Knowledge graphs as tools for explainable machine learning: A survey I Tiddi, S Schlobach Artificial Intelligence 302, 103627, 2022 | 238 | 2022 |
Robot–city interaction: Mapping the research landscape—a survey of the interactions between robots and modern cities I Tiddi, E Bastianelli, E Daga, M d’Aquin, E Motta International Journal of Social Robotics 12, 299-324, 2020 | 70 | 2020 |
Good location, terrible food: detecting feature sentiment in user-generated reviews M Cataldi, A Ballatore, I Tiddi, MA Aufaure Social Network Analysis and Mining 3, 1149-1163, 2013 | 59 | 2013 |
Dedalo: Looking for clusters explanations in a labyrinth of linked data I Tiddi, M d’Aquin, E Motta The Semantic Web: Trends and Challenges: 11th International Conference, ESWC …, 2014 | 56 | 2014 |
The Cooperation Databank: machine-readable science accelerates research synthesis G Spadaro, I Tiddi, S Columbus, S Jin, A Ten Teije, CoDa Team, D Balliet Perspectives on Psychological Science 17 (5), 1472-1489, 2022 | 48 | 2022 |
Knowledge graphs for explainable artificial intelligence: Foundations, applications and challenges I Tiddi, F Lécué, P Hitzler IOS Press, 2020 | 40 | 2020 |
An ontology design pattern to define explanations I Tiddi, M d'Aquin, E Motta Proceedings of the 8th International Conference on Knowledge Capture, 1-8, 2015 | 33 | 2015 |
Extracting knowledge from deep neural networks through graph analysis VAC Horta, I Tiddi, S Little, A Mileo Future Generation Computer Systems 120, 109-118, 2021 | 31 | 2021 |
The cooperation databank G Spadaro, I Tiddi, S Columbus, S Jin, A ten Teije, D Balliet Manuscript in preparation, 2020 | 21 | 2020 |
Walking linked data: a graph traversal approach to explain clusters I Tiddi, M d'Aquin, E Motta | 21 | 2014 |
Creative Storytelling with Language Models and Knowledge Graphs. X Yang, I Tiddi CIKM (Workshops), 2020 | 19 | 2020 |
Fostering scientific meta-analyses with knowledge graphs: a case-study I Tiddi, D Balliet, A ten Teije The Semantic Web: 17th International Conference, ESWC 2020, Heraklion, Crete …, 2020 | 16 | 2020 |
Ontology learning from open linked data and web snippets I Tiddi, NB Mustapha, Y Vanrompay, MA Aufaure On the Move to Meaningful Internet Systems: OTM 2012 Workshops: Confederated …, 2012 | 16 | 2012 |
An ontology-based approach to improve the accessibility of ROS-based robotic systems I Tiddi, E Bastianelli, G Bardaro, M d'Aquin, E Motta Proceedings of the 9th Knowledge Capture Conference, 1-8, 2017 | 15 | 2017 |
SKG4EOSC-Scholarly Knowledge Graphs for EOSC: Establishing a backbone of knowledge graphs for FAIR Scholarly Information in EOSC M Stocker, T Heger, A Schweidtmann, H Ćwiek-Kupczyńska, L Penev, ... Research Ideas and Outcomes 8, e83789, 2022 | 14 | 2022 |
Data patterns explained with linked data I Tiddi, M d’Aquin, E Motta Machine Learning and Knowledge Discovery in Databases: European Conference …, 2015 | 14 | 2015 |
A knowledge graph approach to predict and interpret disease-causing gene interactions A Renaux, C Terwagne, M Cochez, I Tiddi, A Nowé, T Lenaerts BMC bioinformatics 24 (1), 324, 2023 | 13 | 2023 |
Discovering research hypotheses in social science using knowledge graph embeddings R de Haan, I Tiddi, W Beek The Semantic Web: 18th International Conference, ESWC 2021, Virtual Event …, 2021 | 12 | 2021 |
Task-agnostic object recognition for mobile robots through few-shot image matching A Chiatti, G Bardaro, E Bastianelli, I Tiddi, P Mitra, E Motta Electronics 9 (3), 380, 2020 | 12 | 2020 |
Mitigating bias in deep nets with knowledge bases: The case of natural language understanding for robots M Mensio, E Bastianelli, I Tiddi, G Rizzo CEUR Workshop Proceedings 2600, 20, 2020 | 11 | 2020 |