DCC | Académicas/os - Nelson Baloian

DCC

Académicas/os

Nelson Baloian

Profesor Asociado

Anexo +56229784954 Oficina Of. P315

Nelson Baloian T.

Nombramiento Académico Actual

  • Académico - Profesor Asociado

Títulos y Grados

  • Doctor - U. de Duisburg 1998
  • Ingeniero Civil en Computación - Universidad De Chile 1988

Docencia Últimos 7 años

Memorias y Tesis Últimos 7 años

Participación como Profesor Guía

  • Kine VR una simulación interactiva de mecánica clásica en realidad virtual, 2025
  • Aplicación de un sistema de clasificación interpretable para la caracterización de usuarios de la tarjeta bip!, 2025
  • Gamificación en museo virtual de khachkars, 2025
  • Desarrollo de una herramienta de visualización de mecanismos focales facilitando la comprensión y respuesta ante riesgos sísmicos, 2025
  • Reparación de mallas 3D con deep learning, 2025
  • Plataforma para la generación de mapas 3D inmersivos accesibles en la web utilizando Gaussian Splats, 2024
  • Integración de una interfaz cerebro-computador para interactuar en un ambiente de realidad virtual educativo, 2024
  • Hacia una alternativa de crowdsourcing para museos virtuales, 2024
  • Análisis de métodos de aprendizaje utilizando interfaces cerebro-computador, 2024
  • Implicit HCI in geocollaborative hyperstories environments improving geocollaboration and usability, 2024
  • Cybersickness en diferentes técnicas de movimiento para realidad virtual, 2024
  • Sistema de captura y análisis simultáneo de datos médicos no estructurados para investigaciones en FALP usando REDCap, 2024
  • Implementando interacción gestual en mundos de realidad virtual aplicado a un museo, 2024
  • Algorithm for interpretable clustering using Dempster-Shafer theory, 2024
  • Evaluation of 3d reconstruction for cultural heritage applications, 2024
  • Implementación de un sistema de información de gestión ambiental para una faena minera, 2024
  • Predicción de efectividad de tratamientos no convencionales en pacientes con cáncer de mama HER2, 2023
  • Automatización del proceso de reconstrucción de modelos 3D a partir de imágenes o videos almacenados en plataforma Web para exposiciones en museo virtual, 2023
  • Detección temprana de anomalías en un provisionador de plataformas de telecomunicaciones, 2022
  • Análisis de preferencias de gestos de manos en VR para niños de enseñanza básica, 2021
  • Dealing with incomplete and uncertain context data in geographic information, 2021
  • Aplicación móvil para conectar pasajeros y taxi colectivos, 2021
  • Embedded regression method based on dempster-shafer theory, 2020
  • Desarrollo de un sistema de tasación y predicción de precios de autos usados en Chile, 2020
  • Interpretable method for general classification using Dempster-Shafer theory, 2020

Investigación Últimos 7 Años

Publicaciones

  • Spatial Transfer Learning for Urban Prediction using H3 Indexing and POI-based Representations Proceedings of the International Conference on Computer Supported Cooperative Work in Design, CSCWD, 2026
  • Explaining Performance Issues of Cloud Applications From Logs Using Rule Induction and Dempster-Shafer Theory IEEE ACCESS, 2026
  • Interpretable Clustering Using Dempster-Shafer Theory JOURNAL OF UNIVERSAL COMPUTER SCIENCE, 2025
  • Predicting Pathologic Complete Response to Neoadjuvant Treatment in HER2-positive Breast Cancer using Interpretable Classification JOURNAL OF UNIVERSAL COMPUTER SCIENCE, 2025
  • Detecting Arousal and Valence in Engineering Students’ Learning Activities Using Brain-Computer Interfaces Lecture Notes in Networks and Systems, 2024
  • Feature-oriented Digital Twins for Life Cycle Phases Using the Example of Reliable Museum Analytics Proceedings of the 8th International Symposium on Reliability Engineering and Risk Management, ISRERM 2022, 2024
  • Active Participation vs. Directed Observation in Collaborative 3D Virtual Museums Lecture Notes in Computer Science, 2024
  • Discovery of Cloud Incidents through Streaming Consolidation of Events across Timeline and Topology Hierarchy Proceedings of IEEE/IFIP Network Operations and Management Symposium 2024, NOMS 2024, 2024
  • The Diagnosis-Effective Sampling of Application Traces APPLIED SCIENCES-BASEL, 2024
  • Discovery of Cloud Applications from Logs Future Internet, 2024
  • A Study on Automated Problem Troubleshooting in Cloud Environments with Rule Induction and Verification APPLIED SCIENCES-BASEL, 2024
  • Optimizing SaaS Solutions for Enhanced Sustainability and Predictive Management of Cloud Assets ACM International Conference Proceeding Series, 2023
  • Bridging the Gap: Enhancing Geospatial Analysis with Natural Language and Scenario Generation Language Lecture Notes in Networks and Systems, 2023
  • The Mind in Virtual Meetings: Comparing VR and Video Conferencing Environments Through Experiential Impact Assessment and EEG Analysis Lecture Notes in Networks and Systems, 2023
  • Retail Indicators Forecasting and Planning JOURNAL OF UNIVERSAL COMPUTER SCIENCE, 2023
  • Evaluation of 3D Reconstruction for Cultural Heritage Applications Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023, 2023
  • Digital Twins and Enabling Technologies in Museums and Cultural Heritage: An Overview SENSORS, 2023
  • Hand Gesture Preferences Analysis for a Virtual Reality Scenario Lecture Notes in Networks and Systems, 2023
  • Correction to: Applying the concept of implicit HCI to a groupware environment for teaching ethics (Personal and Ubiquitous Computing, (2022), 26, 6, (1373-1391), 10.1007/s00779-020-01495-z) PERSONAL AND UBIQUITOUS COMPUTING, 2022
  • Applying the concept of implicit HCI to a groupware environment for teaching ethics PERSONAL AND UBIQUITOUS COMPUTING, 2022
  • Implicit HCI for Geocollaborative Hyperstories Creation Lecture Notes in Computer Science, 2022
  • Preface Lecture Notes in Computer Science, 2022
  • Challenges for Smart Environments-Human-Centered Computing, Data Science, and Ambient Intelligence: J.UCS Special Issue Volume 1 Data Science and Information-theoretic Approaches for Smart Systems, and Technical Challenges for Smart Environments JOURNAL OF UNIVERSAL COMPUTER SCIENCE, 2021
  • Designing, Realizing, Running, and Evaluating Virtual Museum-a Survey on Innovative Concepts and Technologies JOURNAL OF UNIVERSAL COMPUTER SCIENCE, 2021
  • Challenges for Smart Environments - Human-Centered Computing, Data Science, and Ambient Intelligence JOURNAL OF UNIVERSAL COMPUTER SCIENCE, 2021
  • Automatic Content Analysis of Student Moral Discourse in a Collaborative Learning Activity Lecture Notes in Computer Science, 2021
  • Forecasting Key Retail Performance Indicators Using Interpretable Regression SENSORS, 2021
  • Predicting Stroke Risk With an Interpretable Classifier IEEE ACCESS, 2021
  • Twenty-five Years of Journal of Universal Computer Science: A Bibliometric Overview JOURNAL OF UNIVERSAL COMPUTER SCIENCE, 2020
  • Feature Selection for Health Care Costs Prediction Using Weighted Evidential Regression SENSORS, 2020
  • Applying Dempster-Shafer theory for developing a flexible, accurate and interpretable classifier EXPERT SYSTEMS WITH APPLICATIONS, 2020