Tomas Martin

According to our database, Tomas Martin authored at least 12 papers between 1981 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Mining frequent generators and closures in data streams with FGC-Stream.

Tomas Martin, Petko Valtchev, Louis-Romain Roux

Knowl. Inf. Syst., 2023

2022

Generalized graph pattern discovery in linked data with data properties and a domain ontology.

Tomas Martin, Victor Fuentes, Petko Valtchev, Abdoulaye Baniré Diallo, René Lacroix

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

2021

Towards Mining Generalized Patterns from RDF Data and a Domain Ontology.

Tomas Martin, Victor Fuentes, Petko Valtchev, Abdoulaye Baniré Diallo, René Lacroix, Maxime Leduc, Mounir Boukadoum

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

Graph pattern mining on top of a domain ontology - preliminary results from a dairy production application.

Tomas Martin, Victor Fuentes, Petko Valtchev, Abdoulaye Baniré Diallo, René Lacroix, Mounir Boukadoum, Maxime Leduc

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

FGC-Stream: A novel joint miner for frequent generators and closed itemsets in data streams.

Tomas Martin, Petko Valtchev, Louis-Romain Roux

Proceedings of the IEEE International Conference on Data Mining, 2021

Toward A Dairy Ontology to Support Precision Farming.

Victor Fuentes, Tomas Martin, Petko Valtchev, Abdoulaye Baniré Diallo, René Lacroix, Maxime Leduc

Proceedings of the International Conference on Biomedical Ontologies 2021 co-located with the Workshop on Ontologies for the Behavioural and Social Sciences (OntoBess 2021) as part of the Bolzano Summer of Knowledge (BOSK 2021), 2021

2020

CICLAD: A Fast and Memory-efficient Closed Itemset Miner for Streams.

Tomas Martin, Guy Francoeur, Petko Valtchev

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Bridging the gap between an ontology and deep neural models by pattern mining.

Tomas Martin, Abdoulaye Baniré Diallo, Petko Valtchev, René Lacroix

Proceedings of the Joint Ontology Workshops co-located with the Bolzano Summer of Knowledge (BOSK 2020), 2020

Leveraging a Domain Ontology in (Neural) Learning from Heterogeneous Data.

Tomas Martin, Petko Valtchev, Abdoulaye Baniré Diallo

Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), 2020

2017

Ontology-based workflow pattern mining: application to bioinformatics expertise acquisition.

Ahmed Halioui, Tomas Martin, Petko Valtchev, Abdoulaye Baniré Diallo

Proceedings of the Symposium on Applied Computing, 2017

1983

Human software requirements engineering for computer-controlled manufacturing systems.

Tomas Martin

Autom., 1983

1981

Anforderungen an die Software zur Gestaltung humaner Arbeitsplätze in computergesteuerten Fertigungsprozessen.

Tomas Martin

Proceedings of the GI, 1981