a broad-line maker of components for the automotive industry. It has developed a network of nine plants as its product line has grown. Newer, higher-volume products tend to be made in newer, focused, high-volume plants, while older product... View Details
Keywords: Cost Accounting; Factories, Labs, and Plants; Profit; Brands and Branding; Mission and Purpose; Networks; Auto Industry; Manufacturing Industry
Christensen, Clayton M. "Michigan Manufacturing Corp.: The Pontiac Plant--1988." Harvard Business School Case 694-051, October 1993. (Revised November 1994.)
- June 2015 (Revised August 2016)
- Case
Apple's Future: Apple Watch, Apple TV, and/or Apple Car?
By: David B. Yoffie and Eric Baldwin
In 2015, Apple CEO Tim Cook knew that Apple, despite its phenomenal success, needed to continue to innovate in new product areas in order to continue its momentum into the future. This case explores three new (actual or potential) product offerings from Apple: the... View Details
Keywords: Strategy; Electronics; Innovation; Technology; Technological Innovation; Competitive Strategy; Corporate Strategy; Emerging Markets; Growth and Development Strategy; Computer Industry; Retail Industry; Electronics Industry
Yoffie, David B., and Eric Baldwin. "Apple's Future: Apple Watch, Apple TV, and/or Apple Car?" Harvard Business School Case 716-401, June 2015. (Revised August 2016.)
- 27 Apr 2021
- Blog Post
There Are No HBS People, Just People Who Happen to Go to HBS
train to meet her husband who had locked in a job in the automotive industry. She eventually was subjected to domestic abuse and did one of bravest acts a Black woman in the 1950s with six children could do: she left. As a... View Details
- March 1998
- Case
Bumper Acquisition (A2), A: Confidential Information for Medallion Capital, Inc.
By: James K. Sebenius and David T. Kotchen
Located in Mundelein, IL, Thermo-Impact, Inc. is a rapidly growing, private firm that manufactures automotive bumpers. In 1995, a number of large automotive supply companies and a private equity investment firm offer to buy Thermo-Impact. The cases in this series focus... View Details
Keywords: Private Equity; Valuation; Negotiation Participants; Decision Making; Negotiation Process; Entrepreneurship; Negotiation Offer; Acquisition; Manufacturing Industry; Auto Industry; Illinois
Sebenius, James K., and David T. Kotchen. "Bumper Acquisition (A2), A: Confidential Information for Medallion Capital, Inc." Harvard Business School Case 898-199, March 1998.
- February 2024
- Case
Doing Business in Ho Chi Minh City, Vietnam
By: Karen G. Mills, Allison H. Mnookin, Leonard A. Schlesinger, Shu Lin, Julianne Bliss and Morgane Herculano
Le Thi Thu Thuy, Vice Chairwoman of Vingroup, the largest private conglomerate in Vietnam, and Global CEO of VinFast, Vingroup’s automotive subsidiary established in 2017, was contemplating VinFast’s future strategy. Domestically, the EV market in Vietnam was in its... View Details
Keywords: Growth and Development Strategy; Business Conglomerates; Global Strategy; Emerging Markets; Business Strategy; Infrastructure; Competition; Auto Industry; Viet Nam
Mills, Karen G., Allison H. Mnookin, Leonard A. Schlesinger, Shu Lin, Julianne Bliss, and Morgane Herculano. "Doing Business in Ho Chi Minh City, Vietnam." Harvard Business School Case 324-096, February 2024.
- September 2015
- Case
Eco7: Launching a New Motor Oil
By: John Quelch and Sunru Yong
Aaron Jonnerson, vice president of marketing at the automotive division of Avellin, must make marketing mix decisions for the launch of Eco7, a new environmentally-friendly motor oil. The company's performance has been mediocre, shareholder pressure is increasing, and... View Details
Keywords: Distribution Channels; Environmental Sustainability; Product Launch; Transportation; Energy Sources; Auto Industry
Quelch, John, and Sunru Yong. "Eco7: Launching a New Motor Oil." Harvard Business School Brief Case 916-507, September 2015.
- June 2023 (Revised February 2024)
- Case
Betting on Green Steel
By: George Serafeim and Sofoklis Melissovas
'Betting on Green Steel' traces the innovative journey embarked upon by a group of MBA students who have set out to conceive a novel steelmaker that pioneers the production of green steel. The ensemble is confronted with a series of critical choices that will shape the... View Details
Keywords: Decarbonization; Sustainability Management; Technology; Industrialization; Climate Risk; Energy; Entrepreneurship; Environmental Sustainability; Technology Adoption; Climate Change; Innovation and Invention; Business Strategy; Family Business; Steel Industry; Middle East; India
Serafeim, George, and Sofoklis Melissovas. "Betting on Green Steel." Harvard Business School Case 123-101, June 2023. (Revised February 2024.)
- March 2003 (Revised August 2005)
- Case
Making SMaL Big: SMaL Camera Technologies
By: Clayton M. Christensen and Scott Duncan Anthony
SMaL Camera Technologies CEO Maurizio Arienzo was trying to decide what market opportunities SMaL should target. The company had developed a revolutionary imaging technology that powered small digital still and video cameras. Its first-generation product--a kit to... View Details
Keywords: Product Development; Decision Making; Disruptive Innovation; Market Entry and Exit; Electronics Industry; Computer Industry; Massachusetts
Christensen, Clayton M., and Scott Duncan Anthony. "Making SMaL Big: SMaL Camera Technologies." Harvard Business School Case 603-116, March 2003. (Revised August 2005.)
- January 2022 (Revised August 2022)
- Case
Geely SEA: New Electric Vehicle Platforms
By: Willy C. Shih and Shu Lin
Kent Bovellan, the Chief Engineer and Head of the Vehicle Architecture Center for Geely Holding, the Hangzhou, China headquartered global automotive group, was debating the platform choice for an upcoming "D" segment midsized battery electric vehicle (BEV). He had led... View Details
Keywords: Product Innovation; Product Architecture; Product Engineering; Platform Design; Platform Strategy; Information Infrastructure; Digital Platforms; Information Technology; Product Design; Product Development; Cost Management; Decision Making; Competitive Strategy; Industry Structures; Auto Industry; China; Sweden
Shih, Willy C., and Shu Lin. "Geely SEA: New Electric Vehicle Platforms." Harvard Business School Case 622-001, January 2022. (Revised August 2022.)
- February 2013 (Revised October 2013)
- Case
Investindustrial Exits Ducati
By: Francois Brochet and Karol Misztal
In early 2012, Investindustrial, a European private equity group, publicly announced their intention to sell their 76.7% stake in Ducati Motor Holding S.p.A., an iconic Italian producer of sport performance motorcycles. The decision followed a six-year turnaround... View Details
Keywords: Cost vs Benefits; Private Equity; Valuation; Investment Return; Brands and Branding; Financial Services Industry; Motorcycle Industry; Hong Kong; Italy
Brochet, Francois, and Karol Misztal. "Investindustrial Exits Ducati." Harvard Business School Case 113-058, February 2013. (Revised October 2013.)
- February 2010 (Revised September 2011)
- Case
Local Motors: Designed by the Crowd, Built by the Customer
By: Michael I. Norton and Jeremy Dann
In the wake of the meltdown among U.S. auto manufacturers in 2009, Jay Rogers, CEO of Local Motors, has a new approach for the automotive industry: decide which models are produced through online design competitions, and then allow customers to "build their own cars"... View Details
Keywords: Business Startups; Customer Focus and Relationships; Collaborative Innovation and Invention; Product Design; Product Development; Creativity; Social and Collaborative Networks; Customization and Personalization; Auto Industry; Manufacturing Industry; United States
Norton, Michael I., and Jeremy Dann. "Local Motors: Designed by the Crowd, Built by the Customer." Harvard Business School Case 510-062, February 2010. (Revised September 2011.)
- 19 Dec 2018
- News
When Your Moon Shots Don’t Take Off
- June 2014 (Revised January 2017)
- Supplement
YAAS's Service Center (C)
By: Brian Hall and Sara del Nido
This case is about a compensation change at an automotive service company in the Middle East. The case allows investigation and analysis of many issues related to compensation design and human resource management, and even change management. The focus of the case is... View Details
Keywords: Compensation; Emotions; Values; Human Resources; Labor; Negotiation; Organizations; Social Psychology; Value Creation; Motivation and Incentives; Auto Industry; Service Industry; Kuwait; Middle East
Hall, Brian, and Sara del Nido. "YAAS's Service Center (C)." Harvard Business School Supplement 914-051, June 2014. (Revised January 2017.)
- January 2015
- Case
Sergio Marchionne at Chrysler
By: Rob Kaplan and Bernardo Bertoldi
Chrysler recently exited from the bankruptcy process, with U.S. government support and with Sergio Marchionne as CEO. Now was the time to work out how to create synergies with FIAT, how to improve the current manufacturing, product, and distribution-network... View Details
Kaplan, Rob, and Bernardo Bertoldi. "Sergio Marchionne at Chrysler." Harvard Business School Case 415-045, January 2015.
- 23 Oct 2018
- News
How the U.S. Can Rebuild Its Capacity to Innovate
- June 2014 (Revised January 2017)
- Case
YAAS's Service Center
By: Brian Hall and Sara del Nido
This case is about a compensation change at an automotive service company in the Middle East. The case allows investigation and analysis of many issues related to compensation design and human resource management, and even change management. The focus of the case is... View Details
Keywords: Compensation; Emotions; Values; Compensation and Benefits; Human Resources; Labor; Negotiation; Organizations; Social Psychology; Value Creation; Motivation and Incentives; Auto Industry; Service Industry; Kuwait; Middle East
Hall, Brian, and Sara del Nido. "YAAS's Service Center." Harvard Business School Case 914-049, June 2014. (Revised January 2017.)
- November 2010 (Revised April 2011)
- Supplement
Magna International, Inc. (A) (CW)
By: Timothy A. Luehrman and Yuhai Xuan
Magna International, Inc., a Canadian-based automotive parts manufacturer, is considering whether and how to unwind its dual-class ownership structure. A family trust controlled by the founder owns a 0.65% economic interest in the company but has 66% of the votes via a... View Details
- August 1994 (Revised May 2001)
- Case
ITT Automotive: Global Manufacturing Strategy (1994)
By: Gary P. Pisano and Sharon L. Rossi
ITT Automotive is in the process of developing a new-generation antilock brake system (ABS), designated the MK-20. The case focuses on the level of automation to be used in the production of this new system, and whether all plants should use the same process... View Details
Keywords: Information Technology; Innovation Strategy; Production; Product Development; Globalized Firms and Management; Performance Productivity; Manufacturing Industry; Auto Industry; Belgium; Germany; United States
Pisano, Gary P., and Sharon L. Rossi. "ITT Automotive: Global Manufacturing Strategy (1994)." Harvard Business School Case 695-002, August 1994. (Revised May 2001.)