Hadi Fanaee-T , PhD

Department of Biostatistics, University of Oslo, Norway

E-mail: h.f.tork@medisin.uio.no
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Short Bio: Hadi Fanaee-T completed his PhD (with distinction) in Computer Science (Major AI) under supervision of Professor Joao Gama at the Faculty of Science of University of Porto, Portugal in November 2015. He was among the finalists in ERCIM Cor Baayen Young Researcher Award 2017. Presently, he is a postdoctoral fellow at the department of biostatistics, University of Oslo, Norway working on high dimensional data integration and analysis with applications to omics data analysis. Prior to this he was a postdoctoral researcher in European FP7 Project "MAESTRA" at INESC TEC research institute, Portugal. His main research interests are interdisciplinary applications of tensor decompositions, data fusion, anomaly/event detection and spatiotemporal data mining. He is the first-author of several journal and conference papers. He has served as a PC member to over 20 prestigious conferences (e.g. IJCAI, AAAI, ECML-PKDD, ISMIS, ACM SAC, etc.) and also reviewer to several high-impact journals (e.g. TDKE, TKDD, DAMI, ML, KAIS, KBS, CSUR). Dr. Fanaee was an invited talk at the summer school on "mining big and complex data" held in Ohrid, Macedonia, September 2016 (watch in videolectures) . He is co-adviser of a PhD student, and was co-adviser of a visiting PhD student, and two research fellows. He is leading the SimTensor project.



Research Interests



Education



Mentoring



Invited Talk



Scientific Services

Editorial Board

Program Committee member

  1. The Fifth International Conference on Big Data, Small Data, Linked Data and Open Data, March 24-28, 2019 - Valencia, Spain (ALLDATA 2019)
  2. 33rd AAAI Conference on Artificial Intelligence, January 27 – February 1, 2019, Hawaii, USA (AAAI 2019)
  3. 7th International Workshop on New Frontiers in Mining Complex Patterns (Conj. ECML-PKDD 2018), September 10-14, 2018, Dublin, Ireland (NFmcp 2018)
  4. 27th International Joint Conference on Artificial Intelligence 2018, July 13-19, 2018, Stockholm, Sweden (IJCAI 2018) (+IJCAI-Sister)
  5. 2018 International Conference on Big Data Engineering and Technology, August 24-26, 2018, Chengdu, China (BDET 2018)
  6. 24th International Symposium on Methodologies for Intelligent Systems, Oct 28-31, 2018, 2018, St. Raphael Resort, Limassol, Cyprus (ISMIS 2018)
  7. 33rd ACM SIGAPP Symposium On Applied Computing - Data Streams Track (ACM SAC 2018)
  8. Workshop on Online Recommender Systems and User Modeling, April 23rd, Lyon, France (ORSUM 2018)
  9. 21st CSI International Computer Science and Software Engineering Conference, Shiraz, Iran October 25-27, 2017. (CSSE 2017)
  10. IEEE Intelligent Transportation Systems Conference 2017, Yokohama, JAPAN, October 16 - 19, 2017(IEEE ITSC 2017)
  11. The 6th International Workshop on New Frontiers in Mining Complex Patterns, ECML-PKDD 2017 (NFMCP 2017)
  12. 32nd ACM SIGAPP Symposium On Applied Computing (ACM SAC 2017)
  13. The 4th IEEE International Conference on Data Science and Advanced Analytics (IEEE DSAA 2017)
  14. 23rd International Symposium on Methodologies for Intelligent Systems (ISMIS 2017)
  15. International Workshop on Analytics on Evolving Networks, The Hague, Netherlands, 29 August 2016 (AEN 2016)
  16. International Workshop on High Velocity Mobile Data Mining, June 2016, Porto, Portugal (MobDM 2016)
  17. (Senior PC Member) International Joint Conference on Artificial Intelligence 2015, July 25-31, 2015, Buenos Aires, Argentina (IJCAI 2015)
  18. European Conference on Machine Learning and Knowledge Discovery, Porto, Portugal, September 7–11, 2015 (ECMLPKDD'2015 )
  19. The 30th ACM/SIGAPP Symposium On Applied Computing, April 13 - 17, 2015, Salamanca, Spain (SAC2015)
  20. European Conference on Machine Learning and Knowledge Discovery, September 15-19, 2014. Nancy, France (ECMLPKDD'2014)
  21. IEEE International Symposium on Computer-Based Medical Systems, June 20-22, Porto, Portugal (CBMS 2013).
  22. International workshop on Ubiquitous Data Mining, 23rd International Joint Conference on Artificial Intelligence (UDM'2013), Beijing, China, August 3, 2013
  23. European Conference on Machine Learning and Knowledge Discovery, Prague 23‒27 September 2013 (ECMLPKDD'2013)
  24. International workshop on Ubiquitous Data Mining , 20th European Conference on Artificial Intelligence (UDM'2012), Montpellier, France, August 27 - 31, 2012.
  25. Doctoral Symposium on Informatics Engineering (DSIE'2012), 26-27 January 2012, Porto , Portugal.

Journal Reviewer

  1. ACM Transactions on Knowledge Discovery from Data, ACM
  2. IEEE Transactions on Knowledge and Data Engineering, IEEE
  3. Knowledge and Information Systems , Springer
  4. Machine Learning , Springer.
  5. Data Mining and Knowledge Discovery, Springer
  6. Journal of Intelligent Information Systems, Springer
  7. Statistical Analysis and Data Mining, Wiley
  8. Knowledge-Based Systems, Elsevier
  9. ACM Computing Surveys, ACM
  10. Journal of Intelligent and Fuzzy Systems, IOS Press
  11. Fuzzy Sets and Systems, Elsevier
  12. Progress in Artificial Intelligence, Springer.
  13. International Journal of Distributed Sensor Networks, SAGE
  14. International Journal of Remote Sensing , Taylor & Francis
  15. Computer Methods and Programs in Biomedicine, Elsevier
  16. Computer Science and Information Systems journal, ComSIS
  17. International Journal of Applied Mathematics and Computer Science, AMCS

External Reviewer



Professional Membership



Honors & Awards



Research Project and Grants



Teaching



Work



Publications


Journals

  1. Hadi Fanaee-T and Magne Thoresen, Multi-insight visualization of multi-omics data via ensemble dimension reduction and tensor factorization, Bioinformatics (Accepted, Oct 2018) (Impact Factor: 5.481)
  2. Sofia Fernandes, Hadi Fanaee-T and João Gama, Dynamic graph summarization: a tensor decomposition approach, Data Mining and Knowledge Discovery, Vol 32, No. 1397, (ECML-PKDD 2018 Journal Track) (Impact Factor : 2.766)
  3. S. Ullah, H. Daud, S. Dass, H. Fanaee-T, A. Khalil, An Eigenspace approach for detecting multiple space-time disease clusters: application to measles hotspots detection in Khyber-Pakhtunkhwa, Pakistan, Plos ONE,13(6), 2018 (Impact Factor : 2.481)
  4. Hadi Fanaee-T, Joao Gama, SimTensor: A synthetic tensor data generator, arXiv preprint arXiv:1612.03772 (2016).
  5. Hadi Fanaee-T, Joao Gama, Tensor-based anomaly detection: An interdisciplinary survey, Knowledge-Based Systems, Vol 98, PP. 130-147, April 2016, Elsevier, DOI: 10.1016/j.knosys.2016.01.027 (Impact Factor : 4.396)
  6. Hadi Fanaee-T, Joao Gama, Event detection from traffic tensors: a hybrid model, Neurocomputing, Volume 203, August 2016, Pages 22-33, Elsevier, DOI: 10.1016/j.neucom.2016.04.006 (Impact Factor : 3.241)
  7. Hadi Fanaee-T, Joao Gama, Multi-aspect-streaming tensor analysis, Knowledge-Based Systems, Vol 89, PP. 332-345, Nov 2015, Elsevier. DOI:10.1016/j.knosys.2015.07.013 (Impact Factor : 4.396)
  8. Hadi Fanaee-T, Joao Gama, Eigenspace Method for Spatiotemporal Hotspot Detection, PP. 454-464, Vol. 32, No. 3, Expert Systems, June 2015, Wiley. DOI: 10.1111/exsy.12088 (Impact Factor : 1.430)
  9. Hadi Fanaee-T, Joao Gama, EigenEvent: An Algorithm for Event Detection from Complex Data streams in Syndromic Surveillance , Intelligent Data Analysis , PP. 597-616, Vol. 19, No. 3, June 2015, IOS Press. DOI: 10.3233/IDA-150734 (Impact Factor : 0.691)
  10. Hadi Fanaee-T, Joao Gama, Event Labeling Combining Ensemble Detectors and Background Knowledge , Progress in Artificial Intelligence, PP. 113-127, Vol 2, No.2-3, June 2014, Springer. DOI:10.1007/s13748-013-0040-3 (>100 citations)
  11. Hadi Fanaee-T, Mehran Yazdi, A Semantic VSM-Based Recommender System, International Journal of Computer Theory and Engineering, PP. 331-336, Vol. 5, No. 2, April 2013. IACSIT Press. DOI: 10.7763/IJCTE.2013.V5.704 (EI/INSPEC)


Conferences

  1. Sofia Fernandes, Hadi Fanaee-T and João Gama, The Initialization and Parameter Setting Problem in Tensor Decomposition-Based Link Prediction, IEEE International Conference on Data Science and Advanced Analytics (DSAA'2017), pp. 99-108. (ISI)
  2. Hamid Eslami Nosratabadi, Hadi Fanaee-T, Joao Gama, Mobility Mining using Nonnegative Tensor Factorization, 18th EPIA Conference on Artificial Intelligence (EPIA'2017), pp.321-330, 2017. (ISI)
  3. Z. Souzanchi-k, Hadi Fanaee-T, H. Yaghoubi, M-R Akbarzadeh-T, A multi Adaptive Neuro Fuzzy Inference System for short term load forecasting by using previous day features, In the proceedings of 2010 IEEE International Conference On Electronics and Information Engineering (ICEIE'2010), vol.2, no., pp.V2-54,V2-57, 1-3 Aug. 2010. DOI: 10.1109/ICEIE.2010.5559714
  4. Hadi Fanaee-T, Márcia D. B. Oliveira, João Gama, Simon Malinowski, Ricardo Morla, Event and Anomaly Detection Using Tucker3 Decomposition, In Proceedings of 20th European Conference on Artificial Intelligence (ECAI'2012)- UDM Workshop, CEUR Workshop Proceedings , Vol 960, PP. 8-12, 2012, RWTH Aachen, Germany. DOI:10.13140/RG.2.1.2370.9286
  5. Hadi Fanaee-T, Finding the best ranking model for spatial objects, In Proceedings of 20th European Conference on Artificial Intelligence (ECAI'2012)- UDM Workshop, CEUR Workshop Proceedings , Vol 960, PP. 58-60, 2012, RWTH Aachen, Germany. DOI:10.13140/RG.2.1.2895.2164
  6. Hadi Fanaee-T, Joao Gama, An Eigenvector-based Hotspot detection, In the proceedings of 16th Portuguese Conference on Artificial Intelligence (EPIA'2013), Acores, Portugal, PP. 290-301, 9-12 September 2013. ISBN: 978-989-95489-1-6. DOI:10.13140/RG.2.1.4992.3686
  7. Hadi Fanaee-T, Mehran Yazdi, A Novel Ontology-based Recommender System for online forums , In Proceedings of 2011 3rd IEEE International Conference on Information Management and Engineering (ICIME'2011), PP. 183-189, Vol.5, May 21-22, 2011, Zhengzhou, China. ISBN: 978-981-07-2866-3, DOI:10.13140/RG.2.1.2633.0724
  8. Hadi Fanaee-T, Ana Maria Tome , Jose Manuel Matos Moreira, Ranking of Spatial Polygons based on their neighbor facilities quality , In Proceedings of 17th Portuguese Conference on Pattern Recognition (RecPad'2011) , 28 Oct 2011, Porto , Portugal. ISBN: 978-989-8331-15-1. DOI:10.13140/RG.2.1.3288.4327
  9. Hadi Fanaee-T, Marcia Oliveira , Joao Gama, Anomaly detection from telecommunication data using three-way analysis, In Proceedings of 20th Congress of the Portuguese Statistical Society (SPE'2012), PP. 557-562, Vol.1 , 26-29 September 2012, Porto, Portugal. ISBN: 978-972-8890-32-2. DOI:10.13140/RG.2.1.4337.0082
  10. Hadi Fanaee-T, Spatio-Temporal Clustering Methods Classification, In Proceedings of Doctoral Symposium on Informatics Engineering (DSIE'2012), PP. 199-209, Vol.1, 26-27 January 2012, Porto , Portugal. DOI:10.13140/RG.2.1.3812.7204


Data Sets

  1. Hadi Fanaee-T, Bike Sharing Dataset, UCI Machine Learning Repository, [http://archive.ics.uci.edu/ml]. Irvine, CA: University of California, School of Information and Computer Science.


Software

  1. SimTensor Software Project ( Tensor data generator for evaluation of tensor factorization algorithms)- Github link