Michael Cochez

dr.

20122019
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Personal profile

Ancillary activities

  • Fraunhofer FIT | Aachen | Medewerker | 2019-09-01 - present
  • University of Jyväskylä | Jyväskylä | Medewerker | 2019-09-01 - present

Ancillary activities are updated daily

Fingerprint Dive into the research topics where Michael Cochez is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

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Distributed parameter control systems Engineering & Materials Science
Learning systems Engineering & Materials Science
Ecosystems Engineering & Materials Science
Students Engineering & Materials Science
Semantics Engineering & Materials Science
Collective Intelligence Mathematics
Parking Engineering & Materials Science
Data mining Engineering & Materials Science

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Research Output 2012 2019

Drug-drug interaction prediction based on knowledge graph embeddings and convolutional-LSTM network

Rezaul Karim, M., Cochez, M., Jares, J. B., Uddin, M., Beyan, O. & Decker, S., 4 Sep 2019, ACM-BCB 2019 - Proceedings of the 10th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics. Association for Computing Machinery, Inc, p. 113-123 11 p. (ACM-BCB 2019 - Proceedings of the 10th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics).

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Open Access
Drug interactions
Drug Interactions
Learning systems
Pharmaceutical Preparations
Drug Costs

Leveraging knowledge graph embeddings for natural language question answering

Wang, R., Wang, M., Liu, J., Chen, W., Cochez, M. & Decker, S., 1 Jan 2019, Database Systems for Advanced Applications - 24th International Conference, DASFAA 2019, Proceedings. Natwichai, J., Yang, J., Li, G., Gama, J. & Tong, Y. (eds.). Springer Verlag, p. 659-675 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11446 LNCS).

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Graph Embedding
Question Answering
Natural Language
Glossaries
Graph in graph theory

Structured query construction via knowledge graph embedding

Wang, R., Wang, M., Liu, J., Cochez, M. & Decker, S., 1 Jan 2019, In : Knowledge and Information Systems.

Research output: Contribution to JournalArticleAcademicpeer-review

Experiments

Transferring Knowledge from Monitored to Unmonitored Areas for Forecasting Parking Spaces

Ionita, A., Pomp, A., Cochez, M., Meisen, T. & Decker, S., 1 Sep 2019, In : International Journal on Artificial Intelligence Tools. 28, 6, 1960003.

Research output: Contribution to JournalArticleAcademicpeer-review

Parking
Sensors
Geographic information systems
Monitoring
Costs

A first experiment on including text literals in KGlove

Cochez, M., Garofalo, M., Lenßen, J. & Pellegrino, M. A., 1 Jan 2018, Joint 4th Workshop on Semantic Deep Learning: Natural Language Interfaces for the Web of Data and 9th Question Answering over Linked Data Challenge, SemDeep-4_NLIWOD-4 2018. Vol. 2241. p. 103-106 4 p. (CEUR Workshop Proceedings).

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Learning systems
Experiments