Vasileios Megalooikonomou
According to our database1,
Vasileios Megalooikonomou
authored at least 151 papers
between 1998 and 2023.
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Bibliography
2023
KORDI: A Framework for Real-Time Performance and Cost Optimization of Apache Spark Streaming.
Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2023
2022
MFSE: A Meta-Fusion Model for Polypharmacy Side-Effect Prediction with Graph Neural Networks.
Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022
2020
FrailSafe: An ICT Platform for Unobtrusive Sensing of Multi-Domain Frailty for Personalized Interventions.
IEEE J. Biomed. Health Informatics, 2020
2019
Recognizing Physical Activity of Older People from Wearable Sensors and Inconsistent Data.
Sensors, 2019
Integrating an openEHR-based personalized virtual model for the ageing population within HBase.
BMC Medical Informatics Decis. Mak., 2019
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019
Proceedings of the 10th International Conference on Information, 2019
Proceedings of the 10th International Conference on Information, 2019
TensMIL2: Improved Multiple Instance Classification Through Tensor Decomposition and Instance Selection.
Proceedings of the 27th European Signal Processing Conference, 2019
2018
Tensor Decomposition for Multiple-Instance Classification of High-Order Medical Data.
Complex., 2018
Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018
Proceedings of the 2018 Innovations in Intelligent Systems and Applications, 2018
Meeting challenges of activity recognition for ageing population in real life settings.
Proceedings of the 20th IEEE International Conference on e-Health Networking, 2018
Using Octuplet Siamese Network For Osteoporosis Analysis On Dental Panoramic Radiographs.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
Sociolinguistic Features for Author Gender Identification: From Qualitative Evidence to Quantitative Analysis.
J. Quant. Linguistics, 2017
EnzyNet: enzyme classification using 3D convolutional neural networks on spatial representation.
CoRR, 2017
Learning MRI-based classification models for MGMT methylation status prediction in glioblastoma.
Comput. Methods Programs Biomed., 2017
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Proceedings of the 2nd International Conference on Internet of Things, 2017
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
2016
Computer-assisted liver tumor surgery using a novel semiautomatic and a hybrid semiautomatic segmentation algorithm.
Medical Biol. Eng. Comput., 2016
Real-Time Management of Multimodal Streaming Data for Monitoring of Epileptic Patients.
J. Medical Syst., 2016
Improving classification of epileptic and non-epileptic EEG events by feature selection.
Neurocomputing, 2016
EEG-based Classification of Epileptic and Non-Epileptic Events using Multi-Array Decomposition.
Int. J. Monit. Surveillance Technol. Res., 2016
Spike pattern recognition by supervised classification in low dimensional embedding space.
Brain Informatics, 2016
An adaptive higher order scheduling policy with an application to biosignal processing.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the Wireless Mobile Communication and Healthcare, 2016
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016
Proceedings of the 7th International Conference on Information, 2016
Proceedings of the 7th International Conference on Information, 2016
Proceedings of the Information and Communication Technologies for Ageing Well and e-Health, 2016
Feature Selection Evaluation for Light Human Motion Identification in Frailty Monitoring System.
Proceedings of the 2nd International Conference on Information and Communication Technologies for Ageing Well and e-Health, 2016
Age Identification of Twitter Users: Classification Methods and Sociolinguistic Analysis.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016
2015
Neurocomputing, 2015
Seizure detection using EEG and ECG signals for computer-based monitoring, analysis and management of epileptic patients.
Expert Syst. Appl., 2015
A low cost approach for brain tumor segmentation based on intensity modeling and 3D Random Walker.
Biomed. Signal Process. Control., 2015
Proceedings of the Text, Speech, and Dialogue - 18th International Conference, 2015
Proceedings of the Speech and Computer - 17th International Conference, 2015
Proceedings of the Speech and Computer - 17th International Conference, 2015
Proceedings of the Speech and Computer - 17th International Conference, 2015
Proceedings of the 19th Panhellenic Conference on Informatics, 2015
Proceedings of the 6th International Conference on Information, 2015
Proceedings of the 6th International Conference on Information, 2015
Evaluation of Four Approaches for "Sentiment Analysis on Movie Reviews": The Kaggle Competition.
Proceedings of the Workshop Proceedings of the 16th International Conference on Engineering Applications of Neural Networks, 2015
Sleep Stages Classification from Electroencephalographic Signals Based on Unsupervised Feature Space Clustering.
Proceedings of the Brain Informatics and Health - 8th International Conference, 2015
Automatic estimation of the optimal AR order for epilepsy analysis using EEG signals.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Improving sleep stage classification from electroencephalographic signals by fusion of contextual information.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
A hybrid segmentation approach for rapid and reliable liver volumetric analysis in daily clinical practice.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
2014
Discriminative vessel segmentation in retinal images by fusing context-aware hybrid features.
Mach. Vis. Appl., 2014
Integrating edge detection and fuzzy connectedness for automated segmentation of anatomical branching structures.
Int. J. Bioinform. Res. Appl., 2014
Online Seizure Detection from EEG and ECG Signals for Monitoring of Epileptic Patients.
Proceedings of the Artificial Intelligence: Methods and Applications, 2014
Evaluation of time and frequency domain features for seizure detection from combined EEG and ECG signals.
Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments, 2014
Proceedings of the 4th International Conference on Wireless Mobile Communication and Healthcare: "Transforming healthcare through innovations in mobile and wireless technologies", 2014
Correlation between Topological Descriptors of the Breast Ductal Network from Clinical Galactograms and Texture Features of Corresponding Mammograms.
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014
Analyzing anatomical structures of branching topology through elastic matching of tree encodings.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the Artificial Intelligence Applications and Innovations, 2014
Proceedings of the Artificial Intelligence Applications and Innovations, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
2013
Introducing Drugster: a comprehensive and fully integrated drug design, lead and structure optimization toolkit.
Bioinform., 2013
Multiresolution similarity search in time series data: an application to EEG signals.
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments, 2013
Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Classifying Ductal Trees Using Geometrical Features and Ensemble Learning Techniques.
Proceedings of the Engineering Applications of Neural Networks, 2013
Proceedings of the Engineering Applications of Neural Networks, 2013
2012
Optimizations of the naïve-Bayes classifier for the prognosis of B-Chronic Lymphocytic Leukemia incorporating flow cytometry data.
Comput. Methods Programs Biomed., 2012
BMC Bioinform., 2012
Fast Robustness Estimation in Large Social Graphs: Communities and Anomaly Detection.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
Segmentation of anatomical branching structures based on texture features and conditional random field.
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
Learning-based automatic breast tumor detection and segmentation in ultrasound images.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Using an Atlas-Based Approach in the Analysis of Gene Expression Maps Obtained by Voxelation.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012
2011
Similarity Searching of Medical Image Data in Distributed Systems: Facilitating Telemedicine Applications.
Int. J. Comput. Model. Algorithms Medicine, 2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Segmentation of anatomical branching structures based on texture features and graph cut.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the Artificial Intelligence Applications and Innovations, 2011
Proceedings of the 2011 IEEE International Conference on Healthcare Informatics, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the Database Systems for Adanced Applications, 2011
Identifying pair-wise gene functional similarity by multiplex gene expression maps and supervised learning.
Proceedings of the ACM International Conference on Bioinformatics, 2011
2010
J. Intell. Inf. Syst., 2010
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the ACM International Health Informatics Symposium, 2010
Identifying gene functions using functional expression profiles obtained by voxelation.
Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology, 2010
2009
A Representation and Classification Scheme for Tree-Like Structures in Medical Images: Analyzing the Branching Pattern of Ductal Trees in X-ray Galactograms.
IEEE Trans. Medical Imaging, 2009
BMC Bioinform., 2009
Morphometric analysis of brain images with reduced number of statistical tests: A study on the gender-related differentiation of the corpus callosum.
Artif. Intell. Medicine, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 2009 Data Compression Conference (DCC 2009), 2009
2008
J. Intell. Inf. Syst., 2008
Inf. Syst., 2008
Analyzing Tree-Like Structures in Biomedical Images Based on Texture and Branching: An Application to Breast Imaging.
Proceedings of the Digital Mammography, 2008
A texture-based methodology for identifying tissue type in magnetic resonance images.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
A web-accessible framework for the automated storage and texture analysis of biomedical images.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
2007
A statistical approach for selecting discriminative features of spatial regions of interest.
Intell. Data Anal., 2007
Data Min. Knowl. Discov., 2007
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007
Analysis of texture patterns in medical images with an application to breast imaging.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007
An Effective and Efficient Technique for Searching for Similar Brain Activation Patterns.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007
2006
Using spatiotemporal blocks to reduce the uncertainty in detecting and tracking moving objects in video.
Int. J. Intell. Syst. Technol. Appl., 2006
Int. J. Intell. Syst. Technol. Appl., 2006
A representation and classification scheme for tree-like structures in medical images: an application on branching pattern analysis of ductal trees in x-ray galactograms.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Proceedings of the Digital Mammography, 2006
Classification of galactograms using fractal properties of the breast ductal network.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
2005
Fast and effective characterization for classification and similarity searches of 2D and 3D spatial region data.
Pattern Recognit., 2005
Applying spatial distribution analysis techniques to classification of 3D medical images.
Artif. Intell. Medicine, 2005
Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005
Proceedings of the Medical Imaging 2005: Visualization, 2005
Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005
Proceedings of the 21st International Conference on Data Engineering, 2005
Utilizing Domain Knowledge in Developing Robust Neural Network Models for Peptide-Allele Binding Prediction.
Proceedings of the 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2005
Reducing the Computational Cost for Statistical Medical Image Analysis: An MRI Study on the Sexual Morphological Differentiation of the Corpus Callosum.
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005
2004
Space efficient quantization for distributed estimation by a multi-sensor fusion system.
Inf. Fusion, 2004
An MCMC Feature Selection Technique for Characterizing and Classifying Spatial Region Data.
Proceedings of the Structural, 2004
Proceedings of the Methods and Applications of Artificial Intelligence, 2004
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Extraction of Discriminative Functional MRI Activation Patterns and an Application to Alzheimer's Disease.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Application of time series techniques to data mining and analysis of spatial patterns in 3D images.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the 2004 Data Compression Conference (DCC 2004), 2004
A dimensionality reduction technique for efficient similarity analysis of time series databases.
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004
2003
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
2002
Proceedings of the Visualization and Data Analysis 2002, 2002
Evaluating the Performance of Association Mining Methods in 3-D Medical Image Databases.
Proceedings of the Second SIAM International Conference on Data Mining, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
2000
Quantizer design for distributed estimation with communication constraints and unknown observation statistics.
IEEE Trans. Commun., 2000
Mining the Most Interesting Web Access Associations.
Proceedings of WebNet 2000 - World Conference on the WWW and Internet, San Antonio, Texas, USA, October 30, 2000
1999
Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999
1998
Design of neural network quantizers for a distributed estimation system with communication constraints.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998