| 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 | 53 | 2018 |
| 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 | 32 | 2014 |
| Applying the Mahalanobis-Taguchi strategy for software defect diagnosis D Liparas, L Angelis, R Feldt Automated Software Engineering 19 (2), 141-165, 2012 | 30 | 2012 |
| 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 | 23 | 2018 |
| 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 | 16 | 2013 |
| 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 | 13 | 2016 |
| 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 | 12 | 2014 |
| Alzheimer's Disease Neuroimaging I. Random forest feature selection, fusion and ensemble strategy: Combining multiple morphological MRI measures to discriminate among healhy … SI Dimitriadis, D Liparas, MN Tsolaki J Neurosci Methods 302, 14-23, 2018 | 6 | 2018 |
| 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 | 5 | 2017 |
| 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 | 3 | 2017 |
| 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 | 3 | 2016 |
| 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 | 3 | 2016 |
| 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 | 2 | 2021 |
| 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 | 2 | 2015 |
| 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 | 2 | 2014 |
| 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 | 2 | 2014 |
| 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 | 1 | 2016 |
| 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 | 1 | 2015 |
| Keyphrase extraction using textual and visual features Y HaCohen-Kerner, S Vrochidis, D Liparas, A Moumtzidou, I Kompatsiaris Proceedings of the Third Workshop on Vision and Language, 121-123, 2014 | 1 | 2014 |
| Mastering Exascale Challenges for Engineering Applications B Koller, R Schneider, A Ruopp, D Liparas Sustained Simulation Performance 2018 and 2019, 13-22, 2020 | | 2020 |
Lefteris (Eleftherios) AngelisProfessor of Statistics and Information Systems, Aristotle University of ThessalonikiVerified email at csd.auth.gr
