Publicaciones
Producción científica de los miembros del instituto.
Bayesian Spatial Analysis of Agricultural Yields and Climate Vulnerability in Southern Peru Using Hierarchical CAR Models, 2024Aldair J. Maquera Andrade, Fred Torres‐Cruz2026ConferenciaSpringer proceedings in physicsBlocked and Hierarchical Cross-Validation for Agricultural Data with Spatial Autocorrelation: Application to Peru’s National Agricultural SurveyWilly Vilca Apaza, Fred Torres‐Cruz, Edgar Eloy Carpio Vargas2026ConferenciaSpringer proceedings in physicsClustering Analysis of Student Satisfaction–Performance Relationships in Higher Education Using Large-Scale Educational DataMichael Newton Cutipa Santi, Daisy Crishyely Quelca-Velasquez, Yeni Santi, Renzo Apaza Cutipa, Vladimiro Ibáñez Quispe2026ConferenciaCommunications in computer and information scienceHeuristic-Based Automation of Exploratory Data Analysis (EDA) for High-Dimensional Public Health DatasetsFred Torres‐Cruz, Edward Torres-Cruz, Vladimiro Ibáñez Quispe, Leonel Coyla-Idme2026ConferenciaLecture notes in networks and systemsSpatial Latent Heterogeneity in Agricultural Sustainability: Identifying High-Potential Farmers through Hidden Markov Models in PeruNelyda Ayde Condori Condori, Fred Torres‐Cruz2026ConferenciaSpringer proceedings in physicsDengueAI Comparative Time-Series and Deep-Learning Modeling for Early Prediction of Dengue Outbreaks in Rural Peru Using Open DataMarco Fidel Mayta Quispe, Leonid Alemán Gonzales2025ConferenciaHybrid Architectures with Attention Mechanisms and Evolutionary Hyperparameter Optimization for Robust Pneumonia DetectionMarco Fidel Mayta Quispe, Leonid Alemán Gonzales, Charles Ignacio Mendoza-Mollocondo, Juan Carlos Juarez Vargas2025ConferenciaIntegrated Projection of the Development of Solar Farms in the Puno Altiplano of PeruJeobardo Jerif Cornejo Cuno, Caren Lizbeth Quisa Mamani, Edson David Mamani Alave, Fred Torres‐Cruz2025ConferenciaEarth and environmental sciences libraryQuantum Inspired Feature Selection for Efficient Early Ransomware DetectionMarco Fidel Mayta Quispe, Leonid Alemán Gonzales, Renzo Apaza Cutipa2025ConferenciaReliability Calculation of a Neural Network for Voltage Prediction in Solar Panels Based on Temperature, Humidity, UV, Current, and IlluminanceMarco Fidel Mayta Quispe, Elwis Wagner Choque Huacasi, Fred Torres‐Cruz2025ConferenciaEarth and environmental sciences libraryA Survey on Adversarial Text Attacks on Deep Learning Models in Natural Language ProcessingS. Deepan, Fred Torres‐Cruz, Ruben L. Plácido-Lerma, R. Udhayakumar, S. Anuradha, Dhiraj Kapila2024ConferenciaLecture notes in electrical engineeringA review on machine learning in agricultural sciencesG. Mokesh Rayalu, Kamal Murtala Farouq, Chandra Sekhar Kolli, Fred Torres‐Cruz, Alain Paul Herrera, Rabia Sabo Muhammad2024ConferenciaAIP conference proceedingsChallenges, issues and future direction for text-based emotion detection in Natural Language Processing (NLP)Fred Torres‐Cruz, Alain Paul Herrera-Urtiaga, Leonel Coyla-Idme, Geradino Juvenal Cauna-Huanca, Melanie Lourens, Devvret Verma2024ConferenciaAIP conference proceedingsCurrent situation and technology trends of high altitude platformsFred Torres‐Cruz, Julio Cesar Tisnado Puma, Ernesto Nayer Tumi-Figueroa, Fredy Heric Villasante Saravia, Teresa Paola Alvarez Rozas, Rajesh Verma2024ConferenciaAIP conference proceedings1 citasEnhancing Statistical Analysis with Markov Chain Models Using a Shiny R InterfaceFred Torres‐Cruz, Evelyn Eliana Coaquira-Flores, Bernabé Canqui-Flores, Vladimiro Ibáñez Quispe, Leonel Coyla-Idme2024ConferenciaLecture notes in networks and systemsHow GPUs Kill Threads in Neural Network TrainingMarco Fidel Mayta Quispe, Fred Torres‐Cruz, Juan Carlos Juarez Vargas2024ConferenciaLecture notes in networks and systemsMachine learning algorithms in the detection of anemia in children under 5 years of age in southern PeruAntonio Arroyo-Paz, Leonid Alemán Gonzales, Marga Ingaluque-Arapa, Pablo Tapia-Catacora, César Rodríguez-Aburto, Guido Raúl Larico-Uchamaco2024ConferenciaCongreso Internacional de Innovación y Tendencias en Ingeniería (CONIITI)1 citasMachine learning based detection technique to predict the survival of the patients with chronic kidney diseasesP. Solainayagi, E. Velmurugan, Maganti Syamala, Amit Jain, Ashutosh Gupta, Fred Torres‐Cruz2024ConferenciaAIP conference proceedingsPredicting Key Performance Indicators (KPI) in smart manufacturing through Machine Learning (ML)Praveen Kumar Misra, Romel Percy Melgarejo Bolivar, Charles Ignacio Mendoza-Mollocondo, Fred Torres‐Cruz, Melanie Lourens, Surendra Kumar Shukla2024ConferenciaAIP conference proceedings2 citasA Deep Learning Approaches for Natural Language Processing and Sentiment Analysis in Social MediaAshiq VM, E. J. Thomson Fredrik, N. Krishna Kumar, Fred Torres‐Cruz, Jordan Piero Borda Colque, Geetha Manoharan2023Conferencia17 citas