Panos Liatsis
Orcid: 0000-0002-5490-6030
According to our database1,
Panos Liatsis
authored at least 123 papers
between 1998 and 2024.
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Bibliography
2024
A Novel Transformer Network With Shifted Window Cross-Attention for Spatiotemporal Weather Forecasting.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
IEEE Access, 2024
2023
IEEE J. Biomed. Health Informatics, June, 2023
IEEE Geosci. Remote. Sens. Lett., 2023
EEE, Remediating the failure of machine learning models via a network-based optimization patch.
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Data Augmentation Using Generative Adversarial Networks to Reduce Data Imbalance with Application in Car Damage Detection.
Proceedings of the 15th International Conference on Developments in eSystems Engineering, 2023
Brain Tumor Segmentation in Fluid-Attenuated Inversion Recovery Brain MRI using Residual Network Deep Learning Architectures.
Proceedings of the 15th International Conference on Developments in eSystems Engineering, 2023
Semantic Segmentation and Depth Estimation of Urban Road Scene Images Using Multi-Task Networks.
Proceedings of the 15th International Conference on Developments in eSystems Engineering, 2023
2022
Local-Sensitive Connectivity Filter (LS-CF): A Post-Processing Unsupervised Improvement of the Frangi, Hessian and Vesselness Filters for Multimodal Vessel Segmentation.
J. Imaging, 2022
Locally weighted classifiers for detection of neighbor discovery protocol distributed denial-of-service and replayed attacks.
Trans. Emerg. Telecommun. Technol., 2022
Expert Syst. Appl., 2022
Spatially-resolved Thermometry from Line-of-Sight Emission Spectroscopy via Machine Learning.
CoRR, 2022
Realizing Flame State Monitoring with Very Few Visual or Infrared Images via Few-Shot Learning.
CoRR, 2022
CoRR, 2022
SwinUNet3D - A Hierarchical Architecture for Deep Traffic Prediction using Shifted Window Transformers.
CoRR, 2022
Non-Intrusive Appliance Identification Using Machine Learning and Time-Domain Features.
Proceedings of the 29th International Conference on Systems, Signals and Image Processing, 2022
Towards Identification of Appliances in Conventional Homes using ML and Descriptive Statistics.
Proceedings of the IEEE International Smart Cities Conference, 2022
Well Log Data Preparation and Effective Utilization of Drilling Parameters Using Data Science Based Approaches.
Proceedings of the Data Science and Emerging Technologies, 2022
Proceedings of the Data Science and Emerging Technologies, 2022
Proceedings of the Data Science and Emerging Technologies, 2022
Consumer Behavior Prediction During Covid-19 Pandemic Conditions Using Sentiment Analytics.
Proceedings of the Data Science and Emerging Technologies, 2022
Proceedings of the Data Science and Emerging Technologies, 2022
Proceedings of the Data Science and Emerging Technologies, 2022
Predicting Disaster Type from Social Media Imagery via Deep Neural Networks Directed by Visual Attention.
Proceedings of the Data Science and Emerging Technologies, 2022
2021
IEEE Access, 2021
Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes.
Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021
Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021), 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
Performance-Based Prediction of Chronic Kidney Disease Using Machine Learning for High-Risk Cardiovascular Disease Patients.
Proceedings of the Nature-Inspired Computation in Data Mining and Machine Learning, 2020
ELEMENT: Multi-Modal Retinal Vessel Segmentation Based on a Coupled Region Growing and Machine Learning Approach.
IEEE J. Biomed. Health Informatics, 2020
Lossy and Lossless Video Frame Compression: A Novel Approach for High-Temporal Video Data Analytics.
Remote. Sens., 2020
Pattern Recognit. Lett., 2020
A data science approach for reliable classification of neuro-degenerative diseases using gait patterns.
J. Reliab. Intell. Environ., 2020
Proposal and study of statistical features for string similarity computation and classification.
Int. J. Data Min. Model. Manag., 2020
An efficient queries processing model based on Multi Broadcast Searchable Keywords Encryption (MBSKE).
Ad Hoc Networks, 2020
IEEE Access, 2020
Traffic4cast at NeurIPS 2020 ? yet more on theunreasonable effectiveness of gridded geo-spatial processes.
Proceedings of the NeurIPS 2020 Competition and Demonstration Track, 2020
Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020
Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
2019
Application of Convolutional Neural Networks for Automated Ulcer Detection in Wireless Capsule Endoscopy Images.
Sensors, 2019
Realistic forward and inverse model mesh generation for rapid three-dimensional thoracic electrical impedance imaging.
Comput. Biol. Medicine, 2019
Corrigendum to "A Dynamic Neural Network Architecture with Immunology Inspired Optimization for Weather Data Forecasting" [Big Data Research 14 (2018) 81-92].
Big Data Res., 2019
Detecting At-Risk Students With Early Interventions Using Machine Learning Techniques.
IEEE Access, 2019
A Task Scheduling Algorithm With Improved Makespan Based on Prediction of Tasks Computation Time algorithm for Cloud Computing.
IEEE Access, 2019
Evaluation of Oversampling Strategies in Machine Learning for Space Debris Detection.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
A neural network-based local decomposition approach for image reconstruction in Electrical Impedance Tomography.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
Proceedings of the 2019 IEEE First International Conference on Cognitive Machine Intelligence (CogMI), 2019
2018
IET Image Process., 2018
A Dynamic Neural Network Architecture with Immunology Inspired Optimization for Weather Data Forecasting.
Big Data Res., 2018
Analyzing Learners Behavior in MOOCs: An Examination of Performance and Motivation Using a Data-Driven Approach.
IEEE Access, 2018
2017
Pattern Recognit., 2017
Pattern Recognit., 2017
A CAPTCHA model based on visual psychophysics: Using the brain to distinguish between human users and automated computer bots.
Comput. Secur., 2017
A hybrid energy model for region based curve evolution - Application to CTA coronary segmentation.
Comput. Methods Programs Biomed., 2017
Automated recognition of the pericardium contour on processed CT images using genetic algorithms.
Comput. Biol. Medicine, 2017
Machine learning in the prediction of cardiac epicardial and mediastinal fat volumes.
Comput. Biol. Medicine, 2017
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017
2016
Neurocomputing, 2016
Patient-Specific Computational Models of Coronary Arteries Using Monoplane X-Ray Angiograms.
Comput. Math. Methods Medicine, 2016
The influence of vessel segmentation threshold on the accuracy of patient-specific coronary blood flow simulations.
Proceedings of the IEEE 59th International Midwest Symposium on Circuits and Systems, 2016
Trend deviation analysis for automated detection of defects in GPR data for road condition surveys.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2016
Proceedings of the 9th International Conference on Developments in eSystems Engineering, 2016
2015
Optimisation of transducer positioning in air-coupled ultrasound inspection of concrete/asphalt structures.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2015
Assessment of stenosis introduced flow resistance in CCTA-reconstructed coronary arteries.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2015
Proceedings of the International Conference on Systems, Signals and Image Processing, 2015
Proceedings of the International Conference on Systems, Signals and Image Processing, 2015
An automated image processing system for the detection of photoreceptor cells in adaptive optics retinal images.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2015
VICAP: Using the mechanisms of trans-saccadic memory to distinguish between humans and machines.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2015
Proceedings of the International Conference on Systems, Signals and Image Processing, 2015
Automated Extraction of the Coronary Tree by Integrating Localized Aorta-Based Intensity Distribution Statistics in Active Contour Segmentation.
Proceedings of the International Conference on Developments of E-Systems Engineering, 2015
CAPTCHA Usability and Performance, How to Measure the Usability Level of Human Interactive Applications Quantitatively and Qualitatively?
Proceedings of the International Conference on Developments of E-Systems Engineering, 2015
2014
The impact of boundary conditions in patient-specific coronary blood flow simulation.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2014
Improving Fusion with One-Class Classification and Boosting in Multimodal Biometric Authentication.
Proceedings of the Intelligent Computing in Bioinformatics - 10th International Conference, 2014
2013
Stimulation and measurement patterns versus prior information for fast 3D EIT: A breast screening case study.
Signal Process., 2013
A Modified Equal Error Rate Based User-Specific Normalization for Multimodal Biometrics.
Proceedings of the Sixth International Conference on Developments in eSystems Engineering, 2013
User-Specific Fusion Using One-Class Classification for Multimodal Biometric Systems: Boundary Methods.
Proceedings of the Sixth International Conference on Developments in eSystems Engineering, 2013
2012
Automatic Segmentation of Coronary Arteries in CT Imaging in the Presence of Kissing Vessel Artifacts.
IEEE Trans. Inf. Technol. Biomed., 2012
3-D Quantitative Vascular Shape Analysis for Arterial Bifurcations via Dynamic Tube Fitting.
IEEE Trans. Biomed. Eng., 2012
Identification of anatomic retinal structures for macular delineation in fluorescein angiograms.
Integr. Comput. Aided Eng., 2012
Integr. Comput. Aided Eng., 2012
Fuzzy Sets Syst., 2012
2011
Dynamic Ridge Polynomial Neural Network: Forecasting the univariate non-stationary and stationary trading signals.
Expert Syst. Appl., 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Automating the estimation of coating thickness measurements in the ball crater technique.
Proceedings of the Image Processing: Machine Vision Applications IV, 2011
Proceedings of the 2011 Developments in E-systems Engineering, 2011
Using Density based Score Fusion for Multimodal Identification Systems under the Missing Data Scenario.
Proceedings of the 2011 Developments in E-systems Engineering, 2011
Proceedings of the 2011 Developments in E-systems Engineering, 2011
Automatic Segmentation of Conductivity Changes in Electrical Impedance Tomography Images.
Proceedings of the BIOSIGNALS 2011, 2011
2010
Proceedings of the 2010 Asia-Pacific Conference on Wearable Computing Systems, 2010
2009
Int. J. Syst. Sci., 2009
2008
An Instance-Based Algorithm With Auxiliary Similarity Information for the Estimation of Gait Kinematics From Wearable Sensors.
IEEE Trans. Neural Networks, 2008
Hierarchical Fuzzy Systems for Function Approximation on Discrete Input Spaces With Application.
IEEE Trans. Fuzzy Syst., 2008
Simul. Model. Pract. Theory, 2008
The application of ridge polynomial neural network to multi-step ahead financial time series prediction.
Neural Comput. Appl., 2008
Kernel regression networks with local structural information and covariance volume adaptation.
Neurocomputing, 2008
Int. J. Intell. Syst. Technol. Appl., 2008
Int. J. Intell. Syst. Technol. Appl., 2008
Int. J. Artif. Intell. Soft Comput., 2008
Terrain-Based Navigation for Underwater Vehicles Using an Ultrasonic Scanning System.
Adv. Robotics, 2008
2007
Generalized Regression Neural Networks With Multiple-Bandwidth Sharing and Hybrid Optimization.
IEEE Trans. Syst. Man Cybern. Part B, 2007
Density-Driven Generalized Regression Neural Networks (DD-GRNN) for Function Approximation.
IEEE Trans. Neural Networks, 2007
Estimation of the electromagnetic field radiating by electrostatic discharges using artificial neural networks.
Simul. Model. Pract. Theory, 2007
2006
Proceedings of the Computational Science, 2006
Near-infrared spectroscopic measurements of blood analytes using multi-layer perceptron neural networks.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
A Constrained Nonlinear Energy Minimization Framework for the Regularization of the Stereo Correspondence Problem.
IEEE Trans. Circuits Syst. Video Technol., 2005
2004
Proceedings of the IEEE International Conference on Virtual Environments, 2004
2003
A collective-based adaptive symbiotic model for surface reconstruction in area-based stereo.
IEEE Trans. Evol. Comput., 2003
2001
Pattern Recognit., 2001
2000
Identification of a neuroelectric system involving a single input and a single output.
Signal Process., 2000
A new parallel feature-based stereo-matching algorithm with figural continuity preservation, based on hybrid symbiotic genetic algorithms.
Pattern Recognit., 2000
1999
Incorporating Gradient Estimations in a Circle-Finding Probabilistic Hough Transform.
Pattern Anal. Appl., 1999
1998
Genetically fine-tuning the Hough transform feature space, for the detection of circular objects.
Image Vis. Comput., 1998