| 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 | 161 | 2018 |
| 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), 962-970, 2018 | 98 | 2018 |
| News articles classification using random forests and weighted multimodal features D Liparas, Y HaCohen-Kerner, A Moumtzidou, S Vrochidis, I Kompatsiaris Multidisciplinary Information Retrieval: 7th Information Retrieval Facility …, 2014 | 72 | 2014 |
| 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 | 38 | 2021 |
| Applying the Mahalanobis-Taguchi strategy for software defect diagnosis D Liparas, L Angelis, R Feldt Automated Software Engineering 19, 141-165, 2012 | 37 | 2012 |
| 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 | 23 | 2013 |
| 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 | 21 | 2014 |
| 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 | 17 | 2016 |
| 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 | 16 | 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, 22383-22403, 2017 | 11 | 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 Computational Linguistics and Intelligent Text Processing: 18th …, 2018 | 9 | 2018 |
| 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 | 4 | 2018 |
| Alzheimer’s disease neuroimaging initiative. How random is the random forest? Random forest algorithm on the service of structural imaging biomarkers for Alzheimer’s disease … SI Dimitriadis, D Liparas Neural Regen Res 13 (6), 962-970, 2018 | 4 | 2018 |
| 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 | 4 | 2016 |
| Semantic integration of web data for international investment decision support B Simeonov, V Alexiev, D Liparas, M Puigbo, S Vrochidis, E Jamin, ... Internet Science: Third International Conference, INSCI 2016, Florence …, 2016 | 4 | 2016 |
| 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 | 4 | 2014 |
| A Sleep Disorder Detection Model based on EEG Cross-Frequency Coupling and Random Forest. medRxiv 1–26 S Dimitriadis, C Salis, D Liparas | 3 | 2020 |
| An evolutionary improvement of the Mahalanobis–Taguchi Strategy and its application to intrusion detection D Liparas, E Pantraki Advanced Information Systems Engineering Workshops: CAiSE 2014 International …, 2014 | 3 | 2014 |
| 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 |
| 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 | 2 | 2014 |
Lefteris (Eleftherios) AngelisProfessor of Statistics and Information Systems, Aristotle University of ThessalonikiE-mailová adresa ověřena na: csd.auth.gr