Michael Cochez

Assistant Professor at Vrije Universiteit Amsterdam

Publication list

For an overview of my research, see the Research page.

To appear

  • Cochez, M., Periaux, J., Terziyan, V., & Tuovinen, T. (2016). Wise UAVs in Smart Spaces: Collective Intelligence vs. “Mission-Impossible”.
  • Cochez, M., Terziyan, V., & Ermolayev, V. (2016/7). Large Scale Knowledge Matching with Balanced Efficiency-Effectiveness Using LSH Forest. In Transactions on Computational Collective Intelligence.
  • Zafar, B., Cochez, M., & Qamar U. (2016). Using Distributional Semantics for Automatic Taxonomy Induction. preprint.
  • Terziyan, V., Golovianko, M., & Cochez, M. (2016). TB-Structure: Collective Intelligence for Exploratory Keyword Search. preprint.

Publications (peer-reviewed)

  • Cochez, M., Decker, S., & Prud’hommeaux, E. (2016, October). Knowledge representation on the web revisited: the case for prototypes. In International Semantic Web Conference (pp. 151-166). Springer International Publishing. doi:10.1007/978-3-319-46523-4_10 preprint.
  • Cochez, M., & Neri, F. (2015). Scalable Hierarchical Clustering : Twister Tries with a Posteriori Trie Elimination. In SSCI 2015 : Proceedings of the 2015 IEEE Symposium Series on Computational Intelligence. Symposium CIDM 2015 : 6th IEEE Symposium on Computational Intelligence and Data Mining (pp. 756-763). IEEE. doi:10.1109/SSCI.2015.12 preprint
  • Cochez, M., Terziyan, V., & Ermolayev, V. (2015). Balanced Large Scale Knowledge Matching Using LSH Forest. In J. Cardoso, F. Guerra, G.-J. Houben, A. M. Pinto, & Y. Velegrakis (Eds.), Semantic Keyword-based Search on Structured Data Sources : First COST Action IC1302 International KEYSTONE Conference, IKC 2015, Coimbra, Portugal, September 8-9, 2015. Revised Selected Papers (pp. 36-50). Lecture Notes in Computer Science (9398). Springer International Publishing. doi:10.1007/978-3-319-27932-9_4 preprint
  • Cochez, M., & Mou, H. (2015). Twister Tries: Approximate Hierarchical Agglomerative Clustering for Average Distance in Linear Time. In T. Sellis, S. Davidson, & Z. Ives (Eds.), SIGMOD ‘15 : Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data (pp. 505-517). New York: Association for Computing Machinery. doi:10.1145/2723372.2751521 preprint
  • Chernov, S., Cochez, M., & Ristaniemi, T. (2015). Anomaly Detection Algorithms for the Sleeping Cell Detection in LTE Networks. In Proceedings of IEEE 81st Vehicular Technology Conference (VTC Spring 2015) (pp. 1-5). IEEE. doi:10.1109/VTCSpring.2015.7145707 preprint
  • Paggi, H., & Cochez, M. (2014). Use of a Semantic Language to Reduce the Indeterminacy in Agents Communication. In Proceedings of the 2014 International Conference on Mathematics and Computers in Sciences and Industry (MCSI 2014) (pp. 281-287). IEEE. doi:10.1109/MCSI.2014.64 preprint
  • Isomöttönen, V., & Cochez, M. (2014). Challenges and Confusions in Learning Version Control with Git. In V. Ermolayev, et. al (Eds.), Information and Communication Technologies in Education, Research, and Industrial Applications: 10th International Conference, ICTERI 2014, Kherson, Ukraine, June 9-12, 2014, Revised Selected Papers (pp. 178-193). Communications in Computer and Information Science (469). Springer International Publishing. doi:10.1007/978-3-319-13206-8_9 Retrieved from https://jyx.jyu.fi/dspace/handle/123456789/44859
  • Cochez, M. (2014). Locality-sensitive hashing for massive string-based ontology matching. In D. Ślęzak, B. Dunin-Kęplicz, M. Lewis, & T. Terano (Eds.), 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT) (pp. 134-140). IEEE. doi:10.1109/WI-IAT.2014.26 preprint
  • Ermolayev, V., Akerkar, R., Terziyan, V., & Cochez, M. (2014). Toward evolving knowledge ecosystems for big data understanding. In R. Akerkar (Ed.), Big Data Computing (pp. 3-56). Boca Raton, FL: Taylor & Francis.
  • Isomöttönen, V., Tirronen, V., & Cochez, M. (2013). Issues with a course that emphasizes self-direction. In ITiCSE ‘13: Proceedings of the 18th ACM conference on Innovation and technology in computer science education (pp. 111-116). New York, NY: ACM. doi:10.1145/2462476.2462495
  • Cochez, M., Isomöttönen, V., Tirronen, V., & Itkonen, J. (2013). How do computer science students use distributed version control systems?. In V. Ermolayev, et. al (Eds.), Information and Communication Technologies in Education, Research, and Industrial Applications, 9th International Conference, ICTERI 2013, Kherson, Ukraine, June 19-22, 2013, Revised Selected Papers (pp. 210-228). Communications in Computer and Information Science (412). Springer International Publishing. doi:10.1007/978-3-319-03998-5_11 Retrieved from http://rd.springer.com/chapter/10.1007/978-3-319-03998-5_11
  • Cochez, M., Isomöttönen, V., Tirronen, V., & Itkonen, J. (2013). The use of distributed version control systems in advanced programming courses. In ICTERI 2013 - ICT in Education, Research and Industrial Applications: Integration, Harmonization and Knowledge Transfer (pp. 221-235). CEUR Workshop Proceedings (1000). Aachen: CEUR Workshop Proceedings. Retrieved from http://ceur-ws.org/Vol-1000/ICTERI-2013-p-221-235.pdf
  • Cochez, M., & Terziyan, V. (2012). Quality of an ontology as a dynamic optimisation problem. In V. Ermolayev, et. al (Eds.), ICT in Education, Research and Industrial Applications: Integration, Harmonization and Knowledge Transfer. Proceedings of the 8th International Conference ICTERI 2012 (pp. 249-256). CEUR Workshop Proceedings (Vol-848). Aachen: RWTH Aachen. Retrieved from http://ceur-ws.org/Vol-848/ICTERI-2012-CEUR-WS-DEIS-paper-1-p-249-256.pdf
  • Khriyenko, O., & Cochez, M. (2011). Open environment for collaborative cloud ecosystems. In CLOUD COMPUTING 2011 : The Second International Conference on Cloud Computing, GRIDs, and Virtualization (pp. 147-153). USA: IARIA. preprint

Publications (weakly-reviewed)

Papers in this category are peer reviewed, but my personal feeling about the review was that it was not as thorough as it should or could have been.

  • Paggi, H., & Cochez, M. (2015). Indeterminacy Reduction in Agent Communication Using a Semantic Language. WSEAS Transactions on Systems, 14, 77-89. preprint
  • Cochez, M., Helin, S., & Chen, J. (2013). Cloud communication service. In I. Porres, T. Mikkonen, & A. Ashraf (Eds.), Developing Cloud Software: Algorithms, Applications, and Tools (pp. 227-248). TUCS General Publication (60). Turku: Turku Centre for Computer Science. Retrieved from http://urn.fi/URN:ISBN:978-952-12-2952-7

Technical reports, documentation and articles (non-reviewed)

  • Cochez, M., Decker, S., & Prud’hommeaux, E. (2016). Knowledge representation on the web revisited: tools for prototype based ontologies. arXiv preprint arXiv:1607.04809.
  • Cochez, M., Periaux, J., Terziyan, V., Kamlyk, K., & Tuovinen, T. (2014). Evolutionary cloud for cooperative UAV coordination. Jyväskylä, Finland: University of Jyväskylä. Reports of the Department of Mathematical Information Technology. Series C, Software engineering and computational intelligence, 1/2014. access
  • Cochez, M., & Nagy, M. (2011). WP1: Mashupper - agent-enabled social cloud. Espoo: Tieto- ja viestintäteollisuuden tutkimus TIVIT Oy. Cloud Software Program Report, Q1-Q2/2011.
  • Cochez, M., & Nagy M. (2012). Ubiware application user guide. Jyväskylä, Finland: University of Jyväskylä. Industrial Ontologies Group. Ubiware documentation. [link]
  • Katasonov, A., Nagy M., & Cochez, M. (2012). Ubiware application developer guide. Jyväskylä, Finland: University of Jyväskylä. Industrial Ontologies Group. Ubiware documentation. [link]
  • Katasonov, A., & Cochez, M. (2012). Ubiware Platform Application Developer’s guide - RAB overview. Jyväskylä, Finland: University of Jyväskylä. Industrial Ontologies Group. Ubiware documentation. [link]
  • Cochez, M. (2012). Ubiware Platform Application Developer’s guide - RAB programming. Jyväskylä, Finland: University of Jyväskylä. Industrial Ontologies Group. Ubiware documentation. [link]
  • Cochez, M., & Nagy M. (2012). Ubiware infrastructure guide. Jyväskylä, Finland: University of Jyväskylä. Industrial Ontologies Group. Ubiware documentation. [link]
  • Terziyan, V., Nikitin, S., Nagy, M., Khriyenko, O., Kesäniemi, J., Cochez, M., Pulkkis, A., UBIWARE Platform Prototype v 3.0, Technical Report (Deliverable D3.3), UBIWARE Tekes Project, Agora Centre, University of Jyväskylä, August 2010, 45pp. [link]

Theses

  • Cochez M., (2012) Semantic Agent Programming Language: use and formalization, Master’s Thesis in Information Technology, University of Jyväskylä, Jyväskylä, Finland, 2012. link
  • Cochez, M. (2016) Taming big knowledge evolution, Doctoral Dissertation in Information Technology, University of Jyväskylä, 2016, 56 p.(+included articles), Jyväskylä Studies in Computing ISSN 1456-5390; 237, ISBN 978-951-39-6649-2. link

Software

The software related to my research can be found from the Software page.