Elpiniki Papageorgiou

66 papers B 4C 2Misc 3Journal 30Unranked 26

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Explainable YOLOv8 model for solitary pulmonary nodules classification using positron emission tomography and computed tomography scans. J. Intell. Syst. Agorastos-Dimitrios Samaras, Serafeim P. Moustakidis, Ioannis D. Apostolopoulos, Elpiniki Papageorgiou, Nikolaos D. Papathanasiou, Dimitris J. Apostolopoulos, Nikolaos I. Papandrianos
2025	J	`jnl`	Experimental Comparative Analysis of Centralized vs. Decentralized Coordination of Aerial-Ground Robotic Teams for Agricultural Operations. Robotics Dimitrios Katikaridis, Lefteris Benos, Patrizia Busato, Dimitrios Kateris, Elpiniki Papageorgiou, George C. Karras, Dionysis Bochtis
2025	J	`jnl`	Neural-FCM: a deep learning approach for weight matrix optimization in Fuzzy Cognitive Map classifiers. Appl. Intell. Theodoros Tziolas, Konstantinos Papageorgiou, Ioannis D. Apostolopoulos, Elpiniki Papageorgiou
2024	—	`conf`	Applying LSTM for River's Water Level Forecasting as Potential Flood Indication: A Case Study in Greece. IISA Theodoros Tziolas, Elpiniki Papageorgiou, Konstantinos Papageorgiou, Georgios Zardas, Alexios Lekidis, Papazoglou Panagiotis
2024	—	`conf`	Medical Decision Support System in Nuclear Medicine Diagnosis for Non-Small Cell Lung Cancer and Coronary Artery Disease: A First Stage Prototype. IISA Agorastos-Dimitrios Samaras, Anna Feleki, Ioannis D. Apostolopoulos, Serafeim P. Moustakidis, Elpiniki Papageorgiou, Konstantinos Kokkinos, Nikolaos I. Papandrianos
2024	—	`conf`	Multimodal Diagnosis using Deep Fuzzy Cognitive Map with Extreme Learning Machine Integrated into a Medical Decision Support System for Coronary Artery Disease and Non-Small Cell Lung Cancer Detection. PCI Elpiniki Papageorgiou, Anna Feleki, Nikolaos I. Papandrianos, Ioannis D. Apostolopoulos, Konstantinos Papageorgiou, Nikolaos D. Papathanasiou, Dimitrios J. Apostolopoulos
2023	J	`jnl`	A blockchain-enabled deep residual architecture for accountable, in-situ quality control in industry 4.0 with minimal latency. Comput. Ind. 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
2023	—	`conf`	Deep Fuzzy Cognitive Map methodology for Non-Small Cell Lung Cancer diagnosis based on Positron Emission Tomography imaging. IISA Anna Feleki, Ioannis D. Apostolopoulos, Elpiniki Papageorgiou, Serafeim P. Moustakidis, Nikolaos D. Papathanasiou, Dimitris J. Apostolopoulos, Konstantinos Kokkinos, Nikolaos I. Papandrianos
2023	C	`conf`	Deep Fuzzy Cognitive Maps for Defect Inspection in Antenna Assembly. ISM Theodoros Tziolas, Konstantinos Papageorgiou, Anna Feleki, Theodosis Theodosiou, K. Rapti, Elpiniki Papageorgiou, Sebastián Pantoja, A. Cuinas
2023	J	`jnl`	Dense neural networks in knee osteoarthritis classification: a study on accuracy and fairness. Neural Comput. Appl. Serafeim P. Moustakidis, Nikolaos I. Papandrianos, Eirini Christodolou, Elpiniki Papageorgiou, Dimitrios Tsaopoulos
2023	—	`conf`	Explainable Classification for Non-Small Cell Lung Cancer Based on Positron Emission Tomography Features and Clinical Data. IISA Agorastos-Dimitrios Samaras, Ioannis D. Apostolopoulos, Serafeim P. Moustakidis, Elpiniki Papageorgiou, Nikolaos D. Papathanasiou, Dimitris J. Apostolopoulos, Nikolaos I. Papandrianos
2023	—	`conf`	Root Cause Analysis with Fuzzy Cognitive Maps and Correlation Coefficient. EUSFLAT/AGOP Theodoros Tziolas, Konstantinos Papageorgiou, Theodosios Theodosiou, Aikaterini Rapti, Theofilos Mastos, Angelos Papadopoulos, Elpiniki Papageorgiou
2022	C	`conf`	A Review Study on ML-based Methods for Defect-Pattern Recognition in Wafer Maps. ISM Theodosis Theodosiou, Aikaterini Rapti, Konstantinos Papageorgiou, Theodoros Tziolas, Elpiniki Papageorgiou, Nikolaos Dimitriou, George Margetis, Dimitrios Tzovaras
2022	J	`jnl`	Distributed Fuzzy Cognitive Maps for Feature Selection in Big Data Classification. Algorithms K. Haritha, M. V. Judy, Konstantinos Papageorgiou, Vassilis C. Gerogiannis, Elpiniki Papageorgiou
2022	J	`jnl`	Precision-Based Weighted Blending Distributed Ensemble Model for Emotion Classification. Algorithms Gayathri Soman, M. V. Vivek, M. V. Judy, Elpiniki Papageorgiou, Vassilis C. Gerogiannis
2022	J	`jnl`	Prediction of Injuries in CrossFit Training: A Machine Learning Perspective. Algorithms Serafeim P. Moustakidis, Athanasios Siouras, Konstantinos Vassis, Ioannis Misiris, Elpiniki Papageorgiou, Dimitrios Tsaopoulos
2022	—	`conf`	Wafer Map Defect Pattern Recognition using Imbalanced Datasets. IISA Theodoros Tziolas, Theodosis Theodosiou, Konstantinos Papageorgiou, Aikaterini Rapti, Nikolaos Dimitriou, Dimitrios Tzovaras, Elpiniki Papageorgiou
2021	J	`jnl`	A deep learning approach for anthracnose infected trees classification in walnut orchards. Comput. Electron. Agric. Athanasios Anagnostis, Aristotelis C. Tagarakis, Gabriela Asiminari, Elpiniki Papageorgiou, Dimitrios Kateris, Dimitrios Moshou, Dionysis Bochtis
2021	J	`jnl`	An Autonomous Illumination System for Vehicle Documentation Based on Deep Reinforcement Learning. IEEE Access Lampros Leontaris, Nikolaos Dimitriou, Dimosthenis Ioannidis, Konstantinos Votis, Dimitrios Tzovaras, Elpiniki Papageorgiou
2021	—	`conf`	An explainable machine learning pipeline for backorder prediction in inventory management systems. PCI Charis Ntakolia, Christos Kokkotis, Serafeim P. Moustakidis, Elpiniki Papageorgiou
2021	—	`conf`	Deep Learning for Bone Metastasis Localisation in Nuclear Imaging data of Breast Cancer Patients. IISA Serafeim P. Moustakidis, Athanasios Siouras, Nikolaos I. Papandrianos, Charis Ntakolia, Elpiniki Papageorgiou
2021	—	`conf`	Exploring Classification of SPECT MPI images applying convolutional neural networks. PCI Nikolaos I. Papandrianos, Anna Feleki, Elpiniki Papageorgiou
2020	—	`conf`	A Machine Learning workflow for Diagnosis of Knee Osteoarthritis with a focus on post-hoc explainability. IISA Christos Kokkotis, Serafeim P. Moustakidis, Elpiniki Papageorgiou, Giannis Giakas, Dimitrios Tsaopoulos
2020	—	`conf`	Prediction of pain in knee osteoarthritis patients using machine learning: Data from Osteoarthritis Initiative. IISA Antonios Alexos, Christos Kokkotis, Serafeim P. Moustakidis, Elpiniki Papageorgiou, Dimitrios Tsaopoulos
2019	J	`jnl`	Application of machine intelligence for osteoarthritis classification: a classical implementation and a quantum perspective. Quantum Mach. Intell. Serafeim P. Moustakidis, Eirini Christodoulou, Elpiniki Papageorgiou, Christos Kokkotis, Nikolaos I. Papandrianos, Dimitrios Tsaopoulos
2019	—	`conf`	Applying Long Short-Term Memory Networks for natural gas demand prediction. IISA Athanasios Anagnostis, Elpiniki Papageorgiou, Vasileios Dafopoulos, Dionysis D. Bochtis
2019	J	`jnl`	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 Konstantinos Papageorgiou, Katarzyna Poczeta, Elpiniki Papageorgiou, Vassilis C. Gerogiannis, George I. Stamoulis
2019	—	`conf`	Exploring deep learning capabilities in knee osteoarthritis case study for classification. IISA Eirini Christodoulou, Serafeim P. Moustakidis, Nikolaos I. Papandrianos, Dimitrios Tsaopoulos, Elpiniki Papageorgiou
2018	—	`conf`	Medical Decision Support Tool from a Fuzzy-Rules Driven Bayesian Network. ICAART (2) Vasilios Zarikas, Elpiniki Papageorgiou, Damira Pernebayeva, Nurislam Tursynbek
2018	J	`jnl`	Two-Stage Learning Based Fuzzy Cognitive Maps Reduction Approach. IEEE Trans. Fuzzy Syst. Miklós Ferenc Hatwágner, Engin Yesil, M. Furkan Dodurka, Elpiniki Papageorgiou, Leon Urbas, László T. Kóczy
2017	J	`jnl`	A Fuzzy Logic Modeling of Measures Addressing Shipping CO2 Emissions. J. Intell. Syst. Evaggelia Lema, Anastasios Karaganis, Elpiniki Papageorgiou
2017	B	`conf`	A new approach using mixed graphical model for automatic design of fuzzy cognitive maps from ordinal data. FUZZ-IEEE Zoumpoulia Dikopoulou, Elpiniki Papageorgiou, Vijay Kumar Mago, Koen Vanhoof
2017	—	`ch.`	Efficiency in Energy Decision Support Systems Using Soft Computing Techniques. Intelligent Decision Support Systems for Sustainable Computing Konstantinos Kokkinos, Elpiniki Papageorgiou, Vassilios Dafopoulos, Ioannis Adritsos
2017	J	`jnl`	Learning and Convergence of Fuzzy Cognitive Maps Used in Pattern Recognition. Neural Process. Lett. Gonzalo Nápoles, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
2017	J	`jnl`	Rough cognitive ensembles. Int. J. Approx. Reason. Gonzalo Nápoles, Rafael Falcon, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
2017	J	`jnl`	Weighted aggregation of partial rankings using Ant Colony Optimization. Neurocomputing Gonzalo Nápoles, Rafael Falcon, Zoumpoulia Dikopoulou, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
2016	—	`conf`	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 Dimitris Kofinas, Elpiniki Papageorgiou, Chrysi S. Laspidou, Nikolaos Mellios, Konstantinos Kokkinos
2016	B	`conf`	Partitive granular Cognitive Maps to graded multilabel classification. FUZZ-IEEE Gonzalo Nápoles, Rafael Falcon, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
2016	J	`jnl`	Prototypes construction from partial rankings to characterize the attractiveness of companies in Belgium. Appl. Soft Comput. Gonzalo Nápoles, Zoumpoulia Dikopoulou, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
2016	J	`jnl`	Rough Cognitive Networks. Knowl. Based Syst. Gonzalo Nápoles, Isel Grau, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
2015	B	`conf`	A computational tool for simulation and learning of Fuzzy Cognitive Maps. FUZZ-IEEE Gonzalo Nápoles, Isel Grau, Rafael Bello, Maikel León, Koen Vanhoof, Elpiniki Papageorgiou
2015	—	`conf`	Aggregation of Partial Rankings - An Approach Based on the Kemeny Ranking Problem. IWANN (2) Gonzalo Nápoles, Zoumpoulia Dikopoulou, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
2015	J	`jnl`	An integrated breast cancer risk assessment and management model based on fuzzy cognitive maps. Comput. Methods Programs Biomed. Jayashree Subramanian, Akila Karmegam, Elpiniki Papageorgiou, Nikolaos I. Papandrianos, A. Vasukie
2015	J	`jnl`	Bayesian network construction using a fuzzy rule based approach for medical decision support. Expert Syst. J. Knowl. Eng. Vasilios Zarikas, Elpiniki Papageorgiou, Peter Regner
2015	J	`jnl`	Managing readiness-relevant activities for the organizational dimension of ERP implementation. Comput. Ind. Sadra Ahmadi, Elpiniki Papageorgiou, Chung-Hsing Yeh, Rodney Martin
2014	—	`conf`	An FCM-Fuzzy AHP Approach to Estimating Organisational Readiness for Implementing an ERP System. AMCIS Sadra Ahmadi, Chung-Hsing Yeh, Rodney Martin, Elpiniki Papageorgiou
2014	B	`conf`	ICLA imperialist competitive learning algorithm for fuzzy cognitive map: Application to water demand forecasting. FUZZ-IEEE Sadra Ahmadi, Somayeh Alizadeh, Nafiseh Forouzideh, Chung-Hsing Yeh, Rodney Martin, Elpiniki Papageorgiou
2013	—	`conf`	Fuzzy Cognitive Maps as Decision Support Tools for Investigating Critical Agile Adoption Factors. LESS Efi Papatheocharous, Jaana Nyfjord, Elpiniki Papageorgiou
2008	J	`jnl`	Brain tumor characterization using the soft computing technique of fuzzy cognitive maps. Appl. Soft Comput. Elpiniki Papageorgiou, Panagiota Spyridonos, Dimitris Glotsos, Chrysostomos D. Stylios, Panagiota Ravazoula, George Nikiforidis, Peter P. Groumpos
2006	—	`conf`	A Combined Fuzzy Cognitive Map and Decision Trees Model for Medical Decision Making. EMBC Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
2006	J	`jnl`	Advanced soft computing diagnosis method for tumour grading. Artif. Intell. Medicine Elpiniki Papageorgiou, Panagiota Spyridonos, Chrysostomos D. Stylios, Panagiota Ravazoula, Peter P. Groumpos, George Nikiforidis
2006	—	`conf`	Combining Fuzzy Cognitive Maps with Support Vector Machines for Bladder Tumor Grading. KES (1) Elpiniki Papageorgiou, George K. Georgoulas, Chrysostomos D. Stylios, George Nikiforidis, Peter P. Groumpos
2006	—	`conf`	Integration of Expert Knowledge and Image Analysis Techniques for Medical Diagnosis. ICIAR (2) Panagiota Spyridonos, Elpiniki Papageorgiou, Peter P. Groumpos, George Nikiforidis
2006	—	`conf`	Introducing Interval Analysis in Fuzzy Cognitive Map Framework. SETN Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
2006	J	`jnl`	Unsupervised learning techniques for fine-tuning fuzzy cognitive map causal links. Int. J. Hum. Comput. Stud. Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
2005	J	`jnl`	A new hybrid method using evolutionary algorithms to train Fuzzy Cognitive Maps. Appl. Soft Comput. Elpiniki Papageorgiou, Peter P. Groumpos
2005	J	`jnl`	A weight adaptation method for fuzzy cognitive map learning. Soft Comput. Elpiniki Papageorgiou, Peter P. Groumpos
2005	J	`jnl`	Fuzzy Cognitive Maps Learning Using Particle Swarm Optimization. J. Intell. Inf. Syst. Elpiniki Papageorgiou, Konstantinos E. Parsopoulos, Chrysostomos D. Stylios, Petros P. Groumpos, Michael N. Vrahatis
2004	Misc	`conf`	A Weight Adaptation Method for Fuzzy Cognitive Maps to a Process Control Problem. International Conference on Computational Science Elpiniki Papageorgiou, Peter P. Groumpos
2004	J	`jnl`	Active Hebbian learning algorithm to train fuzzy cognitive maps. Int. J. Approx. Reason. Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
2004	—	`conf`	Evolutionary Computation Techniques for Optimizing Fuzzy Cognitive Maps in Radiation Therapy Systems. GECCO (1) Konstantinos E. Parsopoulos, Elpiniki Papageorgiou, Peter P. Groumpos, Michael N. Vrahatis
2004	Misc	`conf`	Fuzzy Cognitive Maps Learning through Swarm Intelligence. ICAISC Elpiniki Papageorgiou, Konstantinos E. Parsopoulos, Peter P. Groumpos, Michael N. Vrahatis
2004	Misc	`conf`	The Challenge of Soft Computing Techniques for Tumor Characterization. ICAISC Elpiniki Papageorgiou, Panagiota Spyridonos, Chrysostomos D. Stylios, Panagiota Ravazoula, George Nikiforidis, Peter P. Groumpos
2003	J	`jnl`	An integrated two-level hierarchical system for decision making in radiation therapy based on fuzzy cognitive maps. IEEE Trans. Biomed. Eng. Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
2003	—	`conf`	Fuzzy Cognitive Map Learning Based on Nonlinear Hebbian Rule. Australian Conference on Artificial Intelligence Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
2001	—	`conf`	Learning algorithms for fuzzy cognitive maps. EUSFLAT Conf. Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos