Publicaciones
Producción científica de los miembros del instituto.
Heuristic-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 systemsDengueAI 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 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 citasA review on future prospects on magnetic levitation for disease diagnosisFred Torres‐Cruz, K. Nerkar Charushila, S. Chobe Santosh, N. Subasree, Abhishek Madduri, Bhasker Pant2023ConferenciaAIP conference proceedings1 citasAppraisal of a Rural Mobile Telephony Service Propagation ModelGuido Humberto Cayo-Cabrera, Teobaldo Raúl Basurco-Chambilla, Oscar Peña-Cáceres, Elmer A. Chunga-Zapata, Fred Torres‐Cruz2023ConferenciaSmart innovation, systems and technologiesAutomatic Extraction of Metadata Based on Natural Language Processing for Research Documents in Institutional RepositoriesAlain Paul Herrera-Urtiaga, Fred Torres‐Cruz, Charles Ignacio Mendoza-Mollocondo, Juan-Reynaldo Paredes-Quispe, Edwin Wilber Chambi-Mamani2023ConferenciaSmart innovation, systems and technologiesBilingual Chatbot Powered by Artificial Intelligence for Academic AdviceFred Torres‐Cruz, Leonel Coyla-Idme, Juan C. Juarez-Vargas, Rajesh Singh, Maloth Upender, Dhiraj Kapila2023Conferencia1 citasBlockchain-Enabled Consensus Mechanisms for Data Integrity and Security in Edge and Cloud Computing EnvironmentsFred Torres‐Cruz, Shaikh Abdul Hannan, Anil Pandurang Gaikwad, Amruta. B. P, Meenakshi Pramod Jadhav, Bandi Bhaskar2023Conferencia