Chrysostomos D. Stylios

165 papers A 1B 16C 12Misc 2Journal 51Unranked 83

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Backpropagation-Based Counterfactual Explanations for Quasi-Nonlinear Fuzzy Cognitive Maps. IEEE Trans. Syst. Man Cybern. Syst. Marios Tyrovolas, Gonzalo Nápoles, Chrysostomos D. Stylios
2026	—	`conf`	Block-Aware Distributed Data Pipelines for Out-of-Core Tabular Machine Learning. EuroMLSys@EuroSys Dimitris Metaxakis, Argiris Sofotasios, Chrysostomos D. Stylios, Panagiotis Hadjidoukas
2026	J	`jnl`	Digital Boundaries and Consent in the Metaverse: A Comparative Review of Privacy Risks. J. Cybersecur. Priv. Sofia Sakka, Vasiliki Liagkou, Afonso Ferreira, Chrysostomos D. Stylios
2026	J	`jnl`	Modeling Coprolalia as a Bipartite Matching and Potential Game With Learning Dynamics. IEEE Access Evangelos D. Spyrou, Christoforos Nestoris, Vassilios Kappatos, Chrysostomos D. Stylios
2026	J	`jnl`	Probabilistic Bit-Similarity-Based Key Agreement Protocol Employing Fuzzy Extraction for Secure and Lightweight Wireless Sensor Networks. J. Cybersecur. Priv. Sofia Sakka, Vasiliki Liagkou, Yannis C. Stamatiou, Chrysostomos D. Stylios
2025	—	`conf`	A Review of Automatic Text Summarization: The Case of Greek Legal Documents. SEEDA-CECNSM Lamprini Pappa, Petros S. Karvelis, Chrysostomos D. Stylios
2025	J	`jnl`	Advanced Computer Vision Methods for Avian Risk Assessment Using Multispectral Drones. IEEE Access Dimitrios Mpouziotas, Petros S. Karvelis, Ioulia Kapsali, Chrysostomos D. Stylios, Vasilios Tsiouris
2025	J	`jnl`	Classification of Earthquakes Using Grammatical Evolution. Algorithms Constantina Kopitsa, Ioannis G. Tsoulos, Vasileios Charilogis, Chrysostomos D. Stylios
2025	—	`conf`	Depressive Thought Retrieval as a Probabilistic Database Query System. SEEDA-CECNSM Evangelos D. Spyrou, Vassilios Kappatos, Chrysostomos D. Stylios
2025	—	`conf`	Design and Development of a Virtual Reality System: Application to the Training of Small Vessel Skippers. SEEDA-CECNSM Panagiotis Georgiou, Athanasios Christopoulos, Chrysostomos D. Stylios
2025	—	`conf`	End-to-End Web-GIS and Computer Vision System Using UAV Imagery for Avian Monitoring and Risk Assessment. SEEDA-CECNSM Dimitrios Mpouziotas, Panagiotis Georgiou, Georgios Pachoulas, Petros S. Karvelis, Chrysostomos D. Stylios
2025	—	`conf`	Expansion of Open Metaverse Educational Framework (OMEF). SEEDA-CECNSM George Pachoulas, Athanasios Christopoulos, Chrysostomos D. Stylios
2025	J	`jnl`	Exploring the diverse world of SAX-based methodologies. Data Min. Knowl. Discov. Lamprini Pappa, Petros S. Karvelis, Chrysostomos D. Stylios
2025	—	`conf`	Greek Automatic Text Summarization: From General Language Models to Legal Domain Challenges. SEEDA-CECNSM Panagiota Athanasiou, Petros S. Karvelis, Chrysostomos D. Stylios
2025	—	`conf`	Machine Learning Based Solutions for Salt Marsh Monitoring. SEEDA-CECNSM Dimitrios Mitrogiorgos, Petros S. Karvelis, Alice Stocco, Nikos Koutsias, Chrysostomos D. Stylios
2025	—	`conf`	Maritime Training Through Virtual Reality: System Design and Research Roadmap. XR (1) Panagiotis Georgiou, George Pachoulas, Athanasios Christopoulos, Chrysostomos D. Stylios, Ioannis G. Tsoulos
2025	—	`conf`	SAX-Based GNN Embeddings for Time Series. DSP Lamprini Pappa, Petros S. Karvelis, George K. Georgoulas, Chrysostomos D. Stylios
2025	—	`conf`	The Husky Cooperation Algorithm for Wireless Node Coordination in 6G D2D Networks. ComComAP Evangelos D. Spyrou, Vassilios Kappatos, Chrysostomos D. Stylios
2025	—	`conf`	Towards Efficient QoS in SDN: A Comprehensive Mapping Study. SEEDA-CECNSM Ioannis Koulouras, Spiridoula V. Margariti, Chrysostomos D. Stylios, Eleftherios Stergiou
2025	J	`jnl`	Transmission Power Control in Multi-Hop Communications of THz Communication Using a Potential Game Approach. Future Internet Evangelos D. Spyrou, Vassilios Kappatos, Chrysostomos D. Stylios
2025	J	`jnl`	Triple-Shield Privacy in Healthcare: Federated Learning, p-ABCs, and Distributed Ledger Authentication. J. Cybersecur. Priv. Sofia Sakka, Nikolaos Pavlidis, Vasiliki Liagkou, Ioannis Panges, Despina Elizabeth Filippidou, Chrysostomos D. Stylios, Anastasios Manos
2024	—	`conf`	A Blockchain Identity Privacy Management Framework for a Healthcare Application. Blockchain Sofia Sakka, Vasiliki Liagkou, Chrysostomos D. Stylios
2024	—	`conf`	A Conceptual Framework for Educational Metaverse. iMETA George Pachoulas, Athanasios Christopoulos, Chrysostomos D. Stylios
2024	—	`conf`	A Multimodal Computer Vision Approach for Wildlife Bird Surveillance using Drones. SEEDA-CECNSM Dimitrios Mpouziotas, Petros S. Karvelis, Chrysostomos D. Stylios
2024	—	`conf`	Advanced Machine Learning for Predicting Parking Availability in Urban Areas. ISC2 Panagiotis Hadjidoukas, Aikaterini Florou, Dimitrios Salmas, Chrysostomos D. Stylios
2024	J	`jnl`	Advancing Explainable AI with Causal Analysis in Large-Scale Fuzzy Cognitive Maps. CoRR Marios Tyrovolas, Nikolaos D. Kallimanis, Chrysostomos D. Stylios
2024	J	`jnl`	AliAmvra - Enhancing Customer Experience through the Application of Machine Learning Techniques for Survey Data Assessment and Analysis. Inf. Dimitris Mpouziotas, Jeries Besharat, Ioannis G. Tsoulos, Chrysostomos D. Stylios
2024	—	`conf`	Building a Real Live Video Streaming System Using Ephemeral Infrastructure. PCI Theodoros Rizos, Spiridoula V. Margariti, Eleftherios Stergiou, Chrysostomos D. Stylios
2024	—	`conf`	Cell Zooming in LTE-R as a Potential Game. PRO-VE (2) Evangelos D. Spyrou, Chrysostomos D. Stylios
2024	—	`conf`	Enhancing Visitor Experience and Hospitality in Accommodation Facilities through Smart Tourism and Mobile Technology. SEEDA-CECNSM George Pachoulas, Katerina Florou, Jeries Besharat, Chrysostomos D. Stylios
2024	—	`conf`	Leveraging Information Flow-Based Fuzzy Cognitive Maps for Interpretable Fault Diagnosis in Industrial Robotics. DoCEIS Marios Tyrovolas, Chrysostomos D. Stylios, Khurshid Aliev, Dario Antonelli
2024	C	`conf`	On the Privacy and Security for E-Education Metaverse. EDUCON Sofia Sakka, Vasiliki Liagkou, Chrysostomos D. Stylios, Afonso Ferreira
2024	J	`jnl`	Quantum Congestion Game for Overcrowding Prevention Within Airport Common Areas. Comput. Evangelos D. Spyrou, Vassilios Kappatos, Chrysostomos D. Stylios
2024	J	`jnl`	The Impact of Immersive Virtual Reality on Knowledge Acquisition and Adolescent Perceptions in Cultural Education. Inf. Athanasios Christopoulos, Maria Styliou, Nikolaos Ntalas, Chrysostomos D. Stylios
2024	J	`jnl`	Towards a Taxonomy of Industrial Challenges and Enabling Technologies in Industry 4.0. IEEE Access Roberto Figliè, Riccardo Amadio, Marios Tyrovolas, Chrysostomos D. Stylios, Lukasz Pasko, Dorota Stadnicka, Anna Carreras-Coch, Agustín Zaballos, Joan Navarro, Daniele Mazzei
2024	—	`conf`	Virtual Museum Gamification for Discovery-Based Online Learning in the Metaverse. CSEDU (1) Stylianos Mystakidis, Penelope Theologi-Gouti, Athanasios Christopoulos, Chrysostomos D. Stylios
2023	J	`jnl`	Assessment of SDN Controllers in Wireless Environment Using a Multi-Criteria Technique. Inf. Ioannis Koulouras, Ilias Bobotsaris, Spiridoula V. Margariti, Eleftherios Stergiou, Chrysostomos D. Stylios
2023	J	`jnl`	COVID-19 Predictive Models Based on Grammatical Evolution. SN Comput. Sci. Ioannis G. Tsoulos, Chrysostomos D. Stylios, Vlasis Charalampous
2023	J	`jnl`	Classification of CO Environmental Parameter for Air Pollution Monitoring with Grammatical Evolution. Algorithms Evangelos D. Spyrou, Chrysostomos D. Stylios, Ioannis G. Tsoulos
2023	J	`jnl`	Distributed Denial of Service Classification for Software-Defined Networking Using Grammatical Evolution. Future Internet Evangelos D. Spyrou, Ioannis G. Tsoulos, Chrysostomos D. Stylios
2023	J	`jnl`	Exploiting Security Issues in Human Activity Recognition Systems (HARSs). Inf. Sofia Sakka, Vasiliki Liagkou, Chrysostomos D. Stylios
2023	—	`conf`	Modeling Network Traffic and Exploring Distribution Fitting: A Case Study on Spotify. SEEDA-CECNSM Odysseas Karadimas, Aikaterini Florou, Spiridoula V. Margariti, Eleftherios Stergiou, Chrysostomos D. Stylios
2023	—	`conf`	Reviewing Deep Learning-Based Feature Extractors in a Novel Automotive SLAM Framework. MED Christos Anagnostopoulos, Aris S. Lalos, Petros Kapsalas, Duong Nguyen Van, Chrysostomos D. Stylios
2022	—	`conf`	A comparative study on recognizing human activities by applying diverse Machine Learning approaches. EMBC Lamprini Pappa, Petros S. Karvelis, Chrysostomos D. Stylios
2022	C	`conf`	App for Physical Fitness Improvement based on Physical Activity Guidelines and Self-Testing Tools. BSN Giannis-Panagiots Botilias, Chrysostomos D. Stylios
2022	—	`conf`	Design and Development of an Efficient Traceability System for Greek Kiwifruit. HAICTA Spiridoula V. Margariti, Dimitris Salmas, George Pachoulas, Paraskevas Schismenos, Penelope Baltzoi, Konstantina Fotia, Charalampos Karipidis, Ioannis L. Tsirogiannis, Chrysostomos D. Stylios
2022	—	`conf`	Eukreas: An Integrated Framework for the Effective Traceability of Greek Meat - Abstract. HAICTA Spiridoula V. Margariti, Jeries Besharat, Dimitris Salmas, George Pachoulas, Giannis Botilias, Chrysostomos D. Stylios, Dimitrios Kafetzopoulos, Dimitrios Skalkos
2022	—	`conf`	Examining n-grams and Multinomial Naïve Bayes Classifier for Identifying the Author of the Text "Epistle to the Hebrews". ICAART (1) Panagiotis Satos, Chrysostomos D. Stylios
2022	J	`jnl`	Industrial Needs in the Fields of Artificial Intelligence, Internet of Things and Edge Computing. Sensors Dorota Stadnicka, Jaroslaw Sep, Riccardo Amadio, Daniele Mazzei, Marios Tyrovolas, Chrysostomos D. Stylios, Anna Carreras-Coch, Juan Alfonso Merino, Tomasz Zabinski, Joan Navarro
2022	—	`conf`	Introducing Kiwifruit Water Footprint into a Traceability IT System. HAICTA Ioannis L. Tsirogiannis, Penelope Baltzoi, Konstantina Fotia, Dimitris Salmas, George Pachoulas, Charalampos Karipidis, Spiridoula V. Margariti, Chrysostomos D. Stylios
2022	—	`conf`	On the Performance of SDN Controllers in Real World Topologies. NFV-SDN Ioannis Koulouras, Spiridoula V. Margariti, Ilias Bobotsaris, Eleftherios Stergiou, Chrysostomos D. Stylios
2022	—	`conf`	Open-Source Integrated Simulation Framework for Cooperative Autonomous Vehicles. MECO Christos Anagnostopoulos, Christos Koulamas, Aris S. Lalos, Chrysostomos D. Stylios
2022	—	`conf`	Optimal MmWave Sensor Selection for Bearing-Only Localization in Smart Environments. MED Evangelos Vlachos, Evangelos D. Spyrou, Chrysostomos D. Stylios, Kostas Berberidis
2022	J	`jnl`	Role of Academics in Transferring Knowledge and Skills on Artificial Intelligence, Internet of Things and Edge Computing. Sensors Grzegorz Dec, Dorota Stadnicka, Lukasz Pasko, Maksymilian Madziel, Roberto Figliè, Daniele Mazzei, Marios Tyrovolas, Chrysostomos D. Stylios, Joan Navarro, Xavier Solé-Beteta
2022	—	`conf`	Security and Privacy Vulnerabilities in Human Activity Recognition systems. SEEDA-CECNSM Vasiliki Liagkou, Sofia Sakka, Chrysostomos D. Stylios
2022	—	`conf`	Smart Tourism via Smart Phone - An Enhanced Approach. SEEDA-CECNSM Giannis-Panagiots Botilias, George Pachoulas, Spiridoula V. Margariti, Jeries Besharat, Dimitrios Salmas, Chrysostomos D. Stylios
2022	—	`conf`	Tourette Syndrome's Coprolalia Explanation using Bipartite Graph Matching of Thoughts and Game Theoretic Model for Symptoms Minimisation. SEEDA-CECNSM Evangelos D. Spyrou, Christoforos Nestoris, Chrysostomos D. Stylios
2022	J	`jnl`	Towards a Taxonomy of Industrial Challenges and Enabling Technologies in Industry 4.0. CoRR Roberto Figliè, Riccardo Amadio, Marios Tyrovolas, Chrysostomos D. Stylios, Lukasz Pasko, Dorota Stadnicka, Anna Carreras-Coch, Agustín Zaballos, Joan Navarro, Daniele Mazzei
2022	—	`conf`	Tracking individuals' health using mobile applications and Machine Learning. SEEDA-CECNSM Giannis Botilias, Lamprini Pappa, Petros S. Karvelis, Chrysostomos D. Stylios
2021	—	`conf`	An adaptable Web GIS platform for monitoring Port air quality. MED George Pachoulas, Stefanos Petsios, Evangelos D. Spyrou, Chrysostomos D. Stylios
2021	J	`jnl`	An exploratory approach to fetal heart rate-pH-based systems. Signal Image Video Process. George K. Georgoulas, Petros S. Karvelis, Václav Chudácek, Jirí Spilka, Miroslav Bursa, Lenka Lhotská, Chrysostomos D. Stylios, George Nikolakopoulos
2021	C	`conf`	DSRC or LTE? Selecting the Best Medium for V2I Communication Using Game Theory. PRO-VE Evangelos D. Spyrou, Afroditi K. Anagnostopoulou, Chrysostomos D. Stylios
2021	—	`conf`	Designing a Cultural Augmented Reality Application For Educational Purposes. SEEDA-CECNSM Giannis Botilias, George Papantzikos, Athanasios Christopoulos, Jeries Besharat, Chrysostomos D. Stylios
2021	—	`conf`	Lesson Learnt by Using DevOps and Scrum for Development a Traceability Software. WorldCIST (4) Dimitrios Salmas, Giannis Botilias, Jeries Besharat, Chrysostomos D. Stylios
2021	—	`conf`	Risk Flood Assessment for the Arachthos River using Analytic Hierarchy Process. MED Paraskevas Schismenos, Petros S. Karvelis, Chrysostomos D. Stylios
2021	—	`conf`	Slopewise Aggregate Approximation SAX: keeping the trend of a time series. SSCI Lamprini Pappa, Petros S. Karvelis, George K. Georgoulas, Chrysostomos D. Stylios
2021	—	`conf`	Virtual Reality Escape Rooms for STEM Education in Industry 4.0: Greek Teachers Perspectives. SEEDA-CECNSM Stylianos Mystakidis, George Papantzikos, Chrysostomos D. Stylios
2020	—	`conf`	A Machine Learning Approach for Human Activity Recognition. pHealth Angelos Papoutsis, Giannis Botilias, Petros S. Karvelis, Chrysostomos D. Stylios
2020	—	`conf`	Design and Develop Cloud-based System for Meat Traceability. HAICTA Vlasis Charalampous, Spyridoula Margariti, Dimitris Salmas, Chrysostomos D. Stylios, Dimitris Kafetzopoulos, Dimitrios Skalkos
2020	—	`conf`	Designing and Developing a VR Environment for Indoor Fire Simulation. PCI Vlasis Charalampous, Jeries Besharat, Chrysostomos D. Stylios
2020	—	`conf`	Managing Traceability in the Meat Processing Industry: Principles, Guidelines and Technologies. HAICTA Dimitrios Kafetzopoulos, Chrysostomos D. Stylios, Dimitrios Skalkos
2020	—	`conf`	Multichannel Symbolic Aggregate Approximation Intelligent Icons: Application for Activity Recognition. SSCI Lamprini Pappa, Petros S. Karvelis, George K. Georgoulas, Chrysostomos D. Stylios
2020	J	`jnl`	PortWeather: A Lightweight Onboard Solution for Real-Time Weather Prediction. Sensors Petros S. Karvelis, Daniele Mazzei, Matteo Biviano, Chrysostomos D. Stylios
2020	—	`conf`	Track My Health: An IoT Approach for Data Acquisition and Activity Recognition. pHealth Giannis Botilias, Angelos Papoutsis, Petros S. Karvelis, Chrysostomos D. Stylios
2019	B	`conf`	Construction Industry Pursuit Intel Modeling Insights with FCM. FUZZ-IEEE Denise M. Case, Ty Blackburn, Chrysostomos D. Stylios
2019	B	`conf`	Empower Fuzzy Cognitive Maps Decision Making abilities with Swarm Intelligence Algorithms. SMC Giovanni Mazzuto, Chrysostomos D. Stylios
2019	J	`jnl`	Handling Privacy and Concurrency in an Online Educational Evaluation System. Balt. J. Mod. Comput. Vasiliki Liagkou, Chrysostomos D. Stylios, Aleksandr A. Petunin
2019	—	`conf`	Short Time Wind Forecasting with Uncertainty. IISA Petros S. Karvelis, Stefanos Petsios, George K. Georgoulas, Chrysostomos D. Stylios
2019	C	`conf`	VR Training for Security Awareness in Industrial IoT. PRO-VE Vasiliki Liagkou, Chrysostomos D. Stylios
2018	—	`conf`	A Trustworthy and Privacy Preserving Model for Online Competence Evaluation System. DepCoS-RELCOMEX Vasiliki Liagkou, Chrysostomos D. Stylios
2018	—	`conf`	Adopting and Embedding Machine Learning Algorithms in Microcontroller for Weather Prediction. IEEE Conf. on Intelligent Systems Petros S. Karvelis, Theofanis-Aristofanis Michail, Daniele Mazzei, Stefanos Petsios, Andrea Baù, Gabriele Montelisciani, Chrysostomos D. Stylios
2018	B	`conf`	Aggregate experts knowledge in Fuzzy Cognitive Maps. FUZZ-IEEE Giovanni Mazzuto, Maurizio Bevilacqua, Chrysostomos D. Stylios, Voula C. Georgopoulos
2018	C	`conf`	Exploring the Detectability of Short-Circuit Faults in Inverter-Fed Induction Motors. IECON George K. Georgoulas, Petros S. Karvelis, Chrysostomos D. Stylios, Lucia Frosini, Ioannis P. Tsoumas
2018	B	`conf`	Fuzzy Cognitive Maps designing through large dataset and experts' knowledge balancing. FUZZ-IEEE Giovanni Mazzuto, Filippo Emanuele Ciarapica, Chrysostomos D. Stylios, Voula C. Georgopoulos
2018	B	`conf`	Topic recommendation using Doc2Vec. IJCNN Petros S. Karvelis, Dimitris Gavrilis, George K. Georgoulas, Chrysostomos D. Stylios
2017	—	`conf`	An ordinal classification approach for CTG categorization. EMBC George K. Georgoulas, Petros S. Karvelis, Dimitris Gavrilis, Chrysostomos D. Stylios, George Nikolakopoulos
2017	B	`conf`	Ensemble learning for forecasting main meteorological parameters. SMC Petros S. Karvelis, Stavros Kolios, George K. Georgoulas, Chrysostomos D. Stylios
2017	J	`jnl`	The Use of a Multilabel Classification Framework for the Detection of Broken Bars and Mixed Eccentricity Faults Based on the Start-Up Transient. IEEE Trans. Ind. Informatics George K. Georgoulas, Vicente Climente-Alarcon, Jose A. Antonino-Daviu, Ioannis P. Tsoumas, Chrysostomos D. Stylios, Antero Arkkio, George Nikolakopoulos
2017	B	`conf`	Using fuzzy cognitive maps to model university desirability and selection. SMC Prasunjit Nayak, Sushmitha Madireddy, Denise M. Case, Chrysostomos D. Stylios
2016	Misc	`conf`	A WebGIS Application for Cloud Storm Monitoring. DB&IS Stavros Kolios, Dimitrios Loukadakis, Chrysostomos D. Stylios, Andreas Kazantzidis, Aleksandr A. Petunin
2016	C	`conf`	A multi-label classification approach for the detection of broken bars and mixed eccentricity faults using the start-up transient. INDIN George K. Georgoulas, Vicente Climente-Alarcon, Jose A. Antonino-Daviu, Chrysostomos D. Stylios, Antero Arkkio, George Nikolakopoulos
2016	—	`conf`	Examining nominal and ordinal classifiers for forecasting wind speed. IEEE Conf. on Intelligent Systems George K. Georgoulas, Stavros Kolios, Petros S. Karvelis, Chrysostomos D. Stylios
2016	—	`conf`	Fuzzy Cognitive Map to model project management problems. NAFIPS Denise M. Case, Chrysostomos D. Stylios
2016	—	`conf`	Introducing a Fuzzy Cognitive Map for modeling power market auction behavior. SSCI Denise M. Case, Chrysostomos D. Stylios
2016	B	`conf`	Timed-Fuzzy Cognitive Maps: An overview. SMC Evangelia Bourgani, George Manis, Chrysostomos D. Stylios, Voula C. Georgopoulos
2016	—	`conf`	Towards a fully automated tool for annotation of phasic electromyographic activity. MED Petros S. Karvelis, George K. Georgoulas, Jacqueline A. Fairley, Chrysostomos D. Stylios, David B. Rye, Donald L. Bliwise
2015	J	`jnl`	A Symbolic Representation Approach for the Diagnosis of Broken Rotor Bars in Induction Motors. IEEE Trans. Ind. Informatics Petros S. Karvelis, George K. Georgoulas, Ioannis P. Tsoumas, Jose Alfonso Antonino-Daviu, Vicente Climente-Alarcon, Chrysostomos D. Stylios
2015	J	`jnl`	A simulation based Decision Support System for logistics management. J. Comput. Sci. Maria Pia Fanti, Giorgio Iacobellis, Walter Ukovich, Valentina Boschian, George K. Georgoulas, Chrysostomos D. Stylios
2015	C	`conf`	Automatizing the detection of rotor failures in induction motors operated via soft-starters. IECON George K. Georgoulas, Petros S. Karvelis, Chrysostomos D. Stylios, Ioannis P. Tsoumas, Jose Alfonso Antonino-Daviu, Jesús A. Corral-Hernández, Vicente Climente-Alarcon, George Nikolakopoulos
2015	B	`conf`	Develop Fuzzy Cognitive Maps based on recorded data and information. FUZZ-IEEE Chrysostomos D. Stylios, Voula C. Georgopoulos
2015	—	`conf`	Fuzzy Cognitive Maps as a tool for modeling construction labor productivity. NAFIPS/WConSC Seungjun Ahn, A. J. Antony Chettupuzha, Ronald Ekyalimpa, Stephen Hague, Simaan M. AbouRizk, Chrysostomos D. Stylios
2015	—	`conf`	Sometimes, it is beneficial to process different types of uncertainty separately. NAFIPS/WConSC Chrysostomos D. Stylios, Andrzej Pownuk, Vladik Kreinovich
2015	—	`conf`	Symbolic Aggregate approXimation (SAX) under interval uncertainty. NAFIPS/WConSC Chrysostomos D. Stylios, Vladik Kreinovich
2015	—	`conf`	Symbolic time series analysis of the soft starting transient in induction machines. ICIT Petros S. Karvelis, George K. Georgoulas, Chrysostomos D. Stylios, Ioannis P. Tsoumas, Jose Alfonso Antonino-Daviu, Jesús A. Corral-Hernández, Vicente Climente-Alarcon, George Nikolakopoulos
2015	B	`conf`	Timed Fuzzy Cognitive Maps. FUZZ-IEEE Evangelia Bourgani, Chrysostomos D. Stylios, George Manis, Voula C. Georgopoulos
2015	J	`jnl`	Why Fuzzy Cognitive Maps Are Efficient. Int. J. Comput. Commun. Control Vladik Kreinovich, Chrysostomos D. Stylios
2014	C	`conf`	A Collaborative IT Network for Three Adriatic Maritime Ports. PRO-VE Stefanos Petsios, Chrysostomos D. Stylios
2014	—	`conf`	A three class treatment of the FHR classification problem using latent class analysis labeling. EMBC George K. Georgoulas, Jirí Spilka, Petros S. Karvelis, Václav Chudácek, Chrysostomos D. Stylios, Lenka Lhotská
2014	C	`conf`	An automated thermographic image segmentation method for induction motor fault diagnosis. IECON Petros S. Karvelis, George K. Georgoulas, Chrysostomos D. Stylios, Ioannis P. Tsoumas, Jose Alfonso Antonino-Daviu, Maria Jose Picazo Rodenas, Vicente Climente-Alarcon
2014	J	`jnl`	Automatic Pattern Identification Based on the Complex Empirical Mode Decomposition of the Startup Current for the Diagnosis of Rotor Asymmetries in Asynchronous Machines. IEEE Trans. Ind. Electron. George K. Georgoulas, Ioannis P. Tsoumas, Jose Alfonso Antonino-Daviu, Vicente Climente-Alarcon, Chrysostomos D. Stylios, Epaminondas D. Mitronikas, Athanasios N. Safacas
2014	—	`conf`	Discriminating Normal from "Abnormal" Pregnancy Cases Using an Automated FHR Evaluation Method. SETN Jirí Spilka, George K. Georgoulas, Petros S. Karvelis, Václav Chudácek, Chrysostomos D. Stylios, Lenka Lhotská
2014	—	`conf`	Fuzzy Cognitive Map scenario-based medical decision support systems for education. EMBC Voula C. Georgopoulos, Spyridoula Chouliara, Chrysostomos D. Stylios
2014	—	`conf`	Integrated Approach for Developing Timed Fuzzy Cognitive Maps. IEEE Conf. on Intelligent Systems (1) Evangelia Bourgani, Chrysostomos D. Stylios, George Manis, Voula C. Georgopoulos
2014	—	`conf`	Semi-Automated Annotation of Phasic Electromyographic Activity. SETN Petros S. Karvelis, Jacqueline Fairley, George K. Georgoulas, Chrysostomos D. Stylios, David B. Rye, Donald L. Bliwise
2014	—	`conf`	Time Dependent Fuzzy Cognitive Maps for Medical Diagnosis. SETN Evangelia Bourgani, Chrysostomos D. Stylios, George Manis, Voula C. Georgopoulos
2014	J	`jnl`	Wavelet analysis for detection of phasic electromyographic activity in sleep: Influence of mother wavelet and dimensionality reduction. Comput. Biol. Medicine Jacqueline Fairley, George K. Georgoulas, Otis L. Smart, George Dimakopoulos, Petros S. Karvelis, Chrysostomos D. Stylios, David B. Rye, Donald L. Bliwise
2013	J	`jnl`	"Seismic-mass" density-based algorithm for spatio-temporal clustering. Expert Syst. Appl. George K. Georgoulas, Antonios Konstantaras, Emmanuel Katsifarakis, Chrysostomos D. Stylios, Emmanuel Maravelakis, George J. Vachtsevanos
2013	—	`conf`	A study on Fuzzy Cognitive Map structures for Medical Decision Support Systems. EUSFLAT Conf. Evangelia Bourgani, Chrysostomos D. Stylios, Voula C. Georgopoulos, George Manis
2013	—	`conf`	Ambient Systems for the Environmental Monitoring: Characteristic Examples at Different Spatial Scales. AMBI-SYS Stavros Kolios, Chrysostomos D. Stylios
2013	B	`conf`	An adaptive method for the recovery of missing samples from FHR time series. CBMS Vangelis P. Oikonomou, Jirí Spilka, Chrysostomos D. Stylios, Lenka Lhotská
2013	C	`conf`	An intelligent icons approach for rotor bar fault detection. IECON Petros S. Karvelis, Ioannis P. Tsoumas, George K. Georgoulas, Chrysostomos D. Stylios, Jose Alfonso Antonino-Daviu, Vicente Climente-Alarcon
2013	—	`conf`	Automatic Evaluation of FHR Recordings from CTU-UHB CTG Database. ITBAM Jirí Spilka, George K. Georgoulas, Petros S. Karvelis, Vangelis P. Oikonomou, Václav Chudácek, Chrysostomos D. Stylios, Lenka Lhotská, Petr Janku
2013	C	`conf`	Fuzzy Cognitive Map Hierarchical Triage Decision Support for the Elderly. SIMULTECH Voula C. Georgopoulos, Chrysostomos D. Stylios
2013	C	`conf`	Integrated Large-Scale Environmental Information Systems: A Short Survey. PRO-VE Stavros Kolios, Olga Maurodimou, Chrysostomos D. Stylios
2013	J	`jnl`	Principal Component Analysis of the start-up transient and Hidden Markov Modeling for broken rotor bar fault diagnosis in asynchronous machines. Expert Syst. Appl. George K. Georgoulas, Mohammed Obaid Mustafa, Ioannis P. Tsoumas, Jose Alfonso Antonino-Daviu, Vicente Climente-Alarcon, Chrysostomos D. Stylios, George Nikolakopoulos
2013	—	`conf`	Supervisory Fuzzy Cognitive Map Structure for Triage Assessment and Decision Support in the Emergency Department. SIMULTECH (Selected Papers) Voula C. Georgopoulos, Chrysostomos D. Stylios
2012	—	`conf`	Decision Support Systems based on a UML description approach. IEEE Conf. of Intelligent Systems Spiros Vasilakos, Giorgio Iacobellis, Chrysostomos D. Stylios, Maria Pia Fanti
2012	A	`conf`	Integrating particle swarm optimization with reinforcement learning in noisy problems. GECCO Grigoris S. Piperagkas, George K. Georgoulas, Konstantinos E. Parsopoulos, Chrysostomos D. Stylios, Aristidis Likas
2012	J	`jnl`	Using nonlinear features for fetal heart rate classification. Biomed. Signal Process. Control. Jirí Spilka, Václav Chudácek, Michal Koucký, Lenka Lhotská, Michal Huptych, Petr Janku, George K. Georgoulas, Chrysostomos D. Stylios
2011	—	`conf`	Modeling complex logistics systems using soft computing methodology of Fuzzy Cognitive Maps. CASE Chrysostomos D. Stylios, George K. Georgoulas
2010	—	`conf`	A Hybrid Approach for Artifact Detection in EEG Data. ICANN (1) Jacqueline Fairley, George K. Georgoulas, Chrysostomos D. Stylios, David B. Rye
2010	—	`conf`	Automatic Classification of Intrapartal Fetal Heart-Rate Recordings - Can It Compete with Experts? ITBAM Václav Chudácek, Jirí Spilka, Michal Huptych, George K. Georgoulas, Petr Janku, Michal Koucký, Chrysostomos D. Stylios, Lenka Lhotská
2009	B	`conf`	Detection of articulation disorders using Empirical Mode Decomposition and neural networks. IJCNN George K. Georgoulas, Voula C. Georgopoulos, George Stylios, Chrysostomos D. Stylios
2009	—	`conf`	Discriminating between V and N Beats from ECGs Introducing an Integrated Reduced Representation along with a Neural Network Classifier. ICANN (2) Václav Chudácek, George K. Georgoulas, Michal Huptych, Chrysostomos D. Stylios, Lenka Lhotská
2009	B	`conf`	Evolutionary dimensionality reduction for crack localization in ship structures using a hybrid computational intelligent approach. IJCNN Vassilios Kappatos, George K. Georgoulas, Chrysostomos D. Stylios, Evangelos Dermatas
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
2008	J	`jnl`	Complementary case-based reasoning and competitive fuzzy cognitive maps for advanced medical decisions. Soft Comput. Voula C. Georgopoulos, Chrysostomos D. Stylios
2008	J	`jnl`	Fuzzy cognitive map architectures for medical decision support systems. Appl. Soft Comput. Chrysostomos D. Stylios, Voula C. Georgopoulos, Georgia A. Malandraki, Spyridoula Chouliara
2008	B	`conf`	Genetic algorithm enhanced Fuzzy Cognitive Maps for medical diagnosis. FUZZ-IEEE Chrysostomos D. Stylios, Voula C. Georgopoulos
2007	J	`jnl`	Novel approach for fetal heart rate classification introducing grammatical evolution. Biomed. Signal Process. Control. George K. Georgoulas, Dimitris Gavrilis, Ioannis G. Tsoulos, Chrysostomos D. Stylios, João Bernardes, 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	J	`jnl`	Feature Extraction and Classification of Fetal Heart Rate Using Wavelet Analysis and Support Vector Machines. Int. J. Artif. Intell. Tools George K. Georgoulas, Chrysostomos D. Stylios, Peter P. Groumpos
2006	—	`conf`	Introducing Interval Analysis in Fuzzy Cognitive Map Framework. SETN Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
2006	J	`jnl`	Predicting the risk of metabolic acidosis for newborns based on fetal heart rate signal classification using support vector machines. IEEE Trans. Biomed. Eng. George K. Georgoulas, Chrysostomos D. Stylios, Petros P. Groumpos
2006	—	`conf`	Speech Sound Classification and Detection of Articulation Disorders with Support Vector Machines and Wavelets. EMBC George K. Georgoulas, Voula C. Georgopoulos, Chrysostomos D. Stylios
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`	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	J	`jnl`	Active Hebbian learning algorithm to train fuzzy cognitive maps. Int. J. Approx. Reason. Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
2004	B	`conf`	Classification of fetal heart rate during labour using hidden Markov models. IJCNN George G. Georgoulas, Chrysostomos D. Stylios, George Nokas, Peter P. Groumpos
2004	J	`jnl`	Modeling complex systems using fuzzy cognitive maps. IEEE Trans. Syst. Man Cybern. Part A Chrysostomos D. Stylios, Petros P. Groumpos
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
2004	B	`conf`	The challenge of using unsupervised learning algorithms for fuzzy cognitive maps. IJCNN Elpiniki I. Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
2003	J	`jnl`	A fuzzy cognitive map approach to differential diagnosis of specific language impairment. Artif. Intell. Medicine Voula C. Georgopoulos, Georgia A. Malandraki, Chrysostomos D. Stylios
2003	—	`conf`	An integrated approach to intelligent modeling of industrial plants. CIRA Nikolinka Christova, Mincho Hadjiski, Gancho Vachkov, Chrysostomos D. Stylios
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`	Decision support system for radio therapy based on fuzzy cognitive maps. EUSFLAT Conf. Chrysostomos D. Stylios, Pamela C. Georgopoulos, Petros P. Groumpos
2001	—	`conf`	Learning algorithms for fuzzy cognitive maps. EUSFLAT Conf. Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
2000	J	`jnl`	Fuzzy Cognitive Maps in modeling supervisory control systems. J. Intell. Fuzzy Syst. Chrysostomos D. Stylios, Peter P. Groumpos
1999	J	`jnl`	A Soft Computing Approach for Modelling the Supervisor of Manufacturing Systems. J. Intell. Robotic Syst. Chrysostomos D. Stylios, Peter P. Groumpos
1999	J	`jnl`	Fuzzy Cognitive Map Approach to Process Control Systems Chrysostomos. J. Adv. Comput. Intell. Intell. Informatics Chrysostomos D. Stylios, Peter P. Groumpos, Voula C. Georgopoulos
1998	—	`conf`	Fuzzy cognitive map model for supervisory manufacture systems. BASYS Chrysostomos D. Stylios, Peter P. Groumpos
1998	J	`jnl`	The challenge of modelling supervisory systems using fuzzy cognitive maps. J. Intell. Manuf. Chrysostomos D. Stylios, Peter P. Groumpos