Browsing by Author "Parida, Vinit"
Now showing items 1-14 of 14
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A Scalable and Efficient Iterative Method for Copying Machine Learning Classifiers
Statuto, Nahuel Norberto; Unceta, Irene; Nin, Jordi; Parida, Vinit (Journal of Machine Learning Research, 2023)Differential replication through copying refers to the process of replicating the decision behavior of a machine learning model using another model that possesses enhanced features and attributes. This ... -
Consistency and identifiability of football teams: a network science perspective
Garrido, David; R. Antequera, Daniel; Parida, Vinit; López del Campo, R.; Resta Serra, R.; Jos Vielcazat, S.; Parida, Vinit (Scientific Reports, 2020)We investigated the ability of football teams to develop a particular playing style by looking at their passing patterns. Using the information contained in the pass sequences during matches, we constructed ... -
Copying Machine Learning Classifiers
Unceta, Irene; Nin, Jordi; Parida, Vinit (IEEE Access, 2020)We study copying of machine learning classifiers, an agnostic technique to replicate the decision behavior of any classifier. We develop the theory behind the problem of copying, highlighting its ... -
Defining a historic football team: Using Network Science to analyze Guardiola’s F.C. Barcelona
Buldú, Javier; Parida, Vinit; Echegoyen, I.; Seirul.lo, F. (Scientific Reports, 2019)The application of Network Science to social systems has introduced new methodologies to analyze classical problems such as the emergence of epidemics, the arousal of cooperation between individuals or ... -
Differential Replication for Credit Scoring in Regulated Environments
Unceta, Irene; Nin, Jordi; Parida, Vinit (Entropy, 2021)Differential replication is a method to adapt existing machine learning solutions to the demands of highly regulated environments by reusing knowledge from one generation to the next. Copying is a ... -
Effectiveness-equity tradeoffs in enforcing exclusionary supply chain policies: Lessons from the Amazonian cattle sector
Cammelli, Federico; Levy, Samuel A.; Grabs, Janina; Valentim, Judson; Parida, Vinit (Journal of Cleaner Production, 2022)To address ongoing deforestation for global food commodities production, companies and governments have adopted a range of forest-focused supply chain policies. In the Brazilian Amazon, these policies ... -
Environmental Adaptation and Differential Replication in Machine Learning
Unceta, Irene; Nin, Jordi; Parida, Vinit (Entropy, 2020)When deployed in the wild, machine learning models are usually confronted with an environment that imposes severe constraints. As this environment evolves, so do these constraints. As a result, the ... -
Goal-Based Private Sustainability Governance and Its Paradoxes in the Indonesian Palm Oil Sector
Parida, Vinit; Grabs, Janina (Journal of Business Ethics, 2023)In response to stakeholder pressure, companies increasingly make ambitious forward-looking sustainability commitments. They then draw on corporate policies with varying degrees of alignment to disseminate ... -
How Can Large Manufacturers Digitalize Their Business Models? A Framework for Orchestrating Industrial Ecosystems
Sjödin, David; Parida, Vinit; Visnjic, Ivanka (California Management Review, 2022)For manufacturers, remaining competitive depends on their ability to digitalize their business models (i.e., offer digital and digitally enhanced products and services). To achieve this, they must engage ... -
Influencia del neuromarketing en la percepción de carteles publicitarios: factores determinantes en la atención
Fondevila-Gascón, Joan-Francesc; Gutiérrez-Aragón, Óscar; Vidal Portés, Eduard; Parida, Vinit (Grafica. Documents de disseny gràfic, vol. 11, núm. 22, 2023, 2023-03-15)El neuromarketing pretende ahondar en la mente del consumidor. El objetivo de esta investigación es determinar la fiabilidad y precisión del neuromarketing para realizar campañas y valorar emociones. ... -
Orchestrating industrial ecosystem in circular economy: A two-stage transformation model for large manufacturing companies
Parida, Vinit; Burström, Thommie; Visnjic, Ivanka; Wincent, Joakim (Journal of Business Research, 2019)Making the transition to a circular economy is an important goal for society and individual companies, particularly in resource-intensive manufacturing industries. Yet the complexity and interdependencies ... -
Revenue models for digital services in the railway industry: A framework for choosing the right revenue model
Tabares, Sabrina; Parida, Vinit; Visnjic, Ivanka (Journal of Business Research, 2023)While digital servitization provides manufacturing companies with the potential to earn additional revenues in the transition process from physical to digital offerings, the implementation of adequate ... -
Spatial and Temporal Entropies in the Spanish Football League: A Network Science Perspective
Martínez, Johann H.; Herrera Diestra, Jose; Sevilla-Escoboza, Jesus Ricardo; Parida, Vinit; Busquets Carretero, Xavier; Garrido, David (Entropy, 2020)We quantified the spatial and temporal entropy related to football teams and their players by means of a pass-based interaction. First, we calculated the spatial entropy associated to the positions of ... -
Value Creation and Value Capture Alignment in Business Model Innovation: A Process View on Outcome-Based Business Models
Sjödin, David; Jovanovic, Marin; Visnjic, Ivanka; Parida, Vinit (Journal of Product Innovation Management, 2020)Industrial manufacturers are innovating their business models by shifting from selling products to selling outcome-based services, where the provider (manufacturer) guarantees to deliver the performance ...