Juan Carlos Corrales

91 papers A 1B 2C 5Journal 50Unranked 32

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Blockchain self-update smart contract for supply chain traceability with data validation. Log. J. IGPL Cristian Valencia-Payan, David Griol, Juan Carlos Corrales
2025	J	`jnl`	Estimating the severity of coffee leaf rust using deep learning and image processing. Inteligencia Artif. Juan José Zuñiga Cajas, Oscar Daniel Peña Ramos, Emmanuel Lasso, Jacques Avelino, Juan Carlos Corrales, Cristhian Figueroa
2023	J	`jnl`	A Qualitative Dataset for Coffee Bio-Aggressors Detection Based on the Ancestral Knowledge of the Cauca Coffee Farmers in Colombia. Data Juan Felipe Valencia-Mosquera, David Griol, Mayra Solarte-Montoya, Cristhian Figueroa, Juan Carlos Corrales, David Camilo Corrales
2023	J	`jnl`	A proposal for a multi-domain data fusion strategy in a climate-smart agriculture context. Int. Trans. Oper. Res. Iván Darío López, José Fernando Grass, Apolinar Figueroa, Juan Carlos Corrales
2023	J	`jnl`	Data-centric UML profile for agroecology applications: Agricultural autonomous robots monitoring case study. Comput. Sci. Inf. Syst. 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
2023	J	`jnl`	Feasibility of Early Yield Prediction per Coffee Tree Based on Multispectral Aerial Imagery: Case of Arabica Coffee Crops in Cauca-Colombia. Remote. Sens. Julian Bolaños, Juan Carlos Corrales, Liseth Viviana Campo
2023	—	`conf`	Towards a UML Profile for Designing Smart IoT Data-Centric Applications. CAiSE Forum Houssam Bazza, Sandro Bimonte, Julián Eduardo Plazas, Laure Moiroux-Arvis, Hassan Badir, Juan Carlos Corrales, Stefano Rizzi
2022	J	`jnl`	A Smart Contract for Coffee Transport and Storage With Data Validation. IEEE Access Cristian Valencia-Payan, José Fernando Grass-Ramírez, Gustavo Ramírez-González, Juan Carlos Corrales
2022	—	`conf`	A model-driven approach for data-centric IoT applications. EDA Julián Eduardo Plazas, Sandro Bimonte, Christophe de Vaulx, Juan Carlos Corrales
2022	J	`jnl`	An Adaptive Sampling Period Approach for Management of IoT Energy Consumption: Case Study Approach. Sensors Carlos Rodriguez-Pabon, Guillermo G. Riva, Carlos A. Zerbini, Juan Ruiz-Rosero, Gustavo Ramírez-González, Juan Carlos Corrales
2022	—	`conf`	Blockchain for Supply Chain Traceability with Data Validation. SOCO Cristian Valencia-Payan, David Griol, Juan Carlos Corrales
2022	J	`jnl`	RustOnt: An Ontology to Explain Weather Favorable Conditions of the Coffee Rust. Sensors Carlos Suarez, David Griol, Cristhian Figueroa, Juan Carlos Corrales, David Camilo Corrales
2022	J	`jnl`	SOFI dataset: Symptom-fault relationship for IP-network. Comput. Networks Angela M. Vargas-Arcila, Juan Carlos Corrales, Araceli Sanchis, Alvaro Rendón
2022	J	`jnl`	Sense, Transform & Send for the Internet of Things (STS4IoT): UML profile for data-centric IoT applications. Data Knowl. Eng. Julián Eduardo Plazas, Sandro Bimonte, Michel Schneider, Christophe de Vaulx, Pietro Battistoni, Monica Sebillo, Juan Carlos Corrales
2022	J	`jnl`	Synthetic samples generator (SYSGEN), an approach to increase the size of incidence samples in coffee leaf rust modelling. Evol. Syst. Edwar Javier Giron Buitron, David Camilo Corrales, María Paz Sesmero, José Antonio Iglesias, Juan Carlos Corrales
2021	J	`jnl`	Blockchain-IoT Sensor (BIoTS): A Solution to IoT-Ecosystems Security Issues. Sensors Carlos Andres Gonzalez-Amarillo, Cristian Cardenas-Garcia, Miguel Angel Mendoza-Moreno, Gustavo Ramírez-González, Juan Carlos Corrales
2021	J	`jnl`	FramePests: A Comprehensive Framework for Crop Pests Modeling and Forecasting. IEEE Access Emmanuel Lasso, Natacha Motisi, Jacques Avelino, Juan Carlos Corrales
2021	J	`jnl`	IoT-Agro: A smart farming system to Colombian coffee farms. Comput. Electron. Agric. Jhonn Pablo Rodríguez, Ana Isabel Montoya-Munoz, Carlos Rodriguez-Pabon, Javier Hoyos, Juan Carlos Corrales
2021	J	`jnl`	Multi-Label Data Fusion to Support Agricultural Vulnerability Assessments. IEEE Access Iván Darío López, Apolinar Figueroa, Juan Carlos Corrales
2021	C	`conf`	On Modeling Data for IoT Agroecology Applications by means of a UML Profile. MEDES Amina Belhassena, Sandro Bimonte, Pietro Battistoni, Christophe Cariou, Gérard Chalhoub, Juan Carlos Corrales, Jean Laneurit, Rim Moussa, Julián Eduardo Plazas, Robert Wrembel, Monica Sebillo
2021	J	`jnl`	Peripheral Diagnosis for Propagated Network Faults. J. Netw. Syst. Manag. Angela M. Vargas-Arcila, Juan Carlos Corrales, Araceli Sanchis, Álvaro Rendón Gallón
2020	J	`jnl`	A Conceptual Data Model and Its Automatic Implementation for IoT-Based Business Intelligence Applications. IEEE Internet Things J. Julián Eduardo Plazas, Sandro Bimonte, Christophe de Vaulx, Michel Schneider, Quang-Duy Nguyen, Jean-Pierre Chanet, Hongling Shi, Kun Mean Hou, Juan Carlos Corrales
2020	J	`jnl`	A case-based reasoning system for recommendation of data cleaning algorithms in classification and regression tasks. Appl. Soft Comput. David Camilo Corrales, Agapito Ledezma, Juan Carlos Corrales
2020	J	`jnl`	A computer vision system for automatic cherry beans detection on coffee trees. Pattern Recognit. Lett. Jhonn Pablo Rodríguez, David Camilo Corrales, Jean-Noël Aubertot, Juan Carlos Corrales
2020	J	`jnl`	Discovering weather periods and crop properties favorable for coffee rust incidence from feature selection approaches. Comput. Electron. Agric. Emmanuel Lasso, David Camilo Corrales, Jacques Avelino, Elias de Melo Virginio Filho, Juan Carlos Corrales
2020	J	`jnl`	Multi-Dimensional Data Preparation: A Process to Support Vulnerability Analysis and Climate Change Adaptation. IEEE Access Iván Darío López, Apolinar Figueroa, Juan Carlos Corrales
2020	J	`jnl`	Optimization of coverage mission for lightweight unmanned aerial vehicles applied in crop data acquisition. Expert Syst. Appl. Liseth Viviana Campo, Agapito Ledezma, Juan Carlos Corrales
2020	—	`conf`	Self-service Business Intelligence over On-Demand IoT Data: A New Design Methodology Based on Rapid Prototyping. ADBIS (Short Papers) Julián Eduardo Plazas, Sandro Bimonte, Michel Schneider, Christophe de Vaulx, Juan Carlos Corrales
2020	J	`jnl`	Smart User Consumption Profiling: Incremental Learning-Based OTT Service Degradation. IEEE Access Juan Sebastián Rojas, Adrián Pekár, Álvaro Rendón Gallón, Juan Carlos Corrales
2019	J	`jnl`	Consumption Behavior Analysis of Over the Top Services: Incremental Learning or Traditional Methods? IEEE Access Juan Sebastián Rojas, Álvaro Rendón Gallón, Juan Carlos Corrales
2019	J	`jnl`	Data-Centric UML Profile for Wireless Sensors: Application to Smart Farming. Int. J. Agric. Environ. Inf. Syst. Julián Eduardo Plazas, Sandro Bimonte, Gil De Sousa, Juan Carlos Corrales
2019	J	`jnl`	Rule-based expert system for detection of coffee rust warnings in colombian crops. J. Intell. Fuzzy Syst. Edwar Javier Giron Buitron, David Camilo Corrales, Jacques Avelino, José Antonio Iglesias, Juan Carlos Corrales
2018	J	`jnl`	A Process for Increasing the Samples of Coffee Rust Through Machine Learning Methods. Int. J. Agric. Environ. Inf. Syst. Jhonn Pablo Rodríguez, David Camilo Corrales, Juan Carlos Corrales
2018	—	`conf`	A Rainfall Prediction Tool for Sustainable Agriculture Using Random Forest. MICAI (1) Cristian Valencia-Payan, Juan Carlos Corrales
2018	J	`jnl`	Exploring machine learning: A bibliometric general approach using Citespace. F1000Research Juan Rincon-Patino, Gustavo-Adolfo Ramírez-González, Juan Carlos Corrales
2018	J	`jnl`	Exploring machine learning: A bibliometric general approach using SciMAT. F1000Research Juan Rincon-Patino, Gustavo-Adolfo Ramírez-González, Juan Carlos Corrales
2018	J	`jnl`	Feature selection for classification tasks: Expert knowledge or traditional methods? J. Intell. Fuzzy Syst. David Camilo Corrales, Emmanuel Lasso, Agapito Ledezma, Juan Carlos Corrales
2018	J	`jnl`	From Theory to Practice: A Data Quality Framework for Classification Tasks. Symmetry David Camilo Corrales, Agapito Ledezma, Juan Carlos Corrales
2018	J	`jnl`	How to Address the Data Quality Issues in Regression Models: A Guided Process for Data Cleaning. Symmetry David Camilo Corrales, Juan Carlos Corrales, Agapito Ledezma
2018	—	`conf`	Personalized Service Degradation Policies on OTT Applications Based on the Consumption Behavior of Users. ICCSA (3) Juan Sebastián Rojas, Álvaro Rendón Gallón, Juan Carlos Corrales
2018	J	`jnl`	QoS-Classifier for VPN and Non-VPN traffic based on time-related features. Comput. Networks Julian Andres Caicedo-Muñoz, Agapito Ledezma Espino, Juan Carlos Corrales, Álvaro Rendón Gallón
2018	—	`conf`	Volcanic Anomalies Detection Through Recursive Density Estimation. MICAI (1) Jose Eduardo Gomez, David Camilo Corrales, Emmanuel Lasso, José Antonio Iglesias, Juan Carlos Corrales
2017	—	`conf`	A Data Mining Tool for Water Uses Classification Based on Multiple Classifier Systems. MOD Iván Darío López, Cristian Heidelberg Valencia, Juan Carlos Corrales
2017	—	`conf`	A Tool for Classification of Cacao Production in Colombia Based on Multiple Classifier Systems. ICCSA (2) Julián Eduardo Plazas, Iván Darío López, Juan Carlos Corrales
2017	—	`conf`	Adaptive Prediction of Water Quality Using Computational Intelligence Techniques. ICCSA (2) Iván Darío López, Apolinar Figueroa, Juan Carlos Corrales
2017	J	`jnl`	Allied: A Framework for Executing Linked Data-Based Recommendation Algorithms. Int. J. Semantic Web Inf. Syst. Cristhian Figueroa, Iacopo Vagliano, Oscar Rodriguez Rocha, Marco Torchiano, Catherine Faron-Zucker, Juan Carlos Corrales, Maurizio Morisio
2017	—	`conf`	Decision Support System for Coffee Rust Control Based on Expert Knowledge and Value-Added Services. ICCSA (2) Emmanuel Lasso, Óscar Valencia, Juan Carlos Corrales
2017	J	`jnl`	Expert system for coffee rust detection based on supervised learning and graph pattern matching. Int. J. Metadata Semant. Ontologies Emmanuel Lasso, Thiago Toshiyuki Thamada, Carlos Alberto Alves Meira, Juan Carlos Corrales
2017	J	`jnl`	Grouping of business processes models based on an incremental clustering algorithm using fuzzy similarity and multimodal search. Expert Syst. Appl. Armando Ordóñez, Hugo Ordoñez, Juan Carlos Corrales, Carlos Alberto Cobos Lozada, Leandro Krug Wives, Lucinéia Heloisa Thom
2017	—	`conf`	Lack of Data: Is It Enough Estimating the Coffee Rust with Meteorological Time Series? ICCSA (2) David Camilo Corrales, Germán Gutiérrez, Jhonn Pablo Rodríguez, Agapito Ledezma, Juan Carlos Corrales
2017	—	`conf`	Memetic Algorithm Based on Global-Best Harmony Search and Hill Climbing for Part of Speech Tagging. MIKE Luz Marina Sierra Martínez, Carlos Alberto Cobos Lozada, Juan Carlos Corrales
2017	—	`conf`	Monitoring of vulcano Puracé through seismic signals: Description of a real dataset. EAIS Jose Eduardo Gomez, David Camilo Corrales, Juan Carlos Corrales, Araceli Sanchis, Agapito Ledezma, José Antonio Iglesias
2017	—	`conf`	Recommendation of Mobile Applications based on social and contextual user information. FNC/MobiSPC Dario Fernando Chamorro-Vela, Pablo Esteban Calvache-Lopez, Juan Carlos Corrales, Luis Antonio Rojas Potosí, Luis Javier Suares, Hugo Ordóñez, Armando Ordóñez
2017	J	`jnl`	Water quality detection based on a data mining process on the California estuary. Int. J. Bus. Intell. Data Min. Edwin Ferney Castillo, David Camilo Corrales, Emmanuel Lasso, Agapito Ledezma, Juan Carlos Corrales
2016	—	`conf`	Data Processing for a Water Quality Detection System on Colombian Rio Piedras Basin. ICCSA (4) Edwin Ferney Castillo, David Camilo Corrales, Emmanuel Lasso, Agapito Ledezma, Juan Carlos Corrales
2016	J	`jnl`	Improving business process retrieval using categorization and multimodal search. Knowl. Based Syst. Cristhian Figueroa, Hugo Ordoñez, Juan Carlos Corrales, Carlos Alberto Cobos Lozada, Leandro Krug Wives, Enrique Herrera-Viedma
2016	B	`conf`	Sequential classifiers for network intrusion detection based on data selection process. SMC David Camilo Corrales, Juan Carlos Corrales, Araceli Sanchis, Agapito Ledezma
2016	J	`jnl`	Tokenizer Adapted for Nasa Yuwe Language. Computación y Sistemas Luz Marina Sierra, Carlos Alberto Cobos Lozada, Juan Carlos Corrales
2016	J	`jnl`	Two-Level Classifier Ensembles for Coffee Rust Estimation in Colombian Crops. Int. J. Agric. Environ. Inf. Syst. David Camilo Corrales, Apolinar Figueroa, Agapito Ledezma, Juan Carlos Corrales
2016	—	`conf`	Validation of Coffee Rust Warnings Based on Complex Event Processing. ICCSA (4) Julián Eduardo Plazas, Juan Sebastián Rojas, David Camilo Corrales, Juan Carlos Corrales
2015	J	`jnl`	A Conceptual Framework for Data Quality in Knowledge Discovery Tasks (FDQ-KDT): A Proposal. J. Comput. David Camilo Corrales, Agapito Ledezma, Juan Carlos Corrales
2015	—	`conf`	An Empirical Multi-classifier for Coffee Rust Detection in Colombian Crops. ICCSA (1) David Camilo Corrales, Apolinar Figueroa, Agapito Ledezma, Juan Carlos Corrales
2015	—	`conf`	Building a Nasa Yuwe Language Test Collection. CICLing (1) Luz Marina Sierra, Carlos Alberto Cobos Lozada, Juan Carlos Corrales, Tulio Rojas Curieux
2015	—	`conf`	Dynamic Reconfiguration of Composite Convergent Services Supported by Multimodal Search. BIS Armando Ordóñez, Hugo Ordoñez, Cristhian Figueroa, Carlos Alberto Cobos Lozada, Juan Carlos Corrales
2015	—	`conf`	Graph Patterns as Representation of Rules Extracted from Decision Trees for Coffee Rust Detection. MTSR Emmanuel Lasso, Thiago Toshiyuki Thamada, Carlos Alberto Alves Meira, Juan Carlos Corrales
2015	—	`conf`	Mobile Search through Dynamic Mashups. MOBILESoft Diego Fabian Gomez-Pardo, Franklin E. Navia-Urbano, Luis Javier Suarez Meza, Juan Carlos Corrales
2015	J	`jnl`	Towards automated composition of convergent services: A survey. Comput. Commun. Armando Ordóñez, Vidal Alcázar, Oscar Maurício Caicedo Rendón, Paolo Falcarin, Juan Carlos Corrales, Lisandro Zambenedetti Granville
2014	J	`jnl`	Automated context aware composition of Advanced Telecom Services for environmental early warnings. Expert Syst. Appl. Armando Ordóñez, Vidal Alcázar, Juan Carlos Corrales, Paolo Falcarin
2014	—	`conf`	Automatic Code Instrumentation for Converged Service Monitoring and Fault Detection. AINA Workshops Diego Adrada, Esteban Salazar, Julian Rojas, Juan Carlos Corrales
2014	C	`conf`	Business process indexing based on similarity of execution cases. EATIS Hugo Ordoñez, Cristhian Figueroa, Juan Carlos Corrales, Maurizio Morisio, Carlos Alberto Cobos Lozada, Leandro Krug Wives
2014	—	`conf`	Collaborative Evaluation to Build Closed Repositories on Business Process Models. ICEIS (3) Hugo Ordoñez, Juan Carlos Corrales, Carlos Alberto Cobos Lozada, Leandro Krug Wives, Lucinéia Heloisa Thom
2014	C	`conf`	Collaborative grouping of business process models. EATIS Hugo Ordoñez, Juan Carlos Corrales, Carlos Alberto Cobos Lozada, Leandro Krug Wives
2014	—	`conf`	Continuous Optimization Based on a Hybridization of Differential Evolution with K-means. IBERAMIA Luz Marina Sierra, Carlos Alberto Cobos Lozada, Juan Carlos Corrales
2014	J	`jnl`	Fully automated resource retrieval in telecommunications and internet converged environments. Inf. Syst. Frontiers Luis Javier Suarez Meza, Julián Andrés Zúñiga, Edgar Camilo Pedraza, Juan Carlos Corrales
2014	J	`jnl`	MultiSearchBP: Entorno para búsqueda y agrupación de modelos de procesos de negocio. Polibits Hugo Ordoñez, Juan Carlos Corrales, Carlos Alberto Cobos Lozada
2012	—	`conf`	An Automated User-Centered Planning Framework for Decision Support in Environmental Early Warnings. IBERAMIA Armando Ordóñez, Vidal Alcázar, Daniel Borrajo, Paolo Falcarin, Juan Carlos Corrales
2012	—	`conf`	Automated context aware composition for convergent services. SoSE Armando Ordóñez, Juan Carlos Corrales, Paolo Falcarin
2012	—	`conf`	Natural language processing based Services Composition for Environmental management. SoSE Armando Ordóñez, Juan Carlos Corrales, Paolo Falcarin
2012	C	`conf`	User-Driven Automatic Resource Retrieval Based on Natural Language Request. NLDB Edgar Camilo Pedraza, Julián Andrés Zúñiga, Luis Javier Suarez Meza, Juan Carlos Corrales
2012	—	`conf`	Web Resources Recommendation based on Dynamic Prediction of User Consumption on the Social Web. AAAI Spring Symposium: Intelligent Web Services Meet Social Computing Luis Antonio Rojas Potosí, Luis Javier Suarez Meza, Leandro Ordoñez-Ante, Juan Carlos Corrales
2012	C	`conf`	Wishful and Wisdom Aware Composing - A Full User-centric Approach to Create NGM. WEBIST Luis Javier Suarez Meza, Luis Antonio Rojas Potosí, Juan Carlos Corrales, Oscar Rodriguez Rocha
2010	—	`conf`	Business Process Model Retrieval Based on Graph Indexing Method. Business Process Management Workshops Daniel Felipe Rivas, David S. Corchuelo, Cristhian Figueroa, Juan Carlos Corrales, Rosalba Giugno
2010	J	`jnl`	Ranking BPEL Processes for Service Discovery. IEEE Trans. Serv. Comput. Daniela Grigori, Juan Carlos Corrales, Mokrane Bouzeghoub, Ahmed Gater
2008	B	`conf`	BeMatch: a platform for matchmaking service behavior models. EDBT Juan Carlos Corrales, Daniela Grigori, Mokrane Bouzeghoub, Javier Ernesto Burbano
2008	—	`—`	Behavioral matchmaking for service retrieval. (Appariement de spécifications de comportements pour la découverte de services). Juan Carlos Corrales
2008	J	`jnl`	Behavioral matchmaking for service retrieval: Application to conversation protocols. Inf. Syst. Daniela Grigori, Juan Carlos Corrales, Mokrane Bouzeghoub
2007	J	`jnl`	Distribución de Procesos de Negocios en Sistemas Móviles de Información Basada en un Algoritmo de Colonia de Hormigas. Rev. Avances en Sistemas Informática Cristhian Figueroa, Andrés Guerrero, Armando Ordóñez, Mauricio Maca, Juan Carlos Corrales
2007	J	`jnl`	Découverte de services basée sur leurs protocoles de conversation. Ingénierie des Systèmes d Inf. Juan Carlos Corrales, Daniela Grigori, Mokrane Bouzeghoub
2006	—	`conf`	BPEL Processes Matchmaking for Service Discovery. OTM Conferences (1) Juan Carlos Corrales, Daniela Grigori, Mokrane Bouzeghoub
2006	A	`conf`	Behavioral matchmaking for service retrieval. ICWS Daniela Grigori, Juan Carlos Corrales, Mokrane Bouzeghoub
2006	—	`conf`	Behavioral matchmaking for service retrieval: application to conversation protocols. BDA Juan Carlos Corrales, Daniela Grigori, Mokrane Bouzeghoub