MET: Scholarly Works

Mathematical foundation for ensemble machine learning and ensemble portfolio analysis

Pinsky, Eugene (2019-07-11)

A bi-directional adversarial explainability for decision support

Goldberg, Saveli; Pinsky, Eugene; Galitsky, Boris (2021-02-20)

In this paper we present an approach to creating Bi-directional Decision Support System (DSS) as an intermediary between an expert (U) and a machine learning (ML) system for choosing an optimal solution. As a first step, ...

Stock price reactivity to earnings announcements: the role of the Cammer/Krogman factors

Villanueva, O. Miguel; Feinstein, Steven

The stock characteristics often used in securities litigation to assess market efficiency are dispositive indicators of reactivity to earnings announcements. Stocks with large capitalization, high trading volume, broad ...

A large peptidome dataset improves HLA class I epitope prediction across most of the human population

Sarkizova, Siranush; Klaeger, Susan; Le, Phuong M.; Li, Letitia W.; Oliveira, Giacomo; Keshishian, Hasmik; Hartigan, Christina R.; Zhang, Wandi; Braun, David A.; Ligon, Keith L.; Bachireddy, Pavan; Zervantonakis, Ioannis K.; Rosenbluth, Jennifer M.; Ouspenskaia, Tamara; Law, Travis; Justesen, Sune; Stevens, Jonathan; Lane, William J.; Eisenhaure, Thomas; Lan Zhang, Guang; Clauser, Karl R.; Hacohen, Nir; Carr, Steven A.; Wu, Catherine J.; Keskin, Derin B. (2020-02)

Prediction of HLA epitopes is important for the development of cancer immunotherapies and vaccines. However, current prediction algorithms have limited predictive power, in part because they were not trained on high-quality ...

Lusophone-African multinational enterprises internationalization mode: a case analysis of Angolan and Mozambican enterprises

Goncalves, Marcus (2017-05-12)

Several internationalization theories have been developed over the past few decades that have made significant contributions in explaining the enterprise internationalization and their mode of entry strategy. It has been ...

Internationalization strategies of frontier Lusophone-African multinational enterprises: comparative case studies of Angola and Mozambique

Goncalves, Marcus; Cornelius Smith, Erika (Informa UK Limited, 2017-07-03)

Internationalization theories suggest that enterprises from emerging and frontier markets will adopt different entry modes than those in advanced economies. There are very few studies to date, however, examining the process ...