Our Publications
INSANE promotes AI-enabled interdisciplinary alliances by providing mentoring and guidance to scientists, researchers, and professionals, while also acting as a liaison between different fields of study and knowledge.
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Generating Realistic Nanorough Surfaces Using an N-Gram-Graph Augmented Deep Convolutional Generative Adversarial Network
Vasilis Sioros, George Giannakopoulos, Vassileios Constantoudis
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AIggregate: A Machine Learning Approach for Classifying Micelle Shape
Alkiviadis Mertzios, Konstantinos Papavasileiou, Loukas Peristeras, George Giannakopoulos
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Using machine learning to predict mortality and morbidity after Traumatic Brain Injury
Vasileios Theiou, Aris Salapatas Gkinis, Athanasios Theofanopoulos, George Giannakopoulos, Christos Tsitsipanis
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A Novel Machine Learning Model for the Accurate Design of Highly Selective Zeolitic-Imidazolate Frameworks
Ioannis Economou, Panagiotis Krokidas, Stelios Karozis, George Giannakopoulos, Michael Kainourgiakis, Theodore Steriotis
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Reproducible experiments on three-dimensional entity resolution with JedAI
George Mandilaras, George Papadakis, Luca Gagliardelli, Giovanni Simonini, Emmanouil Thanos, George Giannakopoulos, Sonia Bergamaschi, Themis Palpanas, Manolis Koubarakis, Alicia Lara-Clares, Antonio Fariña
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A Personalized Machine-Learning-Enabled Method for Efficient Research in Ethnopharmacology. The Case of the Southern Balkans and the Coastal Zone of Asia Minor
Evangelos Axiotis, Andreas Kontogiannis, Eleftherios Kalpoutzakis, George Giannakopoulos
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Artificial Intelligence in the Deployment of Complex tasks in Pharmacology. A case of “Big Data” challenges in Ethnopharmacology
E Axiotis, A Kontogiannis, E Kalpoutzakis, G Giannakopoulos
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What Can Machine Learning Approaches in Genomics Tell Us about the Molecular Basis of Amyotrophic Lateral Sclerosis?
Christina Vasilopoulou, Andrew P Morris, George Giannakopoulos, Stephanie Duguez, William Duddy
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Hybridizing AI and Domain Knowledge in Nanotechnology: the Example of Surface Roughness Effects on Wetting Behavior.
Antonios Stellas, George Giannakopoulos, Vassilios Constantoudis
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Evaluation of distributed DNA representations on the classification of conserved non-coding elements
Nikolaos Gialitsis, George Giannakopoulos, Marina Athanasouli
