Elpiniki Papageorgiou

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 32

Top Topics

Partial Rankings

Positron Emission Tomography

Machine Learning

Top Venues

Publications

Serafeim P. Moustakidis, Nikolaos I. Papandrianos, Eirini Christodolou, Elpiniki Papageorgiou, Dimitrios Tsaopoulos
Dense neural networks in knee osteoarthritis classification: a study on accuracy and fairness. Neural Comput. Appl. 35 (1) (2023)
Theodoros Tziolas, Konstantinos Papageorgiou, Theodosios Theodosiou, Aikaterini Rapti, Theofilos Mastos, Angelos Papadopoulos, Elpiniki Papageorgiou
Root Cause Analysis with Fuzzy Cognitive Maps and Correlation Coefficient. EUSFLAT/AGOP (2023)
Theodosis Theodosiou, Aikaterini Rapti, Konstantinos Papageorgiou, Theodoros Tziolas, Elpiniki Papageorgiou, Nikolaos Dimitriou, George Margetis, Dimitrios Tzovaras
A Review Study on ML-based Methods for Defect-Pattern Recognition in Wafer Maps. ISM (2023)
Anna Feleki, Ioannis D. Apostolopoulos, Elpiniki Papageorgiou, Serafeim P. Moustakidis, Nikolaos D. Papathanasiou, Dimitris J. Apostolopoulos, Konstantinos Kokkinos, Nikolaos I. Papandrianos
Deep Fuzzy Cognitive Map methodology for Non-Small Cell Lung Cancer diagnosis based on Positron Emission Tomography imaging. IISA (2023)
Agorastos-Dimitrios Samaras, Ioannis D. Apostolopoulos, Serafeim P. Moustakidis, Elpiniki Papageorgiou, Nikolaos D. Papathanasiou, Dimitris J. Apostolopoulos, Nikolaos I. Papandrianos
Explainable Classification for Non-Small Cell Lung Cancer Based on Positron Emission Tomography Features and Clinical Data. IISA (2023)
Lampros Leontaris, Andreana Mitsiaki, Paschalis Charalampous, Nikolaos Dimitriou, Eleni Leivaditou, Aristoklis Karamanidis, George Margetis, Konstantinos C. Apostolakis, Sebastián Pantoja, Constantine Stephanidis, Dimitrios Tzovaras, Elpiniki Papageorgiou
A blockchain-enabled deep residual architecture for accountable, in-situ quality control in industry 4.0 with minimal latency. Comput. Ind. 149 (2023)
Theodoros Tziolas, Theodosis Theodosiou, Konstantinos Papageorgiou, Aikaterini Rapti, Nikolaos Dimitriou, Dimitrios Tzovaras, Elpiniki Papageorgiou
Wafer Map Defect Pattern Recognition using Imbalanced Datasets. IISA (2022)
Gayathri Soman, M. V. Vivek, M. V. Judy, Elpiniki Papageorgiou, Vassilis C. Gerogiannis
Precision-Based Weighted Blending Distributed Ensemble Model for Emotion Classification. Algorithms 15 (2) (2022)
Serafeim P. Moustakidis, Athanasios Siouras, Konstantinos Vassis, Ioannis Misiris, Elpiniki Papageorgiou, Dimitrios Tsaopoulos
Prediction of Injuries in CrossFit Training: A Machine Learning Perspective. Algorithms 15 (3) (2022)
K. Haritha, M. V. Judy, Konstantinos Papageorgiou, Vassilis C. Gerogiannis, Elpiniki Papageorgiou
Distributed Fuzzy Cognitive Maps for Feature Selection in Big Data Classification. Algorithms 15 (10) (2022)
Charis Ntakolia, Christos Kokkotis, Serafeim P. Moustakidis, Elpiniki Papageorgiou
An explainable machine learning pipeline for backorder prediction in inventory management systems. PCI (2021)
Serafeim P. Moustakidis, Athanasios Siouras, Nikolaos I. Papandrianos, Charis Ntakolia, Elpiniki Papageorgiou
Deep Learning for Bone Metastasis Localisation in Nuclear Imaging data of Breast Cancer Patients. IISA (2021)
Nikolaos I. Papandrianos, Anna Feleki, Elpiniki Papageorgiou
Exploring Classification of SPECT MPI images applying convolutional neural networks. PCI (2021)
Athanasios Anagnostis, Aristotelis C. Tagarakis, G. Asiminari, Elpiniki Papageorgiou, Dimitrios Kateris, Dimitrios Moshou, Dionysis Bochtis
A deep learning approach for anthracnose infected trees classification in walnut orchards. Comput. Electron. Agric. 182 (2021)
Lampros Leontaris, Nikolaos Dimitriou, Dimosthenis Ioannidis, Konstantinos Votis, Dimitrios Tzovaras, Elpiniki Papageorgiou
An Autonomous Illumination System for Vehicle Documentation Based on Deep Reinforcement Learning. IEEE Access 9 (2021)
Antonios Alexos, Christos Kokkotis, Serafeim P. Moustakidis, Elpiniki Papageorgiou, Dimitrios Tsaopoulos
Prediction of pain in knee osteoarthritis patients using machine learning: Data from Osteoarthritis Initiative. IISA (2020)
Christos Kokkotis, Serafeim P. Moustakidis, Elpiniki Papageorgiou, Giannis Giakas, Dimitrios Tsaopoulos
A Machine Learning workflow for Diagnosis of Knee Osteoarthritis with a focus on post-hoc explainability. IISA (2020)
Athanasios Anagnostis, Elpiniki Papageorgiou, Vasileios Dafopoulos, Dionysis D. Bochtis
Applying Long Short-Term Memory Networks for natural gas demand prediction. IISA (2019)
Konstantinos Papageorgiou, Katarzyna Poczeta, Elpiniki Papageorgiou, Vassilis C. Gerogiannis, George I. Stamoulis
Exploring an Ensemble of Methods that Combines Fuzzy Cognitive Maps and Neural Networks in Solving the Time Series Prediction Problem of Gas Consumption in Greece. Algorithms 12 (11) (2019)
Eirini Christodoulou, Serafeim P. Moustakidis, Nikolaos I. Papandrianos, Dimitrios Tsaopoulos, Elpiniki Papageorgiou
Exploring deep learning capabilities in knee osteoarthritis case study for classification. IISA (2019)
Serafeim P. Moustakidis, Eirini Christodoulou, Elpiniki Papageorgiou, Christos Kokkotis, Nikolaos I. Papandrianos, Dimitrios Tsaopoulos
Application of machine intelligence for osteoarthritis classification: a classical implementation and a quantum perspective. Quantum Mach. Intell. 1 (3-4) (2019)
Vasilios Zarikas, Elpiniki Papageorgiou, Damira Pernebayeva, Nurislam Tursynbek
Medical Decision Support Tool from a Fuzzy-Rules Driven Bayesian Network. ICAART (2) (2018)
Miklós Ferenc Hatwágner, Engin Yesil, M. Furkan Dodurka, Elpiniki Papageorgiou, Leon Urbas, László T. Kóczy
Two-Stage Learning Based Fuzzy Cognitive Maps Reduction Approach. IEEE Trans. Fuzzy Syst. 26 (5) (2018)
Gonzalo Nápoles, Rafael Falcon, Zoumpoulia Dikopoulou, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
Weighted aggregation of partial rankings using Ant Colony Optimization. Neurocomputing 250 (2017)
Gonzalo Nápoles, Rafael Falcon, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
Rough cognitive ensembles. Int. J. Approx. Reason. 85 (2017)
Evaggelia Lema, Anastasios Karaganis, Elpiniki Papageorgiou
A Fuzzy Logic Modeling of Measures Addressing Shipping CO2 Emissions. J. Intell. Syst. 26 (3) (2017)
Zoumpoulia Dikopoulou, Elpiniki Papageorgiou, Vijay Kumar Mago, Koen Vanhoof
A new approach using mixed graphical model for automatic design of fuzzy cognitive maps from ordinal data. FUZZ-IEEE (2017)
Gonzalo Nápoles, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
Learning and Convergence of Fuzzy Cognitive Maps Used in Pattern Recognition. Neural Process. Lett. 45 (2) (2017)
Dimitris Kofinas, Elpiniki Papageorgiou, Chrysi S. Laspidou, Nikolaos Mellios, Konstantinos Kokkinos
Daily multivariate forecasting of water demand in a touristic island with the use of artificial neural network and adaptive neuro-fuzzy inference system. CySWATER@CPSWeek (2016)
Gonzalo Nápoles, Rafael Falcon, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
Partitive granular Cognitive Maps to graded multilabel classification. FUZZ-IEEE (2016)
Gonzalo Nápoles, Isel Grau, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
Rough Cognitive Networks. Knowl. Based Syst. 91 (2016)
Gonzalo Nápoles, Zoumpoulia Dikopoulou, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
Prototypes construction from partial rankings to characterize the attractiveness of companies in Belgium. Appl. Soft Comput. 42 (2016)
Gonzalo Nápoles, Isel Grau, Rafael Bello, Maikel León, Koen Vanhoof, Elpiniki Papageorgiou
A computational tool for simulation and learning of Fuzzy Cognitive Maps. FUZZ-IEEE (2015)
Jayashree Subramanian, Akila Karmegam, Elpiniki Papageorgiou, Nikolaos I. Papandrianos, A. Vasukie
An integrated breast cancer risk assessment and management model based on fuzzy cognitive maps. Comput. Methods Programs Biomed. 118 (3) (2015)
Gonzalo Nápoles, Zoumpoulia Dikopoulou, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
Aggregation of Partial Rankings - An Approach Based on the Kemeny Ranking Problem. IWANN (2) (2015)
Vasilios Zarikas, Elpiniki Papageorgiou, Peter Regner
Bayesian network construction using a fuzzy rule based approach for medical decision support. Expert Syst. J. Knowl. Eng. 32 (3) (2015)
Sadra Ahmadi, Elpiniki Papageorgiou, Chung-Hsing Yeh, Rodney Martin
Managing readiness-relevant activities for the organizational dimension of ERP implementation. Comput. Ind. 68 (2015)
Sadra Ahmadi, Somayeh Alizadeh, Nafiseh Forouzideh, Chung-Hsing Yeh, Rodney Martin, Elpiniki Papageorgiou
ICLA imperialist competitive learning algorithm for fuzzy cognitive map: Application to water demand forecasting. FUZZ-IEEE (2014)
Sadra Ahmadi, Chung-Hsing Yeh, Rodney Martin, Elpiniki Papageorgiou
An FCM-Fuzzy AHP Approach to Estimating Organisational Readiness for Implementing an ERP System. AMCIS (2014)
Efi Papatheocharous, Jaana Nyfjord, Elpiniki Papageorgiou
Fuzzy Cognitive Maps as Decision Support Tools for Investigating Critical Agile Adoption Factors. LESS (2013)
Elpiniki Papageorgiou, Panagiota Spyridonos, Dimitris Glotsos, Chrysostomos D. Stylios, Panagiota Ravazoula, George Nikiforidis, Peter P. Groumpos
Brain tumor characterization using the soft computing technique of fuzzy cognitive maps. Appl. Soft Comput. 8 (1) (2008)
Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
Introducing Interval Analysis in Fuzzy Cognitive Map Framework. SETN (2006)
Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
Unsupervised learning techniques for fine-tuning fuzzy cognitive map causal links. Int. J. Hum. Comput. Stud. 64 (8) (2006)
Elpiniki Papageorgiou, George K. Georgoulas, Chrysostomos D. Stylios, George Nikiforidis, Peter P. Groumpos
Combining Fuzzy Cognitive Maps with Support Vector Machines for Bladder Tumor Grading. KES (1) (2006)
Panagiota Spyridonos, Elpiniki Papageorgiou, Peter P. Groumpos, George Nikiforidis
Integration of Expert Knowledge and Image Analysis Techniques for Medical Diagnosis. ICIAR (2) (2006)
Elpiniki Papageorgiou, Panagiota Spyridonos, Chrysostomos D. Stylios, Panagiota Ravazoula, Peter P. Groumpos, George Nikiforidis
Advanced soft computing diagnosis method for tumour grading. Artif. Intell. Medicine 36 (1) (2006)
Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
A Combined Fuzzy Cognitive Map and Decision Trees Model for Medical Decision Making. EMBC (2006)
Elpiniki Papageorgiou, Konstantinos E. Parsopoulos, Chrysostomos D. Stylios, Petros P. Groumpos, Michael N. Vrahatis
Fuzzy Cognitive Maps Learning Using Particle Swarm Optimization. J. Intell. Inf. Syst. 25 (1) (2005)
Elpiniki Papageorgiou, Peter P. Groumpos
A weight adaptation method for fuzzy cognitive map learning. Soft Comput. 9 (11) (2005)
Elpiniki Papageorgiou, Peter P. Groumpos
A new hybrid method using evolutionary algorithms to train Fuzzy Cognitive Maps. Appl. Soft Comput. 5 (4) (2005)
Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
Active Hebbian learning algorithm to train fuzzy cognitive maps. Int. J. Approx. Reason. 37 (3) (2004)
Elpiniki Papageorgiou, Peter P. Groumpos
A Weight Adaptation Method for Fuzzy Cognitive Maps to a Process Control Problem. International Conference on Computational Science (2004)
Elpiniki Papageorgiou, Konstantinos E. Parsopoulos, Peter P. Groumpos, Michael N. Vrahatis
Fuzzy Cognitive Maps Learning through Swarm Intelligence. ICAISC (2004)
Elpiniki Papageorgiou, Panagiota Spyridonos, Chrysostomos D. Stylios, Panagiota Ravazoula, George Nikiforidis, Peter P. Groumpos
The Challenge of Soft Computing Techniques for Tumor Characterization. ICAISC (2004)
Konstantinos E. Parsopoulos, Elpiniki Papageorgiou, Peter P. Groumpos, Michael N. Vrahatis
Evolutionary Computation Techniques for Optimizing Fuzzy Cognitive Maps in Radiation Therapy Systems. GECCO (1) (2004)
Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
An integrated two-level hierarchical system for decision making in radiation therapy based on fuzzy cognitive maps. IEEE Trans. Biomed. Eng. 50 (12) (2003)
Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
Fuzzy Cognitive Map Learning Based on Nonlinear Hebbian Rule. Australian Conference on Artificial Intelligence (2003)
Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
Learning algorithms for fuzzy cognitive maps. EUSFLAT Conf. (2001)