Ioannis Georgoulas

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 16

Top Topics

Learning Models

Confusion Matrix

Top Venues

Publications

Iason Katsamenis, George Kopsiaftis, Athanasios Voulodimos, Ioannis Rallis, Ioannis Georgoulas, Charalampos Zafeiropoulos, Anastasios Doulamis
A Deep Learning Framework for Segmentation of Road Defects Using ResUNet-a. PETRA (2024)
George Kopsiaftis, Iason Katsamenis, Ioannis Rallis, Nikolaos Bakalos, Charalampos Zafeiropoulos, Ioannis Georgoulas, Ioannis Kourtis, Ioannis Kavouras, Ioannis Markoulidakis, Eleni Eirini Karolou, Kyriaki Chiona, Panagiotis Panetsos, Ioannis Vergados, Athanasios Kokkinis, Dimitrios Stefanakis, Theodoros Raptis, Stephanos Camarinopoulos
IKAROS: a UAV-based integrated system for monitoring road defects and managing vehicle traffic and emergencies on road transport networks. PETRA (2024)
Ioannis Georgoulas, Eftychios Protopapadakis, Konstantinos Makantasis, Anastasios D. Doulamis
Tensor-based embedding for graph-based semi-supervised approaches. PETRA (2023)
Ioannis Georgoulas, Eftychios Protopapadakis, Konstantinos Makantasis, Dylan Seychell, Anastasios Doulamis, Nikolaos Doulamis
Graph-Based Semi-Supervised Learning With Tensor Embeddings for Hyperspectral Data Classification. IEEE Access 11 (2023)
Ioannis Rallis, Yannis Markoulidakis, Ioannis Georgoulas, George Kopsiaftis, Maria Kaselimi, Nikolaos D. Doulamis, Anastasios D. Doulamis
Interpretation of net promoter score attributes using explainable AI. PETRA (2022)
Ioannis Markoulidakis, George Kopsiaftis, Ioannis Rallis, Ioannis Georgoulas
Multi-Class Confusion Matrix Reduction method and its application on Net Promoter Score classification problem. PETRA (2021)
Konstantinos Makantasis, Alexandros Georgogiannis, Athanasios Voulodimos, Ioannis Georgoulas, Anastasios D. Doulamis, Nikolaos Doulamis
Rank-R FNN: A Tensor-Based Learning Model for High-Order Data Classification. CoRR (2021)
George Kopsiaftis, Ioannis Georgoulas, Ioannis Rallis, Ioannis Markoulidakis, Kostis Tzanettis, Michael Sfakianos, Nikolaos Doulamis
Application Programming Interface for a Customer Experience Analysis Tool. NiDS (2021)
Konstantinos Makantasis, Alexandros Georgogiannis, Athanasios Voulodimos, Ioannis Georgoulas, Anastasios D. Doulamis, Nikolaos Doulamis
Rank-R FNN: A Tensor-Based Learning Model for High-Order Data Classification. IEEE Access 9 (2021)
Ioannis Rallis, Ioannis Markoulidakis, Ioannis Georgoulas, George Kopsiaftis
A novel classification method for customer experience survey analysis. PETRA (2020)
Ioannis Markoulidakis, George Kopsiaftis, Ioannis Rallis, Ioannis Georgoulas, Anastasios D. Doulamis, Nikolaos Doulamis
Confusion Matrix Analysis for NPS. PCI (2020)
Konstantinos Makantasis, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Doulamis, Ioannis Georgoulas
Hyperspectral Image Classification with Tensor-Based Rank-R Learning Models. ICIP (2019)
Ioannis Rallis, Apostolos Langis, Ioannis Georgoulas, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis
An Embodied Learning Game Using Kinect and Labanotation for Analysis and Visualization of Dance Kinesiology. VS-GAMES (2018)
Ioannis Rallis, Ioannis Georgoulas, Nikolaos Doulamis, Athanasios Voulodimos, Panagiotis Terzopoulos
Extraction of key postures from 3D human motion data for choreography summarization. VS-GAMES (2017)
Emmanouil Fytrakis, Ioannis Georgoulas, Jose Part, Yuting Zhu
Speech-based home automation system. BCS HCI (2015)
John D. Garofalakis, Ioannis Georgoulas, Andreas Komninos, Periklis Ntentopoulos, Athanasios Plessas
Sensing Airports' Traffic by Mining Location Sharing Social Services. ICWE Workshops (2015)
John D. Garofalakis, Ioannis Georgoulas, Andreas Komninos, Periklis Ntentopoulos, Athanasios Plessas
Location sharing services as sensors for analyzing airports' traffic. MobiQuitous (2014)