Harris Georgiou

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Sergios TheodoridisNational and Kapodistrian University of Athens, Greece and Aalborg University DenmarkVerified email at di.uoa.gr
Michael MavroforakisResearch Assistant Professor, University of HoustonVerified email at uh.edu
Dionisis CavourasProfessor, University of West Attica, Athens, Greece, Department of Biomedical Engineering.Verified email at uniwa.gr
Nikos PelekisAssociate Professor, Dept. of Statistics & Insurance Science, University of Piraeus, GreeceVerified email at unipi.gr
Yannis TheodoridisProfessor of Data Science, University of Piraeus, GreeceVerified email at unipi.gr
David ScarlattiData Solutions Architect, BoeingVerified email at boeing.com
Georg FuchsHead of division Big Data Analytics & Intelligence, Fraunhofer IAISVerified email at iais.fraunhofer.de
Gennady Andrienkolead scientist @ Fraunhofer IAIS & Lamarr Institute & professor @ City University LondonVerified email at iais.fraunhofer.de
George VourosProfessor of AI, University of PiraeusVerified email at unipi.gr
Christos DoulkeridisAssociate Professor at University of Piraeus, Department of Digital SystemsVerified email at unipi.gr
Akrivi VlachouUniversity of the Aegean, GreeceVerified email at aegean.gr
Natalia AndrienkoFraunhofer IAIS (lead scientist) & Lamarr Institute & City University London (professor)Verified email at iais.fraunhofer.de
Kostas PatroumpasInformation Systems Management Institute, Athena Research CenterVerified email at imis.athena-innovation.gr
Eva ChondrodimaPost Doc Researcher, Data Science Lab (Datastories.org), University of Piraeus Research CenterVerified email at central.ntua.gr
Konstantinos SidiropoulosSenior Software Engineer, EMBL-EBIVerified email at ebi.ac.uk
Stylianos SideridisUniversity of PiraeusVerified email at unipi.gr
Alexander ArtikisUniversity of Piraeus, NCSR DemokritosVerified email at iit.demokritos.gr
Panagiotis TampakisAssistant Professor, University of Southern DenmarkVerified email at imada.sdu.dk
Emmanouil I AthanasiadisAssistant Professor in Computational Biology and Medical Informatics and Visiting Scientist at OTARVerified email at uniwa.gr
Cyril RayAssociate Professor in Computer Science, Naval AcademyVerified email at ecole-navale.fr

Harris Georgiou

Data Science Lab (Datastories.org), University of Piraeus Research Center (UPRC), Greece

Verified email at xgeorgio.info - Homepage

machine learning data analytics signal processing medical imaging game theory


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A fully automated scheme for mammographic segmentation and classification based on breast density and asymmetry SD Tzikopoulos, ME Mavroforakis, HV Georgiou, N Dimitropoulos, ... computer methods and programs in biomedicine 102 (1), 47-63, 2011	170	2011
Mammographic masses characterization based on localized texture and dataset fractal analysis using linear, neural and support vector machine classifiers ME Mavroforakis, HV Georgiou, N Dimitropoulos, D Cavouras, ... Artificial intelligence in medicine 37 (2), 145-162, 2006	150	2006
Multi-scaled morphological features for the characterization of mammographic masses using statistical classification schemes H Georgiou, M Mavroforakis, N Dimitropoulos, D Cavouras, S Theodoridis Artificial Intelligence in Medicine 41 (1), 39-55, 2007	69	2007
Significance analysis of qualitative mammographic features, using linear classifiers, neural networks and support vector machines M Mavroforakis, H Georgiou, N Dimitropoulos, D Cavouras, S Theodoridis European Journal of Radiology 54 (1), 80-89, 2005	63	2005
DART: A machine-learning approach to trajectory prediction and demand-capacity balancing EC Fernández, JM Cordero, G Vouros, N Pelekis, T Kravaris, H Georgiou, ... SESAR Innovation Days, Belgrade, 28-30, 2017	50	2017
Moving objects analytics: Survey on future location & trajectory prediction methods H Georgiou, S Karagiorgou, Y Kontoulis, N Pelekis, P Petrou, D Scarlatti, ... arXiv preprint arXiv:1807.04639, 2018	39	2018
Semantic-aware aircraft trajectory prediction using flight plans H Georgiou, N Pelekis, S Sideridis, D Scarlatti, Y Theodoridis International Journal of Data Science and Analytics 9 (2), 215-228, 2020	37	2020
Big Data Analytics for Time Critical Mobility Forecasting: Recent Progress and Research Challenges. GA Vouros, A Vlachou, GM Santipantakis, C Doulkeridis, N Pelekis, ... EDBT, 612-623, 2018	32	2018
Mammographic mass classification using textural features and descriptive diagnostic data ME Mavroforakis, HV Georgiou, D Cavouras, N Dimitropoulos, ... 2002 14th International Conference on Digital Signal Processing Proceedings …, 2002	26	2002
CMOS monolithic active pixel sensors (MAPS): Developments and future outlook R Turchetta, A Fant, P Gasiorek, C Esbrand, JA Griffiths, MG Metaxas, ... Nuclear Instruments and Methods in Physics Research Section A: Accelerators …, 2007	22	2007
Particle swarm optimization and RBF neural networks for public transport arrival time prediction using GTFS data E Chondrodima, H Georgiou, N Pelekis, Y Theodoridis International Journal of Information Management Data Insights 2 (2), 100086, 2022	21	2022
Online long-term trajectory prediction based on mined route patterns P Petrou, P Tampakis, H Georgiou, N Pelekis, Y Theodoridis Multiple-Aspect Analysis of Semantic Trajectories: First International …, 2020	17	2020
ARGO: A big data framework for online trajectory prediction P Petrou, P Nikitopoulos, P Tampakis, A Glenis, N Koutroumanis, ... Proceedings of the 16th international symposium on spatial and temporal …, 2019	14	2019
A fully automated complete segmentation scheme for mammograms S Tzikopoulos, H Georgiou, M Mavroforakis, N Dimitropoulos, ... 2009 16th international conference on digital signal processing, 1-6, 2009	14	2009
fMRI unmixing via properly adjusted dictionary learning Y Kopsinis, H Georgiou, S Theodoridis 2014 22nd European Signal Processing Conference (EUSIPCO), 2075-2079, 2014	13	2014
Virtual prototyping: from concept to 3D design and prototyping in hours Y Goldstein, P Robinet, GA Kartsounis, FF Kartsouni, Z Lentziou, ... Transforming Clothing Production into a Demand-driven, Knowledge-based, High …, 2009	13	2009
A game-theoretic approach to weighted majority voting for combining SVM classifiers H Georgiou, M Mavroforakis, S Theodoridis International Conference on Artificial Neural Networks, 284-292, 2006	12	2006
I-IMAS: A 1.5 D sensor for high-resolution scanning A Fant, P Gasiorek, R Turchetta, B Avset, A Bergamaschi, D Cavouras, ... Nuclear Instruments and Methods in Physics Research Section A: Accelerators …, 2007	11	2007
A game-theoretic framework for classifier ensembles using weighted majority voting with local accuracy estimates HV Georgiou, ME Mavroforakis arXiv preprint arXiv:1302.0540, 2013	9	2013
A fully automated scheme for breast density estimation and asymmetry detection of mammograms S Tzikopoulos, H Georgiou, M Mavroforakis, S Theodoridis 2009 17th European Signal Processing Conference, 1869-1873, 2009	9	2009

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