Vasileios Megalooikonomou

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Despina KontosMatthew J. Wilson Associate Professor of Research Radiology II, Associate Vice-Chair for ResearchVerified email at pennmedicine.upenn.edu
Evangelia I. ZacharakiVVR Group, Electrical and Computer Engineering, University of Patras, GreeceVerified email at upatras.gr
Iosif MporasReader in Signal Processing and Machine Learning (Associate Professor)Verified email at herts.ac.uk
Dr Dimitrios VlachakisAsst Professor, Genetics Lab, Biotech Dept, Agricultural University of AthensVerified email at aua.gr
Haibin LingSUNY Empire Innovation Professor, Stony Brook UniversityVerified email at cs.stonybrook.edu
Predrag BakicUniversity of PennsylvaniaVerified email at uphs.upenn.edu
Christos FaloutsosCMUVerified email at cs.cmu.edu
Erkang Cheng (成二康)Nullmax Inc, Temple UniversityVerified email at temple.edu
Andrew MaidmentUniversity of PennsylvaniaVerified email at uphs.upenn.edu
Angeliki SkouraUniversity of LuxembourgVerified email at ceid.upatras.gr
LONGIN JAN LATECKIProfessor of Computer Science, Temple University, PhiladelphiaVerified email at temple.edu
Andrew SaykinIndiana University School of MedicineVerified email at iu.edu
Zoran ObradovicData Analytics and Biomedical Informatics Center, Temple UniversityVerified email at temple.edu
edward herskovitsUniversity of MarylandVerified email at ieee.org
S KossidaProfessor of BioinformaticsVerified email at igh.cnrs.fr
Christos DavatzikosDirector, Center for Biomedical Image Computing and Analytics, Professor of Radiology, andVerified email at pennmedicine.upenn.edu
Dr. Louis Papageorgiou, BSc, MSc, PhDAUA / Department of Biotechnology, UOA & BRFAAVerified email at bioacademy.gr
David PokrajacAI/ML manager, BoeingVerified email at boeing.com
Georgios DrakopoulosResearch and Development Engineer, Ionian UniversityVerified email at ionio.gr
Li ShenProfessor of Informatics, University of Pennsylvania Perelman School of MedicineVerified email at pennmedicine.upenn.edu

Vasileios Megalooikonomou

Professor of Computer Engineering and Informatics, University of Patras

Verified email at ceid.upatras.gr - Homepage

Big data data mining AI pattern recognition biomedical informatics


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A multiresolution symbolic representation of time series V Megalooikonomou, Q Wang, G Li, C Faloutsos 21st International Conference on Data Engineering (ICDE'05), 668-679, 2005	135	2005
Is the spatial distribution of brain lesions associated with closed-head injury predictive of subsequent development of attention-deficit/hyperactivity disorder? Analysis with … EH Herskovits, V Megalooikonomou, C Davatzikos, A Chen, RN Bryan, ... Radiology 213 (2), 389-394, 1999	130	1999
Data mining in brain imaging V Megalooikonomou, J Ford, L Shen, F Makedon, A Saykin Statistical Methods in Medical Research 9 (4), 359-394, 2000	108	2000
Simultaneous assessment of gastric accommodation and emptying: studies with liquid and solid meals HP Simonian, AH Maurer, LC Knight, S Kantor, D Kontos, ... Journal of Nuclear Medicine 45 (7), 1155-1160, 2004	99	2004
Discriminative vessel segmentation in retinal images by fusing context-aware hybrid features E Cheng, L Du, Y Wu, YJ Zhu, V Megalooikonomou, H Ling Machine vision and applications 25 (7), 1779-1792, 2014	95	2014
On data mining, compression, and kolmogorov complexity C Faloutsos, V Megalooikonomou Data mining and knowledge discovery 15 (1), 3-20, 2007	92	2007
A dimensionality reduction technique for efficient time series similarity analysis Q Wang, V Megalooikonomou Information systems 33 (1), 115-132, 2008	89	2008
A clustering algorithm for intrusion detection Q Wang, V Megalooikonomou Data Mining, Intrusion Detection, Information Assurance, and Data Networks …, 2005	87	2005
Patient classification of fMRI activation maps J Ford, H Farid, F Makedon, LA Flashman, TW McAllister, ... International Conference on Medical Image Computing and Computer-Assisted …, 2003	87	2003
An elastic partial shape matching technique LJ Latecki, V Megalooikonomou, Q Wang, D Yu Pattern Recognition 40 (11), 3069-3080, 2007	86	2007
Quantizer design for distributed estimation with communication constraints and unknown observation statistics V Megalooikonomou, Y Yesha IEEE Transactions on Communications 48 (2), 181-184, 2000	73	2000
Optimal subsequence bijection LJ Latecki, Q Wang, S Koknar-Tezel, V Megalooikonomou Seventh IEEE International Conference on Data Mining (ICDM 2007), 565-570, 2007	71	2007
Seizure detection using EEG and ECG signals for computer-based monitoring, analysis and management of epileptic patients I Mporas, V Tsirka, EI Zacharaki, M Koutroumanidis, M Richardson, ... Expert systems with applications 42 (6), 3227-3233, 2015	65	2015
Learning MRI-based classification models for MGMT methylation status prediction in glioblastoma VG Kanas, EI Zacharaki, GA Thomas, PO Zinn, V Megalooikonomou, ... Computer methods and programs in biomedicine 140, 249-257, 2017	62	2017
EnzyNet: enzyme classification using 3D convolutional neural networks on spatial representation A Amidi, S Amidi, D Vlachakis, V Megalooikonomou, N Paragios, ... PeerJ 6, e4750, 2018	58	2018
Mining lesion-deficit associations in a brain image database V Megalooikonomou, C Davatzikos, EH Herskovits Proceedings of the fifth ACM SIGKDD international conference on Knowledge …, 1999	56	1999
Partial elastic matching of time series LJ Latecki, V Megalooikonomou, Q Wang, R Lakaemper, ... Fifth IEEE International Conference on Data Mining (ICDM'05), 4 pp., 2005	54	2005
Elastic partial matching of time series LJ Latecki, V Megalooikonomou, Q Wang, R Lakaemper, ... European Conference on Principles of Data Mining and Knowledge Discovery …, 2005	54	2005
A dimensionality reduction technique for efficient similarity analysis of time series databases V Megalooikonomou, G Li, Q Wang Proceedings of the thirteenth ACM international conference on Information …, 2004	54	2004
Improving classification of epileptic and non-epileptic EEG events by feature selection E Pippa, EI Zacharaki, I Mporas, V Tsirka, MP Richardson, ... Neurocomputing 171, 576-585, 2016	51	2016

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