Dimitris Liparas
Dimitris Liparas
Research & Innovation Manager, INTRASOFT International, Brussels
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα intrasoft-intl.com - Αρχική σελίδα
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Random forest feature selection, fusion and ensemble strategy: Combining multiple morphological MRI measures to discriminate among healhy elderly, MCI, cMCI and alzheimer’s …
SI Dimitriadis, D Liparas, MN Tsolaki, ...
Journal of neuroscience methods 302, 14-23, 2018
652018
News articles classification using random forests and weighted multimodal features
D Liparas, Y HaCohen-Kerner, A Moumtzidou, S Vrochidis, I Kompatsiaris
Information Retrieval Facility Conference, 63-75, 2014
352014
Applying the Mahalanobis-Taguchi strategy for software defect diagnosis
D Liparas, L Angelis, R Feldt
Automated Software Engineering 19 (2), 141-165, 2012
342012
How random is the random forest? Random forest algorithm on the service of structural imaging biomarkers for Alzheimer's disease: from Alzheimer's disease neuroimaging …
SI Dimitriadis, D Liparas, Alzheimer's Disease Neuroimaging Initiative
Neural regeneration research 13 (6), 962, 2018
302018
Incorporating resting state dynamics in the analysis of encephalographic responses by means of the Mahalanobis–Taguchi strategy
D Liparas, N Laskaris, L Angelis
Expert Systems with Applications 40 (7), 2621-2630, 2013
172013
A hybrid graph-based and non-linear late fusion approach for multimedia retrieval
I Gialampoukidis, A Moumtzidou, D Liparas, S Vrochidis, I Kompatsiaris
2016 14th International Workshop on Content-Based Multimedia Indexing (CBMI …, 2016
142016
Exploiting the temporal patterning of transient VEP signals: A statistical single-trial methodology with implications to brain–computer interfaces (BCIs)
D Liparas, SI Dimitriadis, NA Laskaris, A Tzelepi, K Charalambous, ...
Journal of neuroscience methods 232, 189-198, 2014
142014
Multimedia retrieval based on non-linear graph-based fusion and partial least squares regression
I Gialampoukidis, A Moumtzidou, D Liparas, T Tsikrika, S Vrochidis, ...
Multimedia Tools and Applications 76 (21), 22383-22403, 2017
82017
Alzheimer’s Disease Neuroimaging Initiative Random forest feature selection, fusion and ensemble strategy: combining multiple morphological MRI measures to discriminate among …
SI Dimitriadis, D Liparas, MN Tsolaki
J Neurosci Methods 302, 14-23, 2018
72018
Semantic integration of web data for international investment decision support
B Simeonov, V Alexiev, D Liparas, M Puigbo, S Vrochidis, E Jamin, ...
International Conference on Internet Science, 205-217, 2016
42016
A multimedia interactive search engine based on graph-based and non-linear multimodal fusion
A Moumtzidou, I Gialampoukidis, T Mironidis, D Liparas, S Vrochidis, ...
2016 14th International Workshop on Content-Based Multimedia Indexing (CBMI …, 2016
42016
Concept-oriented labelling of patent images based on Random Forests and proximity-driven generation of synthetic data
D Liparas, A Moumtzidou, S Vrochidis, I Kompatsiaris
Proceedings of the Third Workshop on Vision and Language, 25-32, 2014
42014
A Hybrid approach for biomedical relation extraction using finite state automata and random forest-weighted fusion
T Mavropoulos, D Liparas, S Symeonidis, S Vrochidis, I Kompatsiaris
International Conference on Computational Linguistics and Intelligent Text …, 2017
32017
A sleep disorder detection model based on eeg cross-frequency coupling and random forest
SI Dimitriadis, CI Salis, D Liparas
medRxiv, 2020.06. 10.20126268, 2021
22021
MULTISENSOR: Development of multimedia content integration technologies for journalism, media monitoring and international exporting decision support
S Vrochidis, I Kompatsiaris, G Casamayor, I Arapakis, R Busch, V Alexiev, ...
2015 IEEE International Conference on Multimedia & Expo Workshops (ICMEW), 1-4, 2015
22015
An evolutionary improvement of the Mahalanobis–Taguchi Strategy and its application to intrusion detection
D Liparas, E Pantraki
International Conference on Advanced Information Systems Engineering, 16-30, 2014
22014
An automatic sleep disorder detection based on EEG cross-frequency coupling and random forest model
SI Dimitriadis, CI Salis, D Liparas
Journal of Neural Engineering 18 (4), 046064, 2021
12021
A Multimodal Analytics Platform for Journalists Analyzing Large-Scale, Heterogeneous Multilingual, and Multimedia Content
S Vrochidis, A Moumtzidou, I Gialampoukidis, D Liparas, G Casamayor, ...
Frontiers in Robotics and AI 5, 123, 2018
12018
Query-based topic detection using concepts and named entities
I Gialampoukidis, D Liparas, S Vrochidis, I Kompatsiaris
Vrochidis S, Melero M, Wanner, Grivolla J, Estève Y. MMDA 2016 Multimodal …, 2016
12016
Classification Using Various Machine Learning Methods and Combinations of Key-Phrases and Visual Features
Y HaCohen-Kerner, A Sabag, D Liparas, A Moumtzidou, S Vrochidis, ...
International KEYSTONE Conference on Semantic Keyword-Based Search on …, 2015
12015
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