الانتقال الى المحتوى الأساسي

الاء معتوق محمد مجاهد

المنشورات العلمية

Ø  Publications during PhD study:

1.      A paper titled "A fusion approach to computing distance for heterogeneous data" accepted in KDIR 2014, the 6th International Conference in Knowledge Discovery and Information Retrieval which took place in Rome, Italy between the 21st and the 24th of October 2014. KDIR is a part of IC3K conferences, the International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. The conference proceedings are indexed by Citation Index (ISI), INSPEC, DBLP, EI (Elsevier Index) and Scopus.

2.      A paper titled "Applying Clustering Analysis to Heterogeneous Data Using Similarity Matrix Fusion (SMF)" as part of MLDM 2015, the 11th International Conference on Machine Learning and Data Mining which took place in Hamburg, Germany between the 20th and the 23ed of July 2015. The paper was published by Springer Verlag in volume 9166 of the Lecture Notes in Computer Science series in the book "Machine Learning and Data Mining in Pattern Recognition".

3.      We have submitted a journal paper titled "An adaptive version of k-medoids to deal with the uncertainty in clustering heterogeneous data using an intermediary fusion approach" to the International Journal of Knowledge and Information system, ISSN: 0219-1377. All reviewers’’ comments were addressed and a revised version of the paper was resubmitted on the 2ed January 2016. IF: 1.782.

4.      A journal paper titled "Clustering of heterogeneous data experiments by data integration: a comparison between intermediate and late data fusion approaches" were submitted and under the review of the International Journal of Data Mining and Knowledge Discovery, ISSN: 1384-5810. IF: 1.987.

Ø  Presentations during PhD study:

1.         A 20 minutes oral presentation of our paper, "A fusion approach to computing distance for heterogeneous data", in KDIR 2014.

2.         A 30 minutes oral presentation of our paper, "Applying Clustering Analysis to Heterogeneous Data Using Similarity Matrix Fusion (SMF)", in MLDM 2015.

3.         A poster representation of the research proposal in the CMP Postgraduate day on the 29th of November 2013 with a research abstract published within the event’s abstract booklet.

4.         A poster representation of the research progress in the CMP Postgraduate day on the 31st of October 2014 with a research abstract published within the event’s abstract booklet.

5.         A poster representation of the research in the 8th Saudi Students Conference which takes place at the hosting university, Imperial College London, UK between 31st of January and the 1st of February 2015. The research abstract is published by the Imperial College Press.

6.         A poster representation of the research progress in the CMP Postgraduate day on the 23ed of October 2015 with a research abstract published within the event’s abstract booklet.

7.         A seminar session given in April 2016 as a part of the CMP school seminars’ series, academics and postgraduate students were the audience.

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آخر تحديث 5/8/2017 1:09:37 PM