Machine learning predictive model for industry 4.0

IS Candanedo, EH Nieves, SR González… - … in Organizations: 13th …, 2018 - Springer
Abstract In an Industry 4.0 environment, the data generated by sensors networks requires
machine learning and data analysis techniques. Thus, organizations face both new …

Development of CBR-BDI agents: a tourist guide application

JM Corchado, J Pavón, ES Corchado… - Advances in Case-Based …, 2004 - Springer
In this paper we present an agent-based application of a wireless tourist guide that
combines the Beliefs-Desires-Intentions approach with learning capabilities of Case Base …

Constructing deliberative agents with case‐based reasoning technology

JM Corchado, R Laza - International Journal of Intelligent …, 2003 - Wiley Online Library
This article shows how autonomous agents may be constructed with the help of case‐based
reasoning (CBR) systems. The advantages and disadvantages of deliberative agents are …

Multi-agent-based CBR recommender system for intelligent energy management in buildings

T Pinto, R Faia, M Navarro-Caceres… - IEEE Systems …, 2018 - ieeexplore.ieee.org
This paper proposes a novel case-based reasoning (CBR) recommender system for
intelligent energy management in buildings. The proposed approach recommends the …

Agent-based web engineering

JM Corchado, R Laza, L Borrajo, JC Yañez… - … Conference, ICWE 2003 …, 2003 - Springer
Technological evolution of the Internet world is fast and constant. Successful systems should
have the capacity to adapt to it and should be provided with mechanisms that allow them to …

Design of cooperative agents for mobile devices

JM Corchado, ES Corchado, MA Pellicer - … Design, Visualization, and …, 2004 - Springer
The paper presents an agent-based engineering system developed for mobile devices. The
proposed system has been used for constructing a wireless tourist guide application that …

Mobile tourist guide services with software agents

J Pavón, JM Corchado, JJ Gómez-Sanz… - … and Applications: First …, 2004 - Springer
Applications for mobile devices have some restrictions because of the limited capabilities
and heterogeneity of these devices. However, their communication capabilities allow the …

A machine learning platform for stock investment recommendation systems

E Hernández-Nieves, Á Bartolomé del Canto… - … Computing and Artificial …, 2021 - Springer
This research aims to create an investment recommendation system based on the extraction
of buy/sell signals from the results of technical analysis and prediction. In this case it focuses …

Hybrid multi-agent architecture as a real-time problem-solving model

C Carrascosa, J Bajo, V Julián, JM Corchado… - Expert Systems with …, 2008 - Elsevier
This paper presents a multi-agent architecture that facilitates the development of real-time
multi-agent systems based on the SIMBA approach. The approach allows the integration of …

Combining case-based reasoning systems and support vector regression to evaluate the atmosphere–ocean interaction

JF De Paz, J Bajo, A González, S Rodríguez… - … and information systems, 2012 - Springer
This work presents a system for automatically evaluating the interaction that exists between
the atmosphere and the ocean's surface. Monitoring and evaluating the ocean's carbon …