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2020

Blomqvist, Eva; Alirezaie, Marjan; Santini, Marina

Towards Causal Knowledge Graphs-Position Paper Workshop

Knowledge Discovery in Healthcare Data (KDH) 2020 @ECAI2020, 2675 , 2020, ISSN: 1613-0073.

BibTeX | Tags: Artificial intelligence, Causal Reasoning

Alirezaie, Marjan; Längkvist, Martin; Loutfi, Amy

Knowledge Representation and Reasoning Methods to Explain Errors in Machine Learning Book Chapter

Ilaria Tiddi Freddy Lécué, Pascal Hitzler (Ed.): 47 , pp. 161-179, IOS Press, 2020, ISBN: 978-1-64368-080-4 (print) | 978-1-64368-081-1.

BibTeX | Tags: Artificial intelligence, Explainable AI, NeuralSymbolic

Qianfang Liao Da Sun, Henrik Andreasson

Point Set Registration for 3D Range Scans Using Fuzzy Cluster-based Metric and Efficient Global Optimization Journal Article

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, ISBN: 0162-8828.

Links | BibTeX | Tags: Artificial intelligence

2019

Alirezaie, Marjan; Längkvist, Martin; Sioutis, Michael; Loutfi, Amy

Semantic Referee: A Neural-Symbolic Framework for Enhancing Geospatial Semantic Segmentation Journal Article

Semantic Web Journal, 10 (5), pp. 863-880, 2019.

Abstract | Links | BibTeX | Tags: Artificial intelligence, Explainable AI, NeuralSymbolic, SemRob

2018

Sioutis, Michael; Loutfi, Amy

Efficient Dynamic Methods for Qualitative Constraint-based Spatial and Temporal Reasoning (Position Paper) Workshop

PTHG-18: The Second Workshop on Progress Towards the Holy Grail, 2018.

Abstract | Links | BibTeX | Tags: Artificial intelligence

Glorian, Gael; Lagniez, Jean-Marie; Montmirail, Valentin; Sioutis, Michael

An Incremental SAT-Based Approach to Reason Efficiently on Qualitative Constraint Networks Inproceedings

Proceedings of the 24th International Conference on Principles and Practice of Constraint Programming, CP 2018, Lille, France, August 27-31, 2018, pp. 160–178, Springer, 2018.

Links | BibTeX | Tags: Artificial intelligence

Sioutis, Michael; Long, Zhiguo; Li, Sanjiang

Leveraging Variable Elimination for Efficiently Reasoning about Qualitative Constraints Journal Article Forthcoming

International Journal on Artificial Intelligence Tools, Forthcoming.

Links | BibTeX | Tags: Artificial intelligence

Mensi, Ali; Condotta, Jean-François; Nouaouri, Issam; Sioutis, Michael; Saïd, Lamjed Ben

A Hybrid Evolutionary Algorithm for Maximizing Satisfiability in Temporal or Spatial Qualitative Constraints Inproceedings

Proceedings of the 10th Hellenic Conference on Artificial Intelligence, SETN 2018, Patras, Greece, July 09-12, 2018, pp. 19:1–19:9, 2018.

Links | BibTeX | Tags: Artificial intelligence

Vuono, Alessandro; Luperto, Matteo; Banfi, Jacopo; Basilico, Nicola; Borghese, Nunzio Alberto; Sioutis, Michael; Renoux, Jennifer; Loutfi, Amy

Seeking Prevention of Cognitive Decline in Elders via Activity Suggestion by A Virtual Caregiver Inproceedings

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, AAMAS 2018, Stockholm, Sweden, July 10-15, 2018, pp. 1835–1837, 2018.

Links | BibTeX | Tags: Artificial intelligence

2017

Lieto, Antonio; Bhatt, Mehul; Oltramari, Alessandro; Vernon, David

The Role of Cognitive Architectures in General Artificial Intelligence Journal Article

Cognitive Systems Research, 2017, ISSN: 1389-0417.

Links | BibTeX | Tags: Artificial intelligence, Autonomous systems, Cognitive architectures, General artificial intelligence

Sioutis, Michael; Paparrizou, Anastasia; Condotta, Jean-François

Collective Singleton-Based Consistency for Qualitative Constraint Networks Inproceedings

24th International Symposium on Temporal Representation and Reasoning, TIME 2017, October 16-18, 2017, Mons, Belgium, pp. 19:1–19:17, 2017.

Links | BibTeX | Tags: Artificial intelligence

Sioutis, Michael; Alirezaie, Marjan; Renoux, Jennifer; Loutfi, Amy

Towards a Synergy of Qualitative Spatio-Temporal Reasoning and Smart Environments for Assisting the Elderly at Home Inproceedings

IJCAI Workshop on Qualitative Reasoning, 2017.

Links | BibTeX | Tags: Artificial intelligence, Elderly Care

Kong, Shufeng; Li, Sanjiang; Sioutis, Michael

Exploring Directional Path-Consistency for Solving Constraint Networks Journal Article

The Computer Journal, 2017.

Links | BibTeX | Tags: Artificial intelligence

Sioutis, Michael; Paparrizou, Anastasia; Condotta, Jean-François

A Lazy Algorithm to Efficiently Approximate Singleton Path Consistency for Qualitative Constraint Networks Inproceedings

29th IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2017, Boston, MA, USA, November 6-8, 2017, pp. 110–117, 2017.

Links | BibTeX | Tags: Artificial intelligence