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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

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

A Symbolic Approach for Explaining Errors in Image Classification Tasks Workshop

IJCAI Workshop on Learning and Reasoning: Principles & Applications to Everyday Spatial and Temporal Knowledge, 2018.

Abstract | Links | BibTeX | Tags: SemRob

2017

Alirezaie, Marjan; Kiselev, Andrey; Längkvist, Martin; Klügl, Franziska; Loutfi, Amy

An Ontology-Based Reasoning Framework for Querying Satellite Images for Disaster Monitoring Journal Article

Sensors, 17 (11), 2017, ISSN: 1424-8220.

Abstract | Links | BibTeX | Tags: SemRob

Alirezaie, Marjan; Kiselev, Andrey; Klügl, Franziska; Längkvist, Martin; Loutfi, Amy

Exploiting Context and Semantics for UAV Path-finding in an Urban Setting Inproceedings

1st International Workshop on Application of Semantic Web technologies in Robotics (AnSWeR), pp. 11–20, Portoroz, Slovenia, 2017, ISSN: 1613-0073.

Links | BibTeX | Tags: SemRob

2016

Alirezaie, Marjan; Längkvist, Martin; Kiselev, Andrey; Loutfi, Amy

Open GeoSpatial Data as a Source of Ground Truth for Automated Labelling of Satellite Images Inproceedings

Proceedings of the Workshop on Spatial Data on the Web (SDW 2016) co-located with The 9th International Conference on Geographic Information Science (GIScience 2016), pp. 5-8, 2016.

BibTeX | Tags: SemRob

Längkvist, Martin; Kiselev, Andrey; Alirezaie, Marjan; Loutfi, Amy

Classification and Segmentation of Satellite Orthoimagery Using Convolutional Neural Networks Journal Article

Remote Sensing, 8 (4), 2016.

Links | BibTeX | Tags: Interactive Learning, SemRob

Längkvist, Martin; Alirezaie, Marjan; Kiselev, Andrey; Loutfi, Amy

Interactive Learning with Convolutional Neural Networks for Image Labeling Inproceedings

IJCAI 2016 workshop on Interactive Machine Learning: Connecting Humans and Machines, 2016.

Links | BibTeX | Tags: Interactive Learning, SemRob

Alirezaie, Marjan; ü, Franziska Kl ; Loutfi, Amy

Knowing without telling: integrating sensing and mapping for creating an artificial companion Inproceedings

Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31 - November 3, 2016, pp. 11:1–11:4, 2016.

Links | BibTeX | Tags: SemRob