Juan Carlos Corrales

ORCID

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 58

Top Venues

IEEE Access

ICCSA (2)

Int. J. Agric. Environ. Inf. Syst.

Sensors

Versailles Saint-Quentin-en-Yvelines University, France (PHD)

Education History

Versailles Saint-Quentin-en-Yvelines University, France

PHD

Publications

Julian Bolaños, Juan Carlos Corrales, Liseth Viviana Campo
Feasibility of Early Yield Prediction per Coffee Tree Based on Multispectral Aerial Imagery: Case of Arabica Coffee Crops in Cauca-Colombia. Remote. Sens. 15 (1) (2023)
Houssam Bazza, Sandro Bimonte, Julián Eduardo Plazas, Laure Moiroux-Arvis, Hassan Badir, Juan Carlos Corrales, Stefano Rizzi
Towards a UML Profile for Designing Smart IoT Data-Centric Applications. CAiSE Forum (2023)
Iván Darío López, José Fernando Grass, Apolinar Figueroa, Juan Carlos Corrales
A proposal for a multi-domain data fusion strategy in a climate-smart agriculture context. Int. Trans. Oper. Res. 30 (4) (2023)
Sandro Bimonte, Hassan Badir, Pietro Battistoni, Houssam Bazza, Amina Belhassena, Christophe Cariou, Gérard Chalhoub, Juan Carlos Corrales, Adrian Couvent, Jean Laneurit, Rim Moussa, Julián Eduardo Plazas, Monica Sebillo, Nicolas Tricot
Data-centric UML profile for agroecology applications: Agricultural autonomous robots monitoring case study. Comput. Sci. Inf. Syst. 20 (1) (2023)
Juan Felipe Valencia-Mosquera, David Griol, Mayra Solarte-Montoya, Cristhian Figueroa, Juan Carlos Corrales, David Camilo Corrales
A Qualitative Dataset for Coffee Bio-Aggressors Detection Based on the Ancestral Knowledge of the Cauca Coffee Farmers in Colombia. Data 8 (12) (2023)
Cristian Valencia-Payan, David Griol, Juan Carlos Corrales
Blockchain for Supply Chain Traceability with Data Validation. SOCO (2022)
Angela M. Vargas-Arcila, Juan Carlos Corrales, Araceli Sanchis, Alvaro Rendón
SOFI dataset: Symptom-fault relationship for IP-network. Comput. Networks 216 (2022)
Carlos Rodriguez-Pabon, Guillermo Riva, Carlos A. Zerbini, Juan Ruiz-Rosero, Gustavo Ramírez-González, Juan Carlos Corrales
An Adaptive Sampling Period Approach for Management of IoT Energy Consumption: Case Study Approach. Sensors 22 (4) (2022)
Julián Eduardo Plazas, Sandro Bimonte, Michel Schneider, Christophe de Vaulx, Pietro Battistoni, Monica Sebillo, Juan Carlos Corrales
Sense, Transform & Send for the Internet of Things (STS4IoT): UML profile for data-centric IoT applications. Data Knowl. Eng. 139 (2022)
Carlos Suarez, David Griol, Cristhian Figueroa, Juan Carlos Corrales, David Camilo Corrales
RustOnt: An Ontology to Explain Weather Favorable Conditions of the Coffee Rust. Sensors 22 (24) (2022)
Cristian Valencia-Payan, José Fernando Grass-Ramírez, Gustavo Ramírez-González, Juan Carlos Corrales
A Smart Contract for Coffee Transport and Storage With Data Validation. IEEE Access 10 (2022)
Julián Eduardo Plazas, Sandro Bimonte, Christophe de Vaulx, Juan Carlos Corrales
A model-driven approach for data-centric IoT applications. EDA (2022)
Edwar Javier Giron Buitron, David Camilo Corrales, María Paz Sesmero, José Antonio Iglesias, Juan Carlos Corrales
Synthetic samples generator (SYSGEN), an approach to increase the size of incidence samples in coffee leaf rust modelling. Evol. Syst. 13 (4) (2022)
Iván Darío López, Apolinar Figueroa, Juan Carlos Corrales
Multi-Label Data Fusion to Support Agricultural Vulnerability Assessments. IEEE Access 9 (2021)
Jhonn Pablo Rodríguez, Ana Isabel Montoya-Munoz, Carlos Rodriguez-Pabon, Javier Hoyos, Juan Carlos Corrales
IoT-Agro: A smart farming system to Colombian coffee farms. Comput. Electron. Agric. 190 (2021)
Emmanuel Lasso, Natacha Motisi, Jacques Avelino, Juan Carlos Corrales
FramePests: A Comprehensive Framework for Crop Pests Modeling and Forecasting. IEEE Access 9 (2021)
Angela M. Vargas-Arcila, Juan Carlos Corrales, Araceli Sanchis, Álvaro Rendón Gallón
Peripheral Diagnosis for Propagated Network Faults. J. Netw. Syst. Manag. 29 (2) (2021)
Amina Belhassena, Sandro Bimonte, Pietro Battistoni, Christophe Cariou, Gérard Chalhoub, Juan Carlos Corrales, Jean Laneurit, Rim Moussa, Julián Eduardo Plazas, Robert Wrembel, Monica Sebillo
On Modeling Data for IoT Agroecology Applications by means of a UML Profile. MEDES (2021)
Carlos Andres Gonzalez-Amarillo, Cristian Cardenas-Garcia, Miguel Angel Mendoza-Moreno, Gustavo Ramírez-González, Juan Carlos Corrales
Blockchain-IoT Sensor (BIoTS): A Solution to IoT-Ecosystems Security Issues. Sensors 21 (13) (2021)
Julián Eduardo Plazas, Sandro Bimonte, Christophe de Vaulx, Michel Schneider, Quang-Duy Nguyen, Jean-Pierre Chanet, Hongling Shi, Kun Mean Hou, Juan Carlos Corrales
A Conceptual Data Model and Its Automatic Implementation for IoT-Based Business Intelligence Applications. IEEE Internet Things J. 7 (10) (2020)
David Camilo Corrales, Agapito Ledezma, Juan Carlos Corrales
A case-based reasoning system for recommendation of data cleaning algorithms in classification and regression tasks. Appl. Soft Comput. 90 (2020)
Julián Eduardo Plazas, Sandro Bimonte, Michel Schneider, Christophe de Vaulx, Juan Carlos Corrales
Self-service Business Intelligence over On-Demand IoT Data: A New Design Methodology Based on Rapid Prototyping. ADBIS (Short Papers) (2020)
Jhonn Pablo Rodríguez, David Camilo Corrales, Jean-Noël Aubertot, Juan Carlos Corrales
A computer vision system for automatic cherry beans detection on coffee trees. Pattern Recognit. Lett. 136 (2020)
Emmanuel Lasso, David Camilo Corrales, Jacques Avelino, Elias de Melo Virginio Filho, Juan Carlos Corrales
Discovering weather periods and crop properties favorable for coffee rust incidence from feature selection approaches. Comput. Electron. Agric. 176 (2020)
Iván Darío López, Apolinar Figueroa, Juan Carlos Corrales
Multi-Dimensional Data Preparation: A Process to Support Vulnerability Analysis and Climate Change Adaptation. IEEE Access 8 (2020)
Liseth Viviana Campo, Agapito Ledezma, Juan Carlos Corrales
Optimization of coverage mission for lightweight unmanned aerial vehicles applied in crop data acquisition. Expert Syst. Appl. 149 (2020)
Juan Sebastián Rojas, Adrián Pekár, Álvaro Rendón Gallón, Juan Carlos Corrales
Smart User Consumption Profiling: Incremental Learning-Based OTT Service Degradation. IEEE Access 8 (2020)
Julián Eduardo Plazas, Sandro Bimonte, Gil De Sousa, Juan Carlos Corrales
Data-Centric UML Profile for Wireless Sensors: Application to Smart Farming. Int. J. Agric. Environ. Inf. Syst. 10 (2) (2019)
Juan Sebastián Rojas, Álvaro Rendón Gallón, Juan Carlos Corrales
Consumption Behavior Analysis of Over the Top Services: Incremental Learning or Traditional Methods? IEEE Access 7 (2019)
Edwar Javier Giron Buitron, David Camilo Corrales, Jacques Avelino, José Antonio Iglesias, Juan Carlos Corrales
Rule-based expert system for detection of coffee rust warnings in colombian crops. J. Intell. Fuzzy Syst. 36 (5) (2019)
David Camilo Corrales, Juan Carlos Corrales, Agapito Ledezma
How to Address the Data Quality Issues in Regression Models: A Guided Process for Data Cleaning. Symmetry 10 (4) (2018)
David Camilo Corrales, Agapito Ledezma, Juan Carlos Corrales
From Theory to Practice: A Data Quality Framework for Classification Tasks. Symmetry 10 (7) (2018)
Cristian Valencia-Payan, Juan Carlos Corrales
A Rainfall Prediction Tool for Sustainable Agriculture Using Random Forest. MICAI (1) (2018)
Juan Rincon-Patino, Gustavo-Adolfo Ramírez-González, Juan Carlos Corrales
Exploring machine learning: A bibliometric general approach using Citespace. F1000Research 7 (2018)
Juan Sebastián Rojas, Álvaro Rendón Gallón, Juan Carlos Corrales
Personalized Service Degradation Policies on OTT Applications Based on the Consumption Behavior of Users. ICCSA (3) (2018)
Juan Rincon-Patino, Gustavo-Adolfo Ramírez-González, Juan Carlos Corrales
Exploring machine learning: A bibliometric general approach using SciMAT. F1000Research 7 (2018)
Jose Eduardo Gomez, David Camilo Corrales, Emmanuel Lasso, José Antonio Iglesias, Juan Carlos Corrales
Volcanic Anomalies Detection Through Recursive Density Estimation. MICAI (1) (2018)
David Camilo Corrales, Emmanuel Lasso, Agapito Ledezma, Juan Carlos Corrales
Feature selection for classification tasks: Expert knowledge or traditional methods? J. Intell. Fuzzy Syst. 34 (5) (2018)
Julian Andres Caicedo-Muñoz, Agapito Ledezma Espino, Juan Carlos Corrales, Álvaro Rendón Gallón
QoS-Classifier for VPN and Non-VPN traffic based on time-related features. Comput. Networks 144 (2018)
Jhonn Pablo Rodríguez, David Camilo Corrales, Juan Carlos Corrales
A Process for Increasing the Samples of Coffee Rust Through Machine Learning Methods. Int. J. Agric. Environ. Inf. Syst. 9 (2) (2018)
Iván Darío López, Apolinar Figueroa, Juan Carlos Corrales
Adaptive Prediction of Water Quality Using Computational Intelligence Techniques. ICCSA (2) (2017)
Emmanuel Lasso, Thiago Toshiyuki Thamada, Carlos Alberto Alves Meira, Juan Carlos Corrales
Expert system for coffee rust detection based on supervised learning and graph pattern matching. Int. J. Metadata Semant. Ontologies 12 (1) (2017)
Emmanuel Lasso, Óscar Valencia, Juan Carlos Corrales
Decision Support System for Coffee Rust Control Based on Expert Knowledge and Value-Added Services. ICCSA (2) (2017)
Luz Marina Sierra Martínez, Carlos Alberto Cobos Lozada, Juan Carlos Corrales
Memetic Algorithm Based on Global-Best Harmony Search and Hill Climbing for Part of Speech Tagging. MIKE (2017)
Edwin Ferney Castillo, David Camilo Corrales, Emmanuel Lasso, Agapito Ledezma, Juan Carlos Corrales
Water quality detection based on a data mining process on the California estuary. Int. J. Bus. Intell. Data Min. 12 (4) (2017)
Jose Eduardo Gomez, David Camilo Corrales, Juan Carlos Corrales, Araceli Sanchis, Agapito Ledezma, José Antonio Iglesias
Monitoring of vulcano Puracé through seismic signals: Description of a real dataset. EAIS (2017)
Cristhian Figueroa, Iacopo Vagliano, Oscar Rodriguez Rocha, Marco Torchiano, Catherine Faron-Zucker, Juan Carlos Corrales, Maurizio Morisio
Allied: A Framework for Executing Linked Data-Based Recommendation Algorithms. Int. J. Semantic Web Inf. Syst. 13 (4) (2017)
Iván Darío López, Cristian Heidelberg Valencia, Juan Carlos Corrales
A Data Mining Tool for Water Uses Classification Based on Multiple Classifier Systems. MOD (2017)
Armando Ordóñez, Hugo Ordoñez, Juan Carlos Corrales, Carlos Alberto Cobos Lozada, Leandro Krug Wives, Lucinéia Heloisa Thom
Grouping of business processes models based on an incremental clustering algorithm using fuzzy similarity and multimodal search. Expert Syst. Appl. 67 (2017)
Dario Fernando Chamorro-Vela, Pablo Esteban Calvache-Lopez, Juan Carlos Corrales, Luis Antonio Rojas Potosí, Luis Javier Suares, Hugo Ordóñez, Armando Ordóñez
Recommendation of Mobile Applications based on social and contextual user information. FNC/MobiSPC (2017)
David Camilo Corrales, Germán Gutiérrez, Jhonn Pablo Rodríguez, Agapito Ledezma, Juan Carlos Corrales
Lack of Data: Is It Enough Estimating the Coffee Rust with Meteorological Time Series? ICCSA (2) (2017)
Julián Eduardo Plazas, Iván Darío López, Juan Carlos Corrales
A Tool for Classification of Cacao Production in Colombia Based on Multiple Classifier Systems. ICCSA (2) (2017)
Cristhian Figueroa, Hugo Ordoñez, Juan Carlos Corrales, Carlos Alberto Cobos Lozada, Leandro Krug Wives, Enrique Herrera-Viedma
Improving business process retrieval using categorization and multimodal search. Knowl. Based Syst. 110 (2016)
David Camilo Corrales, Apolinar Figueroa, Agapito Ledezma, Juan Carlos Corrales
Two-Level Classifier Ensembles for Coffee Rust Estimation in Colombian Crops. Int. J. Agric. Environ. Inf. Syst. 7 (3) (2016)
Luz Marina Sierra, Carlos Alberto Cobos Lozada, Juan Carlos Corrales
Tokenizer Adapted for Nasa Yuwe Language. Computación y Sistemas 20 (3) (2016)
Julián Eduardo Plazas, Juan Sebastián Rojas, David Camilo Corrales, Juan Carlos Corrales
Validation of Coffee Rust Warnings Based on Complex Event Processing. ICCSA (4) (2016)
David Camilo Corrales, Juan Carlos Corrales, Araceli Sanchis, Agapito Ledezma
Sequential classifiers for network intrusion detection based on data selection process. SMC (2016)
Edwin Ferney Castillo, David Camilo Corrales, Emmanuel Lasso, Agapito Ledezma, Juan Carlos Corrales
Data Processing for a Water Quality Detection System on Colombian Rio Piedras Basin. ICCSA (4) (2016)
Emmanuel Lasso, Thiago Toshiyuki Thamada, Carlos Alberto Alves Meira, Juan Carlos Corrales
Graph Patterns as Representation of Rules Extracted from Decision Trees for Coffee Rust Detection. MTSR (2015)
Armando Ordóñez, Hugo Ordoñez, Cristhian Figueroa, Carlos Alberto Cobos Lozada, Juan Carlos Corrales
Dynamic Reconfiguration of Composite Convergent Services Supported by Multimodal Search. BIS (2015)
Luz Marina Sierra, Carlos Alberto Cobos Lozada, Juan Carlos Corrales, Tulio Rojas Curieux
Building a Nasa Yuwe Language Test Collection. CICLing (1) (2015)
David Camilo Corrales, Apolinar Figueroa, Agapito Ledezma, Juan Carlos Corrales
An Empirical Multi-classifier for Coffee Rust Detection in Colombian Crops. ICCSA (1) (2015)
David Camilo Corrales, Agapito Ledezma, Juan Carlos Corrales
A Conceptual Framework for Data Quality in Knowledge Discovery Tasks (FDQ-KDT): A Proposal. J. Comput. 10 (6) (2015)
Diego Fabian Gomez-Pardo, Franklin E. Navia-Urbano, Luis Javier Suarez Meza, Juan Carlos Corrales
Mobile Search through Dynamic Mashups. MOBILESoft (2015)
Armando Ordóñez, Vidal Alcázar, Oscar Maurício Caicedo Rendón, Paolo Falcarin, Juan Carlos Corrales, Lisandro Zambenedetti Granville
Towards automated composition of convergent services: A survey. Comput. Commun. 69 (2015)
Hugo Ordoñez, Juan Carlos Corrales, Carlos Alberto Cobos Lozada
MultiSearchBP: Entorno para búsqueda y agrupación de modelos de procesos de negocio. Polibits 49 (2014)
Hugo Ordoñez, Juan Carlos Corrales, Carlos Alberto Cobos Lozada, Leandro Krug Wives
Collaborative grouping of business process models. EATIS (2014)
Armando Ordóñez, Vidal Alcázar, Juan Carlos Corrales, Paolo Falcarin
Automated context aware composition of Advanced Telecom Services for environmental early warnings. Expert Syst. Appl. 41 (13) (2014)
Luis Javier Suarez Meza, Julián Andrés Zúñiga, Edgar Camilo Pedraza, Juan Carlos Corrales
Fully automated resource retrieval in telecommunications and internet converged environments. Inf. Syst. Frontiers 16 (1) (2014)
Luz Marina Sierra, Carlos Alberto Cobos Lozada, Juan Carlos Corrales
Continuous Optimization Based on a Hybridization of Differential Evolution with K-means. IBERAMIA (2014)
Hugo Ordoñez, Cristhian Figueroa, Juan Carlos Corrales, Maurizio Morisio, Carlos Alberto Cobos Lozada, Leandro Krug Wives
Business process indexing based on similarity of execution cases. EATIS (2014)
Diego Adrada, Esteban Salazar, Julian Rojas, Juan Carlos Corrales
Automatic Code Instrumentation for Converged Service Monitoring and Fault Detection. AINA Workshops (2014)
Hugo Ordoñez, Juan Carlos Corrales, Carlos Alberto Cobos Lozada, Leandro Krug Wives, Lucinéia Heloisa Thom
Collaborative Evaluation to Build Closed Repositories on Business Process Models. ICEIS (3) (2014)
Luis Javier Suarez Meza, Luis Antonio Rojas Potosí, Juan Carlos Corrales, Oscar Rodriguez Rocha
Wishful and Wisdom Aware Composing - A Full User-centric Approach to Create NGM. WEBIST (2012)
Armando Ordóñez, Juan Carlos Corrales, Paolo Falcarin
Natural language processing based Services Composition for Environmental management. SoSE (2012)
Armando Ordóñez, Juan Carlos Corrales, Paolo Falcarin
Automated context aware composition for convergent services. SoSE (2012)
Armando Ordóñez, Vidal Alcázar, Daniel Borrajo, Paolo Falcarin, Juan Carlos Corrales
An Automated User-Centered Planning Framework for Decision Support in Environmental Early Warnings. IBERAMIA (2012)
Edgar Camilo Pedraza, Julián Andrés Zúñiga, Luis Javier Suarez Meza, Juan Carlos Corrales
User-Driven Automatic Resource Retrieval Based on Natural Language Request. NLDB (2012)
Luis Antonio Rojas Potosí, Luis Javier Suarez Meza, Leandro Ordoñez-Ante, Juan Carlos Corrales
Web Resources Recommendation based on Dynamic Prediction of User Consumption on the Social Web. AAAI Spring Symposium: Intelligent Web Services Meet Social Computing (2012)
Daniel Felipe Rivas, David S. Corchuelo, Cristhian Figueroa, Juan Carlos Corrales, Rosalba Giugno
Business Process Model Retrieval Based on Graph Indexing Method. Business Process Management Workshops (2010)
Daniela Grigori, Juan Carlos Corrales, Mokrane Bouzeghoub, Ahmed Gater
Ranking BPEL Processes for Service Discovery. IEEE Trans. Serv. Comput. 3 (3) (2010)
Daniela Grigori, Juan Carlos Corrales, Mokrane Bouzeghoub
Behavioral matchmaking for service retrieval: Application to conversation protocols. Inf. Syst. 33 (7-8) (2008)
Juan Carlos Corrales, Daniela Grigori, Mokrane Bouzeghoub, Javier Ernesto Burbano
BeMatch: a platform for matchmaking service behavior models. EDBT (2008)
Juan Carlos Corrales, Daniela Grigori, Mokrane Bouzeghoub
Découverte de services basée sur leurs protocoles de conversation. Ingénierie des Systèmes d Inf. 12 (1) (2007)
Cristhian Figueroa, Andrés Guerrero, Armando Ordóñez, Mauricio Maca, Juan Carlos Corrales
Distribución de Procesos de Negocios en Sistemas Móviles de Información Basada en un Algoritmo de Colonia de Hormigas. Rev. Avances en Sistemas Informática 4 (1) (2007)
Daniela Grigori, Juan Carlos Corrales, Mokrane Bouzeghoub
Behavioral matchmaking for service retrieval. ICWS (2006)
Juan Carlos Corrales, Daniela Grigori, Mokrane Bouzeghoub
Behavioral matchmaking for service retrieval: application to conversation protocols. BDA (2006)
Juan Carlos Corrales, Daniela Grigori, Mokrane Bouzeghoub
BPEL Processes Matchmaking for Service Discovery. OTM Conferences (1) (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Juan Carlos Corrales