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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A big data approach for Fuel Oil Consumption estimation in the maritime industry
Dimitrios Kaklis, Pavlos Eirinakis, George Giannakopoulos, Constantine Spyropoulos, Takis J Varelas, Iraklis Varlamis
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Online training for fuel oil consumption estimation: A data driven approach
Dimitrios Kaklis, Iraklis Varlamis, George Giannakopoulos, Constantine Spyropoulos, Takis J Varelas
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Developing Machine-Learned Potentials for Coarse-Grained Molecular Simulations: Challenges and Pitfalls
Eleonora Ricci, George Giannakopoulos, Vangelis Karkaletsis, Doros N Theodorou, Niki Vergadou
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Building a Knowledge-Intensive, Intent-Lean, Question Answering Chatbot in the Telecom Industry-Challenges and Solutions
Antonios Misargopoulos, Filippos Nikolopoulos-Gkamatsis, Konstantinos Nestorakis, Alexandros Tzoumas, Georgios Giannakopoulos, Christos-Antonios Gizelis, Michalis Kefalogiannis
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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
