Maria Kaselimi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 41

Top Topics

Top Venues

Publications

Sotirios Athanasoulias, Stavros Sykiotis, Maria Kaselimi, Anastasios Doulamis, Nikolaos Doulamis, Nikolaos Ipiotis
OPT-NILM: An Iterative Prior-to-Full-Training Pruning Approach for Cost-Effective User Side Energy Disaggregation. IEEE Trans. Consumer Electron. 70 (1) (2024)
Matthew Barthet, Maria Kaselimi, Kosmas Pinitas, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
GameVibe: A Multimodal Affective Game Corpus. CoRR (2024)
Charalampos Zafeiropoulos, Ioannis N. Tzortzis, Eftychios Protopapadakis, Maria Kaselimi, Anastasios Doulamis, Nikolaos Doulamis
Investigating the Impact of a Low-Rank Tensor-Based Approach on Deforestation Imagery. ISVC (1) (2023)
Anastasios Temenos, Nikos Temenos, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis
Interpretable Deep Learning Framework for Land Use and Land Cover Classification in Remote Sensing Using SHAP. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Maria Kaselimi, A. J. Roumeliotis, Apostolos Z. Papafragkakis, Athanasios D. Panagopoulos, Nikolaos D. Doulamis
Site Diversity Switching Prediction AT Q Band Using Deep Learning Techniques in Satellite Communications. ICASSP Workshops (2023)
Stavros Sykiotis, Sotirios Athanasoulias, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis, Lina Stankovic, Vladimir Stankovic
Performance-Aware NILM Model Optimization for Edge Deployment. IEEE Trans. Green Commun. Netw. 7 (3) (2023)
Maria Kaselimi, Athanasios Voulodimos, Ioannis Daskalopoulos, Nikolaos Doulamis, Anastasios D. Doulamis
A Vision Transformer Model for Convolution-Free Multilabel Classification of Satellite Imagery in Deforestation Monitoring. IEEE Trans. Neural Networks Learn. Syst. 34 (7) (2023)
Stavros Sykiotis, Maria Kaselimi, Anastasios Doulamis, Nikolaos Doulamis
Continilm: A Continual Learning Scheme for Non-Intrusive Load Monitoring. ICASSP (2023)
Anastasios Temenos, Nikos Temenos, Maria Kaselimi, Anastasios Doulamis, Nikolaos Doulamis
Multi-Spectral Band Selection and Spatial Explanations Using XAI Algorithms in Remote Sensing Applications. IGARSS (2023)
Anastasios Temenos, Ioannis N. Tzortzis, Maria Kaselimi, Ioannis Rallis, Anastasios D. Doulamis, Nikolaos Doulamis
Novel Insights in Spatial Epidemiology Utilizing Explainable AI (XAI) and Remote Sensing. Remote. Sens. 14 (13) (2022)
Agapi Davradou, Eftychios Protopapadakis, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis
Diabetic foot ulcers monitoring by employing super resolution and noise reduction deep learning techniques. PETRA (2022)
Sotirios Athanasoulias, Stavros Sykiotis, Maria Kaselimi, Eftychios Protopapadakis, Nikolaos Ipiotis
A First Approach using Graph Neural Networks on Non-Intrusive-Load-Monitoring. PETRA (2022)
Ioannis N. Tzortzis, Agapi Davradou, Eftychios Protopapadakis, Maria Kaselimi, Nikolaos Doulamis, Aikaterini Angeli, Andreas Lazaris
Unsupervised diabetic foot monitoring techniques. PETRA (2022)
Anastasios Temenos, Maria Kaselimi, Ioannis N. Tzortzis, Ioannis Rallis, Anastasios D. Doulamis, Nikolaos Doulamis
Spatio-Temporal Interpretation of The Covid-19 Risk Factors Using Explainable Ai. IGARSS (2022)
Parisis Gallos, Andreas Menychtas, Christos Panagopoulos, Eftychios Protopapadakis, Nikolaos Doulamis, Anastasios D. Doulamis, Emmanuel Sardis, Manthos Bimpas, Maria Kaselimi, Ilias Maglogiannis
Designing a Cloud Based Platform for Monitoring Well-Being and Public Health in Areas with Natural Based Solutions. FABULOUS (2022)
Ioannis Rallis, Yannis Markoulidakis, Ioannis Georgoulas, George Kopsiaftis, Maria Kaselimi, Nikolaos D. Doulamis, Anastasios D. Doulamis
Interpretation of net promoter score attributes using explainable AI. PETRA (2022)
Stavros Sykiotis, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis
ELECTRIcity: An Efficient Transformer for Non-Intrusive Load Monitoring. Sensors 22 (8) (2022)
Agapi Davradou, Eftychios Protopapadakis, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis
Diabetic foot ulcers monitoring by employing super resolution and noise reduction deep learning techniques. CoRR (2022)
Parisis Gallos, Andreas Menychtas, Christos Panagopoulos, Maria Kaselimi, Ioannis Rallis, Anastasios D. Doulamis, Nikolaos Doulamis, Manthos Bimpas, Aikaterini Aggeli, Eftychios Protopapadakis, Emmanuel Sardis, Ilias Maglogiannis
Pervasive Monitoring of Public Health and Well-Being in Urban Areas with Blue-Green Solutions. MIE (2022)
Stavros Sykiotis, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis
An Efficient Deep Bidirectional Transformer Model for Energy Disaggregation. EUSIPCO (2022)
Maria Kaselimi, Eftychios Protopapadakis, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis
Towards Trustworthy Energy Disaggregation: A Review of Challenges, Methods, and Perspectives for Non-Intrusive Load Monitoring. Sensors 22 (15) (2022)
Parisis Gallos, Andreas Menychtas, Christos Panagopoulos, Maria Kaselimi, Anastasios Temenos, Ioannis Rallis, Anastasios D. Doulamis, Nikolaos Doulamis, Manthos Bimpas, Aikaterini Aggeli, Eftychios Protopapadakis, Emmanuel Sardis, Ilias Maglogiannis
Using mHealth Technologies to Promote Public Health and Well-Being in Urban Areas with Blue-Green Solutions. ICIMTH (2022)
Maria Kaselimi, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis, Demitris Delikaraoglou
Deep Recurrent Neural Networks for Ionospheric Variations Estimation Using GNSS Measurements. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Maria Kaselimi, Eftychios Protopapadakis, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis
Towards trustworthy Energy Disaggregation: A review of challenges, methods and perspectives for Non-Intrusive Load Monitoring. CoRR (2022)
Ioannis Kavouras, Maria Kaselimi, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Anastasios D. Doulamis
COVID-19 Spatio-Temporal Evolution Using Deep Learning at a European Level. Sensors 22 (10) (2022)
Nikolaos Bakalos, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis
Bioinformatics systems for monitoring and mitigating epidemics: The STAMINA Paradigm. PETRA (2021)
Maria Kaselimi, Nikolaos Doulamis, Athanasios Voulodimos, Anastasios D. Doulamis, Demitris Delikaraoglou
Spatio-Temporal Ionospheric TEC Prediction Using a Deep CNN-GRU Model on GNSS Measurements. IGARSS (2021)
Maria Kaselimi, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis, Eftychios Protopapadakis
A Robust to Noise Adversarial Recurrent Model for Non-Intrusive Load Monitoring. ICASSP (2021)
Ioannis Kavouras, Eftychios Protopapadakis, Maria Kaselimi, Emmanuel Sardis, Nikolaos Doulamis
Assessing the Lockdown Effects on Air Quality during COVID-19 Era. CoRR (2021)
Ioannis Kavouras, Maria Kaselimi, Eftychios Protopapadakis, Nikolaos Doulamis
Machine Learning Tools to Assess the Impact of COVID-19 Civil Measures in Atmospheric Pollution. PETRA (2021)
Maria Kaselimi
Machine learning methods for modelling and analysis of time series signals in geoinformatics. CoRR (2021)
Ioannis Kavouras, Eftychios Protopapadakis, Maria Kaselimi, Emmanuel Sardis, Nikolaos Doulamis
Assessing the Lockdown Effects on Air Quality During COVID-19 Era. NiDS (2021)
Eftychios Protopapadakis, Anastasia Garbi, Anna Malamou, Maria Kaselimi, Zisis Pontikas, Anastasios D. Doulamis, Nikolaos Doulamis, Kostas Vasilakis, Nassos Michas, Emmanouel Alexakis
Creating a Baseline for Robust Energy Savings Estimation in Households. PCI (2020)
Maria Kaselimi, Nikolaos Doulamis, Athanasios Voulodimos, Eftychios Protopapadakis, Anastasios D. Doulamis
Context Aware Energy Disaggregation Using Adaptive Bidirectional LSTM Models. IEEE Trans. Smart Grid 11 (4) (2020)
Maria Kaselimi, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis, Demitris Delikaraoglou
A Causal Long Short-Term Memory Sequence to Sequence Model for TEC Prediction Using GNSS Observations. Remote. Sens. 12 (9) (2020)
Maria Kaselimi, Athanasios Voulodimos, Eftychios Protopapadakis, Nikolaos Doulamis, Anastasios D. Doulamis
EnerGAN: A GENERATIVE ADVERSARIAL NETWORK FOR ENERGY DISAGGREGATION. ICASSP (2020)
Maria Kaselimi, Nikolaos Doulamis
Long-term recurrent convolutional networks for non-intrusive load monitoring. PETRA (2020)
Maria Kaselimi, Nikolaos Doulamis, Anastasios D. Doulamis, Athanasios Voulodimos, Eftychios Protopapadakis
Bayesian-optimized Bidirectional LSTM Regression Model for Non-intrusive Load Monitoring. ICASSP (2019)
Maria Kaselimi, Eftychios Protopapadakis, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis
Multi-Channel Recurrent Convolutional Neural Networks for Energy Disaggregation. IEEE Access 7 (2019)
Eftychios Protopapadakis, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis
Non-Intrusive Load Monitoring for Personalized Strategies Towards Energy Consumption Reduction. SMAP (2019)
Maria Kaselimi, Nikolaos Doulamis, Demitris Delikaraoglou, Eftychios Protopapadakis
GNSSGET and GNSSPLOT Platforms - Matlab GUIs for Retrieving GNSS Products and Visualizing GNSS Solutions. VISIGRAPP (5: VISAPP) (2018)