Yashar Moshfeghi

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  • United Kingdom

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  • 2023

    Podify: a podcast streaming platform with automatic logging of user behaviour for academic research

    Meggetto, F. & Moshfeghi, Y., 31 Mar 2023, (Accepted/In press) Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. 2023.. New York, NY, 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    Open Access
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    7 Downloads (Pure)
  • Why people skip music? On predicting music skips using deep reinforcement learning

    Meggetto, F., Revie, C., Levine, J. & Moshfeghi, Y., 23 Mar 2023, Proceedings of the 2023 Conference on Human Information Interaction and Retrieval. New York, NY, p. 95-106 12 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    Open Access
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    18 Downloads (Pure)
  • Confidence as part of searcher's cognitive context

    Michalkova, D., Parra Rodriguez, M. & Moshfeghi, Y., 10 Mar 2023, Machine Learning, Optimization, and Data Science - 8th International Conference, LOD 2022, Revised Selected Papers. Nicosia, G., Giuffrida, G., Ojha, V., La Malfa, E., La Malfa, G., Pardalos, P., Di Fatta, G. & Umeton, R. (eds.). Vol. 13811. p. 510-524 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13811 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    22 Downloads (Pure)
  • Neural correlates of satisfaction of an information need

    Paisalnan, S., Pollick, F. & Moshfeghi, Y., 10 Mar 2023, Machine Learning, Optimization, and Data Science - 8th International Conference, LOD 2022, Revised Selected Papers. Nicosia, G., Giuffrida, G., Ojha, V., La Malfa, E., La Malfa, G., Pardalos, P., Di Fatta, G. & Umeton, R. (eds.). Cham, Switzerland, p. 443-457 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13811 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

  • On time series cross-validation for deep learning classification model of mental workload levels based on EEG signals

    Kingphai, K. & Moshfeghi, Y., 10 Mar 2023, Machine Learning, Optimization, and Data Science - 8th International Conference, LOD 2022, Revised Selected Papers. Nicosia, G., Giuffrida, G., Ojha, V., La Malfa, E., La Malfa, G., Pardalos, P., Di Fatta, G. & Umeton, R. (eds.). Cham, Switzerland, Vol. 13811. p. 402-416 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13811 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    28 Downloads (Pure)
  • Revisiting neurological aspects of relevance: an EEG study

    Pinkosova, Z., McGeown, W. J. & Moshfeghi, Y., 10 Mar 2023, Machine Learning, Optimization, and Data Science - 8th International Conference, LOD 2022, Revised Selected Papers. Nicosia, G., Giuffrida, G., Ojha, V., La Malfa, E., La Malfa, G., Pardalos, P., Di Fatta, G. & Umeton, R. (eds.). Cham, Switzerland, Vol. 13811. p. 549-563 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13811 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    11 Downloads (Pure)
  • Role of punctuation in semantic mapping between brain and transformer models

    Lamprou, Z., Pollick, F. & Moshfeghi, Y., 10 Mar 2023, Machine Learning, Optimization, and Data Science - 8th International Conference, LOD 2022, Revised Selected Papers. Nicosia, G., Giuffrida, G., Ojha, V., La Malfa, E., La Malfa, G., Pardalos, P., Di Fatta, G. & Umeton, R. (eds.). Cham, Switzerland, p. 458-472 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13811 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    5 Downloads (Pure)
  • 2022

    Drivers of information needs: a behavioural study – exploring searcher's feeling-of-knowing

    Michalkova, D., Parra Rodriguez, M. & Moshfeghi, Y., 25 Aug 2022, ICTIR '22: Proceedings of the 2022 ACM SIGIR International Conference on Theory of Information Retrieval. New York, NY, p. 171-181 11 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    Open Access
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    3 Downloads (Pure)
  • Information Need Awareness: an EEG study

    Michalkova, D., Parra-Rodriguez, M. & Moshfeghi, Y., 13 Jul 2022, SIGIR 2022 - Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, p. 610–621 12 p. (SIGIR 2022 - Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    Open Access
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    7 Downloads (Pure)
  • Deep learning techniques to identify and classify Covid-19 abnormalities on chest X-ray images

    Elhanashi, A., Lowe, D., Saponara, S. & Moshfeghi, Y., 27 May 2022, Real-Time Image Processing and Deep Learning 2022. Kehtarnavaz, N. & Carlsohn, M. F. (eds.). Bellingham, WA, 1210204. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12102).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    Open Access
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    1 Citation (Scopus)
    14 Downloads (Pure)
  • Towards understanding neuroscience of realisation of information need in light of relevance and satisfaction judgement

    Paisalnan, S., Pollick, F. & Moshfeghi, Y., 2 Feb 2022, Machine Learning, Optimization, and Data Science: 7th International Conference, LOD 2021, Revised Selected Papers. Nicosia, G., Ojha, V., La Malfa, E., La Malfa, G., Jansen, G., Pardalos, P. M., Giuffrida, G. & Umeton, R. (eds.). Cham, Switzerland, p. 41-56 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13163 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    2 Citations (Scopus)
  • 2021

    On EEG preprocessing role in deep learning effectiveness for mental workload classification

    Kingphai, K. & Moshfeghi, Y., 23 Nov 2021, Human Mental Workload: Models and Applications - 5th International Symposium, H-WORKLOAD 2021, Proceedings. Longo, L. & Leva, M. C. (eds.). Cham, Switzerland, p. 81-98 18 p. (Communications in Computer and Information Science; vol. 1493 CCIS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    4 Citations (Scopus)
  • On skipping behaviour types in music streaming sessions

    Meggetto, F., Revie, C., Levine, J. & Moshfeghi, Y., 26 Oct 2021, CIKM '21: Proceedings of the 30th ACM International Conference on Information & Knowledge Management. New York, p. 3333-3337 5 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    Open Access
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    1 Citation (Scopus)
    172 Downloads (Pure)
  • BERT-based transformers for early detection of mental health illnesses

    Martínez-Castaño, R., Htait, A., Azzopardi, L. & Moshfeghi, Y., 14 Sept 2021, Experimental IR Meets Multilinguality, Multimodality, and Interaction: 12th International Conference of the CLEF Association, CLEF 2021, Proceedings. Candan, K. S., Ionescu, B., Goeuriot, L., Larsen, B., Müller, H., Joly, A., Maistro, M., Piroi, F., Faggioli, G. & Ferro, N. (eds.). Cham, Switzerland, p. 189-200 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12880 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    Open Access
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    6 Citations (Scopus)
    56 Downloads (Pure)
  • Are we there yet? Estimating training time for recommendation systems

    Paun, I., Moshfeghi, Y. & Ntarmos, N., 26 Apr 2021, Proceedings of the 1st Workshop on Machine Learning and Systems, EuroMLSys 2021: Proceedings of the 1st Workshop on Machine Learning and Systems. New York, p. 39-47 9 p. (Proceedings of the 1st Workshop on Machine Learning and Systems, EuroMLSys 2021).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    Open Access
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    2 Citations (Scopus)
    3 Downloads (Pure)
  • 2020

    Analyzing the influence of bigrams on retrieval bias and effectiveness

    AlQatan, A., Azzopardi, L. & Moshfeghi, Y., 14 Sept 2020, ICTIR 2020 - Proceedings of the 2020 ACM SIGIR International Conference on Theory of Information Retrieval. New York, NY., p. 157–160 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    Open Access
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    13 Downloads (Pure)
  • The cortical activity of graded relevance

    Pinkosova, Z., McGeown, W. J. & Moshfeghi, Y., 25 Jul 2020, SIGIR '20 - Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, NY., p. 299–308 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    Open Access
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    13 Citations (Scopus)
    47 Downloads (Pure)
  • Space mission design ontology: extraction of domain-specific entities and concepts similarity analysis

    Berquand, A., Moshfeghi, Y. & Riccardi, A., 6 Jan 2020, AIAA Scitech 2020 Forum. Reston, Virginia, p. 1-13 13 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    Open Access
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    2 Citations (Scopus)
    51 Downloads (Pure)
  • 2019

    Looking for opportunities: challenges in professional procurement search

    Mackie, S., MacDonald, D., Azzopardi, L. & Moshfeghi, Y., 18 Jul 2019, SIGIR 2019 - Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, p. 1397-1398 2 p. (SIGIR 2019 - Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    Open Access
    File
    1 Citation (Scopus)
    11 Downloads (Pure)
  • Towards predicting a realisation of an information need based on brain signals

    Moshfeghi, Y., Triantafillou, P. & Pollick, F. E., 13 May 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. New York, NY, p. 1300-1309 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    Open Access
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    12 Citations (Scopus)
    31 Downloads (Pure)
  • 2018

    Learning to geolocalise Tweets at a fine-grained level

    Paule, J. D. G., Moshfeghi, Y., Macdonald, C. & Ounis, I., 22 Oct 2018, CIKM '18 Proceedings of the 27th ACM International Conference on Information and Knowledge Management. New York, p. 1675-1678 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    Open Access
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    1 Citation (Scopus)
    142 Downloads (Pure)
  • Search process as transitions between neural states

    Moshfeghi, Y. & Pollick, F. E., 23 Apr 2018, Proceedings of the 2018 World Wide Web Conference. New York, NY, p. 1683-1692 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    Open Access
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    8 Citations (Scopus)
    39 Downloads (Pure)
  • 2017

    On fine-grained geolocalisation of tweets

    Paule, J. D. G., Moshfeghi, Y., Jose, J. M. & Thakuriah, P., 1 Oct 2017, ICTIR '17 Proceedings of the 2017 ACM SIGIR International Conference on the Theory of Information Retrieval. New York, NY, p. 313-316 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    Open Access
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    9 Citations (Scopus)
    129 Downloads (Pure)
  • A study of snippet length and informativeness: behaviour, performance and user experience

    Maxwell, D., Azzopardi, L. & Moshfeghi, Y., 11 Aug 2017, Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, NY., p. 135-144 10 p. (SIGIR '17).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    Open Access
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    26 Citations (Scopus)
    73 Downloads (Pure)
  • The Lucene for information access and retrieval research (LIARR) workshop at SIGIR 2017

    Azzopardi, L., Crane, M., Fang, H., Ingersoll, G., Lin, J., Moshfeghi, Y., Scells, H., Yang, P. & Zuccon, G., 7 Aug 2017, SIGIR '17 Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, NY, p. 1429-1430 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    Open Access
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    11 Citations (Scopus)
    79 Downloads (Pure)
  • 2016

    Understanding information need: an fMRI study

    Moshfeghi, Y., Triantafillou, P. & Pollick, F. E., 7 Jul 2016, Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval. New York, NY, p. 335-344 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    Open Access
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    36 Citations (Scopus)
    17 Downloads (Pure)
  • Identifying careless workers in crowdsourcing platforms: a game theory approach

    Moshfeghi, Y., Huertas-Rosero, A. F. & Jose, J. M., 2016, Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, NY, USA, p. 857-860 4 p. (SIGIR '16).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    10 Citations (Scopus)
  • Improving search results with prior similar queries

    Moshfeghi, Y., Velinov, K. & Triantafillou, P., 2016, Proceedings of the 25th ACM International on Conference on Information and Knowledge Management. New York, NY, USA, p. 1985-1988 4 p. (CIKM '16).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    3 Citations (Scopus)
  • 2015

    UCUI'15: the 1st international workshop on understanding the city with urban informatics

    Moshfeghi, Y., Ounis, I., Macdonald, C., Jose, J. M., Triantafillou, P., Livingston, M. & Thakuriah, P., 18 Oct 2015, Proceedings of the 24th ACM International on Conference on Information and Knowledge Management: CIKM '15. New York, NY, p. 1955-1956 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

  • When relevance judgement is happening? an EEG-based study

    Allegretti, M., Moshfeghi, Y., Hadjigeorgieva, M., Pollick, F. E., Jose, J. M. & Pasi, G., 9 Aug 2015, Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, NY, p. 719-722 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    22 Citations (Scopus)
  • 2014

    "Nobody comes here anymore, it's too crowded": predicting image popularity on Flickr

    McParlane, P. J., Moshfeghi, Y. & Jose, J. M., 1 Apr 2014, Proceedings of International Conference on Multimedia Retrieval. New York, NY, 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    64 Citations (Scopus)
  • 2013

    Collections for automatic image annotation and photo tag recommendation

    Mcparlane, P. J., Moshfeghi, Y. & Jose, J. M., 20 Dec 2013, MultiMedia Modeling: 20th Anniversary International Conference, MMM 2014, Dublin, Ireland, January 6-10, 2014, Proceedings, Part I. New York, NY, p. 133-145 13 p. (Lecture Notes in Computer Science; vol. 8325).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    4 Citations (Scopus)
  • Applications of neuroimaging in information science: challenges and opportunities

    Gwizdka, J., Moshfeghi, Y., Pollick, F. E., Mostafa, J. & Bergman, O., 1 Nov 2013, Proceedings of the 76th ASIST Annual Meeting: Beyond the Cloud: Rethinking Information Boundaries. Silver Springs, MD, USA, 4 p. 67

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    3 Citations (Scopus)
  • Building a large-scale corpus for evaluating event detection on twitter

    McMinn, A. J., Moshfeghi, Y. & Jose, J. M., 27 Oct 2013, Proceedings of the 22nd ACM International Conference on Information Knowledge Management. New York, NY, p. 409-418 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    142 Citations (Scopus)
  • An effective implicit relevance feedback technique using affective, physiological and behavioural features

    Moshfeghi, Y. & Jose, J. M., 28 Jul 2013, Proceedings of the 36th International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, p. 133-142 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    41 Citations (Scopus)
  • On contextual photo tag recommendation

    McParlane, P. J., Moshfeghi, Y. & Jose, J. M., 28 Jul 2013, Proceedings of the 36th International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, NY, p. 965-968 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    7 Citations (Scopus)
  • On cognition, emotion, and interaction aspects of search tasks with different search intentions

    Moshfeghi, Y. & Jose, J. M., 13 May 2013, Proceedings of the 22nd International Conference on World Wide Web. New York, NY, p. 931-942 12 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    24 Citations (Scopus)
  • Understanding relevance: an fMRI study

    Moshfeghi, Y., Pinto, L. R., Pollick, F. E. & Jose, J. M., 16 Mar 2013, Advances in Information Retrieval: 35th European Conference on IR Research, ECIR 2013, Moscow, Russia, March 24-27, 2013. Proceedings. Berlin: Springer-Verlag, p. 14-25 12 p. (Lecture Notes in Computer Science; vol. 7814).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    33 Citations (Scopus)
  • Influence of timeline and named-entity components on user engagement

    Moshfeghi, Y., Matthews, M., Blanco, R. & Jose, J. M., 12 Mar 2013, Advances in Information Retrieval: 35th European Conference on IR Research, ECIR 2013, Moscow, Russia, March 24-27, 2013. Proceedings. Serdyukov, P., Braslavski, P., Kuznetsov, S. O., Kamps, J., Rüger, S., Agichtein, E., Segalovich, I. & Yilmaz, E. (eds.). Berlin, Heidelberg, p. 305-317 13 p. (Lecture Notes in Computer Science; vol. 7814).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    7 Citations (Scopus)
  • On the effectiveness of emotion extraction techniques

    Moshfeghi, Y. & Jose, J. M., 2013, Proceedings of the 10th Conference on Open Research Areas in Information Retrieval. Paris, France, p. 197-200 4 p. (OAIR '13).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

  • On using inter-document relations in microblog retrieval

    Rodriguez Perez, J. A., Moshfeghi, Y. & Jose, J. M., 2013, Proceedings of the 22nd International Conference on World Wide Web. New York, NY, USA, p. 75-76 2 p. (WWW '13 Companion).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    4 Citations (Scopus)
  • 2012

    Role of emotion in information retrieval for entertainment (Position Paper)

    Moshfeghi, Y. & Jose, J. M., 2012, Searching4Fun workshop at Advances in Information Retrieval : 34th European Conference on IR Research. Berlin: Springer

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    1 Citation (Scopus)
  • 2011

    Using emotion to diversify document rankings

    Moshfeghi, Y., Zuccon, G. & Jose, J. M., 1 Sept 2011, Advances in Information Retrieval Theory: Third International Conference, ICTIR 2011, Bertinoro, Italy, September 12-14, 2011. Proceedings. Amati, G. & Crestani, F. (eds.). Berlin: Springer, p. 337-341 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

  • Exploring term temporality for pseudo-relevance feedback

    Whiting, S., Moshfeghi, Y. & Jose, J. M., 24 Jul 2011, Proceedings of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, p. 1245-1246 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    11 Citations (Scopus)
  • Handling data sparsity in collaborative filtering using emotion and semantic based features

    Moshfeghi, Y., Piwowarski, B. & Jose, J. M., 24 Jul 2011, Proceedings of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, p. 625-634 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    82 Citations (Scopus)
  • Role of emotional features in collaborative recommendation

    Moshfeghi, Y. & Jose, J. M., 4 Jun 2011, Advances in Information Retrieval: 33rd European Conference on IR Research, ECIR 2011, Dublin, Ireland, April 18-21, 2011. Proceedings. Clough, P., Foley, C., Gurrin, C., Jones, G. J. F., Kraaij, W., Lee, H. & Mudoch, V. (eds.). Berlin: Springer, p. 738-742 5 p. (Lecture Notes in Computer Science; vol. 6611).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    6 Citations (Scopus)
  • 2010

    Filtering documents with subspaces

    Piwowarski, B., Frommholz, I., Moshfeghi, Y., Lalmas, M. & Rijsbergen, K. V., 2010, Advances in Information Retrieval, 32nd European Conference on IR Research. Berlin: Springer, p. 615-618 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    4 Citations (Scopus)
  • 2009

    Affective adaptive retrieval: study of emotion in adaptive retrieval

    Moshfeghi, Y., 19 Jul 2009, Proceedings of the 32nd International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, p. 852-852 1 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    1 Citation (Scopus)
  • SugarCube: quantification of topic propagation in the blogosphere using percolation theory

    Azimi Bolourian, A., Moshfeghi, Y. & van Rijsbergen, C. J., 19 Jul 2009, Proceedings of the 32nd International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, p. 786-787 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

  • Enriching user profiling with affective features for the improvement of a multimodal recommender system

    Arapakis, I., Moshfeghi, Y., Joho, H., Ren, R., Hannah, D. & Jose, J. M., 8 Jul 2009, Proceedings of the ACM International Conference on Image and Video Retrieval. New York, 8 p. 29

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    39 Citations (Scopus)