Panos Liatsis

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 66

Top Venues

Publications

Enayetur Rahman, Panos Liatsis, Zaheer Q. Hashim, Panayiotis A. Kyriacou, Iasonas F. Triantis
A Quadruple-Sweep Bioimpedance Sensing Method for Arterial Stenosis Detection. IEEE Access 12 (2024)
Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis
A Novel Transformer Network With Shifted Window Cross-Attention for Spatiotemporal Weather Forecasting. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Alabi Bojesomo, Panos Liatsis, Hasan Al-Marzouqi
Marine Debris Segmentation Using a Parameter Efficient Octonion-Based Architecture. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Mohamed Mahyoub, Friska Natalia, Sud Sudirman, Abdulmajeed Hammadi Jasim Al-Jumaily, Panos Liatsis
Brain Tumor Segmentation in Fluid-Attenuated Inversion Recovery Brain MRI using Residual Network Deep Learning Architectures. DeSE (2023)
Mohamed Mahyoub, Friska Natalia, Sud Sudirman, Panos Liatsis, Abdulmajeed Hammadi Jasim Al-Jumaily
Data Augmentation Using Generative Adversarial Networks to Reduce Data Imbalance with Application in Car Damage Detection. DeSE (2023)
Mohamed Mahyoub, Friska Natalia, Sud Sudirman, Abdulmajeed Hammadi Jasim Al-Jumaily, Panos Liatsis
Semantic Segmentation and Depth Estimation of Urban Road Scene Images Using Multi-Task Networks. DeSE (2023)
Ruiyuan Kang, Tingting Mu, Panos Liatsis, Dimitrios C. Kyritsis
Physics-Driven ML-Based Modelling for Correcting Inverse Estimation. CoRR (2023)
Ruiyuan Kang, Dimitrios C. Kyritsis, Panos Liatsis
EEE, Remediating the failure of machine learning models via a network-based optimization patch. CoRR (2023)
Manuel Alejandro Rodriguez Rivera, Hasan Al-Marzouqi, Panos Liatsis
Multi-Label Retinal Disease Classification Using Transformers. IEEE J. Biomed. Health Informatics 27 (6) (2023)
Érick Oliveira Rodrigues, L. O. Rodrigues, L. S. N. Oliveira, Aura Conci, Panos Liatsis
Automated recognition of the pericardium contour on processed CT images using genetic algorithms. CoRR (2022)
Érick Oliveira Rodrigues, Lucas O. Rodrigues, João H. P. Machado, Dalcimar Casanova, Marcelo Teixeira, Jeferson T. Oliva, Giovani Bernardes Vitor, Panos Liatsis
Local-Sensitive Connectivity Filter (LS-CF): A Post-Processing Unsupervised Improvement of the Frangi, Hessian and Vesselness Filters for Multimodal Vessel Segmentation. J. Imaging 8 (10) (2022)
Érick O. Rodrigues, V. H. A. Pinheiro, Panos Liatsis, Aura Conci
Machine learning in the prediction of cardiac epicardial and mediastinal fat volumes. CoRR (2022)
Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis
A Novel Transformer Network with Shifted Window Cross-Attention for Spatiotemporal Weather Forecasting. CoRR (2022)
Érick O. Rodrigues, Leonardo Torok, Panos Liatsis, José Viterbo, Aura Conci
k-MS: A novel clustering algorithm based on morphological reconstruction. CoRR (2022)
Ruiyuan Kang, Dimitrios C. Kyritsis, Panos Liatsis
Self-Validated Physics-Embedding Network: A General Framework for Inverse Modelling. CoRR (2022)
Christian Eichenberger, Moritz Neun, Henry Martin, Pedro Herruzo, Markus Spanring, Yichao Lu, Sungbin Choi, Vsevolod Konyakhin, Nina Lukashina, Aleksei Shpilman, Nina Wiedemann, Martin Raubal, Bo Wang, Hai L. Vu, Reza Mohajerpoor, Chen Cai, Inhi Kim, Luca Hermes, Andrew Melnik, Riza Velioglu, Markus Vieth, Malte Schilling, Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis, Jay Santokhi, Dylan Hillier, Yiming Yang, Joned Sarwar, Anna Jordan, Emil Hewage, David Jonietz, Fei Tang, Aleksandra Gruca, Michael Kopp, David P. Kreil, Sepp Hochreiter
Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes. CoRR (2022)
Natasa Kleanthous, Abir Hussain, Wasiq Khan, Jennifer Sneddon, Panos Liatsis
Deep transfer learning in sheep activity recognition using accelerometer data. Expert Syst. Appl. 207 (2022)
M. A. Rodriguez, Hasan Al-Marzouqi, Panos Liatsis
Multi-Label Retinal Disease Classification using Transformers. CoRR (2022)
Ruiyuan Kang, Dimitrios C. Kyritsis, Panos Liatsis
Spatially-resolved Thermometry from Line-of-Sight Emission Spectroscopy via Machine Learning. CoRR (2022)
Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis
SwinUNet3D - A Hierarchical Architecture for Deep Traffic Prediction using Shifted Window Transformers. CoRR (2022)
Ruiyuan Kang, Panos Liatsis, Dimitrios C. Kyritsis
Realizing Flame State Monitoring with Very Few Visual or Infrared Images via Few-Shot Learning. CoRR (2022)
Natasa Kleanthous, Abir Jaafar Hussain, Wasiq Khan, Jennifer Sneddon, Ahmed Al-Shamma'a, Panos Liatsis
A survey of machine learning approaches in animal behaviour. Neurocomputing 491 (2022)
Hajer Alyammahi, Panos Liatsis
Non-Intrusive Appliance Identification Using Machine Learning and Time-Domain Features. IWSSIP (2022)
Hajer Alyammahi, Panos Liatsis
Towards Identification of Appliances in Conventional Homes using ML and Descriptive Statistics. ISC2 (2022)
Abeer Abdullah Alsadhan, Abir Hussain, Panos Liatsis, Mohammed M. Alani, Hissam Tawfik, Phillip Kendrick, Hulya Francis
Locally weighted classifiers for detection of neighbor discovery protocol distributed denial-of-service and replayed attacks. Trans. Emerg. Telecommun. Technol. 33 (3) (2022)
Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis
Spatiotemporal Vision Transformer for Short Time Weather Forecasting. IEEE BigData (2021)
Jwan K. Alwan, Abir Jaafar Hussain, Dhafar Hamed Abd, Ahmed Tariq Sadiq, Mohammed Khalaf, Panos Liatsis
Political Arabic Articles Orientation Using Rough Set Theory With Sentiment Lexicon. IEEE Access 9 (2021)
Érick O. Rodrigues, Auro Conci, Panos Liatsis
Morphological classifiers. CoRR (2021)
Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis
Spatiotemporal Swin-Transformer Network for Short Time Weather Forecasting. CIKM Workshops (2021)
Christian Eichenberger, Moritz Neun, Henry Martin, Pedro Herruzo, Markus Spanring, Yichao Lu, Sungbin Choi, Vsevolod Konyakhin, Nina Lukashina, Aleksei Shpilman, Nina Wiedemann, Martin Raubal, Bo Wang, Hai L. Vu, Reza Mohajerpoor, Chen Cai, Inhi Kim, Luca Hermes, Andrew Melnik, Riza Velioglu, Markus Vieth, Malte Schilling, Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis, Jay Santokhi, Dylan Hillier, Yiming Yang, Joned Sarwar, Anna Jordan, Emil Hewage, David Jonietz, Fei Tang, Aleksandra Gruca, Michael Kopp, David P. Kreil, Sepp Hochreiter
Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes. NeurIPS (Competition and Demos) (2021)
Panos Liatsis
Learning to "see" Touch. IWSSIP (2020)
Haya Alaskar, Abir Jaafar Hussain, Wasiq Khan, Hissam Tawfik, Pip Trevorrow, Panos Liatsis, Zohra Sbaï
A data science approach for reliable classification of neuro-degenerative diseases using gait patterns. J. Reliab. Intell. Environ. 6 (4) (2020)
Mohammed Khalaf, Haya Alaskar, Abir Jaafar Hussain, Thar Baker, Zakaria Maamar, Rajkumar Buyya, Panos Liatsis, Wasiq Khan, Hissam Tawfik, Dhiya Al-Jumeily
IoT-Enabled Flood Severity Prediction via Ensemble Machine Learning Models. IEEE Access 8 (2020)
Érick O. Rodrigues, Aura Conci, Panos Liatsis
ELEMENT: Multi-Modal Retinal Vessel Segmentation Based on a Coupled Region Growing and Machine Learning Approach. IEEE J. Biomed. Health Informatics 24 (12) (2020)
Alabi Bojesomo, Panos Liatsis, Hasan Al-Marzouqi
Traffic flow prediction using Deep Sedenion Networks. CoRR (2020)
Nadya Abdel Madjid, Panos Liatsis
Object Segmentation In Electrical Impedance Tomography For Tactile Sensing. ICIP (2020)
Zayneb Ahmed, Abir Jaafar Hussain, Wasiq Khan, Thar Baker, Haya Al-Askar, Janet Lunn, Raghad Al-Shabandar, Dhiya Al-Jumeily, Panos Liatsis
Lossy and Lossless Video Frame Compression: A Novel Approach for High-Temporal Video Data Analytics. Remote. Sens. 12 (6) (2020)
Natasa Kleanthous, Abir Jaafar Hussain, Wasiq Khan, Panos Liatsis
A new machine learning based approach to predict Freezing of Gait. Pattern Recognit. Lett. 140 (2020)
Érick Oliveira Rodrigues, Dalcimar Casanova, Marcelo Teixeira, Vinicius Pegorini, Fábio Favarim, Esteban Walter Gonzalez Clua, Aura Conci, Panos Liatsis
Proposal and study of statistical features for string similarity computation and classification. Int. J. Data Min. Model. Manag. 12 (3) (2020)
Michael Kopp, David P. Kreil, Moritz Neun, David Jonietz, Henry Martin, Pedro Herruzo, Aleksandra Gruca, Ali Soleymani, Fanyou Wu, Yang Liu, Jingwei Xu, Jianjin Zhang, Jay Santokhi, Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis, Pak Hay Kwok, Qi Qi, Sepp Hochreiter
Traffic4cast at NeurIPS 2020 ? yet more on theunreasonable effectiveness of gridded geo-spatial processes. NeurIPS (Competition and Demos) (2020)
Belal Ali Al-Maytami, Pingzhi Fan, Abir Jaafar Hussain, Thar Baker, Panos Liatsis
An efficient queries processing model based on Multi Broadcast Searchable Keywords Encryption (MBSKE). Ad Hoc Networks 98 (2020)
L. C. Mendes, Érick Oliveira Rodrigues, Sandro C. Izidoro, Aura Conci, Panos Liatsis
ROI Extraction in Thermographic Breast Images Using Genetic Algorithms. IWSSIP (2020)
Belal Ali Al-Maytami, Pingzhi Fan, Abir Hussain, Thar Baker, Panos Liatsis
A Task Scheduling Algorithm With Improved Makespan Based on Prediction of Tasks Computation Time algorithm for Cloud Computing. IEEE Access 7 (2019)
Raghad Al-Shabandar, Abir Jaafar Hussain, Panos Liatsis, Robert Keight
Detecting At-Risk Students With Early Interventions Using Machine Learning Techniques. IEEE Access 7 (2019)
Mahmoud Khalil, Elena Fantino, Panos Liatsis
Classification of Space Objects Using Machine Learning Methods. CogMI (2019)
Mahmoud Khalil, Elena Fantino, Panos Liatsis
Evaluation of Oversampling Strategies in Machine Learning for Space Debris Detection. IST (2019)
Ali Zifan, Panos Liatsis, Hasan Al-Marzouqi
Realistic forward and inverse model mesh generation for rapid three-dimensional thoracic electrical impedance imaging. Comput. Biol. Medicine 107 (2019)
Abir Jaafar Hussain, Panos Liatsis, Mohammed Khalaf, Hissam Tawfik, Haya Al-Asker
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. 18 (2019)
Zainab Husain, Panos Liatsis
A neural network-based local decomposition approach for image reconstruction in Electrical Impedance Tomography. IST (2019)
Haya Alaskar, Abir Hussain, Nourah Alaseem, Panos Liatsis, Dhiya Al-Jumeily
Application of Convolutional Neural Networks for Automated Ulcer Detection in Wireless Capsule Endoscopy Images. Sensors 19 (6) (2019)
Raghad Al-Shabandar, Abir Jaafar Hussain, Panos Liatsis, Robert Keight
Analyzing Learners Behavior in MOOCs: An Examination of Performance and Motivation Using a Data-Driven Approach. IEEE Access 6 (2018)
Abir Jaafar Hussain, Panos Liatsis, Mohammed Khalaf, Hissam Tawfik, Haya Al-Asker
A Dynamic Neural Network Architecture with Immunology Inspired Optimization for Weather Data Forecasting. Big Data Res. 14 (2018)
Érick Oliveira Rodrigues, Panos Liatsis, Luiz Satoru Ochi, Aura Conci
Fractal triangular search: a metaheuristic for image content search. IET Image Process. 12 (8) (2018)
Érick Oliveira Rodrigues, Aura Conci, Panos Liatsis
Morphological classifiers. Pattern Recognit. 84 (2018)
Yu Wu, Tingting Mu, Panos Liatsis, John Yannis Goulermas
Computation of heterogeneous object co-embeddings from relational measurements. Pattern Recognit. 65 (2017)
Muhammad Moazzam Jawaid, Ronak Rajani, Panos Liatsis, Constantino Carlos Reyes-Aldasoro, Gregory G. Slabaugh
A hybrid energy model for region based curve evolution - Application to CTA coronary segmentation. Comput. Methods Programs Biomed. 144 (2017)
Érick Oliveira Rodrigues, Leonardo Torok, Panos Liatsis, José Viterbo, Aura Conci
k-MS: A novel clustering algorithm based on morphological reconstruction. Pattern Recognit. 66 (2017)
Seyed Mohammad RezaSaadat Beheshti, Panos Liatsis, Muttukrishnan Rajarajan
A CAPTCHA model based on visual psychophysics: Using the brain to distinguish between human users and automated computer bots. Comput. Secur. 70 (2017)
Muhammad Moazzam Jawaid, Ronak Rajani, Panos Liatsis, Constantino Carlos Reyes-Aldasoro, Greg G. Slabaugh
Improved CTA Coronary Segmentation with a Volume-Specific Intensity Threshold. MIUA (2017)
Érick Oliveira Rodrigues, V. H. A. Pinheiro, Panos Liatsis, Aura Conci
Machine learning in the prediction of cardiac epicardial and mediastinal fat volumes. Comput. Biol. Medicine 89 (2017)
Érick Oliveira Rodrigues, L. O. Rodrigues, L. S. N. Oliveira, Aura Conci, Panos Liatsis
Automated recognition of the pericardium contour on processed CT images using genetic algorithms. Comput. Biol. Medicine 87 (2017)
Alena Uus, Panos Liatsis, Ronak Rajani
The influence of vessel segmentation threshold on the accuracy of patient-specific coronary blood flow simulations. MWSCAS (2016)
Ali Zifan, Panos Liatsis
Patient-Specific Computational Models of Coronary Arteries Using Monoplane X-Ray Angiograms. Comput. Math. Methods Medicine 2016 (2016)
Quang Duc Tran, Panos Liatsis
RABOC: An approach to handle class imbalance in multimodal biometric authentication. Neurocomputing 188 (2016)
Alena Uus, Panos Liatsis, Gregory G. Slabaugh, Athanasios Anagnostis, Sam Roberts, Stephen Twist
Trend deviation analysis for automated detection of defects in GPR data for road condition surveys. IWSSIP (2016)
Alena Uus, Panos Liatsis
Design of a 0D Image-Based Coronary Blood Flow Model. DeSE (2016)
Shahjahan Miah, Alena Uus, Panos Liatsis, Sam Roberts, Stephen Twist, Maud Hovens, Hans Godding
Design of multidimensional sensor fusion system for road pavement inspection. IWSSIP (2015)
Seyed Mohammad RezaSaadat Beheshti, Panos Liatsis
How humans can help computers to solve an artificial problem? IWSSIP (2015)
Seyed Mohammad RezaSaadat Beheshti, Panos Liatsis
VICAP: Using the mechanisms of trans-saccadic memory to distinguish between humans and machines. IWSSIP (2015)
Seyed Mohammad RezaSaadat Beheshti, Panos Liatsis
CAPTCHA Usability and Performance, How to Measure the Usability Level of Human Interactive Applications Quantitatively and Qualitatively? DeSE (2015)
Muhammad Moazzam Jawaid, Panos Liatsis, Sanam Narejo
Automated Extraction of the Coronary Tree by Integrating Localized Aorta-Based Intensity Distribution Statistics in Active Contour Segmentation. DeSE (2015)
Alena Uus, Panos Liatsis, Giuseppe Nardoni, Enayet Rahman
Optimisation of transducer positioning in air-coupled ultrasound inspection of concrete/asphalt structures. IWSSIP (2015)
Anfisa Lazareva, Panos Liatsis, Franziska G. Rauscher
An automated image processing system for the detection of photoreceptor cells in adaptive optics retinal images. IWSSIP (2015)
Shahjahan Miah, Ioannis Kaparias, Panos Liatsis
Evaluation of MEMS sensors accuracy for bicycle tracking and positioning. IWSSIP (2015)
Alena Uus, Panos Liatsis, Muhammad Moazzam Jawaid, Ronak Rajani, Elena N. Benderskaya
Assessment of stenosis introduced flow resistance in CCTA-reconstructed coronary arteries. IWSSIP (2015)
Tran Quang Duc, Panos Liatsis
Improving Fusion with One-Class Classification and Boosting in Multimodal Biometric Authentication. ICIC (3) (2014)
Alena Uus, Panos Liatsis, Ronak Rajani, Lidija Mandic
The impact of boundary conditions in patient-specific coronary blood flow simulation. IWSSIP (2014)
Panagiotis Kantartzis, Montaserbellah Abdi, Panos Liatsis
Stimulation and measurement patterns versus prior information for fast 3D EIT: A breast screening case study. Signal Process. 93 (10) (2013)
Quang Duc Tran, Panos Liatsis
User-Specific Fusion Using One-Class Classification for Multimodal Biometric Systems: Boundary Methods. DeSE (2013)
Aura Conci, Ángel Sánchez, Panos Liatsis, Hisashi Usuki
Signal processing techniques for detection of breast diseases. Signal Process. 93 (10) (2013)
Quang Duc Tran, Panos Liatsis
A Modified Equal Error Rate Based User-Specific Normalization for Multimodal Biometrics. DeSE (2013)
Rubiel Vargas-Cañas, Panagiotis Kantartzis, Panos Liatsis
Identification of anatomic retinal structures for macular delineation in fluorescein angiograms. Integr. Comput. Aided Eng. 19 (4) (2012)
Tran Quang Duc, Panagiotis Kantartzis, Panos Liatsis
Improving fusion with optimal weight selection in Face Recognition. Integr. Comput. Aided Eng. 19 (3) (2012)
Bing Zhu, Changzheng He, Panos Liatsis
A robust missing value imputation method for noisy data. Appl. Intell. 36 (1) (2012)
Bing Zhu, Changzheng He, Panos Liatsis, Xiaoyu Li
A GMDH-based fuzzy modeling approach for constructing TS model. Fuzzy Sets Syst. 189 (1) (2012)
Yin Wang, Panos Liatsis
3-D Quantitative Vascular Shape Analysis for Arterial Bifurcations via Dynamic Tube Fitting. IEEE Trans. Biomed. Eng. 59 (7) (2012)
Yin Wang, Panos Liatsis
Automatic Segmentation of Coronary Arteries in CT Imaging in the Presence of Kissing Vessel Artifacts. IEEE Trans. Inf. Technol. Biomed. 16 (4) (2012)
Mingzhu Zhang, Changzheng He, Panos Liatsis
A D-GMDH model for time series forecasting. Expert Syst. Appl. 39 (5) (2012)
Ali Zifan, Panos Liatsis
Medical Image Deblurring via Lagrangian Pursuit in Frame Dictionaries. DeSE (2011)
Quang Duc Tran, Panos Liatsis, Bing Zhu, Changzheng He
Using Density based Score Fusion for Multimodal Identification Systems under the Missing Data Scenario. DeSE (2011)
Montaserbellah Abdi, Panos Liatsis
EIT in Breast Cancer Imaging: Application to Patient-Specific Forward Model. DeSE (2011)
Panagiotis Kantartzis, Panos Liatsis
On sparse forward solutions in non-stationary domains for the EIT imaging problem. EMBC (2011)
J. G. Huang, Panos Liatsis, Kevin Cooke, Dennis Teer
Automating the estimation of coating thickness measurements in the ball crater technique. Image Processing: Machine Vision Applications (2011)
Rozaida Ghazali, Abir Jaafar Hussain, Panos Liatsis
Dynamic Ridge Polynomial Neural Network: Forecasting the univariate non-stationary and stationary trading signals. Expert Syst. Appl. 38 (4) (2011)
Ali Zifan, Panos Liatsis, Panagiotis Kantartzis, Rubiel Vargas-Cañas
Automatic Segmentation of Conductivity Changes in Electrical Impedance Tomography Images. BIOSIGNALS (2011)
Xiaoyu Li, Changzheng He, Panos Liatsis
A New Robust Classification Method for CRM. APWCS (2010)
Panos Liatsis, John Yannis Goulermas, Xiao-Jun Zeng, Efstathios Milonidis
A flexible visual inspection system based on neural networks. Int. J. Syst. Sci. 40 (2) (2009)
Stylianos Sp. Pappas, Lambros Ekonomou, Panagiotis Karampelas, Sokratis K. Katsikas, Panos Liatsis
Modeling of the grounding resistance variation using ARMA models. Simul. Model. Pract. Theory 16 (5) (2008)
John Yannis Goulermas, Andrew H. Findlow, Christopher J. Nester, Panos Liatsis, Xiao-Jun Zeng, Laurence P. J. Kenney, Philip A. Tresadern, Sibylle B. Thies, David Howard
An Instance-Based Algorithm With Auxiliary Similarity Information for the Estimation of Gait Kinematics From Wearable Sensors. IEEE Trans. Neural Networks 19 (9) (2008)
Abir Jaafar Hussain, Panos Liatsis, Hissam Tawfik, Atulya K. Nagar, Dhiya Al-Jumeily
Physical time series prediction using Recurrent Pi-Sigma Neural Networks. Int. J. Artif. Intell. Soft Comput. 1 (1) (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Panos Liatsis