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Iraklis Varlamis
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2020 – today
- 2024
- [j64]Manousos Linardakis, Iraklis Varlamis, Georgios Th. Papadopoulos:
Distributed Maze Exploration Using Multiple Agents and Optimal Goal Assignment. IEEE Access 12: 101407-101418 (2024) - [j63]Charalampos Davalas
, Dimitrios Michail, Christos Diou, Iraklis Varlamis, Konstantinos Tserpes:
A rehearsal framework for computational efficiency in online continual learning. Appl. Intell. 54(8): 6383-6399 (2024) - [j62]Tamim M. Al-Hasan
, Aya Nabil Sayed
, Faycal Bensaali
, Yassine Himeur
, Iraklis Varlamis
, George Dimitrakopoulos
:
From Traditional Recommender Systems to GPT-Based Chatbots: A Survey of Recent Developments and Future Directions. Big Data Cogn. Comput. 8(4): 36 (2024) - [j61]Athanasios Bimpas
, John Violos
, Aris Leivadeas
, Iraklis Varlamis
:
Leveraging pervasive computing for ambient intelligence: A survey on recent advancements, applications and open challenges. Comput. Networks 239: 110156 (2024) - [j60]Zhumaniyaz Mamatnabiyev
, Christos Chronis
, Iraklis Varlamis
, Yassine Himeur
, Meirambek Zhaparov
:
A Holistic Approach to Use Educational Robots for Supporting Computer Science Courses. Comput. 13(4): 102 (2024) - [j59]Christos Chronis
, Iraklis Varlamis
, Yassine Himeur
, Aya Nabil Sayed
, Tamim M. Al-Hasan
, Armstrong Nhlabatsi
, Faycal Bensaali
, George Dimitrakopoulos
:
A Survey on the use of Federated Learning in Privacy-Preserving Recommender Systems. IEEE Open J. Comput. Soc. 5: 227-247 (2024) - [j58]Ioannis Korontanis, Antonios Makris, Alexandros Kontogiannis, Iraklis Varlamis, Konstantinos Tserpes:
StreamK3s: A K3s-Based Data Stream Processing Platform for Simplifying Pipeline Creation, Deployment, and Scaling. SoftwareX 27: 101786 (2024) - [c90]Dimitrios Georgiadis, Elena Politi, George Dimitrakopoulos, Iraklis Varlamis:
Multi-criteria Knowledge-based decision-making functionality for swarm of drones. WTS 2024: 1-7 - [i15]Christos Sardianos, Chrysostomos Symvoulidis, Matthias Schlögl, Iraklis Varlamis, Georgios Th. Papadopoulos:
Exploring Machine Learning Algorithms for Infection Detection Using GC-IMS Data: A Preliminary Study. CoRR abs/2404.15757 (2024) - [i14]Emmanouil Maragkoudakis, Symeon Papadopoulos, Iraklis Varlamis, Christos Diou:
Sampling Strategies for Mitigating Bias in Face Synthesis Methods. CoRR abs/2405.11320 (2024) - [i13]Manousos Linardakis, Iraklis Varlamis, Georgios Th. Papadopoulos:
Distributed maze exploration using multiple agents and optimal goal assignment. CoRR abs/2405.20232 (2024) - 2023
- [j57]Christos Chronis
, Georgios Anagnostopoulos
, Elena Politi, George Dimitrakopoulos
, Iraklis Varlamis
:
Dynamic Navigation in Unconstrained Environments Using Reinforcement Learning Algorithms. IEEE Access 11: 117984-118001 (2023) - [j56]Dauren Ayazbayev, Andrey Bogdanchikov
, Kamila Orynbekova
, Iraklis Varlamis
:
Defining Semantically Close Words of Kazakh Language with Distributed System Apache Spark. Big Data Cogn. Comput. 7(4): 160 (2023) - [j55]Minas Pergantis
, Iraklis Varlamis
, Nikolaos-Grigorios Kanellopoulos, Andreas Giannakoulopoulos
:
Searching Online for Art and Culture: User Behavior Analysis. Future Internet 15(6): 211 (2023) - [j54]Iraklis Varlamis, Christos Sardianos, Christos Chronis, George J. Dimitrakopoulos, Yassine Himeur, Abdullah Alsalemi, Faycal Bensaali, Abbes Amira:
Using big data and federated learning for generating energy efficiency recommendations. Int. J. Data Sci. Anal. 16(3): 353-369 (2023) - [j53]Dimitrios Kaklis
, Iraklis Varlamis, George Giannakopoulos, Takis J. Varelas, Constantine D. Spyropoulos:
Enabling digital twins in the maritime sector through the lens of AI and industry 4.0. Int. J. Inf. Manag. Data Insights 3(2): 100178 (2023) - [j52]Sofia Rizou, Angelos Theofilatos, Antonia Paflioti, E. Pissari, Iraklis Varlamis, George Sarigiannidis, Konstantinos Ch. Chatzisavvas
:
Efficient intent classification and entity recognition for university administrative services employing deep learning models. Intell. Syst. Appl. 19: 200247 (2023) - [j51]Yassine Himeur
, Somaya Al-Máadeed
, Iraklis Varlamis
, Noor Al-Máadeed, Khalid Abualsaud
, Amr Mohamed
:
Face Mask Detection in Smart Cities Using Deep and Transfer Learning: Lessons Learned from the COVID-19 Pandemic. Syst. 11(2): 107 (2023) - [c89]Anastasios Iliopoulos, John Violos, Christos Diou, Iraklis Varlamis:
Detection of Anomalies in Multivariate Time Series Using Ensemble Techniques. BigDataService 2023: 1-8 - [c88]Iraklis Varlamis, Jerry Z. Gao:
Message from the General Chairs: IEEE CISOSE 2023. DAPPS 2023: vi - [c87]Vincenzo Lomonaco, Valerio De Caro, Claudio Gallicchio, Antonio Carta
, Christos Sardianos, Iraklis Varlamis, Konstantinos Tserpes, Massimo Coppola, Mina Marmpena, Sevasti Politi, Erwin Schoitsch, Davide Bacciu:
AI-Toolkit: A Microservices Architecture for Low-Code Decentralized Machine Intelligence. ICASSP Workshops 2023: 1-5 - [c86]Georgios Anagnostopoulos
, Georgios Stavropoulos, John Violos, Aris Leivadeas, Iraklis Varlamis:
Enhancing Virtual Sensors to deal with Missing Values and Low Sampling Rates. MobileCloud 2023: 39-44 - [c85]George Kazazis
, Christos Chronis
, Christos Diou
, Iraklis Varlamis
:
Development and evaluation of Reinforcement Learning models for the FOSSBot Open-Source educational robot. PCI 2023: 26-35 - [c84]Takis J. Varelas, Dimitrios Kaklis, Iraklis Varlamis, Artemis Flori:
Improving Voyage Efficiency in the Shipping 4.0 Decarbonization Era. SOSE 2023: 191-198 - [e3]Marco Pegoraro, Davide Bacciu, Andrea Burattin, Antonio Carta, Patrizio Dazzi, Massimiliano de Leoni, Magdalini Eirinaki, Iraklis Varlamis:
Joint Proceedings of the 1st International Workshop on Computational Intelligence for Process Mining (CI4PM 2022) and the 1st International Workshop on Pervasive Artificial Intelligence (PAI 2022), co-located with the IEEE World Congress on Computational Intelligence (WCCI 2022), Padua, Italy, July 18-23, 2022., Padua, Italy, July 18-23, 2022. CEUR Workshop Proceedings 3350, CEUR-WS.org 2023 [contents] - [i12]Nikolaos Rodis, Christos Sardianos, Georgios Th. Papadopoulos, Panagiotis I. Radoglou-Grammatikis, Panagiotis G. Sarigiannidis, Iraklis Varlamis:
Multimodal Explainable Artificial Intelligence: A Comprehensive Review of Methodological Advances and Future Research Directions. CoRR abs/2306.05731 (2023) - [i11]Anastasios Iliopoulos, John Violos, Christos Diou, Iraklis Varlamis:
Detection of Anomalies in Multivariate Time Series Using Ensemble Techniques. CoRR abs/2308.03171 (2023) - [i10]Yassine Himeur, Iraklis Varlamis, Hamza Kheddar
, Abbes Amira, Shadi Atalla, Yashbir Singh, Faycal Bensaali, Wathiq Mansoor:
Federated Learning for Computer Vision. CoRR abs/2308.13558 (2023) - 2022
- [j50]Andrey Bogdanchikov
, Dauren Ayazbayev, Iraklis Varlamis
:
Classification of Scientific Documents in the Kazakh Language Using Deep Neural Networks and a Fusion of Images and Text. Big Data Cogn. Comput. 6(4): 123 (2022) - [j49]Yassine Himeur
, Aya Nabil Sayed
, Abdullah Alsalemi, Faycal Bensaali
, Abbes Amira, Iraklis Varlamis
, Magdalini Eirinaki
, Christos Sardianos
, George Dimitrakopoulos:
Blockchain-based recommender systems: Applications, challenges and future opportunities. Comput. Sci. Rev. 43: 100439 (2022) - [j48]Magdalini Eirinaki
, Iraklis Varlamis, Janhavi Dahihande, Akshay Jaiswal, Akshay Anil Pagar, Ajinkya Thakare:
Real-time recommendations for energy-efficient appliance usage in households. Frontiers Big Data 5 (2022) - [j47]Andreas Giannakoulopoulos
, Minas Pergantis
, Nikos Konstantinou, Alexandros Kouretsis, Aristeidis Lamprogeorgos, Iraklis Varlamis
:
Estimation on the Importance of Semantic Web Integration for Art and Culture Related Online Media Outlets. Future Internet 14(2): 36 (2022) - [j46]Iraklis Varlamis
, Dimitrios Michail
, Foteini Glykou, Panagiotis Tsantilas:
A Survey on the Use of Graph Convolutional Networks for Combating Fake News. Future Internet 14(3): 70 (2022) - [j45]Alexandros Kouretsis, Iraklis Varlamis
, Laida Limniati, Minas Pergantis
, Andreas Giannakoulopoulos
:
Mapping Art to a Knowledge Graph: Using Data for Exploring the Relations among Visual Objects in Renaissance Art. Future Internet 14(7): 206 (2022) - [j44]Dimitrios Michail, Nikos Kanakaris
, Iraklis Varlamis:
Detection of fake news campaigns using graph convolutional networks. Int. J. Inf. Manag. Data Insights 2(2): 100104 (2022) - [j43]Minas Pergantis
, Iraklis Varlamis
, Andreas Giannakoulopoulos
:
User Evaluation and Metrics Analysis of a Prototype Web-Based Federated Search Engine for Art and Cultural Heritage. Inf. 13(6): 285 (2022) - [c83]Dimitrios Kaklis
, Pavlos Eirinakis, George Giannakopoulos, Constantine D. Spyropoulos, Takis J. Varelas, Iraklis Varlamis:
A big data approach for Fuel Oil Consumption estimation in the maritime industry. BigDataService 2022: 39-47 - [c82]Elena Politi
, Antonios Garyfallou, Ilias E. Panagiotopoulos, Iraklis Varlamis, George Dimitrakopoulos:
Path Planning and Landing for Unmanned Aerial Vehicles Using AI. FTC (1) 2022: 343-357 - [c81]Charalampos Davalas
, Dimitrios Michail, Christos Diou, Iraklis Varlamis, Konstantinos Tserpes:
Computationally Efficient Rehearsal for Online Continual Learning. ICIAP (3) 2022: 39-49 - [c80]Dimitrios Kaklis, Iraklis Varlamis, George Giannakopoulos, Constantine D. Spyropoulos, Takis J. Varelas:
Online Training for Fuel Oil Consumption Estimation: A Data Driven Approach. MDM 2022: 394-400 - [c79]Valerio De Caro, Saira Bano, Achilles Machumilane, Alberto Gotta
, Pietro Cassarà, Antonio Carta
, Rudy Semola, Christos Sardianos, Christos Chronis, Iraklis Varlamis, Konstantinos Tserpes, Vincenzo Lomonaco, Claudio Gallicchio, Davide Bacciu:
AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving. PerCom Workshops 2022: 91-93 - [c78]George Gkolfopoulos, Iraklis Varlamis:
Developing a news classifier for Greek using BERT. SEEDA-CECNSM 2022: 1-6 - [c77]Rediona Kane, Iraklis Varlamis, Mary Yiannakoulia, Nikolaos Skarmeas:
Use of AI methods for handling multi-dimensionality and missing values in biomedical data. SETN 2022: 56:1-56:6 - [c76]Elena Politi
, Iraklis Varlamis, Konstantinos Tserpes, Morten Larsen, George Dimitrakopoulos:
The future of safe BVLOS drone operations with respect to system and service engineering. SOSE 2022: 133-140 - [c75]Fragkiskos Gryllakis, Nikos Pelekis, Christos Doulkeridis, Iraklis Varlamis, Yannis Theodoridis:
Social Spatio-temporal Keyword Pattern (S²KP) Queries in Multiple Aspect Trajectories Databases. SSDBM 2022: 8:1-8:12 - [c74]Charalampos Davalas, Dimitrios Michail, Iraklis Varlamis, Konstantinos Tserpes:
A Cloud-based Continual Learning System for Road Sign Classification in Autonomous Driving. CI4PM/PAI@WCCI 2022: 78-83 - [i9]Valerio De Caro, Saira Bano, Achilles Machumilane, Alberto Gotta, Pietro Cassarà, Antonio Carta, Rudy Semola, Christos Sardianos, Christos Chronis, Iraklis Varlamis, Konstantinos Tserpes, Vincenzo Lomonaco, Claudio Gallicchio, Davide Bacciu:
AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving. CoRR abs/2202.01645 (2022) - 2021
- [j42]Iraklis Varlamis
:
Affinity analysis for studying physicians' prescription behavior. Data Min. Knowl. Discov. 35(4): 1739-1759 (2021) - [j41]Iraklis Varlamis
, Ioannis Kontopoulos
, Konstantinos Tserpes, Mohammad Etemad
, Amílcar Soares Júnior, Stan Matwin
:
Building navigation networks from multi-vessel trajectory data. GeoInformatica 25(1): 69-97 (2021) - [j40]Ioannis Kontopoulos
, Iraklis Varlamis
, Konstantinos Tserpes
:
A distributed framework for extracting maritime traffic patterns. Int. J. Geogr. Inf. Sci. 35(4): 767-792 (2021) - [j39]Yenier Torres Izquierdo
, Grettel Monteagudo García
, Marco A. Casanova
, Luiz André P. Paes Leme
, Christos Sardianos
, Konstantinos Tserpes
, Iraklis Varlamis
, Lívia C. Ruback Rodrigues
:
Stop-and-move sequence expressions over semantic trajectories. Int. J. Geogr. Inf. Sci. 35(4): 793-818 (2021) - [j38]Jamal Abdul Nasir
, Osama Subhani Khan
, Iraklis Varlamis
:
Fake news detection: A hybrid CNN-RNN based deep learning approach. Int. J. Inf. Manag. Data Insights 1(1): 100007 (2021) - [j37]Christos Sardianos, Iraklis Varlamis, Christos Chronis, George Dimitrakopoulos, Abdullah Alsalemi, Yassine Himeur, Faycal Bensaali, Abbes Amira:
The emergence of explainability of intelligent systems: Delivering explainable and personalized recommendations for energy efficiency. Int. J. Intell. Syst. 36(2): 656-680 (2021) - [j36]Yassine Himeur
, Abdullah Alsalemi
, Ayman Al-Kababji
, Faycal Bensaali
, Abbes Amira
, Christos Sardianos
, George Dimitrakopoulos, Iraklis Varlamis
:
A survey of recommender systems for energy efficiency in buildings: Principles, challenges and prospects. Inf. Fusion 72: 1-21 (2021) - [j35]Georgios Alexandridis
, Iraklis Varlamis
, Konstantinos Korovesis, George Caridakis
, Panagiotis Tsantilas:
A Survey on Sentiment Analysis and Opinion Mining in Greek Social Media. Inf. 12(8): 331 (2021) - [j34]Abdullah Alsalemi, Yassine Himeur, Faycal Bensaali
, Abbes Amira, Christos Sardianos, Christos Chronis, Iraklis Varlamis
, George Dimitrakopoulos:
A Micro-Moment System for Domestic Energy Efficiency Analysis. IEEE Syst. J. 15(1): 1256-1263 (2021) - [c73]Davide Bacciu, Siranush Akarmazyan, Eric Armengaud
, Manlio Bacco, George Bravos, Calogero Calandra, Emanuele Carlini, Antonio Carta
, Pietro Cassarà, Massimo Coppola, Charalampos Davalas
, Patrizio Dazzi
, Maria Carmela De Gennaro, Daniele Di Sarli, Jürgen Dobaj, Claudio Gallicchio, Sylvain Girbal, Alberto Gotta
, Riccardo Groppo, Vincenzo Lomonaco
, Georg Macher, Daniele Mazzei, Gabriele Mencagli, Dimitrios Michail, Alessio Micheli
, Roberta Peroglio, Salvatore Petroni, Rosaria Potenza, Farank Pourdanesh, Christos Sardianos, Konstantinos Tserpes, Fulvio Tagliabo, Jakob Valtl, Iraklis Varlamis, Omar Veledar
:
TEACHING - Trustworthy autonomous cyber-physical applications through human-centred intelligence. COINS 2021: 1-6 - [c72]Georgios Athanassiou, Maria Pateraki
, Iraklis Varlamis:
Micro-moment-based Interventions for a Personalized Support of Healthy and Sustainable Ageing at Work: Development and Application of a Context-sensitive Recommendation Framework. IJCCI 2021: 409-419 - [c71]Georgios Alexandridis, Konstantinos Korovesis, Iraklis Varlamis, Panagiotis Tsantilas, George Caridakis
:
Emotion detection on Greek social media using Bidirectional Encoder Representations from Transformers. PCI 2021: 28-32 - [c70]Christos Chronis, Christos Sardianos, Iraklis Varlamis, Dimitrios Michail, Konstantinos Tserpes:
A driving profile recommender system for autonomous driving using sensor data and reinforcement learning. PCI 2021: 33-38 - [c69]Nikolaos Maniatis, Georgios Alexandridis, Konstantinos Korovesis, Iraklis Varlamis, Panagiotis Tsantilas, George Michael Klimis, George Caridakis
:
Bibliometrics for Measuring Social Media Influence: Evaluating the use of h-Index as a ranking metric of Twitter users' influence. PCI 2021: 190-194 - [c68]Konstantinos E. Papoutsakis
, Thodoris Papadopoulos, Michail Maniadakis
, Manolis I. A. Lourakis, Maria Pateraki
, Iraklis Varlamis:
Detection of physical strain and fatigue in industrial environments using visual and non-visual sensors. PETRA 2021: 270-271 - [c67]Iraklis Varlamis, Christos Sardianos, Vania Bogorny, Luis Otávio Alvares, Jônata Tyska Carvalho
, Chiara Renso, Raffaele Perego
, John Violos:
A novel similarity measure for multiple aspect trajectory clustering. SAC 2021: 551-558 - [c66]Georg Macher
, Siranush Akarmazyan, Eric Armengaud
, Davide Bacciu, Calogero Calandra, Herbert Danzinger, Patrizio Dazzi
, Charalampos Davalas
, Maria Carmela De Gennaro, Angela Dimitriou, Jürgen Dobaj, Maid Dzambic, Lorenzo Giraudi
, Sylvain Girbal, Dimitrios Michail
, Roberta Peroglio, Rosaria Potenza, Farank Pourdanesh, Matthias Seidl, Christos Sardianos, Konstantinos Tserpes, Jakob Valtl, Iraklis Varlamis, Omar Veledar
:
Dependable Integration Concepts for Human-Centric AI-Based Systems. SAFECOMP Workshops 2021: 11-23 - [c65]Elena Politi
, Ilias E. Panagiotopoulos, Iraklis Varlamis, George Dimitrakopoulos:
A Survey of UAS Technologies to Enable Beyond Visual Line Of Sight (BVLOS) Operations. VEHITS 2021: 505-512 - [i8]Yassine Himeur, Abdullah Alsalemi, Ayman Al-Kababji, Faycal Bensaali, Abbes Amira, Christos Sardianos, George Dimitrakopoulos, Iraklis Varlamis:
A survey of recommender systems for energy efficiency in buildings: Principles, challenges and prospects. CoRR abs/2102.07654 (2021) - [i7]Davide Bacciu, Siranush Akarmazyan, Eric Armengaud, Manlio Bacco, George Bravos, Calogero Calandra, Emanuele Carlini, Antonio Carta, Pietro Cassarà, Massimo Coppola, Charalampos Davalas, Patrizio Dazzi, Maria Carmela De Gennaro, Daniele Di Sarli, Jürgen Dobaj, Claudio Gallicchio, Sylvain Girbal, Alberto Gotta, Riccardo Groppo, Vincenzo Lomonaco, Georg Macher, Daniele Mazzei, Gabriele Mencagli, Dimitrios Michail, Alessio Micheli, Roberta Peroglio, Salvatore Petroni, Rosaria Potenza, Farank Pourdanesh, Christos Sardianos, Konstantinos Tserpes, Fulvio Tagliabo, Jakob Valtl, Iraklis Varlamis, Omar Veledar:
TEACHING - Trustworthy autonomous cyber-physical applications through human-centred intelligence. CoRR abs/2107.06543 (2021) - [i6]Yassine Himeur, Aya Nabil Sayed, Abdullah Alsalemi, Faycal Bensaali, Abbes Amira, Iraklis Varlamis, Magdalini Eirinaki, Christos Sardianos, George Dimitrakopoulos:
Blockchain-based Recommender Systems: Applications, Challenges and Future Opportunities. CoRR abs/2111.11509 (2021) - 2020
- [j33]Abdullah Alsalemi
, Yassine Himeur
, Faycal Bensaali
, Abbes Amira
, Christos Sardianos
, Iraklis Varlamis
, George Dimitrakopoulos
:
Achieving Domestic Energy Efficiency Using Micro-Moments and Intelligent Recommendations. IEEE Access 8: 15047-15055 (2020) - [j32]Panagiotis Kouris
, Iraklis Varlamis
, Georgios Alexandridis
, Andreas Stafylopatis:
A versatile package recommendation framework aiming at preference score maximization. Evol. Syst. 11(3): 423-441 (2020) - [j31]Christos Sardianos
, Iraklis Varlamis, George Dimitrakopoulos, Dimosthenis Anagnostopoulos, Abdullah Alsalemi, Faycal Bensaali
, Yassine Himeur
, Abbes Amira:
REHAB-C: Recommendations for Energy HABits Change. Future Gener. Comput. Syst. 112: 394-407 (2020) - [j30]Andreas Giannakoulopoulos
, Minas Pergantis
, Nikos Konstantinou, Aristeidis Lamprogeorgos, Laida Limniati, Iraklis Varlamis
:
Exploring the Dominance of the English Language on the Websites of EU Countries. Future Internet 12(4): 76 (2020) - [j29]Iraklis Varlamis, Dimitrios Michail
, Pavlos Polydoras, Panagiotis Tsantilas:
A distributed architecture for large scale news and social media processing. Int. J. Web Eng. Technol. 15(4): 383-406 (2020) - [j28]Ioannis Stamelos, Iraklis Varlamis
, Dimosthenis Anagnostopoulos, Jesús M. González-Barahona
:
Open Source Systems: Enterprise Software and Solutions. J. Syst. Softw. 163: 110541 (2020) - [c64]Christos Sardianos, Iraklis Varlamis, Christos Chronis, George Dimitrakopoulos, Yassine Himeur, Abdullah Alsalemi, Faycal Bensaali, Abbes Amira:
Data Analytics, Automations, and Micro-Moment Based Recommendations for Energy Efficiency. BigDataService 2020: 96-103 - [c63]Christos Sardianos, Iraklis Varlamis, Christos Chronis, George Dimitrakopoulos, Yassine Himeur, Abdullah Alsalemi, Faycal Bensaali, Abbes Amira:
A model for predicting room occupancy based on motion sensor data. ICIoT 2020: 394-399 - [c62]Yassine Himeur
, Abdullah Alsalemi
, Faycal Bensaali
, Abbes Amira
, Christos Sardianos
, Iraklis Varlamis
, George Dimitrakopoulos:
On the Applicability of 2D Local Binary Patterns for Identifying Electrical Appliances in Non-intrusive Load Monitoring. IntelliSys (3) 2020: 188-205 - [c61]Christos Sardianos, Christos Chronis, Iraklis Varlamis, George Dimitrakopoulos, Yassine Himeur, Abdullah Alsalemi, Faycal Bensaali
, Abbes Amira:
Real-time personalised energy saving recommendations. iThings/GreenCom/CPSCom/SmartData/Cybermatics 2020: 366-371 - [c60]Konstantinos Giorgas, Iraklis Varlamis:
Online federated learning with imbalanced class distribution. PCI 2020: 91-95 - [c59]Janhavi Dahihande, Akshay Jaiswal, Akshay Anil Pagar, Ajinkya Thakare, Magdalini Eirinaki
, Iraklis Varlamis:
Reducing energy waste in households through real-time recommendations. RecSys 2020: 545-550 - [e2]Constantine D. Spyropoulos, Iraklis Varlamis, Ion Androutsopoulos, Prodromos Malakasiotis:
SETN 2020: 11th Hellenic Conference on Artificial Intelligence, Athens, Greece, September 2-4, 2020. ACM 2020, ISBN 978-1-4503-8878-8 [contents] - [i5]Christos Sardianos, Iraklis Varlamis, Christos Chronis, George Dimitrakopoulos, Abdullah Alsalemi, Yassine Himeur, Faycal Bensaali, Abbes Amira:
Reshaping consumption habits by exploiting energy-related micro-moment recommendations: A case study. CoRR abs/2010.04693 (2020) - [i4]Christos Sardianos, Iraklis Varlamis, Christos Chronis, George Dimitrakopoulos, Abdullah Alsalemi, Yassine Himeur, Faycal Bensaali, Abbes Amira:
The emergence of Explainability of Intelligent Systems: Delivering Explainable and Personalised Recommendations for Energy Efficiency. CoRR abs/2010.04990 (2020)
2010 – 2019
- 2019
- [j27]Dimitrios Michail
, Antonios Makris
, Iraklis Varlamis
, Mark Sawyer:
Parallelization of large-scale drug-protein binding experiments. Future Gener. Comput. Syst. 97: 492-502 (2019) - [j26]Konstantinos Kapadais, Iraklis Varlamis
, Christos Sardianos
, Konstantinos Tserpes
:
A Framework for the Detection of Search and Rescue Patterns Using Shapelet Classification. Future Internet 11(9): 192 (2019) - [j25]Andreas Giannakoulopoulos
, Nikos Konstantinou, Dimitris Koutsompolis, Minas Pergantis, Iraklis Varlamis
:
Academic Excellence, Website Quality, SEO Performance: Is there a Correlation? Future Internet 11(11): 242 (2019) - [j24]Christos Sardianos
, Grigorios Ballas Papadatos, Iraklis Varlamis
:
Optimizing Parallel Collaborative Filtering Approaches for Improving Recommendation Systems Performance. Inf. 10(5): 155 (2019) - [j23]Jamal Abdul Nasir
, Iraklis Varlamis
, Samreen Ishfaq
:
A knowledge-based semantic framework for query expansion. Inf. Process. Manag. 56(5): 1605-1617 (2019) - [j22]Konstantinos Tserpes
, Maria Pateraki
, Iraklis Varlamis
:
Strand: scalable trilateration with Node.js. J. Cloud Comput. 8: 16 (2019) - [j21]Abdullah Alsalemi
, Christos Sardianos
, Faycal Bensaali
, Iraklis Varlamis
, Abbes Amira
, George Dimitrakopoulos:
The Role of Micro-Moments: A Survey of Habitual Behavior Change and Recommender Systems for Energy Saving. IEEE Syst. J. 13(3): 3376-3387 (2019) - [c58]Charalampos Davalas
, Dimitrios Michail, Iraklis Varlamis
:
Graph matching on social networks without any side information. IEEE BigData 2019: 1060-1065 - [c57]Iraklis Varlamis, Konstantinos Tserpes, Mohammad Etemad, Amílcar Soares Júnior, Stan Matwin:
A Network Abstraction of Multi-vessel Trajectory Data for Detecting Anomalies. EDBT/ICDT Workshops 2019 - [c56]Dimitrios Kaklis
, George Giannakopoulos
, Iraklis Varlamis
, Constantine D. Spyropoulos, Takis J. Varelas:
A data mining approach for predicting main-engine rotational speed from vessel-data measurements. IDEAS 2019: 14:1-14:10 - [c55]Vassilis Poulopoulos
, Manolis Wallace, Iraklis Varlamis
, George Caridakis, Panagiotis Tsantilas:
PaloAnalytics: project concept, scope and early results from the system implementation. IISA 2019: 1-4 - [c54]Abdullah Alsalemi, Faycal Bensaali
, Abbes Amira, Noora Fetais
, Christos Sardianos
, Iraklis Varlamis
:
Smart Energy Usage and Visualization Based on Micro-moments. IntelliSys (2) 2019: 557-566 - [c53]Ioannis Kontopoulos
, Iraklis Varlamis
, Konstantinos Tserpes:
Uncovering Hidden Concepts from AIS Data: A Network Abstraction of Maritime Traffic for Anomaly Detection. MASTER@PKDD/ECML 2019: 6-20 - [c52]Nikolaos Mantas, Malamati D. Louta, Magdalini Eirinaki, Iraklis Varlamis, George T. Karetsos:
The effect of global and local influence models on the quality of recommendations. SummerSim 2019: 61:1-61:8 - [c51]Christos Sardianos
, Iraklis Varlamis, George Dimitrakopoulos, Dimosthenis Anagnostopoulos, Abdullah Alsalemi, Faycal Bensaali
, Abbes Amira:
"I Want to ... Change": Micro-moment based Recommendations can Change Users' Energy Habits. SMARTGREENS 2019: 30-39 - [c50]Christos Sardianos, Iraklis Varlamis
, Christos Chronis, George Dimitrakopoulos, Abdullah Alsalemi, Yassine Himeur, Faycal Bensaali
, Abbes Amira:
Reshaping Consumption Habits by Exploiting Energy-Related Micro-moment Recommendations: A Case Study. SMARTGREENS/VEHITS (Selected Papers) 2019: 65-84 - [c49]Nikolaos Mantas
, Malamati D. Louta
, Magdalini Eirinaki
, Iraklis Varlamis
, George T. Karetsos:
The effect of global and local influence models on the quality of recommendations. SPECTS 2019: 1-8 - [c48]Abdullah Alsalemi, Mona Ramadan, Faycal Bensaali
, Abbes Amira, Christos Sardianos
, Iraklis Varlamis, George Dimitrakopoulos:
Boosting Domestic Energy Efficiency Through Accurate Consumption Data Collection. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 1468-1472 - 2018
- [j20]John Violos, Konstantinos Tserpes, Iraklis Varlamis, Theodora A. Varvarigou:
Text Classification Using the N-Gram Graph Representation Model Over High Frequency Data Streams. Frontiers Appl. Math. Stat. 4: 41 (2018) - [j19]Magdalini Eirinaki
, Jerry Gao, Iraklis Varlamis
, Konstantinos Tserpes
:
Recommender Systems for Large-Scale Social Networks: A review of challenges and solutions. Future Gener. Comput. Syst. 78: 413-418 (2018) - [j18]Saumil Dharia, Magdalini Eirinaki
, Vijesh Jain, Jvalant Patel, Iraklis Varlamis
, Jainikkumar Vora, Rizen Yamauchi:
Social recommendations for personalized fitness assistance. Pers. Ubiquitous Comput. 22(2): 245-257 (2018) - [c47]Christos Sardianos
, Iraklis Varlamis
, Grigoris Bouras:
Extracting User Habits from Google Maps History Logs. ASONAM 2018: 690-697 - [c46]Nikiforos Pittaras, George Giannakopoulos
, Leonidas Tsekouras, Iraklis Varlamis
:
Document clustering as a record linkage problem. DocEng 2018: 39:1-39:4 - [c45]Iraklis Varlamis
, Konstantinos Tserpes
, Christos Sardianos
:
Detecting Search and Rescue Missions from AIS Data. ICDE Workshops 2018: 60-65 - [e1]Ioannis Stamelos, Jesús M. González-Barahona, Iraklis Varlamis, Dimosthenis Anagnostopoulos:
Open Source Systems: Enterprise Software and Solutions - 14th IFIP WG 2.13 International Conference, OSS 2018, Athens, Greece, June 8-10, 2018, Proceedings. IFIP Advances in Information and Communication Technology 525, Springer 2018, ISBN 978-3-319-92374-1 [contents] - 2017
- [j17]Iraklis Varlamis
, Ioannis Apostolakis, Dimitra Sifaki Pistola
, Nilanjan Dey
, Vassilios Georgoulias, Christos Lionis:
Application of data mining techniques and data analysis methods to measure cancer morbidity and mortality data in a regional cancer registry: The case of the island of Crete, Greece. Comput. Methods Programs Biomed. 145: 73-83 (2017) - [j16]Nantia Makrynioti, Andreas Grivas, Christos Sardianos, Nikos Tsirakis, Iraklis Varlamis, Vasilis Vassalos, Vassilis Poulopoulos, Panagiotis Tsantilas:
PaloPro: a platform for knowledge extraction from big social data and the news. Int. J. Big Data Intell. 4(1): 3-22 (2017) - [j15]Iraklis Varlamis
, Dimitrios Fassarakis Hilliard:
Finding influential sources and breaking news in news media using graph analysis techniques. Int. J. Web Eng. Technol. 12(2): 143-164 (2017) - [j14]George Panagopoulos, George Tsatsaronis
, Iraklis Varlamis
:
Detecting rising stars in dynamic collaborative networks. J. Informetrics 11(1): 198-222 (2017) - [j13]Nikos Tsirakis
, Vassilis Poulopoulos
, Panagiotis Tsantilas, Iraklis Varlamis
:
Large scale opinion mining for social, news and blog data. J. Syst. Softw. 127: 237-248 (2017) - [c44]Ioannis Kontopoulos
, George Giannakopoulos
, Iraklis Varlamis
:
Distributing N-Gram Graphs for Classification. ADBIS (Short Papers and Workshops) 2017: 3-11 - [c43]Christos Sardianos
, Iraklis Varlamis
, Magdalini Eirinaki
:
Scaling Collaborative Filtering to Large-Scale Bipartite Rating Graphs Using Lenskit and Spark. BigDataService 2017: 70-79 - [c42]Theodora Sanida
, Iraklis Varlamis:
Application of Affinity Analysis Techniques on Diagnosis and Prescription Data. CBMS 2017: 403-408 - [c41]Filippos Karolos Ventirozos, Iraklis Varlamis
, George Tsatsaronis:
Detecting Aggressive Behavior in Discussion Threads Using Text Mining. CICLing (2) 2017: 420-431 - [c40]Panagiotis Kouris, Iraklis Varlamis
, Georgios Alexandridis
:
A Package Recommendation Framework Based on Collaborative Filtering and Preference Score Maximization. EANN 2017: 477-489 - [c39]Antonios Makris
, Dimitrios Michail, Iraklis Varlamis
, Chronis Dimitropoulos, Konstantinos Tserpes
, George Tsatsaronis, Joachim Haupt, Mark Sawyer:
Parallelization of Large-Scale Drug-Protein Binding Experiments. HPCS 2017: 201-208 - [c38]Leonidas Tsekouras, Iraklis Varlamis, George Giannakopoulos:
A Graph-based Text Similarity Measure That Employs Named Entity Information. RANLP 2017: 765-771 - 2016
- [c37]Saumil Dharia, Vijesh Jain, Jvalant Patel, Jainikkumar Vora, Rizen Yamauchi, Magdalini Eirinaki
, Iraklis Varlamis
:
PRO-Fit: Exercise with friends. ASONAM 2016: 1430-1433 - 2015
- [c36]Dimitris Proios, Magdalini Eirinaki
, Iraklis Varlamis
:
TipMe: Personalized advertising and aspect-based opinion mining for users and businesses. ASONAM 2015: 1489-1494 - [c35]Iraklis Varlamis
:
Evolutionary data sampling for user movement classification. CEC 2015: 730-737 - [c34]Nikos Tsirakis, Vassilis Poulopoulos
, Panayiotis Tsantilas, Iraklis Varlamis
:
A Platform for Real-Time Opinion Mining from Social Media and News Streams. TrustCom/BigDataSE/ISPA (2) 2015: 223-228 - [p6]Maria Bertsima, Iraklis Varlamis
, Panagiotis Rizomiliotis:
Strengthening Privacy in Healthcare Social Networks. Medical Data Privacy Handbook 2015: 613-635 - 2014
- [j12]Magdalini Eirinaki
, Malamati D. Louta
, Iraklis Varlamis
:
A Trust-Aware System for Personalized User Recommendations in Social Networks. IEEE Trans. Syst. Man Cybern. Syst. 44(4): 409-421 (2014) - [c33]Iraklis Varlamis
, Nikos Tsirakis, Vassilis Poulopoulos
, Panayiotis Tsantilas:
An automatic wrapper generation process for large scale crawling of news websites. Panhellenic Conference on Informatics 2014: 1:1-1:6 - [c32]Christos Sardianos
, Iraklis Varlamis
:
A scalable solution for personalized recommendations in large-scale social networks. Panhellenic Conference on Informatics 2014: 7:1-7:6 - [c31]Ioannis Manousos Katakis, Iraklis Varlamis
, George Tsatsaronis
:
PYTHIA: Employing Lexical and Semantic Features for Sentiment Analysis. ECML/PKDD (3) 2014: 448-451 - [c30]Vaishak Suresh, Syeda Roohi, Magdalini Eirinaki, Iraklis Varlamis:
Using Social Data for Personalizing Review Rankings. RSWeb@RecSys 2014 - [c29]Spiridoula Tragopoulou, Iraklis Varlamis
, Magdalini Eirinaki
:
Classification of movement data concerning user's activity recognition via mobile phones. WIMS 2014: 42:1-42:6 - [i3]George Tsatsaronis, Iraklis Varlamis, Michalis Vazirgiannis:
Text Relatedness Based on a Word Thesaurus. CoRR abs/1401.5699 (2014) - 2013
- [j11]Jamal Abdul Nasir
, Iraklis Varlamis
, Asim Karim, George Tsatsaronis
:
Semantic smoothing for text clustering. Knowl. Based Syst. 54: 216-229 (2013) - [c28]George Tsatsaronis
, Iraklis Varlamis
, Nattiya Kanhabua, Kjetil Nørvåg
:
Temporal Classifiers for Predicting the Expansion of Medical Subject Headings. CICLing (1) 2013: 98-113 - [p5]Iraklis Varlamis, Magdalini Eirinaki
, Malamati D. Louta
:
Application of Social Network Metrics to a Trust-Aware Collaborative Model for Generating Personalized User Recommendations. The Influence of Technology on Social Network Analysis and Mining 2013: 49-74 - 2012
- [j10]Ioannis Apostolakis, George Koulierakis
, Alexander Berler, Anargyros Chryssanthou, Iraklis Varlamis
:
Use of social media by healthcare professionals in Greece: an exploratory study. Int. J. Electron. Heal. 7(2): 105-124 (2012) - [j9]Iraklis Varlamis
, George Tsatsaronis
:
Mining potential research synergies from co-authorship graphs using power graph analysis. Int. J. Web Eng. Technol. 7(3): 250-272 (2012) - [c27]George Tsatsaronis
, Iraklis Varlamis
, Kjetil Nørvåg
:
SemaFor: semantic document indexing using semantic forests. CIKM 2012: 1692-1696 - [c26]Vicky Panagiotopoulou, Iraklis Varlamis
, Ion Androutsopoulos, George Tsatsaronis
:
Word Sense Disambiguation as an Integer Linear Programming Problem. SETN 2012: 33-40 - [p4]Anargyros Chryssanthou, Iraklis Varlamis, Charikleia Latsiou:
A Security Model for Virtual Healthcare Communities. Virtual Communities, Social Networks and Collaboration 2012: 75-113 - 2011
- [j8]Anargyros Chryssanthou, Iraklis Varlamis
, Charikleia Latsiou:
A risk management model for securing virtual healthcare communities. Int. J. Electron. Heal. 6(2/3/4): 95-116 (2011) - [c25]Iraklis Varlamis
, George Tsatsaronis
:
Visualizing Bibliographic Databases as Graphs and Mining Potential Research Synergies. ASONAM 2011: 53-60 - [c24]George Tsatsaronis
, Iraklis Varlamis
, Sunna Torge, Matthias Reimann, Kjetil Nørvåg
, Michael Schroeder, Matthias Zschunke:
How to Become a Group Leader? or Modeling Author Types Based on Graph Mining. TPDL 2011: 15-26 - [c23]Jamal Abdul Nasir
, Asim Karim, George Tsatsaronis
, Iraklis Varlamis
:
A Knowledge-Based Semantic Kernel for Text Classification. SPIRE 2011: 261-266 - 2010
- [j7]Iraklis Varlamis
, Ioannis Apostolakis:
Self-supportive virtual communities. Int. J. Web Based Communities 6(1): 43-61 (2010) - [j6]George Tsatsaronis
, Iraklis Varlamis
, Michalis Vazirgiannis:
Text Relatedness Based on a Word Thesaurus. J. Artif. Intell. Res. 37: 1-39 (2010) - [j5]Panagiotis Giannikopoulos, Iraklis Varlamis
, Magdalini Eirinaki
:
Mining Frequent Generalized Patterns for Web Personalization in the Presence of Taxonomies. Int. J. Data Warehous. Min. 6(1): 58-76 (2010) - [c22]Iraklis Varlamis
, Magdalini Eirinaki
, Malamati D. Louta
:
A Study on Social Network Metrics and Their Application in Trust Networks. ASONAM 2010: 168-175 - [c21]George Tsatsaronis
, Iraklis Varlamis
, Kjetil Nørvåg
:
An Experimental Study on Unsupervised Graph-based Word Sense Disambiguation. CICLing 2010: 184-198 - [c20]George Tsatsaronis, Iraklis Varlamis, Kjetil Nørvåg:
SemanticRank: Ranking Keywords and Sentences Using Semantic Graphs. COLING 2010: 1074-1082 - [c19]Iraklis Varlamis
, Ioannis Apostolakis:
A Framework for the Quality Assurance of Blended E-Learning Communities. KES (3) 2010: 23-32 - [c18]Iraklis Varlamis
:
Quality of Content in Web 2.0 Applications. KES (3) 2010: 33-42 - [c17]Elias Zavitsanos, George Tsatsaronis
, Iraklis Varlamis
, Georgios Paliouras:
Scalable Semantic Annotation of Text Using Lexical and Web Resources. SETN 2010: 287-296 - [p3]Iraklis Varlamis, Ioannis Apostolakis:
Web-Based Communities for Lifelong Medical Learning. Web-Based Applications in Healthcare and Biomedicine 2010: 167-180 - [p2]Malamati D. Louta
, Iraklis Varlamis
:
Blog Rating as an Iterative Collaborative Process. Semantics in Adaptive and Personalized Services 2010: 187-203
2000 – 2009
- 2009
- [j4]Iraklis Varlamis
, Sofia Stamou:
Semantically driven snippet selection for supporting focused web searches. Data Knowl. Eng. 68(2): 261-277 (2009) - [c16]Iraklis Varlamis, Andreas Giannakoulopoulos, Dimitris Gouscos:
Increased Content Accessibility For Wikis And Blogs. MCIS 2009: 80 - [c15]Anargyros Chryssanthou, Iraklis Varlamis
, Charikleia Latsiou:
Security and trust in virtual healthcare communities. PETRA 2009 - [c14]George Tsatsaronis
, Iraklis Varlamis
, Michalis Vazirgiannis, Kjetil Nørvåg
:
Omiotis: A Thesaurus-Based Measure of Text Relatedness. ECML/PKDD (2) 2009: 742-745 - [c13]Iraklis Varlamis
, Malamati D. Louta
:
Towards a Personalized Blog Site Recommendation System: A Collaborative Rating Approach. SMAP 2009: 38-43 - [c12]George Tsatsaronis
, Iraklis Varlamis
, Sofia Stamou, Kjetil Nørvåg
, Michalis Vazirgiannis:
Semantic relatedness hits bibliographic data. WIDM 2009: 87-90 - [i2]Nikos Zotos, Paraskevi Tzekou, George Tsatsaronis, Lefteris Kozanidis, Sofia Stamou, Iraklis Varlamis:
To Click or not to Click? The Role of Contextualized and User-Centric Web Snippets. CoRR abs/0903.2544 (2009) - [i1]Apostolos Kritikopoulos, Martha Sideri, Iraklis Varlamis:
BLOGRANK: Ranking Weblogs Based On Connectivity And Similarity Features. CoRR abs/0903.4035 (2009) - 2008
- [c11]Iraklis Varlamis
, Vasilis Vassalos, Antonis Palaios:
Monitoring the evolution of interests in the blogosphere. ICDE Workshops 2008: 513-518 - [c10]George Tsatsaronis
, Iraklis Varlamis
, Michalis Vazirgiannis:
Word Sense Disambiguation with Semantic Networks. TSD 2008: 219-226 - [p1]Iraklis Varlamis
, Ioannis Apostolakis:
Medical Informatics in the Web 2.0 Era. New Directions in Intelligent Interactive Multimedia 2008: 513-522 - 2007
- [c9]Apostolos Kritikopoulos, Martha Sideri, Iraklis Varlamis
:
Wordrank: A Method for Ranking Web Pages Based on Content Similarity. BNCOD Workshops 2007: 92-100 - [c8]Apostolos Kritikopoulos, Martha Sideri, Iraklis Varlamis:
BLOGRANK: Ranking on the blogosphere. ICWSM 2007 - 2006
- [c7]Apostolos Kritikopoulos, Martha Sideri, Iraklis Varlamis
:
BlogRank: ranking weblogs based on connectivity and similarity features. AAA-IDEA 2006: 8 - [c6]Iraklis Varlamis, Ioannis Apostolakis:
A Framework for Building Virtual Communities for Education. EC-TEL Workshops 2006 - 2005
- [c5]Iraklis Varlamis
, Ioannis Apostolakis, Marianthi Karatza:
A Framework for Monitoring the Unsupervised Educational Process and Adapting the Content and Activities to Students' Needs. WISE Workshops 2005: 124-133 - 2004
- [j3]Iraklis Varlamis
, Michalis Vazirgiannis, Iosif Lazaridis, M. Papageorgiou, Themis Panayiotopoulos:
Distributed Virtual Reality Authoring Interfaces for the WWW: The VR-Shop Case. Multim. Tools Appl. 22(1): 5-30 (2004) - [j2]Iraklis Varlamis
, Michalis Vazirgiannis, Maria Halkidi, Benjamin Nguyen
:
THESUS, a Closer View on Web Content Management Enhanced with Link Semantics. IEEE Trans. Knowl. Data Eng. 16(6): 685-700 (2004) - 2003
- [b1]Iraklis Varlamis:
Σημασιολογικός χαρακτηρισμός, οργάνωση και διαχείριση περιεχομένου του Παγκόσμιου Ιστού, με χρήση οντολόγιων και έμφαση στο ρόλο των υπερσυνδέσμων. Athens University Economics and Business, Greece, 2003 - [j1]Maria Halkidi, Benjamin Nguyen
, Iraklis Varlamis
, Michalis Vazirgiannis:
THESUS: Organizing Web document collections based on link semantics. VLDB J. 12(4): 320-332 (2003) - [c4]Magdalini Eirinaki
, Michalis Vazirgiannis, Iraklis Varlamis
:
SEWeP: using site semantics and a taxonomy to enhance the Web personalization process. KDD 2003: 99-108 - 2001
- [c3]Iraklis Varlamis, Michalis Vazirgiannis:
Bridging XML-schema and relational databases: a system for generating and manipulating relational databases using valid XML documents. ACM Symposium on Document Engineering 2001: 105-114 - [c2]Iraklis Varlamis, Michalis Vazirgiannis:
Web Document Searching Using Enhanced Hyperlink Semantics Based on XML. IDEAS 2001: 34-43 - 2000
- [c1]Iraklis Varlamis, Michalis Vazirgiannis, Iosif Lazaridis:
Distributed Virtual Reality Authoring Interfaces for the WWW. IEEE International Conference on Multimedia and Expo (I) 2000: 191-194
Coauthor Index
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